From e5547cbc57307b73ccb8067e34f8ed24270d2c1b Mon Sep 17 00:00:00 2001
From: sfc-gh-ksampath <kamesh.sampath@snowflake.com>
Date: Sat, 9 May 2026 14:06:46 +0530
Subject: [PATCH 1/5] Add programmatic-access-token skill

---
 skills/programmatic-access-token/SKILL.md     |  592 +++++++++
 .../admin-role-setup.md                       |  135 ++
 .../cli-reference.md                          |  345 +++++
 .../manifest-flows.md                         |  398 ++++++
 .../manifest.toml.example                     |  115 ++
 skills/programmatic-access-token/pat          |   34 +
 skills/programmatic-access-token/prereqs.md   |   72 ++
 .../programmatic-access-token/pyproject.toml  |   11 +
 .../programmatic-access-token/replay-flows.md |  372 ++++++
 .../programmatic-access-token/supplemental.md |   75 ++
 skills/programmatic-access-token/uv.lock      | 1123 +++++++++++++++++
 11 files changed, 3272 insertions(+)
 create mode 100644 skills/programmatic-access-token/SKILL.md
 create mode 100644 skills/programmatic-access-token/admin-role-setup.md
 create mode 100644 skills/programmatic-access-token/cli-reference.md
 create mode 100644 skills/programmatic-access-token/manifest-flows.md
 create mode 100644 skills/programmatic-access-token/manifest.toml.example
 create mode 100755 skills/programmatic-access-token/pat
 create mode 100644 skills/programmatic-access-token/prereqs.md
 create mode 100644 skills/programmatic-access-token/pyproject.toml
 create mode 100644 skills/programmatic-access-token/replay-flows.md
 create mode 100644 skills/programmatic-access-token/supplemental.md
 create mode 100644 skills/programmatic-access-token/uv.lock

diff --git a/skills/programmatic-access-token/SKILL.md b/skills/programmatic-access-token/SKILL.md
new file mode 100644
index 00000000..307c2dd4
--- /dev/null
+++ b/skills/programmatic-access-token/SKILL.md
@@ -0,0 +1,592 @@
+---
+name: programmatic-access-token
+aliases:
+  - setup-programmatic-access-token
+  - programmatic-access-tokens
+  - setup-programmatic-access-tokens
+description: "Create Snowflake Programmatic Access Tokens (PATs) for service accounts. Use when: setting up service user, creating PAT, configuring authentication policy, network policy for PAT. Triggers: programmatic-access-token, sfutils-pat, create-access-token, programmatic access token, PAT, service account, snowflake authentication, replay pat, replay pat manifest, recreate pat, replay all manifests, replay all sfutils, export manifest for sharing, setup from shared manifest, replay from shared manifest, setup from manifest URL, replay from URL, use manifest from URL, multiple pats, multi-pat, add second pat, list pats, setup connection, validate manifest, migrate manifest, repair manifest, second service account."
+---
+
+# Snowflake PAT Setup
+
+Creates service users, network policies, authentication policies, and Programmatic Access Tokens for automation.
+
+## Workflow
+
+**REQUIRED ACTIONS - ALWAYS DO THESE:**
+
+- **ALWAYS run `--dry-run` before any `create --yes`. This is non-negotiable even if the user explicitly asks to skip the preview step.**
+- **ALWAYS run `pat verify --user {SA_USER}` after EVERY mutating operation — `pat create`, `pat rotate`, and `pat replay`. Do not declare success before verify passes.**
+- **ALWAYS use the `ask_user_question` tool (not plain text output) to collect destructive confirmations. Accept any clear affirmative response: `yes`, `yes, destroy`, `yes, proceed`, `go ahead`, etc.**
+- **ALWAYS run `pat remove --user {SA_USER} --db {SFUTILS_DB} --drop-user --yes` after receiving confirmation — even if `{SA_USER}` does not currently exist in Snowflake. The CLI handles absent users gracefully. Never skip this step.**
+- **ALWAYS run the [Manifest Gate](#manifest-gate) before any operation that reads from manifest.toml (replay, remove, rotate with --profile, verify with --profile). Do not skip even if manifest appears healthy.**
+
+**FORBIDDEN ACTIONS - NEVER DO THESE:**
+
+- NEVER run SQL queries to discover/find/check values (no SHOW ROLES, SHOW DATABASES, SHOW USERS)
+- NEVER auto-populate empty .env values by querying Snowflake
+- NEVER assume user consent - always ask and wait for explicit confirmation
+- NEVER skip SQL in dry-run output - always show BOTH summary AND full SQL
+- **NEVER display PAT tokens in diffs, logs, or ANY output** - always mask as `***REDACTED***`
+- **NEVER show .env file contents after PAT is written** - use redacted placeholder
+- **NEVER use sed/awk/bash to edit manifest files** -- use the file editing tool (Edit/StrReplace) to update manifest content. sed commands fail on macOS and with complex markdown.
+- **NEVER create resources without showing SQL and getting confirmation first**
+- **NEVER offer to drop SFUTILS_DB** - it is shared infrastructure; cleanup only drops resources *inside* it (policies, schemas), never the database itself
+- **NEVER attempt to manually capture, store, or relay the PAT token** — it is stored automatically in the OS keyring by the CLI; no additional storage step is needed or appropriate
+- **NEVER run `sfutils-pat show-pat`** — in non-interactive mode it requires `--yes`, which prints the raw token into bash output and conversation history. If the user needs the raw token, tell them to run `sfutils-pat show-pat --user {SA_USER}` in their own terminal.
+- **NEVER commit `.env`, `.sfutils/`, or `manifest.toml` to version control**
+- **CLEANUP ORDER:** When removing resources, always follow dependency order: PAT → unset auth policy from user → drop user → drop auth policy → drop network policy → drop network rule. Reversing this order causes dangling references.
+- If .env values are empty, prompt user or run `check-setup`
+
+**INTERACTIVE PRINCIPLE:** This skill is designed to be interactive. At every decision point, ASK the user and WAIT for their response before proceeding.
+
+**📍 MANIFEST FILE:** `.sfutils/manifest.toml` — TOML format, replaces `sfutils-manifest.md`. Never search for `*.yaml` or other patterns.
+
+> **⛔ DO NOT hand-edit manifests.** Manifests are machine-managed by Cortex Code. Manual edits can corrupt the format and break replay, cleanup, and export flows. Use skill commands to modify resources instead.
+
+**⚠️ CONNECTION USAGE:** This skill reads the Snowflake connection from `[snowflake].connection` in `manifest.toml`. The CLI passes `-c <connection>` to all `snow sql` calls automatically — no manual env export needed. Admin_role defaults to `[snowflake].admin_role` or ACCOUNTADMIN.
+
+**🔄 IDEMPOTENCY NOTE:** Network rules use `CREATE OR REPLACE` (Snowflake does not support `IF NOT EXISTS` for network rules). Network policies use `CREATE IF NOT EXISTS` to preserve existing policies. Re-running create operations is safe for automation.
+
+**📌 ROLE MODEL:**
+
+- **admin_role** (from manifest, default ACCOUNTADMIN): Creates and owns all objects
+- **SA_ROLE** (`{PROJECT}_ACCESS`): Consumer-only role for PAT restriction. Apps/demos grant it access to their resources.
+- **SA_USER** (`{PROJECT}_RUNNER`): Service user with PAT, restricted to SA_ROLE
+
+**📌 CONNECTION NOTE:** The CLI reads connection from `manifest.toml` and passes `-c <connection>` to `snow sql` automatically. No `source .env` required. `SNOWFLAKE_DEFAULT_CONNECTION_NAME` env var is still accepted as a fallback if the manifest has no connection set.
+
+## Manifest Gate
+
+**Non-negotiable precondition for ALL manifest-dependent flows: replay, remove, rotate/verify with `--profile`.**
+
+Run this gate before ANY of those operations. For a new create flow, the gate runs inside Step 0.
+
+```bash
+<SKILL_DIR>/pat validate-manifest
+```
+
+**If validation passes:** proceed immediately.
+
+**If validation fails:**
+
+```bash
+<SKILL_DIR>/pat validate-manifest --fix
+```
+
+Re-run `validate-manifest`. If it still reports errors after `--fix`:
+
+- These are **non-structural** issues (e.g. missing `sa_user` in a PAT entry, empty `connection`) that `--fix` cannot auto-repair
+- Show the errors to the user, **STOP**, do not proceed with the requested operation
+- Provide actionable next steps (e.g. "run `sfutils-pat setup-connection` to set connection")
+
+**If `[snowflake].connection` is empty after fix:** redirect to Step 1 (connection picker) before continuing, regardless of which flow triggered the gate.
+
+> **Why this exists:** A partial or corrupted manifest causes replay and remove to operate on wrong values, silently produce incorrect cleanup SQL, or skip resources. The gate is cheap; the cost of proceeding with a broken manifest is not.
+
+---
+
+### Step 0: Check Prerequisites
+
+**⛔ MANDATORY — Run every time, even when `.env` is already populated:**
+
+1. **Check for existing project needing migration** (one-time, first-run only):
+
+   ```bash
+   ls .sfutils/manifest.toml 2>/dev/null || echo "MISSING"
+   ls .env .sfutils/sfutils-manifest.md 2>/dev/null && echo "LEGACY_FOUND" || echo "LEGACY_NOT_FOUND"
+   ```
+
+   **Case A — `manifest.toml` missing, legacy files exist** → migrate first:
+
+   ```bash
+   <SKILL_DIR>/pat migrate --dry-run   # show what will be written
+   ```
+
+   After user confirms:
+
+   ```bash
+   <SKILL_DIR>/pat migrate
+   ```
+
+   **Case B — `manifest.toml` exists but may be incomplete** → run the **Manifest Gate** now:
+
+   ```bash
+   <SKILL_DIR>/pat validate-manifest
+   ```
+
+   If issues reported → `<SKILL_DIR>/pat validate-manifest --fix` → re-validate → STOP if still failing.
+
+   After gate passes, continue to Step 1 to ensure `[snowflake].connection` is set.
+
+   **Case C — manifest.toml missing, no legacy files** → new project, continue to Step 1 (the skill will create it).
+
+   Then continue with the rest of Step 0.
+
+2. **Read the manifest to check for cached prereq state:**
+
+   ```bash
+   cat .sfutils/manifest.toml 2>/dev/null | grep "tools_verified" || echo "not_cached"
+   ```
+
+3. If `tools_verified` has **today's date** → prereqs are cached, skip to Step 1.
+4. Otherwise → run `<SKILL_DIR>/pat check-setup --suggest` and follow the output.
+
+See [Prerequisites](prereqs.md) for the full initialization flow.
+
+**STOP**: Do not proceed until all prerequisites pass.
+
+### Step 1: Resolve and Persist Snowflake Connection
+
+**This step ensures `manifest.toml [snowflake].connection` is set before any other step runs.**
+
+1. **Check if `manifest.toml` already has a connection:**
+
+   ```bash
+   cat .sfutils/manifest.toml 2>/dev/null | grep "^connection" | head -1
+   ```
+
+   **If `connection` is set (non-empty):** manifest is the source of truth — skip to Step 2. Do NOT re-prompt.
+
+2. **Connection not set in manifest — resolve it:**
+
+   Run `snow connection list --format json` to get all available connections:
+
+   ```bash
+   snow connection list --format json
+   ```
+
+   Determine the best default to pre-select (in priority order):
+   - `SNOWFLAKE_DEFAULT_CONNECTION_NAME` env var if set
+   - The connection marked `is_default: true` in `snow connection list` output
+   - First connection in the list
+
+   Use `ask_user_question` presenting all available connections, with the best default pre-selected:
+
+   ```
+   Which Snowflake connection should this project use?
+   [local-oauth]  ← pre-selected (default)
+   [prod-oauth]
+   [ci-service]
+   ```
+
+   **⚠️ STOP**: Wait for user selection.
+
+3. **Persist the chosen connection to `manifest.toml`:**
+
+   ```bash
+   <SKILL_DIR>/pat setup-connection -c <chosen_connection>
+   ```
+
+   This command:
+   - Runs `snow connection test -c <chosen_connection>`
+   - Writes `[snowflake].connection`, `account`, `user`, `account_url` to `manifest.toml`
+   - `manifest.toml` is now the source of truth — `~/.snowflake/config.toml` is not consulted again for this project
+
+4. **Verify manifest was written:**
+
+   ```bash
+   cat .sfutils/manifest.toml | grep -A5 "\[snowflake\]"
+   ```
+
+**If in a git repo, ensure `.gitignore` excludes `.sfutils/`:**
+
+```bash
+git rev-parse --git-dir 2>/dev/null && echo "GIT_REPO" || echo "NOT_GIT"
+```
+
+If GIT_REPO: verify `.gitignore` contains `.sfutils/`. Add if missing using Edit tool.
+
+### Step 2: Check Infrastructure (Conditional)
+
+**First, check `manifest.toml` for cached infra status:**
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep -E "sf_utils_db|infra_ready"
+```
+
+Evaluate these conditions **strictly in order**:
+
+1. If `sf_utils_db` is **empty or missing** → always run check-setup, regardless of `infra_ready`. An empty db means infra was never confirmed for this project.
+2. If `sf_utils_db` has a value AND `infra_ready = true` → skip check-setup, use the cached value, proceed to Step 3.
+3. If `sf_utils_db` has a value BUT `infra_ready = false` → run `check-setup --suggest` to confirm the db exists before proceeding.
+
+> **Why strict order matters:** `migrate` sets `infra_ready = false` when `sf_utils_db` could not be resolved from legacy files. A combined check on both fields prevents silently skipping infra setup.
+
+**Otherwise, read from .env (fallback):**
+
+```bash
+grep -E "^SFUTILS_DB=" .env
+```
+
+**If SFUTILS_DB has value:** Skip to Step 3.
+
+**If empty**, run `check-setup` with --suggest flag:
+
+```bash
+<SKILL_DIR>/pat check-setup --suggest
+```
+
+Parse the JSON response:
+
+- `ready: true` → Database exists, skip to Step 3
+- `ready: false` → Need to create database
+
+**If not ready**, use `ask_user_question` to confirm:
+
+- Show suggested database name from JSON (`suggested_database`)
+- Ask user to confirm or provide custom value
+
+**If user confirms setup**, run:
+
+```bash
+<SKILL_DIR>/pat check-setup --database <DB> --run-setup
+```
+
+**After setup completes:**
+
+- `check-setup` writes `sf_utils_db` and `infra_ready = true` to `manifest.toml` automatically.
+- Update `.env` as well for backward compat: `SFUTILS_DB=<value user confirmed>`
+
+**Note:** SA_ROLE ({PROJECT}_ACCESS) is created in Step 5 by this skill, not by `check-setup`.
+
+**Update memory:**
+
+```
+Update /memories/sfutils-prereqs.md:
+tools_checked: true
+infra_ready: true
+sf_utils_db: <VALUE>
+```
+
+### Step 2a: Admin Role from Manifest
+
+PAT skill requires elevated privileges (CREATE USER, CREATE ROLE, MANAGE GRANTS, CREATE AUTHENTICATION POLICY). Check `manifest.toml` for cached `admin_role` in `[snowflake]`, prompt user if not set, write choice to manifest before any resource creation. See [Admin Role Setup](admin-role-setup.md) for the full privilege matrix, manifest lookup flow, and user prompts.
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep "admin_role"
+```
+
+**⚠️ STOP**: Wait for user input if admin_role not cached.
+
+### Step 2b: Verify Admin Role Privileges
+
+If admin_role is ACCOUNTADMIN, skip verification. For custom roles, verify required grants and prompt user to fix missing privileges. See [Admin Role Setup](admin-role-setup.md#step-2b-verify-admin-role-privileges) for verification queries and remediation flow.
+
+### Step 2c: Multi-PAT Selection
+
+**Check if any PATs already exist in manifest.toml:**
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep -E "^(status|sa_user)" | head -10
+```
+
+**If no `[pat.*]` entries exist or manifest missing:** Continue to Step 2d (first PAT — connection already set in Step 1).
+
+**If PATs exist**, show table using:
+
+```bash
+<SKILL_DIR>/pat list
+```
+
+Use `ask_user_question` to present:
+
+| Option | Action |
+|--------|--------|
+| Add new PAT | Continue to Step 2d to pick connection for new PAT |
+| Manage existing PAT | Pick from table by label to rotate / remove / verify |
+
+**If user selects "Manage existing":**
+- Use `--profile <label>` on subsequent CLI commands — connection switches automatically
+- Jump to relevant step: rotate → Step 3a, remove → Remove Flow, verify → Step 6
+
+**If user selects "Add new PAT":** Continue to Step 2d.
+
+**⚠️ STOP**: Wait for user selection.
+
+### Step 2d: Connection for New PAT
+
+**Used when adding a 2nd (or later) PAT. Step 1 already handled the first PAT's connection.**
+
+1. Read the project's default connection from manifest.toml:
+
+   ```bash
+   cat .sfutils/manifest.toml | grep "^connection" | head -1
+   ```
+
+2. Use `ask_user_question`:
+
+   ```
+   Which connection should this PAT use?
+   [local-oauth]   ← pre-selected (project default from manifest.toml)
+   [prod-oauth]
+   [ci-service]
+   [Choose a different connection — list all]
+   ```
+
+   If user picks the default → pass **no** `--connection` flag (PAT inherits root).
+
+   If user picks a different one → note as `{PAT_CONNECTION}`.
+
+3. **If a different connection was picked**, run `snow connection test` to confirm it works, then pass `--connection {PAT_CONNECTION}` on the `create` command in Step 5. The CLI will automatically cache `account`/`user`/`account_url` in `[pat.{LABEL}]`.
+
+**⚠️ STOP**: Wait for user selection before proceeding to Step 3.
+
+### Step 3: Gather Requirements (User-Prefixed Demo-Context Naming)
+
+**Detect demo context from current directory:**
+
+```bash
+basename $(pwd)
+```
+
+Example: `hirc-duckdb-demo` → demo context = `HIRC_DUCKDB_DEMO`
+
+**Read existing values — prefer `manifest.toml`, fall back to `.env`:**
+
+```bash
+# Check manifest.toml first
+cat .sfutils/manifest.toml 2>/dev/null | grep -E "user|sf_utils_db|admin_role" || \
+grep -E "^(SNOWFLAKE_USER|SA_ROLE|SFUTILS_DB)=" .env
+```
+
+**NAMING CONVENTION (User-Prefixed Demo-Context):**
+
+> 💡 **TIP:** Using `{USER}_{DEMO}` prefix is recommended for shared accounts. This prevents naming collisions when multiple users create resources in the same account. The pattern `KAMESHS_MYAPP_RUNNER` clearly identifies the owner and purpose.
+
+Both SA_ROLE and service user should use user-prefixed demo context for consistency:
+
+| Variable | Pattern | Example (user=KAMESHS, demo=myapp) |
+|----------|---------|--------------------------------|
+| SA_ROLE | `{USER}_{DEMO}_ACCESS` | `KAMESHS_MYAPP_ACCESS` |
+| SA_USER | `{USER}_{DEMO}_RUNNER` | `KAMESHS_MYAPP_RUNNER` |
+
+**Prompt for naming preference first:**
+
+Use `ask_user_question`:
+
+```
+💡 Service Account Naming
+
+Using a user prefix is recommended for shared accounts to avoid collisions.
+
+☑ Use prefix: KAMESHS_MYAPP_RUNNER (recommended)
+☐ No prefix: MYAPP_RUNNER
+```
+
+**Then prompt for skill-specific values with appropriate defaults:**
+
+```
+PAT Configuration for demo: <DEMO_CONTEXT>
+
+1. Service user name [default: <USER>_<DEMO>_RUNNER or <DEMO>_RUNNER based on choice]:
+2. PAT role [default: <USER>_<DEMO>_ACCESS or <DEMO>_ACCESS based on choice]:
+3. Admin role for setup [default: from manifest, or ACCOUNTADMIN]:
+4. Database for policy objects [default: from SFUTILS_DB]:
+```
+
+**Auth policy expiry settings (ALWAYS ask user to confirm):**
+
+Use `ask_user_question` with preset options:
+
+```
+PAT Expiry Profile:
+
+☐ Snowflake platform defaults (15/365 days)
+☐ Hardened baseline (7/30 days) - tool default, recommended
+☐ Medium (30/90 days) - Standard development
+☐ Custom - I'll specify values
+```
+
+| Profile | Default Expiry | Max Expiry | Use Case |
+|---------|---------------|------------|----------|
+| Snowflake platform defaults | 15 days | 365 days | Snowflake platform defaults |
+| Hardened baseline | 7 days | 30 days | Tool default, recommended |
+| Medium | 30 days | 90 days | Standard development |
+| Custom | (prompt) | (prompt) | User-specified |
+
+**If user selects "Custom":**
+
+```
+5. PAT default expiry days [default: 15]:
+6. PAT max expiry days [default: 365]:
+```
+
+**STOP**: Wait for user input on ALL values including expiry settings.
+
+**After user provides input:**
+
+- SA_USER and SA_ROLE will be written to `manifest.toml` (`[pat.<label>]` entry) automatically by the CLI in Step 5. Do NOT write them to `.env` manually.
+- For backward compat only: the CLI also updates `.env` with `SA_USER=<value>` and `SA_ROLE=<value>` automatically — no manual `.env` edit needed.
+
+### Step 3a: Check for Existing PAT
+
+**Check if PAT already exists for the user (using elevated role):**
+
+```bash
+snow sql -c {CONNECTION} --role <ADMIN_ROLE> -q "SHOW USER PATS FOR USER <SA_USER>" --format json
+```
+
+> Where `{CONNECTION}` is read from `manifest.toml` `[snowflake].connection`.
+
+> ⚠️ **IMPORTANT:** All account-level operations from this step onwards MUST use `--role <ADMIN_ROLE>` (from manifest) to ensure proper privileges.
+
+**If PAT exists**, use `ask_user_question` to ask:
+
+| Option | Action |
+|--------|--------|
+| Rotate existing | Rotate token using `ROTATE PAT` command — generates new secret, keeps all policies intact |
+| Remove and recreate | Clean removal of all resources, then fresh start |
+| Cancel | Stop workflow |
+
+**If user chooses "Rotate existing":**
+
+Use `ask_user_question` to confirm and gather preferences before executing:
+
+```
+Rotate PAT for user: {SA_USER}
+
+Old token behaviour after rotation:
+  A. Expire in 24 hours (default — allows a grace period)
+  B. Expire immediately
+  C. Cancel
+```
+
+**⚠️ STOP**: Wait for user choice. On "C", stop the workflow.
+
+```bash
+<SKILL_DIR>/pat \
+  rotate --user {SA_USER} --role {SA_ROLE} --yes
+```
+
+> Append `--expire-rotated-after-hours 0` if user chose "B" and the option is supported.
+
+**⛔ MANDATORY NEXT STEP:** Proceed immediately to Step 6 (Verify Connection). Do not declare success or end the workflow before `pat verify` completes successfully.
+
+**If user chooses "Remove and recreate":**
+
+Use `ask_user_question` tool to present what will be removed and collect confirmation:
+
+```
+⚠️  DESTRUCTIVE: This will permanently remove ALL resources for {SA_USER}:
+  - PAT token
+  - Authentication policy ({SA_USER}_AUTH_POLICY)
+  - Network policy ({SA_USER}_NETWORK_POLICY)
+  - Network rule ({SA_USER}_NETWORK_RULE)
+  - Service user ({SA_USER})
+  - Service role ({SA_ROLE})
+
+Confirm to proceed with removal?
+```
+
+Options: `Yes, destroy all resources` / `Cancel`
+
+**⚠️ STOP**: Wait for confirmation via `ask_user_question`. Accept any clear affirmative (`yes`, `yes, destroy`, `yes, proceed`, `go ahead`). Any non-affirmative → stop the workflow.
+
+**⚠️ DO NOT RUN** the `remove` command below **until** the user has confirmed via `ask_user_question`. The `--yes` flag only satisfies non-interactive CLI behavior; it does **not** count as user approval.
+
+**After receiving confirmation, run `pat remove` even if `{SA_USER}` does not currently exist in Snowflake.** The CLI handles absent users gracefully. Never skip or short-circuit this step.
+
+**State lifecycle: `DELETE_IN_PROGRESS → REMOVED`** — the CLI writes `DELETE_IN_PROGRESS` before any DROP commands run, then `REMOVED` after all resources are confirmed deleted.
+
+```bash
+<SKILL_DIR>/pat \
+  remove --user {SA_USER} --db {SFUTILS_DB} --drop-user --yes
+```
+
+> **Note:** Dropping the service role `{SA_ROLE}` is separate from `remove`. If needed, run [`DROP ROLE`](https://docs.snowflake.com/en/sql-reference/sql/drop-role) (or your org’s equivalent) with a sufficiently privileged role.
+
+Then continue to Step 4.
+
+**If no PAT exists:** Continue to Step 4.
+
+### Step 4: Preview (Dry Run)
+
+Run dry-run to preview ALL SQL that will be executed:
+
+```bash
+<SKILL_DIR>/pat \
+  --comment "{COMMENT_PREFIX}" \
+  create --user {SA_USER} --role {SA_ROLE} --db {SFUTILS_DB} \
+  --default-expiry-days {DEFAULT_EXPIRY} --max-expiry-days {MAX_EXPIRY} --dry-run
+```
+
+> **⛔ MANDATORY — CANNOT BE SKIPPED:** Always run `--dry-run` first. Even if the user explicitly asks to skip the preview, run dry-run anyway before proceeding.
+
+Follow the [Dry-Run Output Rule](cli-reference.md#dry-run-output-rule): capture and paste the full output into your response.
+
+> 🔄 **On pause/resume:** Re-run `--dry-run` and paste the complete output again before asking for confirmation.
+
+**STOP**: Wait for explicit user approval ("yes", "ok", "proceed") before creating resources.
+
+### Step 5: Create PAT Resources
+
+> Step 4 already showed SQL and got user approval. Now executing.
+
+```bash
+<SKILL_DIR>/pat \
+  --comment "{COMMENT_PREFIX}" \
+  create --user {SA_USER} --role {SA_ROLE} --db {SFUTILS_DB} \
+  --default-expiry-days {DEFAULT_EXPIRY} --max-expiry-days {MAX_EXPIRY} --yes
+```
+
+PAT is stored automatically in the OS keyring. No additional secret storage step required.
+
+**Write PAT record** to `.sfutils/manifest.toml`. The manifest write happens in two stages:
+
+1. **Before any SQL runs** — the CLI automatically writes `status = "CREATE_IN_PROGRESS"` as soon as the user confirms (via `_begin_pat_create()`). This ensures the manifest always reflects current intent even if creation fails mid-way. No manual action needed.
+
+2. **After all resources confirmed + verify passes** — the CLI updates the entry to `status = "COMPLETE"` with the full resource details. See [Manifest Flows — TOML PAT Entry](manifest-flows.md#toml-pat-entry-template) for the template and progressive write instructions.
+
+**State lifecycle: `CREATE_IN_PROGRESS → COMPLETE`**
+
+**After writing the manifest entry**, always validate:
+
+```bash
+<SKILL_DIR>/pat validate-manifest
+```
+
+If validation fails → fix the reported issues before proceeding to Step 6. Use [manifest.toml.example](manifest.toml.example) as the schema reference.
+
+**On failure:** Present error and remediation steps. Do NOT proceed to Step 6.
+
+### Step 6: Verify Connection (MANDATORY)
+
+**Always verify the PAT works after creation:**
+
+```bash
+<SKILL_DIR>/pat \
+  verify --user {SA_USER} --role {SA_ROLE}
+```
+
+**After success, show:**
+
+```
+PAT verified successfully.
+Expiry: {DEFAULT_EXPIRY} days from creation
+Max: {MAX_EXPIRY} days
+Snowflake limit: up to 15 active PATs per user
+Security: PAT stored in OS keyring only — never written to disk.
+```
+
+**If verification fails:**
+
+- Check network policy allows current IP
+- Verify auth policy is attached to user
+- Verify network policy is assigned to user BEFORE auth policy (required when `NETWORK_POLICY_EVALUATION = ENFORCED_REQUIRED`)
+- If keyring entry missing: tell user to run `sfutils-pat show-pat --user {SA_USER}` in their own terminal to confirm the token exists
+
+
+### Step 7: Resource Manifest Format Reference
+
+See [Manifest Flows](manifest-flows.md) for the TOML `[pat.{LABEL}]` entry template, progressive writing, export for sharing, and remove/cleanup flows.
+
+## Reference
+
+- [Prerequisites](prereqs.md) — Step 0/0b tool checks and manifest init
+- [Admin Role Setup](admin-role-setup.md) — Step 2a/2b admin role discovery, privilege verification, and remediation
+- [CLI Reference](cli-reference.md) — `check-setup`, `setup-connection`, `validate-manifest` command reference and PAT security notes
+- [Manifest Flows](manifest-flows.md) — TOML `[pat.{LABEL}]` entry template, progressive writing, export for sharing, and remove/cleanup flows
+- [manifest.toml.example](manifest.toml.example) — **Canonical schema reference** with annotations; covers single-PAT, multi-PAT, and multi-connection scenarios
+- [Replay Flows](replay-flows.md) — Replay single skill and replay all skills flows
+- [Supplemental](supplemental.md) — Stopping points, output, SQL reference, troubleshooting, security notes, and security checklist
diff --git a/skills/programmatic-access-token/admin-role-setup.md b/skills/programmatic-access-token/admin-role-setup.md
new file mode 100644
index 00000000..75c44dc8
--- /dev/null
+++ b/skills/programmatic-access-token/admin-role-setup.md
@@ -0,0 +1,135 @@
+### Step 2a: Admin Role from Manifest
+
+**Purpose:** PAT skill requires elevated privileges for account-level objects. Get admin_role from manifest.
+
+> **📍 MANIFEST FILE:** `.sfutils/manifest.toml` - always use this exact path, never search for other patterns
+
+**Required privileges for PAT skill:**
+
+| Privilege | Scope | Required For | Default Role |
+|-----------|-------|--------------|--------------|
+| CREATE USER | Account | Creating service user | USERADMIN+ |
+| CREATE ROLE | Account | Creating SA_ROLE | USERADMIN+ |
+| MANAGE GRANTS | Account | Granting role to user | SECURITYADMIN+ |
+| CREATE AUTHENTICATION POLICY | Schema | Creating auth policy | Schema owner |
+
+> **Note:** Only ACCOUNTADMIN has ALL these privileges by default.
+
+**Ensure secured .sfutils directory:**
+
+```bash
+mkdir -p .sfutils && chmod 700 .sfutils
+```
+
+**Check manifest for existing admin_role:**
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep "admin_role"
+```
+
+**If admin_role exists in `[snowflake]` or in a `[pat.*]` entry:** Use it, continue to Step 2b (privilege verification).
+
+**If admin_role NOT set, check other skills' manifests:**
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep -A10 "\[snowflake\]" | grep "admin_role"
+```
+
+**If another skill has admin_role, ask user:**
+
+```
+Found admin_role from another skill:
+  sfutils-extvolumes: ACCOUNTADMIN
+  
+PAT creation requires CREATE USER + CREATE ROLE + MANAGE GRANTS + CREATE AUTHENTICATION POLICY.
+
+Options:
+1. Use existing: ACCOUNTADMIN
+2. Use Snowflake default: ACCOUNTADMIN
+3. Specify a different role
+```
+
+**If NO admin_role exists anywhere, prompt:**
+
+```
+PAT creation requires these privileges:
+  - CREATE USER (Account)
+  - CREATE ROLE (Account)
+  - MANAGE GRANTS (Account)
+  - CREATE AUTHENTICATION POLICY (Schema)
+
+Snowflake recommends: ACCOUNTADMIN (has all privileges by default)
+
+Enter admin role for PAT [ACCOUNTADMIN]: 
+```
+
+**⚠️ STOP**: Wait for user input.
+
+**IMMEDIATELY write to manifest (before ANY resource creation):**
+
+Use the Edit tool to update `[snowflake].admin_role` in `.sfutils/manifest.toml`:
+
+```toml
+[snowflake]
+admin_role = "<USER_ROLE>"
+```
+
+Or run `<SKILL_DIR>/pat setup-connection -c <connection> --admin-role <USER_ROLE>` to write it.
+
+```bash
+chmod 600 .sfutils/manifest.toml
+```
+
+**Update memory:**
+
+```
+Update /memories/sfutils-prereqs.md:
+pat_admin_role: <USER_ROLE>
+```
+
+Continue to Step 2b.
+
+### Step 2b: Verify Admin Role Privileges
+
+**If admin_role is ACCOUNTADMIN:** Skip verification, continue to Step 3.
+
+**If admin_role is a custom role**, verify it has required privileges:
+
+```bash
+set -a && source .env && set +a && snow sql --role <ADMIN_ROLE> -q "
+SHOW GRANTS TO ROLE <ADMIN_ROLE>;
+" --format json
+```
+
+**Check for these grants in the output:**
+
+| Look For | Privilege | On |
+|----------|-----------|-----|
+| CREATE USER | `CREATE USER` | ACCOUNT |
+| CREATE ROLE | `CREATE ROLE` | ACCOUNT |
+| MANAGE GRANTS | `MANAGE GRANTS` | ACCOUNT |
+| CREATE AUTHENTICATION POLICY | `CREATE AUTHENTICATION POLICY` | SCHEMA (SFUTILS_DB.POLICIES) |
+
+**If any privilege is missing**, use `ask_user_question` with options:
+
+| Option | Action |
+|--------|--------|
+| Grant missing privileges | Show GRANT statements for user to execute with elevated role |
+| Use a different role | Go back to Step 2a to select different role |
+| Cancel | Stop workflow |
+
+**If user chooses "Grant missing privileges":**
+
+Show SQL for each missing privilege:
+
+```sql
+-- Run as ACCOUNTADMIN or SECURITYADMIN
+GRANT CREATE USER ON ACCOUNT TO ROLE <ADMIN_ROLE>;
+GRANT CREATE ROLE ON ACCOUNT TO ROLE <ADMIN_ROLE>;
+GRANT MANAGE GRANTS ON ACCOUNT TO ROLE <ADMIN_ROLE>;
+GRANT CREATE AUTHENTICATION POLICY ON SCHEMA <SF_UTILS_DB>.POLICIES TO ROLE <ADMIN_ROLE>;
+```
+
+**STOP**: Wait for user to confirm privileges have been granted, then re-verify.
+
+Continue to Step 3.
diff --git a/skills/programmatic-access-token/cli-reference.md b/skills/programmatic-access-token/cli-reference.md
new file mode 100644
index 00000000..d78d4dc3
--- /dev/null
+++ b/skills/programmatic-access-token/cli-reference.md
@@ -0,0 +1,345 @@
+## Dry-Run Output Rule
+
+**Terminal output gets collapsed/truncated by the UI.** After running any `--dry-run` command, you MUST:
+
+1. Read the terminal output
+2. Copy-paste the ENTIRE result into your response
+3. Use language-tagged code blocks: `` ```text `` for summary, `` ```sql `` for SQL
+4. Never just run the command silently or say "see output above"
+
+> On pause/resume: Re-run `--dry-run` and paste the complete output again before asking for confirmation.
+
+## PAT Security
+
+**🚨 CRITICAL: NEVER display PAT tokens in ANY output:**
+
+- Diff output (use `***REDACTED***` placeholder)
+- Log messages
+- Console output
+- Summary displays
+- Error messages
+- Debug output
+
+**Always mask as:** `***REDACTED***`
+
+**PAT storage:** PAT is stored in the OS keyring automatically by `create` and `rotate`. It is **never** written to `.env` or any file. Only `SA_USER` and `SA_ROLE` are written to `.env` (via `--dot-env-file`). If you accidentally display a raw token value:
+
+1. Immediately inform the user
+2. Recommend rotating: `sfutils-pat rotate --user <SA_USER> --role <SA_ROLE>`
+
+## CLI Invocation
+
+This skill provides the `pat` wrapper script for simplified CLI access:
+
+```bash
+<SKILL_DIR>/pat <command> [options]       # main CLI (sfutils-pat)
+<SKILL_DIR>/pat check-setup [options]     # pre-flight infra check
+```
+
+> Equivalent to `uv run --project <SKILL_DIR> sfutils-pat ...` and `uv run --project <SKILL_DIR> check-setup ...` respectively.
+> Connection is read from `manifest.toml [snowflake].connection` automatically and passed as `-c <connection>` to all `snow sql` calls.
+
+## Tools
+
+### check-setup (bundled in the sfutils-pat package)
+
+**Description:** Pre-flight check for sfutils infrastructure (database + schemas).
+
+**Usage:**
+
+```bash
+<SKILL_DIR>/pat check-setup
+```
+
+**Options:**
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--database` | `-d` | No | from `SFUTILS_DB` env or `{USER}_SNOW_UTILS` | Database name to check/create |
+| `--run-setup` | - | No | false | Run setup SQL if infrastructure missing |
+| `--suggest` | - | No | false | Output suggested defaults as JSON |
+
+### sfutils-pat CLI
+
+**Description:** Creates and manages Snowflake PATs with network and auth policies.
+
+**Global Options (BEFORE command):**
+
+| Option | Short | Env Var | Default | Description |
+|--------|-------|---------|---------|-------------|
+| `--verbose` | `-v` | - | false | Enable verbose output |
+| `--debug` | `-d` | - | false | Enable debug output (shows SQL and subprocess commands) |
+| `--comment` | `-c` | `SF_UTILS_COMMENT` | auto | Comment prefix for SQL resources (inferred from SA_USER if not provided) |
+| `--manifest-path` | `-m` | - | `.sfutils/manifest.toml` | Path to manifest.toml |
+
+**CRITICAL RULES FOR COCO:**
+
+| Rule | Description |
+|------|-------------|
+| **Always confirm** | NEVER execute create, remove, or rotate without explicit user confirmation |
+| **Show what will happen** | Display SQL preview or summary BEFORE asking for confirmation |
+| **One operation at a time** | Don't chain multiple destructive operations |
+| **Fail fast** | Check prerequisites before running; stop with clear error if not met |
+
+**Pre-Check Rules (Fail Fast):**
+
+| Command | Pre-Check | If Fails |
+|---------|-----------|----------|
+| `create` | User doesn't exist | Stop: "User {SA_USER} already exists. Use `rotate` to refresh token or `remove` first." |
+| `rotate` | PAT exists for user | Stop: "No existing PAT found for {SA_USER}. Use `create` instead." |
+| `remove` | User/resources exist | Proceed gracefully (idempotent with IF EXISTS) |
+
+**Command Selection Rules:**
+
+| Scenario | Command | When to Use |
+|----------|---------|-------------|
+| New PAT needed | `create` | User has no existing PAT, or chose "Remove and recreate" in Step 3a |
+| PAT exists, refresh token | `rotate` | User chose "Rotate existing" in Step 3a - keeps all policies |
+| Full cleanup | `remove` | User explicitly requests cleanup, or "Remove and recreate" before create |
+| Test connection | `verify` | After create or rotate to confirm PAT works |
+
+**Confirmation Flow:**
+
+1. **create**: Show SQL preview (Step 4) → Ask "Proceed with creation?" → Execute only on "yes"
+2. **remove**: Show resources to be deleted → Ask "Confirm deletion of these resources?" → Execute only on "yes" in **this chat** → then pass `--yes` to the CLI only so a non-interactive subprocess can run (see [Manifest Flows](manifest-flows.md) for manifest-driven cleanup)  
+3. **rotate**: Show current PAT info → Ask "Rotate PAT for user X?" → Execute only on "yes"
+
+**Post-Operation Rules:**
+
+| Command | After Success |
+|---------|---------------|
+| `create` | PAT stored in OS keyring; SA_USER and SA_ROLE written to manifest.toml → Run `verify` → manifest entry status set to COMPLETE |
+| `rotate` | New PAT stored in OS keyring automatically → Run `verify` |
+| `remove` | Read manifest first for exact names → Remove skill section from manifest |
+| `replay` | Read manifest → Single info confirmation → Execute all steps → Update manifest progressively |
+| `resume` | Read manifest (IN_PROGRESS) → Show completed/PENDING → Continue from first PENDING |
+
+**Commands:**
+
+| Command | Description |
+|---------|-------------|
+| `create` | Create service user, policies, and PAT |
+| `remove` | Remove all PAT-related resources (dependency-aware order) |
+| `rotate` | Regenerate PAT token, keeps all policies intact |
+| `verify` | Test PAT connection using the Python connector (`authenticator='PROGRAMMATIC_ACCESS_TOKEN'`) |
+| `list` | List all PATs from manifest.toml (label, sa_user, status, expiry) |
+| `setup-connection` | Pick a Snowflake connection and persist it to manifest.toml |
+| `validate-manifest` | Validate manifest.toml structure; `--fix` to auto-repair missing sections |
+| `migrate` | Migrate legacy `.env` + `sfutils-manifest.md` to `manifest.toml` |
+
+**🔴 COMMAND NAMES (exact -- do NOT substitute):**
+
+- `create` -- NOT "setup", "make", "provision", "init"
+- `remove` -- NOT "delete", "destroy", "cleanup", "drop"
+- `rotate` -- NOT "refresh", "renew", "regenerate"
+- `verify` -- NOT "check", "test", "validate", "ping"
+
+**🔴 OPTION NAMES (NEVER guess or invent options):**
+
+> ONLY use options listed in the CLI Reference tables below.
+> If a command fails with "No such option", run `sfutils-pat <command> --help` to see actual available options and use ONLY those.
+> NEVER invent, abbreviate, or rename options (e.g., `--dot-env-file` is NOT `--env-file`, `--default-expiry-days` is NOT `--expiry`).
+
+#### create
+
+> **⚠️ ALWAYS include `--default-expiry-days` and `--max-expiry-days` explicitly.**
+> These are the exact CLI parameter names. NEVER substitute (e.g., `--expiry`, `--validity-days`, `--pat-expiry`).
+
+```bash
+<SKILL_DIR>/pat \
+  create --user <SA_USER> --role <SA_ROLE> --db <SF_UTILS_DB> \
+  --default-expiry-days <DEFAULT_EXPIRY> --max-expiry-days <MAX_EXPIRY> --output json
+```
+
+**Example with hardened baseline (7/30):**
+
+```bash
+<SKILL_DIR>/pat \
+  create --user <SA_USER> --role <SA_ROLE> --db <SF_UTILS_DB> \
+  --default-expiry-days 7 --max-expiry-days 30 --output json
+```
+
+**Example with custom expiry (7/30):**
+
+```bash
+<SKILL_DIR>/pat \
+  create --user <SA_USER> --role <SA_ROLE> --db <SF_UTILS_DB> \
+  --default-expiry-days 7 --max-expiry-days 30 --output json
+```
+
+**Options:**
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--user` | `-u` | `SA_USER` | No | - | Service user name (or use --profile) |
+| `--role` | `-r` | `SA_ROLE` | No | - | PAT role restriction (or use --profile) |
+| `--profile` | `-p` | - | No | - | PAT label from manifest.toml — resolves --user and --role |
+| `--connection` | - | - | No | - | Snowflake connection for this PAT (overrides manifest default; stores metadata in PAT entry) |
+| `--db` | `-d` | `SFUTILS_DB` | Yes | - | Database for policy objects |
+| `--pat-name` | - | `PAT_NAME` | No | `{USER}_PAT` | Name for the PAT token |
+| `--rotate/--no-rotate` | - | - | No | true | Rotate existing PAT |
+| `--env-path` | - | - | No | `.env` | Path to .env file |
+| `--skip-verify` | - | - | No | false | Skip connection verification after creation |
+| `--allow-local/--no-local` | - | - | No | true | Include auto-detected local IP |
+| `--allow-gh` | - | - | No | false | Add `SNOWFLAKE.NETWORK_SECURITY.GITHUBACTIONS_GLOBAL` (Snowflake-managed SaaS rule) to the network policy — auto-updated by Snowflake; no role access to `SNOWFLAKE.NETWORK_SECURITY` required; not available in gov regions |
+| `--allow-google` | - | - | No | false | Include Google Cloud IPs |
+| `--extra-cidrs` | - | - | No | - | Additional CIDRs (can be repeated) |
+| `--default-expiry-days` | - | - | No | 7 | PAT default expiry |
+| `--max-expiry-days` | - | - | No | 30 | PAT max expiry |
+| `--dry-run` | - | - | No | false | Preview SQL without executing |
+| `--admin-role` | `-a` | - | No | `accountadmin` | Admin role for creating resources |
+| `--force` | `-f` | - | No | false | Overwrite existing network rule/policy (CREATE OR REPLACE) |
+| `--output` | `-o` | - | No | `text` | Output format: `text` or `json` |
+| `--skip-network` | - | - | No | false | Skip built-in network rule/policy creation (only pass when you separately ran sfutils-networks for a shared network policy) |
+| `--dot-env-file` | - | - | No | - | Write SA_USER and SA_ROLE only to this .env file (PAT never written to disk) |
+| `--yes` | `-y` | - | No | false | Skip interactive confirmation (REQUIRED for Cortex Code automation) |
+
+#### remove
+
+Removes all PAT-related resources in correct dependency order:
+PAT → Auth Policy (unset) → User → Auth Policy (drop) → Network Policy → Network Rule
+
+```bash
+<SKILL_DIR>/pat \
+  remove --user <SA_USER> --db <SF_UTILS_DB>
+```
+
+**Options:**
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--user` | `-u` | `SA_USER` | Yes | - | Service user to remove |
+| `--db` | `-d` | `SFUTILS_DB` | Yes | - | Database containing policies |
+| `--pat-name` | - | `PAT_NAME` | No | `{USER}_PAT` | Name of the PAT to remove |
+| `--drop-user` | - | - | No | false | Also drop the service user |
+| `--pat-only` | - | - | No | false | Only remove PAT, keep policies |
+| `--admin-role` | `-a` | - | No | `accountadmin` | Admin role for removing resources |
+| `--env-path` | - | - | No | `.env` | .env file path |
+| `--yes` | - | - | No | - | Auto-confirm removal (Click confirmation_option) |
+
+#### rotate
+
+Regenerates PAT token while keeping all existing policies intact.
+
+```bash
+<SKILL_DIR>/pat \
+  rotate --user <SA_USER> --role <SA_ROLE>
+```
+
+**Options:**
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--user` | `-u` | `SA_USER` | Yes | - | Service user with existing PAT |
+| `--role` | `-r` | `SA_ROLE` | Yes | - | Role restriction for new PAT |
+| `--pat-name` | - | `PAT_NAME` | No | `{USER}_PAT` | Name for the PAT token |
+| `--admin-role` | `-a` | - | No | `accountadmin` | Admin role for rotation |
+| `--env-path` | - | - | No | `.env` | .env file path |
+| `--skip-verify` | - | - | No | false | Skip connection verification after rotation |
+| `--output` | `-o` | - | No | `text` | Output format: `text` or `json` |
+| `--print` | - | - | No | false | Print PAT to stdout after storing (insecure; cannot use with `-o json`) |
+
+**After rotation:** New token is stored automatically in the OS keyring. Run verify to confirm:
+
+```bash
+<SKILL_DIR>/pat \
+  verify --user <SA_USER> --role <SA_ROLE>
+```
+
+#### verify
+
+Tests PAT authentication using the Python connector (`authenticator='PROGRAMMATIC_ACCESS_TOKEN'`). Does not use `snow sql` or `SNOWFLAKE_PASSWORD`.
+
+```bash
+<SKILL_DIR>/pat \
+  verify --user <SA_USER> --role <SA_ROLE>
+```
+
+**Options:**
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--user` | `-u` | `SA_USER` | Yes | - | Service user to verify |
+| `--role` | `-r` | `SA_ROLE` | Yes | - | Role to test with |
+| `--pat-name` | - | `PAT_NAME` | No | `{USER}_PAT` | Name of the PAT token to verify |
+
+> **PAT loaded from OS keyring only.** No `--password` flag or `SA_PAT` env fallback. The token must be in the keyring (stored automatically by `create` and `rotate`).
+
+**Verification runs:** `SELECT current_timestamp()` to confirm auth works.
+
+#### show-pat
+
+Prints the raw PAT token for a service user from the OS keyring.
+
+**⛔ Cortex Code must NEVER run this command.** In non-interactive mode it requires `--yes`, which would print the raw token into bash output and conversation history, leaking the secret.
+
+**If the user needs the raw token**, tell them to run this command themselves in their own terminal:
+
+```bash
+sfutils-pat show-pat --user <SA_USER>
+```
+
+The CLI will prompt for confirmation before printing. The token is shown in the terminal only and never captured by Cortex Code.
+
+---
+
+#### setup-connection
+
+Persist a Snowflake connection to manifest.toml as the project default.
+
+```bash
+<SKILL_DIR>/pat setup-connection -c <connection_name>
+```
+
+Runs `snow connection test`, caches `account`/`user`/`account_url` in `[snowflake]`, and makes manifest.toml the source of truth. Run this once per project after picking a connection from `snow connection list`.
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--connection` | `-c` | Yes | - | Snowflake connection name (from `snow connection list`) |
+| `--admin-role` | - | No | `ACCOUNTADMIN` | Admin role to cache in manifest.toml |
+
+---
+
+#### validate-manifest
+
+Validate manifest.toml structure. Exits 1 if invalid (usable as a CI gate).
+
+```bash
+<SKILL_DIR>/pat validate-manifest
+<SKILL_DIR>/pat validate-manifest --fix   # repair structural gaps then validate
+```
+
+| Option | Required | Default | Description |
+|--------|----------|---------|-------------|
+| `--fix` | No | false | Fill missing sections with defaults before validating |
+
+---
+
+#### list
+
+List all PATs in manifest.toml with status.
+
+```bash
+<SKILL_DIR>/pat list
+```
+
+Output: label / sa_user / status / expiry (def/max). Use to find `--profile` labels.
+
+---
+
+#### migrate
+
+Migrate legacy `.env` + `sfutils-manifest.md` to `manifest.toml`.
+
+```bash
+<SKILL_DIR>/pat migrate --dry-run   # preview
+<SKILL_DIR>/pat migrate             # write
+```
+
+Does NOT delete old files.
+
+| Option | Required | Default | Description |
+|--------|----------|---------|-------------|
+| `--env-path` | No | `.env` | Source .env file |
+| `--manifest-md` | No | `.sfutils/sfutils-manifest.md` | Source markdown manifest |
+| `--dry-run` | No | false | Preview without writing |
diff --git a/skills/programmatic-access-token/manifest-flows.md b/skills/programmatic-access-token/manifest-flows.md
new file mode 100644
index 00000000..f20ffb27
--- /dev/null
+++ b/skills/programmatic-access-token/manifest-flows.md
@@ -0,0 +1,398 @@
+### Step 7: Resource Manifest Format Reference
+
+> **When to write:** Manifest is updated PROGRESSIVELY in Steps 5a, 5b, 5c - NOT here.
+> This section defines the TOML FORMAT to use.
+
+**Manifest Location:** `.sfutils/manifest.toml`
+
+**Create directory if needed:**
+
+```bash
+mkdir -p .sfutils && chmod 700 .sfutils
+```
+
+---
+
+#### TOML PAT Entry Template
+
+Write or append a `[pat.{LABEL}]` block to `.sfutils/manifest.toml` using the Edit tool. The label is the TOML key — it must be a valid bare identifier (letters, digits, hyphens, underscores). If `manifest.toml` does not yet exist, initialise it first (see [prereqs.md](prereqs.md)), then append the block below.
+
+**State lifecycle:**
+```
+Create: CREATE_IN_PROGRESS → COMPLETE
+Remove: DELETE_IN_PROGRESS → REMOVED
+```
+
+**⛔ Write order is mandatory:** the `[pat.{LABEL}]` block with `status = "CREATE_IN_PROGRESS"` is written **before the first SQL command runs** (the CLI does this automatically via `_begin_pat_create()`). This ensures the manifest always reflects current intent even if creation fails mid-way.
+
+**Before first SQL** — write immediately after user approves (before any resource creation):
+
+```toml
+[pat.{LABEL}]
+status              = "CREATE_IN_PROGRESS"
+created_at          = "{TIMESTAMP}"
+rotated_at          = "{TIMESTAMP}"
+sa_user             = "{SA_USER}"
+sa_role             = "{SA_ROLE}"
+pat_name            = "{SA_USER}_PAT"
+comment_prefix      = "{COMMENT_PREFIX}"
+sf_utils_db         = "{SFUTILS_DB}"
+admin_role          = "{ADMIN_ROLE}"
+default_expiry_days = {DEFAULT_EXPIRY}
+max_expiry_days     = {MAX_EXPIRY}
+local_ip            = "{LOCAL_IP}"
+allow_github        = false
+allow_google        = false
+extra_cidrs         = []
+
+[pat.{LABEL}.resources]
+network_rule        = "{SFUTILS_DB}.NETWORKS.{SA_USER}_NETWORK_RULE"
+network_policy      = "PENDING"
+auth_policy         = "PENDING"
+service_user        = "PENDING"
+service_role        = "PENDING"
+pat                 = "PENDING"
+
+[pat.{LABEL}.cleanup]
+user                = "{SA_USER}"
+db                  = "{SFUTILS_DB}"
+drop_user           = true
+```
+
+**After each subsequent resource is confirmed**, use the Edit tool to update the relevant `[pat.{LABEL}.resources]` field from `"PENDING"` to its actual value, and update `rotated_at`.
+
+**After all resources are created and verify passes**, change `status = "COMPLETE"`:
+
+```toml
+[pat.{LABEL}]
+status              = "COMPLETE"
+created_at          = "{TIMESTAMP}"
+rotated_at          = "{TIMESTAMP}"
+sa_user             = "{SA_USER}"
+sa_role             = "{SA_ROLE}"
+pat_name            = "{SA_USER}_PAT"
+comment_prefix      = "{COMMENT_PREFIX}"
+sf_utils_db         = "{SFUTILS_DB}"
+admin_role          = "{ADMIN_ROLE}"
+default_expiry_days = {DEFAULT_EXPIRY}
+max_expiry_days     = {MAX_EXPIRY}
+local_ip            = "{LOCAL_IP}"
+allow_github        = false
+allow_google        = false
+extra_cidrs         = []
+
+[pat.{LABEL}.resources]
+network_rule        = "{SFUTILS_DB}.NETWORKS.{SA_USER}_NETWORK_RULE"
+network_policy      = "{SA_USER}_NETWORK_POLICY"
+auth_policy         = "{SFUTILS_DB}.POLICIES.{SA_USER}_AUTH_POLICY"
+service_user        = "{SA_USER}"
+service_role        = "{SA_ROLE}"
+pat                 = "{SA_USER}_PAT"
+
+[pat.{LABEL}.cleanup]
+user                = "{SA_USER}"
+db                  = "{SFUTILS_DB}"
+drop_user           = true
+```
+
+> **For multi-PAT projects:** Each additional PAT is a new `[pat.{LABEL}]` block. The label is the key used with `--profile` on the CLI — choose something meaningful like `app-runner` or `ci-runner`.
+
+#### Multi-PAT: Independent Status Per Label
+
+Each `[pat.<label>]` tracks its own lifecycle independently. Creating or removing one label never touches another:
+
+```
+[pat.app-runner]   status = "COMPLETE"           ← running, untouched
+[pat.ci-runner]    status = "CREATE_IN_PROGRESS"  ← currently being created
+```
+
+After ci-runner completes:
+```
+[pat.app-runner]   status = "COMPLETE"
+[pat.ci-runner]    status = "COMPLETE"
+```
+
+Removing app-runner only affects that label:
+```
+[pat.app-runner]   status = "DELETE_IN_PROGRESS" → REMOVED  (removed_at set)
+[pat.ci-runner]    status = "COMPLETE"            ← unchanged
+```
+
+Use `sfutils-pat list` to see all labels and statuses at a glance.
+
+---
+
+#### Legacy Markdown Manifest (`sfutils-manifest.md`)
+
+> **⚠️ DEPRECATED:** New projects use `manifest.toml`. The sections below are retained for projects that have not yet migrated. Use `sfutils-pat migrate` to convert.
+
+**Manifest Location (legacy):** `.sfutils/sfutils-manifest.md`
+
+**Create directory if needed:**
+
+```bash
+mkdir -p .sfutils
+```
+
+**If manifest doesn't exist, create with header:**
+
+```markdown
+# SF Utils Manifest
+
+This manifest records all Snowflake resources created by sfutils skills.
+Each skill section is bounded by START/END markers for easy identification.
+Cortex Code uses this manifest to track, audit, and cleanup resources.
+
+---
+```
+
+#### Progressive Manifest Writing
+
+**Update manifest AFTER EACH resource is successfully created (not at the end).** Use the **file editing tool** (Edit/StrReplace) for all manifest updates.
+
+This enables recovery if Cortex Code loses context mid-creation.
+
+**After Step 1 (Network Rule created):**
+
+```markdown
+<!-- START -- programmatic-access-token -->
+## PAT Resources: {COMMENT_PREFIX}
+
+**Created:** {TIMESTAMP}
+**User:** {SA_USER}
+**Role:** {SA_ROLE}
+**Database:** {SFUTILS_DB}
+**Comment:** {COMMENT_PREFIX}
+**Default Expiry (days):** {DEFAULT_EXPIRY}
+**Max Expiry (days):** {MAX_EXPIRY}
+**Actual Expiry:** {ACTUAL_EXPIRY}
+**Status:** IN_PROGRESS
+
+### Resources (creation order)
+
+| # | Type | Name | Location | Status |
+|---|------|------|----------|--------|
+| 1 | Network Rule | {SA_USER}_NETWORK_RULE | {SFUTILS_DB}.NETWORKS | DONE |
+| 2 | Network Policy | {SA_USER}_NETWORK_POLICY | Account | PENDING |
+| 3 | Auth Policy | {SA_USER}_AUTH_POLICY | {SFUTILS_DB}.POLICIES | PENDING |
+| 4 | Service User | {SA_USER} | Account | PENDING |
+| 5 | PAT | {SA_USER}_PAT | Attached to {SA_USER} | PENDING |
+<!-- END -- programmatic-access-token -->
+```
+
+**After each subsequent resource, update status from `PENDING` to `DONE`.**
+
+**After all resources created, update Status to COMPLETE and add cleanup instructions section:**
+
+```markdown
+<!-- START -- programmatic-access-token -->
+## PAT Resources: {COMMENT_PREFIX}
+
+**Created:** {TIMESTAMP}
+**User:** {SA_USER}
+**Role:** {SA_ROLE}
+**Database:** {SFUTILS_DB}
+**Comment:** {COMMENT_PREFIX}
+**Default Expiry (days):** {DEFAULT_EXPIRY}
+**Max Expiry (days):** {MAX_EXPIRY}
+**Actual Expiry:** {ACTUAL_EXPIRY}
+**Status:** COMPLETE
+
+### Resources (creation order)
+
+| # | Type | Name | Location | Status |
+|---|------|------|----------|--------|
+| 1 | Network Rule | {SA_USER}_NETWORK_RULE | {SFUTILS_DB}.NETWORKS | DONE |
+| 2 | Network Policy | {SA_USER}_NETWORK_POLICY | Account | DONE |
+| 3 | Auth Policy | {SA_USER}_AUTH_POLICY | {SFUTILS_DB}.POLICIES | DONE |
+| 4 | Service User | {SA_USER} | Account | DONE |
+| 5 | PAT | {SA_USER}_PAT | Attached to {SA_USER} | DONE |
+
+### Cleanup Instructions
+
+> **🚨 CRITICAL: ALWAYS USE CLI COMMAND FOR CLEANUP**
+>
+> The CLI command handles dependency order, syntax, and error recovery automatically.
+> **NEVER run raw SQL for cleanup** - use the script command below.
+
+#### CLI Cleanup (REQUIRED)
+
+> **Do not run this block from automation until** the user has confirmed cleanup in chat per **Remove Flow (Manifest-Driven Cleanup)** steps 4–5. The embedded `--yes` is for the subprocess only, not a substitute for that confirmation.
+
+```bash
+<SKILL_DIR>/pat remove --user {SA_USER} --db {SFUTILS_DB} --drop-user --yes
+```
+
+#### SQL Reference (FALLBACK ONLY - if CLI unavailable)
+
+<details>
+<summary>Manual SQL cleanup (dependency order - reverse of creation)</summary>
+
+```sql
+USE ROLE {ADMIN_ROLE};
+-- 1. Remove PAT first (depends on user)
+ALTER USER {SA_USER} REMOVE PAT {SA_USER}_PAT;
+-- 2. Unassign auth policy (MUST do before drop)
+ALTER USER {SA_USER} UNSET AUTHENTICATION POLICY;
+-- 3. Unassign network policy (MUST do before drop) - NOTE: underscore required!
+ALTER USER {SA_USER} UNSET NETWORK_POLICY;
+-- 4. Drop user (now safe - no policy dependencies)
+DROP USER IF EXISTS {SA_USER};
+-- 5. Drop auth policy
+DROP AUTHENTICATION POLICY IF EXISTS {SFUTILS_DB}.POLICIES.{SA_USER}_AUTH_POLICY;
+-- 6. Drop network policy (frees the rule)
+DROP NETWORK POLICY IF EXISTS {SA_USER}_NETWORK_POLICY;
+-- 7. Drop network rule (last - policy depended on it)
+DROP NETWORK RULE IF EXISTS {SFUTILS_DB}.NETWORKS.{SA_USER}_NETWORK_RULE;
+```
+
+</details>
+<!-- END -- programmatic-access-token -->
+```
+
+#### Export for Sharing Flow
+
+**Trigger phrases:** "export manifest for sharing"
+
+**Purpose:** Create a portable copy of the manifest for another developer. See BEST_PRACTICES "Export for Sharing Flow" for the full specification.
+
+**Summary:**
+
+1. Verify ALL skill sections have `Status: COMPLETE`
+2. Read `project_name` from `## project_recipe`
+3. Ask user for export location (default: project root)
+4. Create `{project_name}-manifest.md` with:
+   - `<!-- CORTEX_CODE_INSTRUCTION -->` at top
+   - `## shared_info` with origin metadata
+   - ALL statuses set to `REMOVED`
+   - `# ADAPT: user-prefixed` markers on user-prefixed values
+   - Cleanup instructions stripped
+
+**Setup from shared manifest:** See hirc-duckdb-demo SKILL.md for the full "setup from shared manifest" flow (project directory creation, manifest placement, then replay with name adaptation).
+
+#### Remove Flow (Manifest-Driven Cleanup)
+
+> **🚨 CRITICAL: Cleanup MUST be driven by the manifest.**
+>
+> The manifest contains the exact CLI command to run. NEVER construct cleanup SQL manually.
+
+**Agent guardrail (non-negotiable):** Do **not** invoke `pat remove` (with or without `--yes` / `--drop-user`) from a terminal or tool until the user has **explicitly confirmed in this chat** (step 4 → step 5 below). The `--yes` flag only skips **in-process** `click.confirm` prompts inside the CLI when stdin is not a TTY; it **does not** replace asking the user **here** first. Running `remove … --yes` without that chat confirmation is a policy violation.
+
+**⛔ Run Manifest Gate BEFORE anything else:**
+
+```bash
+<SKILL_DIR>/pat validate-manifest
+```
+
+- Passes → continue
+- Fails → `<SKILL_DIR>/pat validate-manifest --fix` → re-validate → **STOP if still failing**
+
+> A corrupted or partial manifest could produce a wrong cleanup command targeting the wrong user, database, or missing resources entirely. The gate is non-negotiable.
+
+**On `remove` / `cleanup` / `delete` request:**
+
+1. **Check manifest exists:**
+
+   ```bash
+   cat .sfutils/manifest.toml 2>/dev/null || echo "NOT_FOUND"
+   ```
+
+2. **If manifest NOT_FOUND:**
+   - Inform user: "No manifest found. Cannot determine resources to clean up."
+   - Ask: "Do you want to specify cleanup parameters manually?"
+   - If yes, ask for SA_USER and SFUTILS_DB values
+
+3. **If manifest EXISTS:**
+   - Find the `[pat.{LABEL}]` entry where `sa_user = "{SA_USER}"` (or match by label directly)
+   - Read `[pat.{LABEL}.cleanup]` fields: `user`, `db`, `drop_user`
+   - Construct the CLI command:
+     ```
+     <SKILL_DIR>/pat remove --user {user} --db {db} --drop-user --yes
+     ```
+   - **Copy the exact CLI command** for use in step 5 — **do not run it until** the user answers **yes** to step 4
+
+4. **Before executing, show user:**
+
+   ```
+   🗑️  Cleanup from manifest:
+
+   Will remove resources for: {SA_USER}
+   Using command from manifest:
+
+   <CLI command from manifest>
+
+   Proceed? [yes/no]
+   ```
+
+5. **On confirmation:** Only after the user answers **yes** to step 4:
+
+   a. The CLI writes `status = "DELETE_IN_PROGRESS"` to the matching `[pat.{LABEL}]` entry automatically before any DROP commands execute. If running manually, use the Edit tool first:
+   ```toml
+   [pat.{LABEL}]
+   status = "DELETE_IN_PROGRESS"
+   ```
+
+   b. Execute the CLI command from the manifest **once**, exactly as written (including `--yes` — that flag is required for non-interactive runs **after** the user has already approved in chat).
+
+6. **After cleanup success:** The CLI writes `status = "REMOVED"` with `removed_at` automatically. If running manually, use the Edit tool:
+   - Change `status = "DELETE_IN_PROGRESS"` → `status = "REMOVED"` on the matching `[pat.{LABEL}]` entry
+   - Add `removed_at = "{TIMESTAMP}"` to that entry
+   - **DO NOT delete the manifest** — preserve for audit/reference
+   - User can manually delete `.sfutils/` folder if desired
+
+> **Why preserve manifest?** The manifest serves as audit trail and reference for recreating resources.
+> User can manually delete if no longer needed.
+
+---
+
+## Step 5c: Manifest Template for PAT Resources
+
+Write to `.sfutils/sfutils-manifest.md`:
+
+```bash
+mkdir -p .sfutils
+```
+
+```markdown
+# SF Utils Manifest
+
+This manifest records all Snowflake resources created by sfutils skills.
+
+---
+
+<!-- START -- programmatic-access-token -->
+## PAT Resources: {COMMENT_PREFIX}
+
+**Created:** {TIMESTAMP}
+**User:** {SA_USER}
+**Role:** {SA_ROLE}
+**Database:** {SFUTILS_DB}
+**Comment:** {COMMENT_PREFIX}
+**Default Expiry (days):** {DEFAULT_EXPIRY}
+**Max Expiry (days):** {MAX_EXPIRY}
+**Actual Expiry:** {ACTUAL_EXPIRY}
+**Secret Key:** {SA_USER}_PAT *(optional; same as PAT resource name — not used by replay extraction; omit for a shorter manifest)*
+
+**Status:** COMPLETE
+
+| # | Type | Name | Location | Status |
+|---|------|------|----------|--------|
+| 1 | Network Rule | {SA_USER}_NETWORK_RULE | {SFUTILS_DB}.NETWORKS | DONE |
+| 2 | Network Policy | {SA_USER}_NETWORK_POLICY | Account | DONE |
+| 3 | Policy Assignment | → {SA_USER} | Account | DONE |
+| 4 | Service Role | {SA_ROLE} | Account | DONE |
+| 5 | Service User | {SA_USER} | Account | DONE |
+| 6 | Auth Policy | {SA_USER}_AUTH_POLICY | {SFUTILS_DB}.POLICIES | DONE |
+| 7 | PAT | {SA_USER}_PAT | Attached to {SA_USER} | DONE |
+
+### Cleanup Instructions
+
+Run this command to remove all resources (add `--drop-user` to also drop the service user). **Same rule as above:** confirm with the user in chat before running; `--yes` is only for non-interactive CLI after approval.
+
+```bash
+<SKILL_DIR>/pat \
+  remove --user {SA_USER} --db {SFUTILS_DB} --yes
+```
+<!-- END -- programmatic-access-token -->
+```
+
diff --git a/skills/programmatic-access-token/manifest.toml.example b/skills/programmatic-access-token/manifest.toml.example
new file mode 100644
index 00000000..ca87bd6c
--- /dev/null
+++ b/skills/programmatic-access-token/manifest.toml.example
@@ -0,0 +1,115 @@
+# =============================================================================
+# SF Utils manifest.toml — canonical schema reference
+# Machine-managed by Cortex Code.  Do not hand-edit the live file.
+#
+# This file documents every supported field.  Lines marked "[optional]" may
+# be omitted; the skill will leave them blank until the relevant step runs.
+#
+# To validate a live manifest:
+#   sfutils-pat validate-manifest
+# =============================================================================
+schema_version = "1"                          # do not change
+project_name   = "my-demo"                    # derived from project directory name
+created_at     = "2026-05-02T10:00:00Z"       # ISO-8601 UTC, set once at init
+
+# ── Shared Snowflake connection (captured once, reused by all PATs) ───────────
+#
+# Set by:  sfutils-pat setup-connection -c <connection>
+# All PATs inherit these values unless they declare their own [pat.<x>]
+# connection / account / account_url fields.
+#
+[snowflake]
+connection   = "local-oauth"                              # snow connection name
+account      = "ABC12345"                                 # cached from snow connection test
+user         = "KAMESHS"                                  # Snowflake login user
+account_url  = "https://abc12345.snowflakecomputing.com"  # cached from snow connection test
+sf_utils_db  = "KAMESHS_SF_UTILS"                        # set by sfutils-pat check-setup
+admin_role   = "ACCOUNTADMIN"                             # role used to create PAT resources
+
+# ── Tool / infra pre-flight cache ─────────────────────────────────────────────
+#
+# Written by:  sfutils-pat check-setup
+#
+[prereqs]
+tools_verified = "2026-05-02"   # ISO date; skill skips tool checks if today's date
+infra_ready    = true           # true once SF_UTILS_DB database exists
+
+# ── PAT: app-runner ───────────────────────────────────────────────────────────
+#
+# Single-PAT example (inherits all [snowflake] fields — no overrides needed).
+# Label "app-runner" is the key used with --profile on the CLI.
+#
+[pat.app-runner]
+status              = "COMPLETE"   # IN_PROGRESS | COMPLETE | REMOVED
+created_at          = "2026-05-02T10:15:00Z"
+updated_at          = "2026-05-02T10:15:00Z"
+# removed_at        = "..."        # [optional] set automatically on remove
+sa_user             = "KAMESHS_MYAPP_RUNNER"
+sa_role             = "KAMESHS_MYAPP_ACCESS"
+pat_name            = "KAMESHS_MYAPP_RUNNER_PAT"
+comment_prefix      = "KAMESHS_MYAPP"
+sf_utils_db         = "KAMESHS_SF_UTILS"   # can override [snowflake].sf_utils_db
+admin_role          = "ACCOUNTADMIN"        # can override [snowflake].admin_role
+default_expiry_days = 7
+max_expiry_days     = 30
+local_ip            = "203.0.113.1/32"
+allow_github        = false
+allow_google        = false
+extra_cidrs         = []
+
+[pat.app-runner.resources]
+network_rule   = "KAMESHS_SF_UTILS.NETWORKS.KAMESHS_MYAPP_RUNNER_NETWORK_RULE"
+network_policy = "KAMESHS_MYAPP_RUNNER_NETWORK_POLICY"
+auth_policy    = "KAMESHS_SF_UTILS.POLICIES.KAMESHS_MYAPP_RUNNER_AUTH_POLICY"
+service_user   = "KAMESHS_MYAPP_RUNNER"
+service_role   = "KAMESHS_MYAPP_ACCESS"
+pat            = "KAMESHS_MYAPP_RUNNER_PAT"
+
+[pat.app-runner.cleanup]
+user      = "KAMESHS_MYAPP_RUNNER"
+db        = "KAMESHS_SF_UTILS"
+drop_user = true
+
+# ── PAT: prod-runner ──────────────────────────────────────────────────────────
+#
+# Multi-PAT / multi-connection example.
+# This PAT uses a DIFFERENT Snowflake account ("prod-oauth").
+# Only the three overriding fields need to be set; everything else still
+# resolves from [snowflake] by default.
+#
+# connection overrides → connection, account, account_url stored here
+# sf_utils_db overrides → prod account has its own infra database
+# admin_role overrides  → prod uses SYSADMIN instead of ACCOUNTADMIN
+#
+[pat.prod-runner]
+connection          = "prod-oauth"                               # overrides [snowflake].connection
+account             = "XYZ99999"                                 # cached from: snow connection test -c prod-oauth
+account_url         = "https://xyz99999.snowflakecomputing.com"  # cached from connection test
+status              = "COMPLETE"
+created_at          = "2026-05-02T11:30:00Z"
+updated_at          = "2026-05-02T11:30:00Z"
+sa_user             = "KAMESHS_PROD_RUNNER"
+sa_role             = "KAMESHS_PROD_ACCESS"
+pat_name            = "KAMESHS_PROD_RUNNER_PAT"
+comment_prefix      = "KAMESHS_PROD"
+sf_utils_db         = "PROD_SF_UTILS"   # overrides [snowflake].sf_utils_db
+admin_role          = "SYSADMIN"        # overrides [snowflake].admin_role
+default_expiry_days = 7
+max_expiry_days     = 30
+local_ip            = "203.0.113.1/32"
+allow_github        = false
+allow_google        = false
+extra_cidrs         = []
+
+[pat.prod-runner.resources]
+network_rule   = "PROD_SF_UTILS.NETWORKS.KAMESHS_PROD_RUNNER_NETWORK_RULE"
+network_policy = "KAMESHS_PROD_RUNNER_NETWORK_POLICY"
+auth_policy    = "PROD_SF_UTILS.POLICIES.KAMESHS_PROD_RUNNER_AUTH_POLICY"
+service_user   = "KAMESHS_PROD_RUNNER"
+service_role   = "KAMESHS_PROD_ACCESS"
+pat            = "KAMESHS_PROD_RUNNER_PAT"
+
+[pat.prod-runner.cleanup]
+user      = "KAMESHS_PROD_RUNNER"
+db        = "PROD_SF_UTILS"
+drop_user = true
diff --git a/skills/programmatic-access-token/pat b/skills/programmatic-access-token/pat
new file mode 100755
index 00000000..04b7f061
--- /dev/null
+++ b/skills/programmatic-access-token/pat
@@ -0,0 +1,34 @@
+#!/bin/bash
+# Copyright 2026 Snowflake Inc.
+# SPDX-License-Identifier: Apache-2.0
+#
+# pat - sfutils-pat CLI wrapper
+#
+# Resolves the skill's --project path automatically so you don't have to
+# type the full `uv run --project /long/path/...` every time.
+# .env is loaded automatically by the CLI from your current working directory.
+#
+# Usage (from your project directory):
+#   pat create --user MY_RUNNER --role MY_ROLE --db MY_DB
+#   pat verify --user MY_RUNNER --role MY_ROLE
+#   pat rotate --user MY_RUNNER --role MY_ROLE
+#   pat remove --user MY_RUNNER --db MY_DB
+#   pat check-setup --suggest
+#   pat --help
+#
+# Install globally (symlink-safe — realpath follows the link back to this file):
+#   ln -sf "$(pwd)/pat" ~/.local/bin/pat
+
+# Resolve the real path of this script (follows symlinks)
+SCRIPT_PATH="$(realpath "${BASH_SOURCE[0]}")"
+SKILL_DIR="$(dirname "$SCRIPT_PATH")"
+
+# Suppress uv VIRTUAL_ENV mismatch warnings
+unset VIRTUAL_ENV
+
+if [ "$1" = "check-setup" ]; then
+  shift
+  exec uv run --project "$SKILL_DIR" check-setup "$@"
+fi
+
+exec uv run --project "$SKILL_DIR" sfutils-pat "$@"
diff --git a/skills/programmatic-access-token/prereqs.md b/skills/programmatic-access-token/prereqs.md
new file mode 100644
index 00000000..8a3bd0ef
--- /dev/null
+++ b/skills/programmatic-access-token/prereqs.md
@@ -0,0 +1,72 @@
+## Prerequisites
+
+### Step 0: Check Prerequisites (Manifest-Cached)
+
+**First, check if this is an existing project that needs migration:**
+
+```bash
+ls .sfutils/manifest.toml 2>/dev/null || echo "MISSING_TOML"
+```
+
+If `manifest.toml` is missing but `.env` or `.sfutils/sfutils-manifest.md` exist → run `sfutils-pat migrate` before proceeding (see Step 0 in SKILL.md).
+
+**Otherwise, check manifest for cached prereqs:**
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep "tools_verified" || echo "not_cached"
+```
+
+**If `tools_verified` exists with a date:** Skip tool checks, continue to Step 1.
+
+**Otherwise, run the pre-flight check:**
+
+```bash
+<SKILL_DIR>/pat check-setup --suggest
+```
+
+**If `ready: false`**, the tool reports what is missing and suggests next steps.
+
+**If `uv` or `snow` are not installed**, install them first:
+
+| Tool | Install Command |
+|------|-----------------|
+| `uv` | `curl -LsSf https://astral.sh/uv/install.sh \| sh` |
+| `snow` | `pip install snowflake-cli` or `uv tool install snowflake-cli` |
+
+**STOP**: Do not proceed until all prerequisites pass.
+
+**After tools verified, initialize manifest** (if `.sfutils/manifest.toml` doesn't exist):
+
+```bash
+mkdir -p .sfutils && chmod 700 .sfutils
+if [ ! -f .sfutils/manifest.toml ]; then
+  PROJECT=$(basename $(pwd))
+  DATE=$(date -u +%Y-%m-%dT%H:%M:%SZ)
+  TODAY=$(date +%Y-%m-%d)
+  cat > .sfutils/manifest.toml << TOML
+# Machine-managed by Cortex Code. Do not hand-edit.
+schema_version = "1"
+project_name   = "${PROJECT}"
+created_at     = "${DATE}"
+
+[snowflake]
+connection   = ""
+account      = ""
+user         = ""
+account_url  = ""
+sf_utils_db  = ""
+admin_role   = "ACCOUNTADMIN"
+
+[prereqs]
+tools_verified = "${TODAY}"
+infra_ready    = false
+TOML
+fi
+chmod 600 .sfutils/manifest.toml
+```
+
+### Step 0b: Optional Dependent Skills
+
+**`sfutils-pat create` is self-contained.** It handles network rule and policy creation natively — no other skill is required. By default, `--allow-local` is enabled and the tool creates all necessary network objects automatically.
+
+**`sfutils-networks` is never required.** Only use it if you explicitly want a shared network policy that is reused across multiple service users. In that case, run `sfutils-networks` first to set up the shared policy, then pass `--skip-network` to `sfutils-pat create` to skip the built-in network setup.
diff --git a/skills/programmatic-access-token/pyproject.toml b/skills/programmatic-access-token/pyproject.toml
new file mode 100644
index 00000000..4e2150d2
--- /dev/null
+++ b/skills/programmatic-access-token/pyproject.toml
@@ -0,0 +1,11 @@
+[project]
+name = "programmatic-access-token"
+version = "0.4.1"
+description = "Cortex Code skill for creating Snowflake Programmatic Access Tokens"
+requires-python = ">=3.12"
+dependencies = [
+    "sfutils-pat",
+]
+
+[tool.uv.sources]
+sfutils-pat = { git = "https://github.com/Snowflake-Labs/sfutils-pat.git", tag = "v0.4.1" }
diff --git a/skills/programmatic-access-token/replay-flows.md b/skills/programmatic-access-token/replay-flows.md
new file mode 100644
index 00000000..5d8a80b7
--- /dev/null
+++ b/skills/programmatic-access-token/replay-flows.md
@@ -0,0 +1,372 @@
+#### Replay Flow (Minimal Approvals)
+
+> **🚨 GOAL:** Replay is for less technical users who trust the setup. Minimize friction.
+> Cortex Code constructs summary from manifest, runs `--dry-run` to show full SQL preview, gets ONE confirmation, then executes.
+> **🔴 CRITICAL:** Even in replay flow, user MUST see the full SQL preview before confirmation. NEVER skip dry-run output.
+
+**Trigger phrases:** "replay pat", "replay pat manifest", "recreate pat", "replay from manifest", "setup from manifest URL", "replay from URL", "use manifest from `<url>`"
+
+> **📍 Manifest Location:** `.sfutils/manifest.toml` (in current working directory)
+
+**IMPORTANT:** This is the **programmatic-access-token** skill. Only replay PAT entries from `[pat.*]` sections. If manifest contains other skills, ignore them.
+
+**If user asks to replay/recreate from manifest:**
+
+0. **Run Manifest Gate FIRST (non-negotiable):**
+
+   ```bash
+   <SKILL_DIR>/pat validate-manifest
+   ```
+
+   - Passes → continue
+   - Fails → `<SKILL_DIR>/pat validate-manifest --fix` → re-validate
+   - Still fails → **STOP**, show errors, do not proceed
+   - `[snowflake].connection` empty after fix → run Step 1 (connection picker) first
+
+   > **Why first:** Replay reads `[pat.*]` entries to reconstruct commands. A partial manifest produces wrong SQL.
+
+0. **Remote Manifest URL Detection (if user provides a URL):**
+
+   If the user provides a URL (in their prompt or pasted), detect and normalize it **before** local manifest detection:
+
+   **Supported URL patterns and translation rules:**
+   - **GitHub blob:** `https://github.com/{owner}/{repo}/blob/{branch}/{path}` → replace host with `raw.githubusercontent.com` and remove `/blob/` segment
+   - **GitHub raw:** `https://raw.githubusercontent.com/...` → use as-is
+   - **GitHub gist:** `https://gist.github.com/{user}/{id}` → append `/raw` if not already present
+   - **Any other HTTPS URL ending in `.md`** → use as-is
+
+   **After translating, show user and confirm:**
+
+   ```
+   Found manifest URL. Download URL:
+     <translated_raw_url>
+
+   Download to current directory as <filename>? [yes/no]
+   ```
+
+   **⚠️ STOP**: Wait for user confirmation.
+
+   **If yes:**
+
+   ```bash
+   curl -fSL -o <filename> "<translated_raw_url>"
+   ```
+
+   > **Filename derivation:** Extract the filename from the URL path (e.g., `pat-demo-manifest.md`). If the file already exists locally, ask user: overwrite / rename / cancel.
+
+   **If no:** Stop.
+
+   After successful download, continue with step 1 below — the downloaded file will be picked up by the `*-manifest.md` glob.
+
+1. **Detect manifest(s) in current directory:**
+
+   ```bash
+   WORKING_MANIFEST=""
+   SHARED_MANIFEST=""
+   SHARED_MANIFEST_FILE=""
+
+   [ -f .sfutils/manifest.toml ] && WORKING_MANIFEST="EXISTS" && \
+     WORKING_STATUS=$(cat .sfutils/manifest.toml | grep "^status" | head -1 | cut -d'"' -f2) && \
+     echo "Working manifest: Status=${WORKING_STATUS}"
+
+   for f in *-manifest.md; do
+     [ -f "$f" ] && grep -q "## shared_info\|CORTEX_CODE_INSTRUCTION" "$f" 2>/dev/null && \
+       SHARED_MANIFEST="EXISTS" && SHARED_MANIFEST_FILE="$f" && echo "Shared manifest: $f"
+   done
+   ```
+
+   **If BOTH exist, ask user:**
+
+   ```
+   ⚠️ Found two manifests:
+     1. Working manifest: .sfutils/manifest.toml (Status: <WORKING_STATUS>)
+     2. Shared manifest: <SHARED_MANIFEST_FILE>
+
+   Which should we use for PAT replay?
+     A. Resume working manifest
+     B. Start fresh from shared manifest (adapt values for your account)
+     C. Cancel
+   ```
+
+   **⚠️ STOP**: Wait for user choice.
+
+   | Choice | Action |
+   |--------|--------|
+   | **A** | Use working manifest → step 2 |
+   | **B** | `mkdir -p .sfutils && chmod 700 .sfutils`, backup working to `.bak`, copy shared to `.sfutils/sfutils-manifest.md` → step 1b |
+   | **C** | Stop. |
+
+   **If ONLY shared manifest:** `mkdir -p .sfutils && chmod 700 .sfutils`, then copy to `.sfutils/sfutils-manifest.md` → step 1b.
+   **If ONLY working manifest:** Go to step 2.
+
+1b. **Shared manifest adapt-check (ALWAYS run for shared manifests):**
+
+   ```bash
+   IS_SHARED=$(grep -c "## shared_info\|CORTEX_CODE_INSTRUCTION" .sfutils/sfutils-manifest.md 2>/dev/null)
+   if [ "$IS_SHARED" -gt 0 ]; then
+     ADAPT_COUNT=$(grep -c "# ADAPT:" .sfutils/sfutils-manifest.md 2>/dev/null)
+     echo "Shared manifest detected. ADAPT markers: ${ADAPT_COUNT}"
+   fi
+   ```
+
+   **If `ADAPT_COUNT` > 0:** Extract `shared_by` from `## shared_info`, get current user's `SNOWFLAKE_USER`, show adaptation screen for PAT values (SA_USER, SA_ROLE, SFUTILS_DB). Three options: Accept adapted / Edit specific / Keep originals. Apply to manifest.
+
+   **If `ADAPT_COUNT` = 0:** No markers, proceed with values as-is.
+
+2. **Read manifest and find PAT entries:**
+
+   ```bash
+   <SKILL_DIR>/pat list
+   ```
+
+   - If no `[pat.*]` entries shown: "No PAT resources in manifest. Nothing to replay."
+   - If entries shown: present table to user (label, sa_user, status), ask which label to replay
+   - Proceed with selected `{LABEL}`
+
+3. **Ensure connection is set (if returning to existing project):**
+
+   ```bash
+   cat .sfutils/manifest.toml | grep "^connection" | head -1
+   ```
+
+   **If `connection` is already set:** use it — no action needed.
+
+   **If empty:** run connection picker:
+
+   ```bash
+   snow connection list --format json
+   ```
+
+   Present connections via `ask_user_question` (pre-select default), then:
+
+   ```bash
+   <SKILL_DIR>/pat setup-connection -c <chosen_connection>
+   ```
+
+   **⚠️ STOP**: Wait for connection selection.
+
+4. **Check PAT status from manifest:**
+
+   Read `[pat.{LABEL}].status` from `manifest.toml`:
+
+   ```bash
+   cat .sfutils/manifest.toml | grep -A1 "^\[pat\.{LABEL}\]" | grep "^status"
+   ```
+
+| Status | Action |
+|--------|--------|
+| `REMOVED` | Proceed to step 6 (resources don't exist) |
+| `COMPLETE` | **Collision detected** — proceed to step 5 |
+| `IN_PROGRESS` | Use Resume Flow instead (partial creation) |
+
+5. **If Status is `COMPLETE` — Collision Strategy:**
+
+   Resources already exist. Check which ones:
+
+   ```bash
+   snow sql -q "DESC USER {SA_USER}" 2>/dev/null && echo "EXISTS" || echo "NOT_FOUND"
+   ```
+
+   Show collision prompt:
+
+   ```
+   ⚠️ PAT resources already exist:
+
+     Resource                    Status
+     ─────────────────────────────────────
+     Service User:   {SA_USER}                  EXISTS
+     Network Rule:   {SA_USER}_NETWORK_RULE     EXISTS
+     Network Policy: {SA_USER}_NETWORK_POLICY   EXISTS
+
+   Choose a strategy:
+   1. Use existing → skip resource creation, generate fresh PAT only
+   2. Replace → run 'remove' then recreate all (DESTRUCTIVE)
+   3. Rename → prompt for new service user name, create alongside existing
+   4. Cancel → stop replay
+   ```
+
+   **⚠️ STOP**: Wait for user choice.
+
+   | Choice | Action |
+   |--------|--------|
+   | **Use existing** | Skip to PAT generation only (SA_PAT is always fresh). Update `.env` with existing values. |
+   | **Replace** | Confirm with "Type 'yes, destroy' to confirm". Run Remove Flow, then proceed to step 6. |
+   | **Rename** | Ask for new `SA_USER` name. Derive new resource names per naming convention. Update `.env` and proceed to step 6. |
+   | **Cancel** | Stop replay. |
+
+6. **Run dry-run to show full SQL preview:**
+
+   Read expiry values from `[pat.{LABEL}]` in manifest.toml, then:
+
+   ```bash
+   <SKILL_DIR>/pat \
+     --profile {LABEL} \
+     create --db {SFUTILS_DB} \
+     --default-expiry-days {DEFAULT_EXPIRY} --max-expiry-days {MAX_EXPIRY} --dry-run
+   ```
+
+   **🔴 CRITICAL:** Follow the [Dry-Run Output Rule](cli-reference.md#dry-run-output-rule) — capture and paste the full output into your response.
+
+   Then ask:
+
+   ```
+   Proceed with creation? [yes/no]
+   ```
+
+   **⚠️ STOP**: Wait for user confirmation.
+
+7. **On "yes":** Execute (ONE bash approval, NO further prompts):
+
+   ```bash
+   <SKILL_DIR>/pat \
+     --profile {LABEL} \
+     create --db {SFUTILS_DB} \
+     --default-expiry-days {DEFAULT_EXPIRY} --max-expiry-days {MAX_EXPIRY} --yes
+   ```
+
+   > **⚠️ CRITICAL:** ALWAYS include `--yes` (the CLI prompts interactively which does not work in Cortex Code).
+   > ALWAYS include `--default-expiry-days` and `--max-expiry-days` using values from the manifest.
+   > NEVER omit these flags or use alternative parameter names. If manifest values are missing, use `--default-expiry-days 7 --max-expiry-days 30`.
+   > PAT is stored automatically in OS keyring — no additional secret storage step needed.
+
+   - CLI shows progress for each step automatically
+   - **NO additional user prompts until complete**
+
+8. **Verify connection (MANDATORY -- do NOT skip, even in replay):**
+
+   ```bash
+   <SKILL_DIR>/pat verify --user {SA_USER} --role {SA_ROLE}
+   ```
+
+   > PAT is loaded from the OS keyring automatically. If verify fails, stop and present error.
+
+9. **Update manifest** status back to `COMPLETE` after successful creation and verification
+
+#### Resume Flow (Partial Creation Recovery)
+
+**If manifest shows Status: IN_PROGRESS:**
+
+1. **Read which resources have status `DONE`** (already created)
+2. **Display resume info:**
+
+```
+
+ℹ️  Resuming from partial creation:
+
+  DONE: Network Rule
+  DONE: Network Policy
+
+- Auth Policy:    PENDING
+- Service User:   PENDING
+- PAT:            PENDING
+
+Continue from Auth Policy creation? [yes/no]
+
+```
+
+1. **On "yes":** Continue from first `PENDING` resource
+2. **Update manifest** as each remaining resource is created
+
+**Display success summary to user:**
+
+```
+
+PAT Setup Complete!
+
+Resources Created:
+  User:           {SA_USER}
+  Role:           {SA_ROLE}
+  Network Rule:   {SFUTILS_DB}.NETWORKS.{SA_USER}_NETWORK_RULE
+  Network Policy: {SA_USER}_NETWORK_POLICY
+  Auth Policy:    {SFUTILS_DB}.POLICIES.{SA_USER}_AUTH_POLICY
+  PAT:            stored in OS keyring
+
+Manifest updated: .sfutils/manifest.toml
+
+```
+
+## Replay All Flow (Multi-Skill Sequential)
+
+**Trigger phrases:** "replay all manifests", "replay all sfutils", "recreate all from manifest"
+
+> **Purpose:** Replay ALL skills from manifest in timestamp order. Safer than individual replay when dependencies exist.
+
+**If user asks to replay all:**
+
+0. **Run Manifest Gate first** (same as single replay — see step 0 above). Gate must pass before proceeding.
+
+1. **Read manifest and list all PAT entries:**
+
+   ```bash
+   <SKILL_DIR>/pat list
+   sfutils-pat validate-manifest
+   cat .sfutils/manifest.toml
+   ```
+
+3. **Extract Created timestamp from each section** and sort ascending:
+
+   ```
+   Found 3 skill sections:
+   
+   | # | Skill | Created | Status |
+   |---|-------|---------|--------|
+   | 1 | sfutils-networks | 2026-02-04T14:30:00 | REMOVED |
+   | 2 | programmatic-access-token | 2026-02-04T14:35:00 | REMOVED |
+   | 3 | sfutils-extvolumes | 2026-02-04T15:00:00 | REMOVED |
+   ```
+
+4. **Check all statuses:**
+   - If ANY section has `Status: COMPLETE`: Warn user which skills already exist
+   - If ANY section has `Status: IN_PROGRESS`: Warn user to resume that skill first
+   - Only proceed if ALL sections have `Status: REMOVED`
+
+5. **Display replay plan with single confirmation:**
+
+```
+ℹ️  Replay All will recreate resources in original order:
+
+  1. Networks (2026-02-04T14:30:00)
+     → Network Rule, Network Policy
+  
+  2. PAT (2026-02-04T14:35:00)
+     → Service User, Auth Policy, PAT
+  
+  3. Volumes (2026-02-04T15:00:00)
+     → S3 Bucket, IAM Role, External Volume
+
+Proceed with sequential creation? [yes/no]
+```
+
+1. **On "yes":** Execute each skill's replay in order:
+
+   **For each skill in timestamp order:**
+   - Extract values from that skill's manifest section
+   - Execute the appropriate create command
+   - Update that section's status to `COMPLETE`
+   - If ANY skill fails: STOP immediately, report which skill failed
+   - Do NOT continue to next skill on failure
+
+2. **On completion:** Display summary:
+
+```
+✅ Replay All Complete!
+
+  ✓ Networks:  COMPLETE
+  ✓ PAT:       COMPLETE  
+  ✓ Volumes:   COMPLETE
+
+All resources recreated successfully.
+```
+
+**On failure:**
+
+```
+❌ Replay All Failed at: PAT
+
+  ✓ Networks:  COMPLETE (rolled back: NO)
+  ✗ PAT:       FAILED - <error message>
+  - Volumes:   SKIPPED
+
+Fix the PAT issue, then run "replay all" again to continue.
+```
+
diff --git a/skills/programmatic-access-token/supplemental.md b/skills/programmatic-access-token/supplemental.md
new file mode 100644
index 00000000..efd707fb
--- /dev/null
+++ b/skills/programmatic-access-token/supplemental.md
@@ -0,0 +1,75 @@
+## Stopping Points
+
+1. Step 0: **Manifest Gate** fails after `--fix` (non-repairable issues — stop before any operation)
+2. Step 1: If connection picker needed (no connection in manifest) — wait for selection
+3. Step 2: If infra check needed (prompts user)
+4. Step 3: After gathering requirements
+5. Step 3a: If PAT exists (ask rotate/recreate/cancel)
+6. Step 4: After dry-run preview (get approval)
+
+## Output
+
+- Service user (TYPE = SERVICE)
+- Network rule with local IP
+- Network policy (ENFORCED_REQUIRED)
+- Authentication policy (PROGRAMMATIC_ACCESS_TOKEN only)
+- PAT stored in OS keyring (never written to disk)
+- manifest.toml updated with PAT entry (`[pat.<label>]`)
+- Cleanup manifest (`.sfutils/manifest.toml`)
+
+## SQL Reference (Snowflake Documentation)
+
+> These links help Cortex Code infer correct SQL syntax when previewing or troubleshooting.
+
+| Statement | Documentation |
+|-----------|---------------|
+| `CREATE USER` | https://docs.snowflake.com/en/sql-reference/sql/create-user |
+| `DROP USER` | https://docs.snowflake.com/en/sql-reference/sql/drop-user |
+| `CREATE ROLE` | https://docs.snowflake.com/en/sql-reference/sql/create-role |
+| `GRANT ROLE` | https://docs.snowflake.com/en/sql-reference/sql/grant-role |
+| `CREATE NETWORK RULE` | https://docs.snowflake.com/en/sql-reference/sql/create-network-rule |
+| `DROP NETWORK RULE` | https://docs.snowflake.com/en/sql-reference/sql/drop-network-rule |
+| `CREATE NETWORK POLICY` | https://docs.snowflake.com/en/sql-reference/sql/create-network-policy |
+| `DROP NETWORK POLICY` | https://docs.snowflake.com/en/sql-reference/sql/drop-network-policy |
+| `CREATE AUTHENTICATION POLICY` | https://docs.snowflake.com/en/sql-reference/sql/create-authentication-policy |
+| `ALTER USER ... SET AUTHENTICATION POLICY` | https://docs.snowflake.com/en/sql-reference/sql/alter-user |
+| `ALTER USER ... UNSET AUTHENTICATION POLICY` | https://docs.snowflake.com/en/sql-reference/sql/alter-user |
+| `ALTER USER ... UNSET NETWORK_POLICY` | https://docs.snowflake.com/en/sql-reference/sql/alter-user |
+| `ALTER USER ... ADD PROGRAMMATIC ACCESS TOKEN` | https://docs.snowflake.com/en/sql-reference/sql/alter-user |
+| `ALTER USER ... REMOVE PROGRAMMATIC ACCESS TOKEN` | https://docs.snowflake.com/en/sql-reference/sql/alter-user |
+| `GRANT ... ON SCHEMA` | https://docs.snowflake.com/en/sql-reference/sql/grant-privilege |
+| `MANAGE GRANTS` | https://docs.snowflake.com/en/sql-reference/sql/grant-privilege |
+
+## Troubleshooting
+
+**Infrastructure not set up:** Run `<SKILL_DIR>/pat check-setup --run-setup` - it will check and offer to create the database and schemas.
+
+**Network policy blocking:** Ensure your IP is in the network rule. Use --local-ip to specify.
+
+**PAT already exists:** Use --rotate to replace existing PAT.
+
+**Connection verification failed:** Check network policy allows your IP.
+
+**Cannot drop database (policy attached):** Run `sfutils-pat remove --drop-user` - it handles dependency order automatically. **NEVER run raw SQL for cleanup.**
+
+**Cannot drop network rule (associated with policies):** Run `sfutils-pat remove` - it detaches rules from policies before dropping. **NEVER run raw SQL for cleanup.**
+
+## Security Notes
+
+- PAT tokens stored in OS keyring only (never written to disk or .env)
+- PAT tokens NEVER displayed in diffs or logs (masked as ***REDACTED***)
+- Network policy restricts access to specified IPs only
+- Auth policy enforces PAT-only authentication
+- Tokens have configurable expiry (default 30 days)
+
+## Security Checklist
+
+After PAT creation, verify:
+
+- [ ] PAT active and keyring valid: run `<SKILL_DIR>/pat verify --user {SA_USER} --role {SA_ROLE}`
+- [ ] No temp files in `/tmp/pat_*`
+- [ ] `.sfutils/` is `chmod 700`, manifest is `chmod 600`
+- [ ] `.gitignore` excludes `.sfutils/`
+- [ ] Network policy restricts to intended IPs
+- [ ] Auth policy enforces PAT-only authentication
+- [ ] Expiry appropriate for use case (max 15 active PATs per user)
diff --git a/skills/programmatic-access-token/uv.lock b/skills/programmatic-access-token/uv.lock
new file mode 100644
index 00000000..e83ce109
--- /dev/null
+++ b/skills/programmatic-access-token/uv.lock
@@ -0,0 +1,1123 @@
+version = 1
+revision = 2
+requires-python = ">=3.12"
+resolution-markers = [
+    "python_full_version >= '3.14' and platform_python_implementation != 'PyPy'",
+    "python_full_version < '3.14' and platform_python_implementation != 'PyPy'",
+    "platform_python_implementation == 'PyPy'",
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" }
+wheels = [
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+]
+
+[[package]]
+name = "asn1crypto"
+version = "1.5.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/de/cf/d547feed25b5244fcb9392e288ff9fdc3280b10260362fc45d37a798a6ee/asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c", size = 121080, upload-time = "2022-03-15T14:46:52.889Z" }
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+]
+
+[[package]]
+name = "boto3"
+version = "1.43.6"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "botocore" },
+    { name = "jmespath" },
+    { name = "s3transfer" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/0a/37/78c630d1308964aa9abf44951d9c4df776546ff37251ec2434944e205c4e/boto3-1.43.6.tar.gz", hash = "sha256:e6315effaf12b890b99956e6f8e2c3000a3f64e4ee91943cec3895ce9a836afb", size = 113153, upload-time = "2026-05-07T20:49:59.694Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c8/e2/3c2eef44f55eafab256836d1d9479bd6a74f70c26cbfdc0639a0e23e4327/boto3-1.43.6-py3-none-any.whl", hash = "sha256:179601ec2992726a718053bf41e43c223ceba397d31ceab11f64d9c910d9fc3a", size = 140502, upload-time = "2026-05-07T20:49:57.8Z" },
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From 4f9d1cce9378134796b3bcb7a71ae6b9d5bb11c5 Mon Sep 17 00:00:00 2001
From: sfc-gh-ksampath <kamesh.sampath@snowflake.com>
Date: Sat, 9 May 2026 14:07:16 +0530
Subject: [PATCH 2/5] Add external-volume skill

---
 skills/external-volume/SKILL.md          |  413 ++++++++
 skills/external-volume/cli-reference.md  |  250 +++++
 skills/external-volume/manifest-flows.md |  228 +++++
 skills/external-volume/prereqs.md        |  109 +++
 skills/external-volume/pyproject.toml    |   11 +
 skills/external-volume/replay-flows.md   |  283 ++++++
 skills/external-volume/supplemental.md   |   72 ++
 skills/external-volume/uv.lock           | 1121 ++++++++++++++++++++++
 skills/external-volume/vol               |   33 +
 skills/external-volume/workflow-s3.md    |  203 ++++
 10 files changed, 2723 insertions(+)
 create mode 100644 skills/external-volume/SKILL.md
 create mode 100644 skills/external-volume/cli-reference.md
 create mode 100644 skills/external-volume/manifest-flows.md
 create mode 100644 skills/external-volume/prereqs.md
 create mode 100644 skills/external-volume/pyproject.toml
 create mode 100644 skills/external-volume/replay-flows.md
 create mode 100644 skills/external-volume/supplemental.md
 create mode 100644 skills/external-volume/uv.lock
 create mode 100755 skills/external-volume/vol
 create mode 100644 skills/external-volume/workflow-s3.md

diff --git a/skills/external-volume/SKILL.md b/skills/external-volume/SKILL.md
new file mode 100644
index 00000000..7aeaa6a3
--- /dev/null
+++ b/skills/external-volume/SKILL.md
@@ -0,0 +1,413 @@
+---
+name: external-volume
+aliases:
+  - setup-external-volume
+  - external-volumes
+  - setup-external-volumes
+description: "**[REQUIRED]** Create Snowflake external volumes with cloud storage. Use when: setting up external storage, creating external volume, configuring S3 for Snowflake, azure blob storage, GCS for Snowflake, Iceberg tables, unloading data, cloud storage, COPY INTO unload, external stage storage, data lake storage. Triggers: sfutils-extvolumes, setup-external-volume, external volume, create external volume, s3 snowflake, iceberg storage, data lake storage, COPY INTO location, external stage, unload to S3, replay volumes, replay volume manifest, recreate external volume, replay all manifests, replay all sfutils, export manifest for sharing, setup from shared manifest, replay from shared manifest, setup from manifest URL, replay from URL, use manifest from URL, azure, gcs, blob storage, cloud storage, multiple volumes, list volumes, setup connection, validate manifest, migrate manifest, second external volume."
+---
+
+# External Volume Setup
+
+Creates cloud storage resources and a Snowflake external volume for storage access. **Today only the AWS S3 path is implemented**; other backends are roadmap-only (see Step 4).
+
+**Supported now:** AWS S3
+
+**Roadmap (not enabled):** Azure Blob Storage, Google Cloud Storage — do not offer as multiple-choice options; mention in prose only until workflows ship.
+
+**Use cases:** Iceberg tables, data lake access, COPY INTO unload, external stages.
+
+## Workflow
+
+**⚠️ CONNECTION USAGE:** This skill reads the Snowflake connection from `[snowflake].connection` in `manifest.toml`. The CLI passes `-c <connection>` to all `snow sql` calls automatically — no manual env export needed. Admin_role defaults to `[snowflake].admin_role` or ACCOUNTADMIN.
+
+**📌 CONNECTION NOTE:** The CLI reads connection from `manifest.toml` and auto-injects `-c <connection>` to all `snow sql` calls. No `.env` sourcing needed. Always run `vol setup-connection` to set the connection in `manifest.toml` before any other command.
+
+**📋 NO PREREQUISITE:** This skill does NOT require sfutils-pat. It operates independently.
+
+> **📋 MANIFEST AS SOURCE OF TRUTH**
+>
+> **📍 Location:** `.sfutils/manifest.toml` (ALWAYS this exact path — TOML format, NOT the legacy `.sfutils/sfutils-manifest.md`)
+>
+> **⛔ DO NOT hand-edit manifests.** Manifests are machine-managed by Cortex Code. Manual edits can corrupt the format and break replay, cleanup, and export flows. Use skill commands to modify resources instead.
+>
+> **🔒 Security:** Secured like `.ssh` (chmod 700 directory, chmod 600 files)
+>
+> **Skill-Scoped Admin Roles:**
+>
+> - Volumes default: `ACCOUNTADMIN` (CREATE EXTERNAL VOLUME privilege)
+> - **External volumes are account-level objects — no database or schema setup needed**
+
+**🚫 FORBIDDEN ACTIONS - NEVER DO THESE:**
+
+- NEVER run SQL queries to discover/find/check values (no SHOW ROLES, SHOW DATABASES, SHOW EXTERNAL VOLUMES)
+- NEVER reference SF_UTILS_DB, SNOW_UTILS_DB, or sf_utils_db — external volumes are account-level objects with no database dependency
+- NEVER use `source .env`, `set -a && source .env && set +a`, or `load_dotenv()` for any `vol` command
+- NEVER read `BUCKET`, `EXTVOLUME_PREFIX`, `EXTERNAL_VOLUME_NAME`, or `AWS_REGION` from `.env` to pass to `vol` commands — all values MUST be explicit CLI flags or derived from `manifest.toml`
+- NEVER auto-populate empty manifest values by querying Snowflake
+- NEVER use flags that bypass user interaction: `--auto-setup`, `--auto-approve`, `--quiet`, `--non-interactive`
+- **`--yes` / `-y` is REQUIRED** when executing commands after user has approved the dry-run
+- NEVER assume user consent - always ask and wait for explicit confirmation
+- NEVER skip SQL/JSON in dry-run output - always show BOTH summary AND full SQL/JSON
+- NEVER hardcode admin roles - get admin_role from manifest
+- NEVER skip manifest - always update manifest IMMEDIATELY after user input
+- NEVER leave .sfutils unsecured - always chmod 700/600
+- NEVER delete .sfutils directory or manifest file - preserve for audit/cleanup/replay
+- **NEVER guess or invent CLI options** - ONLY use options from the CLI Reference tables
+- **NEVER use sed/awk/bash to edit manifest files** — use the file editing tool (Edit/StrReplace)
+- **NEVER run raw SQL for cleanup** — ALWAYS use `vol delete`
+- **NEVER run `vol create` without first running `vol ... create --dry-run`** — mandatory, non-negotiable
+- **NEVER show Step 4 as only** "Only AWS S3 is supported" without the full three-provider list below
+- **NEVER assume cwd is the project directory without first confirming project root**
+
+**✅ REQUIRED ACTIONS - ALWAYS DO THESE:**
+
+- **ALWAYS run `--dry-run` before any `vol create --yes`. Non-negotiable even if user asks to skip.**
+- **ALWAYS run the [Volume Manifest Gate](#volume-manifest-gate) before any manifest-dependent operation (replay, remove, manage-existing).**
+- **ALWAYS use `ask_user_question` tool (not plain text output) to collect destructive confirmations.**
+
+**✅ INTERACTIVE PRINCIPLE:** This skill is designed to be interactive. At every decision point, ASK the user and WAIT for their response before proceeding.
+
+> **📋 `.env` SCOPE:** `.env` is read **only** by `vol migrate` to extract legacy Snowflake connection values (`SNOWFLAKE_DEFAULT_CONNECTION_NAME`, etc.). No other `vol` command reads `.env`. All operational values — bucket, region, prefix, volume name — come from `manifest.toml` or explicit CLI flags. If a `.env` file exists in the project after migration, **ignore it entirely** for all `vol` commands.
+
+> **📋 `.env` SCOPE:** `.env` is read **only** by `vol migrate` to extract legacy Snowflake connection values (`SNOWFLAKE_DEFAULT_CONNECTION_NAME`, etc.). No other `vol` command reads `.env`. All operational values — bucket, region, prefix, volume name — come from `manifest.toml` or explicit CLI flags. If a `.env` file exists in the project after migration, **ignore it entirely** for all `vol` commands.
+
+---
+
+## Volume Manifest Gate
+
+**Non-negotiable precondition for ALL manifest-dependent flows: replay, remove, manage-existing.**
+
+Run before ANY of those operations:
+
+```bash
+<SKILL_DIR>/vol validate-manifest
+```
+
+**If validation passes:** proceed immediately.
+
+**If validation fails:**
+
+```bash
+<SKILL_DIR>/vol validate-manifest --fix
+```
+
+Re-run `validate-manifest`. If still failing after `--fix`:
+
+- These are **non-structural** issues (e.g. empty `connection`) that `--fix` cannot auto-repair
+- Show the errors to the user, **STOP**, do not proceed
+- Provide actionable next steps (e.g. "run `vol setup-connection` to set connection")
+
+**If `[snowflake].connection` is empty after fix:** redirect to Step 1 (connection picker) before continuing.
+
+---
+
+### Locate Project Directory
+
+**Run this before any other step — never skip or assume you are already in the right place.**
+
+1. **If the user provided a project directory path** → create it if needed and `cd` to it.
+2. Check if `.sfutils/manifest.toml` exists in the current directory:
+
+   ```bash
+   ls -la .sfutils/manifest.toml 2>/dev/null && echo "FOUND" || echo "NOT_FOUND"
+   ```
+
+3. **If found** → current directory is your project root. Proceed to Step 0.
+4. **If not found** — check for legacy manifest:
+
+   ```bash
+   ls -la .sfutils/sfutils-manifest.md 2>/dev/null && echo "LEGACY" || echo "NOT_FOUND"
+   ```
+
+   - **Legacy found** → run `vol migrate` (Step 0, Case A)
+   - **Neither found** and user mentioned existing project → ask for project directory path
+   - **Fresh setup** → use current directory, proceed to Step 0
+
+---
+
+### Step 0: Migration / Prerequisite Detection
+
+Check project state:
+
+```bash
+ls .sfutils/sfutils-manifest.md 2>/dev/null && echo "LEGACY" || true
+ls .sfutils/manifest.toml 2>/dev/null && echo "TOML" || true
+```
+
+**Case A — legacy manifest found, no TOML:**
+
+```bash
+<SKILL_DIR>/vol migrate --dry-run
+```
+
+Review dry-run output, confirm with user, then:
+
+```bash
+<SKILL_DIR>/vol migrate
+```
+
+After migrate, always run `vol check-setup` (Step 2) since `tools_verified` will be empty.
+
+**Case B — TOML manifest found:**
+
+Run Volume Manifest Gate. If issues → `vol validate-manifest --fix`. Proceed to Step 1.
+
+**Case C — neither found (new project):**
+
+Proceed directly to Step 1 to set up connection and create `manifest.toml`.
+
+> **✅ FAST-PATH:** If manifest exists and `tools_verified` has a date → skip Step 2 check-setup entirely.
+
+---
+
+### Step 1: Connection Setup
+
+Check manifest for existing connection:
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep "^connection"
+```
+
+**If connection is set and non-empty:** use it, skip to Step 2.
+
+**If connection is empty or manifest doesn't exist:**
+
+```bash
+snow connection list --format json
+```
+
+Use `ask_user_question` tool to present connection options to the user.
+
+Then test and cache to manifest:
+
+```bash
+<SKILL_DIR>/vol setup-connection -c <chosen_connection>
+```
+
+This writes `[snowflake].connection`, `account`, `user`, and `account_url` to `manifest.toml`.
+
+**If connection test fails:** show error, ask user to check `snow connection list` and try again.
+
+---
+
+### Step 2: Prerequisites Check (Tool Verification)
+
+Read prereqs from manifest:
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep "tools_verified"
+```
+
+**If `tools_verified` has a date:** Skip to Step 2c — tools already verified.
+
+**If `tools_verified` is empty or missing:**
+
+```bash
+<SKILL_DIR>/vol check-setup --provider s3
+```
+
+This checks:
+- `snow` CLI available
+- `aws` CLI available (for S3 provider)
+- AWS credential env signal (profile, static keys, web identity)
+
+On success, sets `[prereqs].tools_verified` to today's date in `manifest.toml`.
+
+**If `csp_tools_ready: false`** in the output: the required CSP CLI tool is missing. Show what's missing and stop.
+
+**⚠️ STOP:** Do not proceed until tools are verified.
+
+---
+
+### Step 2a: Admin Role from Manifest
+
+Admin role is read from `manifest.toml [snowflake].admin_role` (default: ACCOUNTADMIN).
+
+Check manifest:
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep "admin_role"
+```
+
+**If admin_role is set:** use it.
+
+**If NOT set**, prompt user:
+
+```
+External volume creation requires CREATE EXTERNAL VOLUME privilege.
+
+Snowflake recommends: ACCOUNTADMIN (has this privilege by default)
+
+Enter admin role for volumes [ACCOUNTADMIN]:
+```
+
+**⚠️ STOP:** Wait for user input. Then cache to manifest via `vol setup-connection --admin-role <role>`.
+
+---
+
+### Step 2c: Multi-Volume Selection
+
+```bash
+<SKILL_DIR>/vol list
+```
+
+**If no volumes exist:** proceed to Step 3 (new volume).
+
+**Ask user:**
+- Add a new external volume → proceed to Step 3
+- Manage an existing volume → show describe / update-trust / remove options
+
+**Multi-volume note:** After each volume creation fully completes Steps 4–8 (dry-run → create → IAM propagation → verify → `vol validate-manifest`), return here to offer creating another. Do NOT proceed to the next volume until the current one is COMPLETE in the manifest.
+
+---
+
+### Step 3: Check Existing External Volume
+
+If user is managing an existing volume or provided a volume name:
+
+```bash
+<SKILL_DIR>/vol describe --volume-name <VOLUME_NAME>
+```
+
+**If volume exists:** Ask user:
+1. Use existing volume (done — provide connection details)
+2. Delete and recreate
+3. Create new volume with different name
+
+**If volume doesn't exist or new volume requested:** Continue to Step 4.
+
+---
+
+### Step 4: Storage provider (S3 only today)
+
+> **📝 NOTE:** This limitation is about **creating Storage Provider resources** (cloud-side infrastructure). Snowflake supports S3, Azure Blob Storage, and GCS as external volume backends. This skill currently only automates provisioning of **AWS S3** cloud resources.
+
+**Only AWS S3 is implemented.** Always show all three providers — never compress to a one-line question.
+
+> **✅ SELF-CHECK before sending your response:** Does your message contain all three provider lines? If not, insert the full block below.
+
+**MANDATORY — paste the following to the user as one unit:**
+
+```
+Storage provider:
+
+  (•) AWS S3 — supported in this skill and CLI today
+  ( ) Azure Blob Storage — unavailable (planned / work in progress; not in sfutils-extvolumes yet)
+  ( ) Google Cloud Storage — unavailable (planned / work in progress; not in sfutils-extvolumes yet)
+
+Only AWS S3 is supported right now. Proceed with AWS S3 for this external volume?
+```
+
+**⚠️ STOP:** Wait for confirmation unless user already named S3 as provider.
+
+**Then:**
+
+1. Collect S3-specific inputs (bucket, region, aws-profile if applicable)
+2. Run S3 provider prereq checks (from [S3 Workflow](workflow-s3.md))
+3. Execute [S3 Workflow](workflow-s3.md) Steps 4-6
+
+**After workflow-s3.md Step 6 completes, return here for Step 7.**
+
+---
+
+### Step 7: Verify
+
+```bash
+<SKILL_DIR>/vol verify --volume-name <VOLUME_NAME>
+```
+
+The CLI automatically retries with exponential backoff on IAM propagation lag — no manual `sleep` needed. If verification still fails after all retries, the error is shown with the last `storageLocationSelectionResult`.
+
+**Present** verification result and continue to Step 8.
+
+---
+
+### Step 8: Write Success Summary and Validate Manifest
+
+The CLI automatically writes the volume entry to `.sfutils/manifest.toml` after creation.
+
+Run manifest validation to confirm it is well-formed:
+
+```bash
+<SKILL_DIR>/vol validate-manifest
+```
+
+If validation fails: run `vol validate-manifest --fix` and re-check.
+
+See [Manifest Flows](manifest-flows.md) for the full manifest template format and example Iceberg DDL.
+
+> **Iceberg users:** If you encounter `Access Denied`, trust policy errors, or `SYSTEM$VERIFY_EXTERNAL_VOLUME` failures after the volume is created, load the **`iceberg/external-volume`** sub-skill for cloud-provider-specific troubleshooting.
+
+---
+
+## Maintenance Operations
+
+Use these workflows when the user asks to inspect or repair an existing external volume.
+
+### List All Volumes
+
+```bash
+<SKILL_DIR>/vol list
+```
+
+Shows: LABEL / VOLUME_NAME / TYPE / STATUS for all volumes in manifest.toml.
+
+### Describe Volume
+
+```bash
+<SKILL_DIR>/vol describe --volume-name <VOLUME_NAME>
+```
+
+Presents: storage location, IAM user ARN, external ID, and status.
+
+### Update Trust Policy
+
+When the user reports IAM trust policy mismatch:
+
+```bash
+<SKILL_DIR>/vol update-trust --bucket <BUCKET>
+```
+
+After update completes, run `vol verify --volume-name <VOLUME_NAME>` to confirm access is restored.
+
+### Remove Volume
+
+**Always run Volume Manifest Gate first.**
+
+```bash
+<SKILL_DIR>/vol list                                          # confirm label/name
+<SKILL_DIR>/vol validate-manifest                             # gate check
+<SKILL_DIR>/vol delete --bucket <BUCKET> --yes --output json  # remove resources
+```
+
+After delete: volume entry in manifest.toml is marked `status = "REMOVED"`, entry preserved.
+
+---
+
+## Reference
+
+- [CLI Reference](cli-reference.md) — all commands, options, and usage
+- [Manifest Flows](manifest-flows.md) — TOML manifest template, progressive write, remove flow
+- [Prereqs](prereqs.md) — initialization, migration detection, tool verification
+- [Replay Flows](replay-flows.md) — export for sharing, replay flows
+- [Supplemental](supplemental.md) — SQL reference, troubleshooting, privilege escalation hints
+- [S3 Workflow](workflow-s3.md) — self-contained AWS S3 provider workflow (Steps 4-6)
+
+## Stopping Points
+
+1. Step 0: Migration detected — confirm with user before `vol migrate`
+2. Step 1: If connection test fails
+3. Step 2: If CSP tools missing
+4. Step 2a: If admin_role not set (prompts user)
+5. Step 2c: Ask user Add new / Manage existing
+6. Step 3: If volume exists (ask user what to do)
+7. Step 4: Show S3 vs Azure/GCS (Azure/GCS disabled); optional "Proceed with S3?" confirmation
+8. Step 4 (S3 workflow): Provider prereqs, requirements gathering, dry-run approval
+
+## Output
+
+- Cloud storage bucket/container with appropriate settings
+- IAM policy/role or service principal for access
+- Snowflake external volume
+- Updated `.sfutils/manifest.toml` with volume entry
diff --git a/skills/external-volume/cli-reference.md b/skills/external-volume/cli-reference.md
new file mode 100644
index 00000000..9367ebbc
--- /dev/null
+++ b/skills/external-volume/cli-reference.md
@@ -0,0 +1,250 @@
+## CLI Invocation
+
+This skill provides the `vol` wrapper script for simplified CLI access:
+
+```bash
+<SKILL_DIR>/vol <command> [options]       # main CLI (sfutils-extvolumes)
+<SKILL_DIR>/vol check-setup [options]     # pre-flight tool check
+```
+
+> Equivalent to `uv run --project <SKILL_DIR> sfutils-extvolumes ...` and `uv run --project <SKILL_DIR> check-setup ...` respectively.
+
+**Connection:** The CLI reads `[snowflake].connection` from `manifest.toml` and passes `-c <connection>` to all `snow sql` calls automatically. No `.env` sourcing needed.
+
+**`.env` scope:** `.env` is read **only** by `vol migrate` to extract legacy connection values (`SNOWFLAKE_DEFAULT_CONNECTION_NAME`, etc.). All other `vol` commands derive values exclusively from `manifest.toml` and explicit CLI flags. Never set `BUCKET`, `EXTVOLUME_PREFIX`, or `EXTERNAL_VOLUME_NAME` in `.env` for operational use.
+
+**`.env` scope:** `.env` is read **only** by `vol migrate` to extract legacy connection values (`SNOWFLAKE_DEFAULT_CONNECTION_NAME`, etc.). All other `vol` commands derive values exclusively from `manifest.toml` and explicit CLI flags. Never set `BUCKET`, `EXTVOLUME_PREFIX`, or `EXTERNAL_VOLUME_NAME` in `.env` for operational use.
+
+## Tools
+
+### check-setup (bundled in the sfutils-extvolumes package)
+
+**Description:** Pre-flight check for snow CLI and CSP CLI tools (aws/az/gcloud) plus
+credential-related environment variables. External volumes are account-level Snowflake
+objects — no database setup is required.
+
+On success, writes `[prereqs].tools_verified` to `manifest.toml`.
+
+**Usage:**
+
+```bash
+<SKILL_DIR>/vol check-setup
+<SKILL_DIR>/vol check-setup --suggest
+<SKILL_DIR>/vol check-setup --suggest --provider s3
+```
+
+**Options:**
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--suggest` | - | No | false | Output tool-readiness as JSON |
+| `--provider` | - | No | `s3` | Which storage provider's CSP CLIs to check: `s3`, `azure`, or `gcs` |
+| `--admin-role` | - | No | ACCOUNTADMIN | Admin role to cache in manifest |
+| `--manifest-path` | - | No | `.sfutils/manifest.toml` | Path to manifest.toml |
+
+**`--suggest` JSON fields:**
+
+| Field | Description |
+|-------|-------------|
+| `ready` | True if all required CSP CLI tools are on PATH |
+| `csp_tools_ready` | All required CSP CLI executables for `--provider` are on `PATH` |
+| `csp_cli_tools` | List of `{ "provider", "tool", "available" }` for that provider |
+| `supported_storage_providers` | Backends implemented in sfutils today (e.g. `S3`) |
+| `planned_storage_providers` | Roadmap backends not yet wired in the skill/CLI |
+| `csp_credential_env` | List of `{ "name", "set" }` for watched credential-related vars (never values) |
+| `csp_credential_env_signal` | True if **any one** OR-branch matched for that provider |
+| `csp_credential_env_satisfied_by` | Which branch matched first (`static_keys`, `profile`, `web_identity`, etc.) or `null` |
+| `credential_env_note` | Neutral hint when no env signal; `null` when signal is true |
+
+For AWS, **one** satisfied branch is enough — do not treat unset watched vars as required.
+
+---
+
+### sfutils-extvolumes CLI
+
+**Description:** Creates and manages Snowflake external volumes.
+
+> **Note:** The CLI currently supports **AWS S3 only**. Azure Blob Storage and GCS support are planned.
+
+**🔴 COMMAND NAMES (exact — do NOT substitute):**
+
+- `create` — NOT "setup", "make", "provision", "init"
+- `delete` — NOT "remove", "destroy", "cleanup", "drop"
+- `verify` — NOT "check", "test", "validate", "ping"
+- `describe` — NOT "show", "get", "info", "status"
+- `update-trust` — NOT "sync-trust", "refresh-trust"
+- `setup-connection` — NOT "configure", "set-connection", "init-connection"
+- `validate-manifest` — NOT "check-manifest", "verify-manifest"
+- `list` — NOT "ls", "show-volumes"
+- `migrate` — NOT "import", "convert", "upgrade"
+
+**🔴 OPTION NAMES (NEVER guess or invent options):**
+
+> ONLY use options listed in the tables below.
+> If a command fails with "No such option", run `<SKILL_DIR>/vol <command> --help` and use ONLY those options.
+
+**Global Options (pass BEFORE the command):**
+
+| Option | Short | Env Var | Default | Description |
+|--------|-------|---------|---------|-------------|
+| `--region` | `-r` | `AWS_REGION` | `us-west-2` | AWS region |
+| `--prefix` | `-p` | - | current username | Prefix for AWS resources |
+| `--no-prefix` | - | - | false | Disable username prefix |
+| `--verbose` | `-v` | - | false | Enable verbose output |
+| `--debug` | - | - | false | Enable debug output (shows SQL) |
+| `--comment` | `-c` | - | auto | Comment for external volume |
+| `--manifest-path` | - | - | `.sfutils/manifest.toml` | Path to manifest.toml |
+
+---
+
+### `create`
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--bucket` | `-b` | - | Yes | - | S3 bucket base name |
+| `--role-name` | - | - | No | `{prefix}-{bucket}-snowflake-role` | IAM role name |
+| `--policy-name` | - | - | No | `{prefix}-{bucket}-snowflake-policy` | IAM policy name |
+| `--volume-name` | - | - | No | `{PREFIX}_{BUCKET}_EXTERNAL_VOLUME` | Snowflake external volume name |
+| `--storage-location-name` | - | - | No | `{prefix}-{bucket}-s3-{region}` | Storage location name |
+| `--external-id` | - | - | No | auto-generated | External ID for trust relationship |
+| `--aws-profile` | - | `AWS_PROFILE` | No | - | AWS profile name for boto3 session |
+| `--no-writes` | - | - | No | false | Create read-only external volume |
+| `--skip-verify` | - | - | No | false | Skip external volume verification |
+| `--dry-run` | - | - | No | false | Preview what would be created |
+| `--force` | `-f` | - | No | false | Overwrite existing volume (CREATE OR REPLACE) |
+| `--yes` | `-y` | - | No | false | Accepted for scripting compatibility (no interactive prompt on create) |
+
+---
+
+### `delete`
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--bucket` | `-b` | - | Yes | - | S3 bucket base name |
+| `--role-name` | - | - | No | `{prefix}-{bucket}-snowflake-role` | IAM role name |
+| `--policy-name` | - | - | No | `{prefix}-{bucket}-snowflake-policy` | IAM policy name |
+| `--volume-name` | - | - | No | `{PREFIX}_{BUCKET}_EXTERNAL_VOLUME` | Snowflake volume name |
+| `--delete-bucket` | - | - | No | false | Also delete the S3 bucket |
+| `--force` | - | - | No | false | Force delete bucket even if not empty |
+| `--yes` | `-y` | - | No | false | Skip confirmation prompt |
+| `--output` | `-o` | - | No | `text` | Output format: `text` or `json` |
+
+After delete, the CLI marks the volume `status = "REMOVED"` in `manifest.toml`.
+
+---
+
+### `verify`
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--volume-name` | `-v` | - | Yes | - | Snowflake external volume name |
+| `--retry` | - | - | No | false | Retry with exponential backoff on failure (for IAM propagation lag) |
+
+---
+
+### `describe`
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--volume-name` | `-v` | - | Yes | - | Snowflake external volume name |
+
+---
+
+### `update-trust`
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--bucket` | `-b` | - | No | - | S3 bucket base name (to derive role/volume names) |
+| `--role-name` | `-r` | - | No | - | IAM role name to update |
+| `--volume-name` | `-v` | - | No | - | Snowflake external volume name |
+
+> At least `--bucket` or both `--role-name` and `--volume-name` must be provided.
+
+---
+
+### `setup-connection`
+
+Test a Snowflake connection and cache it to `manifest.toml`.
+
+```bash
+<SKILL_DIR>/vol setup-connection -c <connection_name>
+<SKILL_DIR>/vol setup-connection -c local-oauth --admin-role ACCOUNTADMIN
+```
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--connection` | `-c` | Yes | - | Snowflake connection name (from `snow connection list`) |
+| `--admin-role` | - | No | ACCOUNTADMIN | Admin role to cache in manifest |
+
+Writes `[snowflake].connection`, `account`, `user`, `account_url`, and `admin_role` to `manifest.toml`.
+
+---
+
+### `validate-manifest`
+
+Validate `manifest.toml` structure and report issues.
+
+```bash
+<SKILL_DIR>/vol validate-manifest
+<SKILL_DIR>/vol validate-manifest --fix
+```
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--fix` | - | No | false | Auto-repair structural gaps (adds missing sections with defaults) |
+
+Exit code 0 = valid, 1 = issues found.
+
+---
+
+### `list`
+
+List all external volumes recorded in `manifest.toml`.
+
+```bash
+<SKILL_DIR>/vol list
+```
+
+Output columns: `LABEL` / `VOLUME_NAME` / `TYPE` / `STATUS`
+
+No options.
+
+---
+
+### `migrate`
+
+Migrate legacy `sfutils-manifest.md` + `.env` to `manifest.toml`.
+
+```bash
+<SKILL_DIR>/vol migrate --dry-run
+<SKILL_DIR>/vol migrate
+```
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--env-path` | - | No | `.env` | `.env` file to read connection info from |
+| `--manifest-md` | - | No | `.sfutils/sfutils-manifest.md` | Legacy markdown manifest to read |
+| `--dry-run` | - | No | false | Show what would be written without writing |
+
+- Reads `sfutils-manifest.md` as **primary source** (volume_name, bucket_url, status, admin_role)
+- Reads `.env` for connection info only (`SNOWFLAKE_DEFAULT_CONNECTION_NAME`, etc.)
+- Always sets `infra_ready = false` — run `vol check-setup` afterwards
+- Status defaults to `REMOVED` when unresolvable from markdown
+
+---
+
+## Correct Command Structure
+
+```bash
+vol [GLOBAL OPTIONS] <command> [COMMAND OPTIONS]
+
+# Examples
+vol --region us-east-1 create --bucket iceberg-data --dry-run
+vol --no-prefix create --bucket iceberg-data --aws-profile prod
+vol delete --bucket iceberg-data --yes
+vol verify --volume-name MY_EXTERNAL_VOLUME
+vol setup-connection -c local-oauth
+vol validate-manifest --fix
+vol list
+vol migrate --dry-run
+```
diff --git a/skills/external-volume/manifest-flows.md b/skills/external-volume/manifest-flows.md
new file mode 100644
index 00000000..e5a4666a
--- /dev/null
+++ b/skills/external-volume/manifest-flows.md
@@ -0,0 +1,228 @@
+## TOML Manifest Flow (manifest.toml — current)
+
+### Progressive Volume Write
+
+After successful `vol create`, the CLI automatically writes to `.sfutils/manifest.toml`.
+The entry looks like this:
+
+```toml
+# Machine-managed by Cortex Code. Do not hand-edit.
+schema_version = "1"
+project_name   = "my-demo"
+created_at     = "2026-05-02T10:00:00Z"
+
+# ── Shared Snowflake connection (captured once, reused by all volumes) ────────
+[snowflake]
+connection   = "local-oauth"
+account      = "ABC12345"
+user         = "KAMESHS"
+account_url  = "https://abc12345.snowflakecomputing.com"
+admin_role   = "ACCOUNTADMIN"
+
+# ── Tool / infra pre-flight cache ─────────────────────────────────────────────
+[prereqs]
+tools_verified = "2026-05-02"
+infra_ready    = true
+
+# ── Volume: my-s3-volume ──────────────────────────────────────────────────────
+[volume.my-s3-volume]
+status               = "COMPLETE"
+created_at           = "2026-05-02T10:15:00Z"
+updated_at           = "2026-05-02T10:15:00Z"
+volume_name          = "MY_S3_VOLUME"
+storage_type         = "s3"
+bucket_url           = "s3://my-bucket/prefix"
+aws_region           = "us-east-1"
+aws_profile          = "default"
+storage_aws_role_arn = "arn:aws:iam::123456789012:role/MySnowflakeRole"
+external_id          = "abc123xyz"
+admin_role           = "ACCOUNTADMIN"
+
+[volume.my-s3-volume.cleanup]
+volume_name = "MY_S3_VOLUME"
+```
+
+**TOML key derivation:** `volume_name.lower().replace("_", "-")`
+Example: `MY_S3_VOLUME` → `my-s3-volume`
+
+**No `db` field in `[cleanup]`** — external volumes are account-level objects; cleanup is
+S3 bucket + IAM role/policy + `DROP EXTERNAL VOLUME` only.
+
+---
+
+### Multiple Volumes
+
+Each additional volume gets its own `[volume.<label>]` section:
+
+```toml
+[volume.my-s3-volume]
+...
+
+[volume.my-second-volume]
+status      = "COMPLETE"
+volume_name = "MY_SECOND_VOLUME"
+storage_type = "s3"
+...
+```
+
+Use `vol list` to see all volumes at a glance.
+
+---
+
+### Remove Flow (TOML)
+
+**Always run Volume Manifest Gate before Remove.**
+
+```bash
+<SKILL_DIR>/vol validate-manifest     # gate check
+<SKILL_DIR>/vol list                  # confirm the volume name/label
+<SKILL_DIR>/vol delete --bucket <BUCKET> --yes --output json
+```
+
+After delete the CLI marks the entry as removed in manifest.toml:
+
+```toml
+[volume.my-s3-volume]
+status     = "REMOVED"
+removed_at = "2026-05-02T11:00:00Z"
+updated_at = "2026-05-02T11:00:00Z"
+...
+```
+
+The entry is preserved for audit purposes — never deleted from the manifest.
+
+---
+
+### Validate Manifest
+
+```bash
+<SKILL_DIR>/vol validate-manifest          # check structure
+<SKILL_DIR>/vol validate-manifest --fix    # repair structural gaps
+```
+
+---
+
+## Legacy Markdown Manifest Flow (sfutils-manifest.md — deprecated)
+
+> **⚠️ DEPRECATED** — The `.sfutils/sfutils-manifest.md` format is no longer used for
+> new projects. Run `vol migrate` to convert to `manifest.toml`.
+>
+> Keep this section for users who haven't migrated yet.
+
+### Step 8: Write Success Summary and Cleanup Manifest
+
+**Manifest Location:** `.sfutils/sfutils-manifest.md`
+
+**Create directory if needed:**
+
+```bash
+mkdir -p .sfutils && chmod 700 .sfutils
+```
+
+**If manifest doesn't exist, create with header:**
+
+```markdown
+# SF Utils Manifest
+
+This manifest records all Snowflake resources created by sfutils skills.
+
+---
+```
+
+**Append skill section with START/END markers:**
+
+```markdown
+<!-- START -- sfutils-extvolumes -->
+## External Volume Resources: {COMMENT_PREFIX}
+
+**Created:** {TIMESTAMP}
+**Provider:** {STORAGE_PROVIDER}
+**Prefix:** {PREFIX}
+**Bucket:** {BUCKET}
+**Region:** {AWS_REGION}
+**Status:** COMPLETE
+
+### AWS Tags (applied to S3, IAM Role, IAM Policy)
+| Tag Key | Value |
+|---------|-------|
+| managed-by | sfutils-extvolumes |
+| user | {PREFIX_UPPER} |
+| project | {BUCKET_UPPER} |
+| snowflake-volume | {PREFIX}_{BUCKET}_EXTERNAL_VOLUME |
+
+### Resources
+| # | Type | Name | Location | Status |
+|---|------|------|----------|--------|
+| 1 | S3 Bucket | {PREFIX}-{BUCKET} | AWS ({AWS_REGION}) | DONE |
+| 2 | IAM Policy | {PREFIX}-{BUCKET}-snowflake-policy | AWS | DONE |
+| 3 | IAM Role | {PREFIX}-{BUCKET}-snowflake-role | AWS | DONE |
+| 4 | External Volume | {PREFIX}_{BUCKET}_EXTERNAL_VOLUME | Snowflake | DONE |
+
+### Cleanup
+
+Run this command to remove all resources:
+
+\```bash
+<SKILL_DIR>/vol \
+  --region ${AWS_REGION} \
+  delete --bucket ${BUCKET} --yes --output json
+\```
+
+With S3 bucket deletion:
+
+\```bash
+<SKILL_DIR>/vol \
+  --region ${AWS_REGION} \
+  delete --bucket ${BUCKET} --delete-bucket --force --yes --output json
+\```
+<!-- END -- sfutils-extvolumes -->
+```
+
+**Secure manifest file:**
+
+```bash
+chmod 600 .sfutils/sfutils-manifest.md
+```
+
+**Display success summary to user:**
+
+```
+✅ External Volume Setup Complete!
+
+Resources Created:
+  S3 Bucket:        {PREFIX}-{BUCKET} ({AWS_REGION})
+  IAM Role:         {PREFIX}-{BUCKET}-snowflake-role
+  IAM Policy:       {PREFIX}-{BUCKET}-snowflake-policy
+  External Volume:  {PREFIX}_{BUCKET}_EXTERNAL_VOLUME
+
+AWS Tags Applied:
+  managed-by:       sfutils-extvolumes
+  user:             {PREFIX}
+  project:          {BUCKET}
+  snowflake-volume: {VOLUME_NAME}
+
+Verification:
+  Status:           ✅ PASSED
+  Storage Access:   Confirmed
+  IAM Trust:        Valid
+
+Applications:
+  - Iceberg tables (managed data lake)
+  - COPY INTO unload (data export)
+  - External stages (data import)
+
+Manifest: .sfutils/manifest.toml
+```
+
+**Example Iceberg Table DDL:**
+
+```sql
+CREATE OR REPLACE ICEBERG TABLE my_table (
+    id INT,
+    name STRING,
+    created_at TIMESTAMP
+)
+    CATALOG = 'SNOWFLAKE'
+    EXTERNAL_VOLUME = 'MY_S3_VOLUME'
+    BASE_LOCATION = 'my_table/';
+```
diff --git a/skills/external-volume/prereqs.md b/skills/external-volume/prereqs.md
new file mode 100644
index 00000000..3bbd96e9
--- /dev/null
+++ b/skills/external-volume/prereqs.md
@@ -0,0 +1,109 @@
+# External Volume Prerequisites
+
+## Migration Detection
+
+Before running prerequisites, check which state the project is in:
+
+```bash
+ls .sfutils/sfutils-manifest.md 2>/dev/null && echo "LEGACY" || true
+ls .sfutils/manifest.toml 2>/dev/null && echo "TOML" || true
+```
+
+- **Legacy manifest found (`sfutils-manifest.md`):** run `vol migrate` first, then check-setup
+- **TOML manifest found (`manifest.toml`):** run Volume Manifest Gate, then proceed
+- **Neither found:** initialize manifest below
+
+---
+
+## Initialize manifest.toml (New Project)
+
+```bash
+mkdir -p .sfutils && chmod 700 .sfutils
+```
+
+Create a skeleton manifest (the CLI will fill it in via `vol setup-connection`):
+
+```toml
+# .sfutils/manifest.toml
+schema_version = "1"
+project_name   = "<basename of project directory>"
+created_at     = "<ISO timestamp — set by CLI>"
+
+[snowflake]
+connection   = ""
+account      = ""
+user         = ""
+account_url  = ""
+admin_role   = "ACCOUNTADMIN"
+
+[prereqs]
+tools_verified = ""
+infra_ready    = false
+
+[volume]
+# populated automatically by vol create
+```
+
+```bash
+chmod 600 .sfutils/manifest.toml
+```
+
+Then run `vol setup-connection -c <connection>` to fill in the `[snowflake]` section.
+
+---
+
+## Tool Verification
+
+```bash
+<SKILL_DIR>/vol check-setup --provider s3
+```
+
+This checks:
+- `snow` CLI is on PATH
+- `aws` CLI is on PATH (S3 provider)
+- AWS credential env signal (profile, static keys, web identity)
+
+On success, writes `[prereqs].infra_ready = true` to `manifest.toml`.
+
+**For other providers (future):**
+```bash
+<SKILL_DIR>/vol check-setup --provider azure   # checks az CLI
+<SKILL_DIR>/vol check-setup --provider gcs     # checks gcloud CLI
+```
+
+**Install missing tools:**
+
+| Tool | Install Command |
+|------|-----------------|
+| `uv` | `curl -LsSf https://astral.sh/uv/install.sh \| sh` |
+| `snow` | `pip install snowflake-cli` or `uv tool install snowflake-cli` |
+| `aws` | `pip install awscli` or via your package manager |
+
+---
+
+## Required Snowflake Privilege
+
+External volumes are **account-level objects**. No database or schema is needed.
+
+Creation requires `CREATE EXTERNAL VOLUME` privilege, held by `ACCOUNTADMIN` by default.
+
+```bash
+<SKILL_DIR>/vol setup-connection -c <connection> --admin-role ACCOUNTADMIN
+```
+
+This caches the admin role in `manifest.toml [snowflake].admin_role`.
+
+---
+
+## Verify Prerequisites Are Met
+
+```bash
+<SKILL_DIR>/vol validate-manifest
+```
+
+Expected output:
+```
+✓ manifest.toml is valid  (connection: local-oauth, volumes: 0)
+```
+
+If validation fails with `infra_ready = false`, run `vol check-setup` to resolve.
diff --git a/skills/external-volume/pyproject.toml b/skills/external-volume/pyproject.toml
new file mode 100644
index 00000000..26d448e8
--- /dev/null
+++ b/skills/external-volume/pyproject.toml
@@ -0,0 +1,11 @@
+[project]
+name = "external-volume"
+version = "0.2.2"
+description = "Cortex Code skill for creating Snowflake external volumes with cloud storage"
+requires-python = ">=3.12"
+dependencies = [
+    "sfutils-extvolumes",
+]
+
+[tool.uv.sources]
+sfutils-extvolumes = { git = "https://github.com/Snowflake-Labs/sfutils-extvolumes", tag = "v0.2.2" }
diff --git a/skills/external-volume/replay-flows.md b/skills/external-volume/replay-flows.md
new file mode 100644
index 00000000..9746c604
--- /dev/null
+++ b/skills/external-volume/replay-flows.md
@@ -0,0 +1,283 @@
+## Export for Sharing Flow
+
+**Trigger phrases:** "export manifest for sharing"
+
+**Purpose:** Create a portable copy of the manifest for another developer.
+
+**Summary:**
+
+1. Verify ALL volumes in `manifest.toml` have `status = "COMPLETE"`
+2. Read `project_name` from manifest root
+3. Ask user for export location (default: project root)
+4. Create `{project_name}-manifest.toml` with:
+   - All statuses set to `REMOVED`
+   - Connection fields blanked (connection is per-account)
+   - Comment at top: `# Shared manifest — run 'vol migrate' or 'vol setup-connection' before replaying`
+
+---
+
+## Replay Flow (Minimal Approvals)
+
+> **🚨 GOAL:** Replay is for less technical users who trust the setup. Minimize friction.
+> Cortex Code constructs summary from manifest, runs `--dry-run` to show full SQL/JSON preview, gets ONE confirmation, then executes.
+> **🔴 CRITICAL:** Even in replay flow, user MUST see the full SQL/JSON preview before confirmation. NEVER skip dry-run output.
+
+**Trigger phrases:** "replay manifest", "replay volumes", "recreate external volume", "replay from manifest", "setup from manifest URL", "replay from URL", "use manifest from `<url>`"
+
+> **📍 Manifest Location:** `.sfutils/manifest.toml` (TOML format — current)
+> Legacy `.sfutils/sfutils-manifest.md` requires `vol migrate` first.
+
+**IMPORTANT:** This is the **external-volume** skill. Only replay volumes from `manifest.toml [volume.*]` entries.
+
+**If user asks to replay/recreate from manifest:**
+
+0. **Remote Manifest URL Detection (if user provides a URL):**
+
+   If the user provides a URL, detect and normalize it **before** local manifest detection:
+
+   **Supported URL patterns:**
+   - **GitHub blob:** `https://github.com/{owner}/{repo}/blob/{branch}/{path}` → replace host with `raw.githubusercontent.com` and remove `/blob/` segment
+   - **GitHub raw:** `https://raw.githubusercontent.com/...` → use as-is
+   - **Any other HTTPS URL ending in `.toml`** → use as-is
+
+   **After translating, show user and confirm:**
+
+   ```
+   Found manifest URL. Download URL:
+     <translated_raw_url>
+
+   Download to current directory as <filename>? [yes/no]
+   ```
+
+   **⚠️ STOP**: Wait for user confirmation.
+
+   ```bash
+   curl -fSL -o <filename> "<translated_raw_url>"
+   ```
+
+   After download, continue with step 1.
+
+1. **Detect manifest(s) in current directory:**
+
+   ```bash
+   # Check for TOML manifest (current format)
+   ls .sfutils/manifest.toml 2>/dev/null && echo "TOML_FOUND" || echo "NO_TOML"
+
+   # Check for legacy markdown manifest
+   ls .sfutils/sfutils-manifest.md 2>/dev/null && echo "LEGACY_FOUND" || echo "NO_LEGACY"
+
+   # Check for shared manifests
+   ls *-manifest.toml 2>/dev/null || true
+   ```
+
+   **Decision tree:**
+
+   | State | Action |
+   |-------|--------|
+   | TOML manifest found | Run Volume Manifest Gate → proceed to step 2 |
+   | Legacy markdown found, no TOML | Run `vol migrate` first, then proceed |
+   | Shared `.toml` file downloaded | `mkdir -p .sfutils && cp <shared>.toml .sfutils/manifest.toml` → run `vol setup-connection` → proceed |
+   | Nothing found | "No manifest found. Run 'vol setup-connection' to start a new project." |
+
+   **If BOTH TOML and a shared file exist, ask user:**
+
+   ```
+   ⚠️ Found two manifests:
+     1. Working manifest: .sfutils/manifest.toml
+     2. Shared manifest: <shared_file>
+
+   Which should we use for volumes replay?
+     A. Resume working manifest
+     B. Start fresh from shared manifest (will replace working manifest)
+     C. Cancel
+   ```
+
+   **⚠️ STOP**: Wait for user choice.
+
+2. **Run Volume Manifest Gate:**
+
+   ```bash
+   <SKILL_DIR>/vol validate-manifest
+   ```
+
+   If fails → `vol validate-manifest --fix`. If still failing → stop and show errors.
+
+3. **Check connection:**
+
+   ```bash
+   cat .sfutils/manifest.toml | grep "^connection"
+   ```
+
+   **If connection is empty:** Ask user to select from `snow connection list`, then:
+
+   ```bash
+   <SKILL_DIR>/vol setup-connection -c <chosen_connection>
+   ```
+
+   **If connection is set:** proceed.
+
+4. **Read volumes from manifest:**
+
+   ```bash
+   <SKILL_DIR>/vol list
+   ```
+
+   Shows all volumes with label / volume_name / storage_type / status.
+
+   - If no volumes found: "No volume entries in manifest.toml. Nothing to replay."
+   - If volumes found: continue to step 5.
+
+5. **For each volume with `status = "REMOVED"`:**
+
+   Read values from the manifest entry:
+
+   ```bash
+   # Read volume details from manifest
+   cat .sfutils/manifest.toml
+   ```
+
+   Extract: `volume_name`, `bucket_url`, `aws_region`, `aws_profile`, `storage_aws_role_arn`.
+   Derive bucket base name from `bucket_url` (e.g. `s3://prefix-bucket` → bucket = `prefix-bucket`).
+
+   **Collision check — if `status = "COMPLETE"`:**
+
+   ```
+   ⚠️ External volume resources already exist:
+
+     Resource                    Status
+     ─────────────────────────────────────
+     External Volume: {VOLUME_NAME}   COMPLETE
+     S3 Bucket:       {BUCKET}        EXISTS
+
+   Choose a strategy:
+   1. Use existing → skip creation, continue
+   2. Replace → run 'delete' then recreate (DESTRUCTIVE)
+   3. Rename → prompt for new volume name, create alongside existing
+   4. Cancel → stop replay
+   ```
+
+   **⚠️ STOP**: Wait for user choice.
+
+   | Choice | Action |
+   |--------|--------|
+   | **Use existing** | Skip volume creation. |
+   | **Replace** | Confirm "Type 'yes, destroy' to confirm". Run delete flow, then proceed to step 6. |
+   | **Rename** | Ask for new volume name. Pass `--volume-name <new>` to `vol create`. |
+   | **Cancel** | Stop replay. |
+
+6. **Run dry-run to show full SQL/JSON preview:**
+
+   ```bash
+   <SKILL_DIR>/vol \
+     --region <AWS_REGION> \
+     create --bucket <BUCKET> --dry-run
+   ```
+
+   Add `--aws-profile <PROFILE>` if `aws_profile` is set in manifest.
+
+   **🔴 CRITICAL:** Paste the ENTIRE dry-run output into your response using language-tagged code blocks.
+
+   Then ask:
+
+   ```
+   Proceed with creation? [yes/no]
+   ```
+
+   **⚠️ STOP**: Wait for user confirmation.
+
+7. **On "yes":** Run actual command:
+
+   ```bash
+   <SKILL_DIR>/vol \
+     --region <AWS_REGION> \
+     create --bucket <BUCKET> --output json
+   ```
+
+   The CLI automatically updates `manifest.toml` with `status = "COMPLETE"` and volume details.
+
+8. **Verify (MANDATORY — do NOT skip):**
+
+   ```bash
+   <SKILL_DIR>/vol verify --volume-name <VOLUME_NAME>
+   ```
+
+   Wait for IAM propagation (up to 60s). Retry once after 30s if fails.
+
+9. **Confirm manifest is well-formed:**
+
+   ```bash
+   <SKILL_DIR>/vol validate-manifest
+   ```
+
+---
+
+## Replay All Flow (Multi-Skill Sequential)
+
+**Trigger phrases:** "replay all manifests", "replay all sfutils", "recreate all from manifest"
+
+> **Purpose:** Replay ALL volumes from `manifest.toml` in created_at order.
+
+**If user asks to replay all:**
+
+1. **Read manifest:**
+
+   ```bash
+   <SKILL_DIR>/vol list
+   ```
+
+2. **Find ALL volumes** in `manifest.toml [volume.*]` sections.
+
+3. **Sort by `created_at` timestamp ascending.**
+
+   Display replay plan:
+
+   ```
+   Found 2 volume(s) in manifest.toml:
+
+   | # | LABEL | VOLUME_NAME | TYPE | STATUS |
+   |---|-------|-------------|------|--------|
+   | 1 | my-s3-volume | MY_S3_VOLUME | s3 | REMOVED |
+   | 2 | my-second-volume | MY_SECOND_VOLUME | s3 | REMOVED |
+   ```
+
+4. **Check statuses:**
+   - If ANY volume has `status = "COMPLETE"`: Warn user which volumes already exist
+   - Only proceed if all target volumes have `status = "REMOVED"` or "IN_PROGRESS"
+
+5. **Display replay plan with single confirmation:**
+
+   ```
+   ℹ️  Replay All will recreate volumes in created_at order:
+
+     1. my-s3-volume → MY_S3_VOLUME (s3)
+     2. my-second-volume → MY_SECOND_VOLUME (s3)
+
+   Proceed with sequential creation? [yes/no]
+   ```
+
+6. **On "yes":** Execute each volume's replay in order (steps 6-8 above for each).
+
+   - If ANY volume fails: STOP immediately, report which failed
+   - Do NOT continue to next volume on failure
+
+7. **On completion:**
+
+   ```
+   ✅ Replay All Complete!
+
+     ✓ my-s3-volume:    COMPLETE
+     ✓ my-second-volume: COMPLETE
+
+   All volumes recreated successfully.
+   ```
+
+**On failure:**
+
+```
+❌ Replay All Failed at: my-second-volume
+
+  ✓ my-s3-volume:     COMPLETE
+  ✗ my-second-volume: FAILED - <error message>
+
+Fix the issue, then run "replay all" again to continue.
+```
diff --git a/skills/external-volume/supplemental.md b/skills/external-volume/supplemental.md
new file mode 100644
index 00000000..9ca6c512
--- /dev/null
+++ b/skills/external-volume/supplemental.md
@@ -0,0 +1,72 @@
+## Provider Comparison
+
+| Provider | STORAGE_PROVIDER | Auth Mechanism | CLI Tool | Status |
+|----------|------------------|----------------|----------|--------|
+| AWS S3 | `S3` | IAM role + external ID | `aws` | Supported |
+| Azure Blob | `AZURE` | Service principal + tenant ID | `az` | Planned (not enabled in skill or CLI) |
+| GCS | `GCS` | Service account | `gcloud` | Planned (not enabled in skill or CLI) |
+
+## AWS credential environment (reference)
+
+`check-setup --suggest` includes `csp_credential_env` (each watched name with `set: true/false` only — **never values**), `csp_credential_env_signal`, and `csp_credential_env_satisfied_by`.
+
+**OR satisfaction:** The signal is true if **any one** of these holds: static keys (`AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY`), profile (`AWS_PROFILE` or `AWS_DEFAULT_PROFILE`), or web identity (`AWS_WEB_IDENTITY_TOKEN_FILE`). Region vars (`AWS_REGION`, `AWS_DEFAULT_REGION`) are listed for diagnostics only and are **not** required for the credential signal.
+
+If the signal is false, `credential_env_note` explains that boto3 may still use shared config files, SSO, or an instance role — not a hard failure.
+
+Full credential resolution order and options: [Boto3 credentials](https://boto3.amazonaws.com/v1/documentation/api/latest/guide/credentials.html).
+
+## SQL Reference (Snowflake Documentation)
+
+> These links help Cortex Code infer correct SQL syntax when previewing or troubleshooting.
+
+| Statement | Documentation |
+|-----------|---------------|
+| `CREATE EXTERNAL VOLUME` | https://docs.snowflake.com/en/sql-reference/sql/create-external-volume |
+| `ALTER EXTERNAL VOLUME` | https://docs.snowflake.com/en/sql-reference/sql/alter-external-volume |
+| `DROP EXTERNAL VOLUME` | https://docs.snowflake.com/en/sql-reference/sql/drop-external-volume |
+| `DESC EXTERNAL VOLUME` | https://docs.snowflake.com/en/sql-reference/sql/desc-external-volume |
+| `SHOW EXTERNAL VOLUMES` | https://docs.snowflake.com/en/sql-reference/sql/show-external-volumes |
+| `CREATE ICEBERG TABLE` (Snowflake catalog) | https://docs.snowflake.com/en/sql-reference/sql/create-iceberg-table-snowflake |
+
+## Troubleshooting
+
+**Connection not found:** Ensure `[snowflake].connection` in `.sfutils/manifest.toml` matches a configured connection. Run `snow connection list` to see available connections, then run `vol setup-connection -c <name>` to update the manifest.
+
+**Infrastructure not set up:** Run `<SKILL_DIR>/vol check-setup --run-setup` - it will check and offer to create the database and schemas.
+
+**IAM propagation delay:** Script uses exponential backoff. Run `verify` after a minute if needed.
+
+**S3 403 error:** Bucket name exists in another account. Choose different name.
+
+**Trust policy mismatch:** Run `update-trust` to re-sync.
+
+## Privilege Escalation Hints (for Apps)
+
+**Background:** Apps using sfutils resources should operate with restricted SA_ROLE. However, some operations genuinely require elevated privileges.
+
+**If an app needs elevated access, suggest these patterns:**
+
+| App Need | Recommended Approach |
+|----------|---------------------|
+| Create Iceberg tables | Grant CREATE ICEBERG TABLE on schema to SA_ROLE |
+| Modify external volume | Use admin_role from manifest for one-time setup |
+| Grant USAGE to other roles | Stored procedure with CALLER rights + admin_role |
+
+**Example: Stored procedure for controlled escalation:**
+
+```sql
+-- Created once by admin, used by SA_ROLE
+CREATE OR REPLACE PROCEDURE grant_iceberg_usage(target_role STRING)
+RETURNS STRING
+LANGUAGE SQL
+EXECUTE AS CALLER
+AS
+BEGIN
+    -- SA_ROLE calls this, but it runs as admin_role
+    GRANT USAGE ON EXTERNAL VOLUME <VOLUME_NAME> TO ROLE IDENTIFIER(:target_role);
+    RETURN 'Granted USAGE to ' || :target_role;
+END;
+```
+
+**IMPORTANT:** Never suggest putting admin_role in app .env. Always delegate to manifest.
diff --git a/skills/external-volume/uv.lock b/skills/external-volume/uv.lock
new file mode 100644
index 00000000..7ec3424d
--- /dev/null
+++ b/skills/external-volume/uv.lock
@@ -0,0 +1,1121 @@
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diff --git a/skills/external-volume/vol b/skills/external-volume/vol
new file mode 100755
index 00000000..715308e6
--- /dev/null
+++ b/skills/external-volume/vol
@@ -0,0 +1,33 @@
+#!/bin/bash
+# Copyright 2026 Snowflake Inc.
+# SPDX-License-Identifier: Apache-2.0
+#
+# vol - sfutils-extvolumes CLI wrapper
+#
+# Resolves the skill's --project path automatically so you don't have to
+# type the full `uv run --project /long/path/...` every time.
+# Connection is read automatically from .sfutils/manifest.toml — no .env sourcing needed.
+#
+# Usage (from your project directory):
+#   vol create --bucket my-bucket --region us-west-2
+#   vol verify --volume-name MY_EXTERNAL_VOLUME
+#   vol delete --bucket my-bucket
+#   vol check-setup --suggest
+#   vol --help
+#
+# Install globally (symlink-safe — realpath follows the link back to this file):
+#   ln -sf "$(pwd)/vol" ~/.local/bin/vol
+
+# Resolve the real path of this script (follows symlinks)
+SCRIPT_PATH="$(realpath "${BASH_SOURCE[0]}")"
+SKILL_DIR="$(dirname "$SCRIPT_PATH")"
+
+# Suppress uv VIRTUAL_ENV mismatch warnings
+unset VIRTUAL_ENV
+
+if [ "$1" = "check-setup" ]; then
+  shift
+  exec uv run --project "$SKILL_DIR" check-setup "$@"
+fi
+
+exec uv run --project "$SKILL_DIR" sfutils-extvolumes "$@"
diff --git a/skills/external-volume/workflow-s3.md b/skills/external-volume/workflow-s3.md
new file mode 100644
index 00000000..13a282f9
--- /dev/null
+++ b/skills/external-volume/workflow-s3.md
@@ -0,0 +1,203 @@
+# S3 Workflow
+
+Self-contained workflow for creating an external volume backed by AWS S3. Called from [SKILL.md](SKILL.md) after shared Steps 1-3 complete.
+
+## Provider Prerequisites
+
+**Check for AWS CLI:**
+
+```bash
+command -v aws &>/dev/null && echo "aws: OK" || echo "aws: MISSING"
+```
+
+**If MISSING, stop and provide installation instructions:**
+
+| Tool | Install Command |
+|------|-----------------|
+| `aws` | `brew install awscli` or see [AWS CLI Install](https://docs.aws.amazon.com/cli/latest/userguide/getting-started-install.html) |
+
+**⚠️ STOP**: Do not proceed until `aws` CLI is installed.
+
+## Step 4: Gather S3 Requirements
+
+**Verify AWS credentials:**
+
+```bash
+aws sts get-caller-identity
+```
+
+Show output to confirm correct AWS account. **If check fails:** Stop and help user resolve.
+
+`<SKILL_DIR>/vol check-setup --suggest` also reports **credential-related environment variables** (names only: which are set). That is informational and **not** a substitute for `aws sts get-caller-identity`. If `csp_credential_env_signal` is true, one auth path is enough — do not ask the user to set other credential env vars "for completeness." See [Supplemental](supplemental.md) and [CLI Reference](cli-reference.md).
+
+**Pre-stated preference short-circuit**: Before running context commands or asking anything, check if the user's original request already contains all required configuration values. If **bucket name** and **AWS region** are both stated in the original request, use the values below and proceed directly to Step 5:
+
+- **Bucket** — use the stated base name
+- **Prefix** — check the user's original request:
+  - User said "no prefix" → use `--no-prefix` flag
+  - User named a specific prefix value (e.g., "use prefix 'myteam'") → use `--prefix myteam` exactly
+  - No prefix preference stated → derive from manifest `[snowflake].user` (see below)
+- **Region** — use the stated region
+- **Writes** — if the user said "read-only", "no writes", or "read only", add `--no-writes`; otherwise default to allowing writes
+
+If bucket name or region is not stated in the original request, proceed with the interactive steps below (starting with "Get context for defaults").
+
+**Get context for defaults:**
+
+```bash
+# Get prefix from manifest [snowflake].user (lowercase)
+cat .sfutils/manifest.toml 2>/dev/null | grep "^user" | cut -d'"' -f2 | tr '[:upper:]' '[:lower:]'
+
+# Get project name from current directory for bucket suggestion
+basename "$(pwd)" | tr '[:upper:]' '[:lower:]' | tr '_' '-'
+```
+
+**Step 4a: Ask about prefix FIRST:**
+
+```
+External Volume Configuration:
+
+Detected prefix (from manifest [snowflake].user): <prefix_value>
+
+> **Note:** By default, all AWS resources (S3 bucket, IAM role, IAM policy) are prefixed 
+> with your Snowflake username to avoid naming conflicts in shared AWS accounts.
+
+1. Prefix option:
+   - Use detected prefix: <prefix_value>
+   - Use custom prefix: (specify your own)
+   - No prefix: (use raw bucket name)
+```
+
+**⚠️ STOP**: Wait for user to select prefix option.
+
+**Step 4b: Ask for bucket name (show WITH prefix applied):**
+
+If user selected prefix (detected or custom), show bucket input WITH preview:
+
+```
+Prefix selected: <prefix_value>
+Suggested bucket (from project): <project_name>
+
+2. Bucket name (base name) [default: <project_name>]: 
+
+With your prefix, resources will be:
+  S3 Bucket:        <prefix>-<project_name>
+  IAM Role:         <prefix>-<project_name>-snowflake-role  
+  External Volume:  <PREFIX>_<PROJECT_NAME>_EXTERNAL_VOLUME
+```
+
+If user selected no prefix:
+
+```
+No prefix selected (raw names)
+Suggested bucket (from project): <project_name>
+
+2. Bucket name [default: <project_name>]: 
+
+Resources will be:
+  S3 Bucket:        <project_name>
+  IAM Role:         <project_name>-snowflake-role
+  External Volume:  <PROJECT_NAME>_EXTERNAL_VOLUME
+```
+
+**⚠️ STOP**: Wait for user input. After bucket entered, update preview with actual bucket name.
+
+**Step 4c: Ask remaining options:**
+
+```
+3. AWS region [default: us-west-2]:
+4. Allow writes? [default: yes]:
+5. AWS profile? (leave blank to use default credential chain):
+```
+
+**⚠️ STOP**: Wait for user input.
+
+> **`--no-writes` mapping:** If the user answers "no", "read-only", "no writes", or "read only" to "Allow writes?", pass `--no-writes` to **both** the dry-run and create commands (Steps 5 and 6).
+
+> **`--aws-profile` mapping:** If user provides a profile name, add `--aws-profile <name>` to the `vol create` command. If blank, omit the flag — boto3 uses the standard credential chain (env vars, instance role, SSO, etc.) automatically.
+
+## Step 5: Preview (Dry Run)
+
+**IMPORTANT:** The `--region` flag is a GLOBAL option (before `create`), not on `create`.
+
+**Working directory:** Run `<SKILL_DIR>/vol` from the project root. Connection is read automatically from `.sfutils/manifest.toml` — no env sourcing needed.
+
+**Execute (with prefix):**
+
+```bash
+<SKILL_DIR>/vol \
+  --region <AWS_REGION> \
+  create --bucket <BUCKET> --dry-run
+```
+
+**Execute (without prefix):**
+
+```bash
+<SKILL_DIR>/vol \
+  --region <AWS_REGION> --no-prefix \
+  create --bucket <BUCKET> --dry-run
+```
+
+**Execute (read-only / no-writes):** add `--no-writes` when user requested read-only:
+
+```bash
+<SKILL_DIR>/vol \
+  --region <AWS_REGION> \
+  create --bucket <BUCKET> --no-writes --dry-run
+```
+
+**Execute (with AWS profile):** add `--aws-profile` when user provided a profile name:
+
+```bash
+<SKILL_DIR>/vol \
+  --region <AWS_REGION> \
+  create --bucket <BUCKET> --aws-profile <PROFILE> --dry-run
+```
+
+**🔴 CRITICAL: Run the CLI dry-run, capture its output, and present it IN YOUR RESPONSE.** Terminal output gets collapsed/truncated by the UI — you MUST copy-paste the ENTIRE output into your response using language-tagged code blocks (` ```text ` for summary, ` ```json ` for IAM policies, ` ```sql ` for DDL). See [Supplemental](supplemental.md) for a full formatting example.
+
+> 🔄 **On pause/resume:** Re-run `--dry-run` and paste the complete output again before asking for confirmation.
+
+**⚠️ STOP**: Wait for explicit user approval ("yes", "ok", "proceed") before creating resources.
+
+## Step 6: Create Resources
+
+Same working directory rule as Step 5: project root; no env sourcing needed.
+
+**Execute (with prefix):**
+
+```bash
+<SKILL_DIR>/vol \
+  --region <AWS_REGION> \
+  create --bucket <BUCKET> --output json
+```
+
+**Execute (without prefix):**
+
+```bash
+<SKILL_DIR>/vol \
+  --region <AWS_REGION> --no-prefix \
+  create --bucket <BUCKET> --output json
+```
+
+**Execute (read-only / no-writes):** add `--no-writes` when user requested read-only:
+
+```bash
+<SKILL_DIR>/vol \
+  --region <AWS_REGION> \
+  create --bucket <BUCKET> --no-writes --output json
+```
+
+**On success:**
+
+- The CLI automatically writes the volume entry to `.sfutils/manifest.toml`
+- **Return to [SKILL.md](SKILL.md) Step 7** (verify)
+
+**Note:** External volumes have many applications:
+
+- Iceberg tables (managed data lake)
+- COPY INTO unload (data export)
+- External stages (data import)
+- Data sharing with other platforms
+
+**On failure:** Rollback is automatic. Present error.

From c228450321bce0f21dfa75d80be986f168f5fe74 Mon Sep 17 00:00:00 2001
From: sfc-gh-ksampath <kamesh.sampath@snowflake.com>
Date: Sat, 9 May 2026 14:07:48 +0530
Subject: [PATCH 3/5] Add network-rule skill

---
 skills/network-rule/SKILL.md               |  242 +++++
 skills/network-rule/cli-reference.md       |  298 ++++++
 skills/network-rule/egress-flows.md        |  198 ++++
 skills/network-rule/ingress-flows.md       |  200 ++++
 skills/network-rule/manifest-flows.md      |  270 +++++
 skills/network-rule/mode-type-reference.md |  192 ++++
 skills/network-rule/nw                     |   35 +
 skills/network-rule/prereqs.md             |   65 ++
 skills/network-rule/pyproject.toml         |   11 +
 skills/network-rule/replay-flows.md        |  232 ++++
 skills/network-rule/supplemental.md        |   89 ++
 skills/network-rule/uv.lock                | 1121 ++++++++++++++++++++
 12 files changed, 2953 insertions(+)
 create mode 100644 skills/network-rule/SKILL.md
 create mode 100644 skills/network-rule/cli-reference.md
 create mode 100644 skills/network-rule/egress-flows.md
 create mode 100644 skills/network-rule/ingress-flows.md
 create mode 100644 skills/network-rule/manifest-flows.md
 create mode 100644 skills/network-rule/mode-type-reference.md
 create mode 100755 skills/network-rule/nw
 create mode 100644 skills/network-rule/prereqs.md
 create mode 100644 skills/network-rule/pyproject.toml
 create mode 100644 skills/network-rule/replay-flows.md
 create mode 100644 skills/network-rule/supplemental.md
 create mode 100644 skills/network-rule/uv.lock

diff --git a/skills/network-rule/SKILL.md b/skills/network-rule/SKILL.md
new file mode 100644
index 00000000..a53c890f
--- /dev/null
+++ b/skills/network-rule/SKILL.md
@@ -0,0 +1,242 @@
+---
+name: network-rule
+aliases:
+  - setup-network-rules
+description: >
+  Setup and manage Snowflake network rules and policies using sfutils CLI
+  with TOML manifest tracking.
+  Use when: setting up network rules, creating network rules with GitHub Actions
+  or Google IPs or local IP allowlisting, managing INGRESS/EGRESS/POSTGRES/INTERNAL_STAGE
+  rules, CIDR allowlisting, firewall setup, dry-run preview, replaying network setup
+  from manifest, cleaning up network resources, exporting network manifest for sharing.
+  Triggers: sfutils-networks, setup-network-rules, network-rule, setup network,
+  setup nw, allow gh, allow github, allow google, allow local, CIDR, egress rule,
+  postgres ingress, AWSVPCEID, HOST_PORT, dry-run network, replay network, replay manifest,
+  recreate network, export manifest, cleanup network, remove network rule, network manifest,
+  multiple network rules, external access, call external API, OpenFlow connector,
+  SPCS app, Snowpark external, EAI, integration, slack alert, pull from S3,
+  HuggingFace, OpenAI from Snowflake.
+---
+
+# Snowflake Network Rules & Policies
+
+Creates and manages network rules and policies for IP-based access control in Snowflake.
+Supports multiple rules per project via a TOML manifest — no `.env` required.
+
+## Workflow
+
+**📋 PREREQUISITE:** None. This skill can be used standalone or alongside other sfutils skills.
+
+**📍 MANIFEST FILE:** `.sfutils/manifest.toml` (ALWAYS this exact path and filename)
+
+> **⛔ DO NOT hand-edit manifests.** Manifests are machine-managed by Cortex Code. Manual edits can corrupt the format and break replay, cleanup, and export flows. Use skill commands to modify resources instead.
+
+**🔗 CONNECTION NOTE:** The `nw` CLI reads the Snowflake connection directly from `manifest.toml [snowflake].connection` and auto-injects `-c <connection>` for every `snow sql` call. No `source .env` or `set -a && source .env && set +a` is needed.
+
+**🔄 IDEMPOTENCY NOTE:** Network rules use `CREATE OR REPLACE` (Snowflake does not support `IF NOT EXISTS` for network rules). Network policies use `CREATE IF NOT EXISTS` to preserve existing policies. Re-running create operations is safe for automation.
+
+**🚫 FORBIDDEN ACTIONS - NEVER DO THESE:**
+
+- NEVER run SQL queries to discover/find/check values (no SHOW ROLES, SHOW DATABASES, SHOW NETWORK RULES)
+- NEVER auto-populate empty manifest values by querying Snowflake
+- NEVER use flags that bypass user interaction: `--auto-setup`, `--auto-approve`, `--quiet`, `--non-interactive`
+- **`--yes` / `-y` is REQUIRED** when executing commands after user has approved the dry-run (CLIs prompt interactively which does not work in Cortex Code's non-interactive shell)
+- NEVER assume user consent - always ask and wait for explicit confirmation
+- NEVER skip SQL in dry-run output - always show BOTH summary AND full SQL
+- **NEVER run raw SQL for cleanup** - ALWAYS use CLI commands (handles dependency order and detach/reattach)
+- **NEVER drop a network rule before its network policy** - policies reference rules; dropping a rule that a policy still references will fail. Order: drop policy first, then rule. The CLI `rule delete` handles this automatically.
+- **NEVER offer to drop SNOW_UTILS_DB** - it is shared infrastructure; cleanup only drops resources *inside* it (network rules, schemas), never the database itself
+- **NEVER guess or invent CLI options** - ONLY use options from the CLI Reference tables; if a command fails with "No such option", run `<command> --help` and use ONLY those options
+- NEVER use sed/awk/bash to edit manifest files — use the file editing tool (Edit/StrReplace)
+- NEVER rely on `.env` for connection or configuration — manifest.toml is the source of truth
+
+**✅ INTERACTIVE PRINCIPLE:** This skill is designed to be interactive. At every decision point, ASK the user and WAIT for their response before proceeding.
+
+---
+
+## Intent Router
+
+Classify the user's request and dispatch to the appropriate workflow:
+
+| User intent | Dispatch to |
+|-------------|-------------|
+| INGRESS — IP allowlist, CIDR, VPC, GitHub Actions connecting TO Snowflake | **→ [ingress-flows.md](ingress-flows.md)** |
+| EGRESS HOST_PORT — SPCS/Snowpark/OpenFlow/Cortex calling external services, EAI | **→ [egress-flows.md](egress-flows.md)** (Section 1: EAI Builder) |
+| EGRESS + Network Policy — account/user-level outbound restriction | **→ [egress-flows.md](egress-flows.md)** (Section 2) |
+| POSTGRES_INGRESS / INTERNAL_STAGE | **→ [ingress-flows.md](ingress-flows.md)** |
+| Both EGRESS and INGRESS in the same message | **→ [egress-flows.md](egress-flows.md) first**, complete it, then **→ [ingress-flows.md](ingress-flows.md)** |
+| Replay, export, share manifest | **→ [Replay Flows](replay-flows.md)** |
+| Validate, migrate, or repair manifest | **→ Network Manifest Gate + Step 0 below** |
+
+> After completing Steps 0–2 (connection + infra), dispatch to the appropriate flow above.
+> If the user message contains both EGRESS signals ("my SPCS app calls Slack") AND INGRESS
+> signals ("allow my local IP"), use the "Both" row — complete EAI Builder, then INGRESS.
+
+---
+
+
+## Network Manifest Gate
+
+**Run this check before any replay, remove, or manage-existing operation:**
+
+```bash
+<SKILL_DIR>/nw validate-manifest
+```
+
+- **If validation passes:** Continue with the operation.
+- **If validation fails:** Run `<SKILL_DIR>/nw validate-manifest --fix`, then re-validate.
+- **If issues remain after `--fix`:** Show the issues to the user and **STOP**. Do not proceed until the manifest is valid.
+
+> This gate is also enforced automatically by the CLI before every subcommand. The output will warn you with `⚠️ manifest.toml has N issue(s)` if the manifest needs attention.
+
+---
+
+### Step 0: Migration Detection
+
+**Check what state the project is in:**
+
+```bash
+ls .sfutils/ 2>/dev/null
+```
+
+**Case A — Legacy `.sfutils/sfutils-manifest.md` exists (no `manifest.toml` yet):**
+
+```bash
+<SKILL_DIR>/nw migrate --dry-run
+```
+
+Show the dry-run output. Ask user to confirm migration:
+
+```
+The project has a legacy sfutils-manifest.md.
+Migrate to manifest.toml format? [yes/no]
+```
+
+On confirmation:
+```bash
+<SKILL_DIR>/nw migrate
+```
+
+After migration, `infra_ready = false` is always set — proceed to Step 2 to re-verify infrastructure.
+
+**Case B — `manifest.toml` exists but has issues:**
+
+```bash
+<SKILL_DIR>/nw validate-manifest
+```
+
+If issues found:
+```bash
+<SKILL_DIR>/nw validate-manifest --fix
+```
+
+Re-validate. If issues remain, show them and STOP.
+
+**Case C — New project (no `.sfutils/` or no manifest):**
+
+Continue to Step 1.
+
+**⚠️ STOP**: Resolve migration/validation issues before any resource creation.
+
+### Step 1: Connection Setup
+
+**Check manifest for existing connection:**
+
+```bash
+<SKILL_DIR>/nw validate-manifest 2>&1 | grep connection || true
+cat .sfutils/manifest.toml 2>/dev/null | grep "connection"
+```
+
+**If `[snowflake].connection` is already set and valid:** Skip to Step 2.
+
+**If connection is empty or manifest does not exist:**
+
+1. List available connections:
+
+   ```bash
+   snow connection list --format json
+   ```
+
+2. Use `ask_user_question` to let the user pick a connection:
+
+   ```
+   Which Snowflake connection should this project use?
+   (Options from snow connection list output)
+   ```
+
+3. Test and cache the connection:
+
+   ```bash
+   <SKILL_DIR>/nw setup-connection -c <chosen_connection>
+   ```
+
+   This writes `[snowflake].connection`, `account`, `user`, and `account_url` to `manifest.toml`.
+
+**⚠️ STOP**: Do not proceed without a working connection.
+
+### Step 2: Infrastructure Check
+
+**Read infra status from manifest:**
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep -E "sf_utils_db|infra_ready"
+```
+
+Strict ordered evaluation:
+
+1. **`sf_utils_db` is empty** → Run check-setup (always):
+
+   ```bash
+   <SKILL_DIR>/nw check-setup --suggest
+   ```
+
+   If not ready, run with `--run-setup`:
+
+   ```bash
+   <SKILL_DIR>/nw check-setup --run-setup
+   ```
+
+2. **`sf_utils_db` set AND `infra_ready = true`** → Skip infra check, go to Step 2a.
+
+3. **`sf_utils_db` set AND `infra_ready = false`** → Run check-setup to verify:
+
+   ```bash
+   <SKILL_DIR>/nw check-setup --suggest
+   ```
+
+   On success, `check-setup` writes `infra_ready = true` to manifest automatically.
+
+**⚠️ STOP**: Do not proceed until `infra_ready = true` in manifest.
+
+### Step 2a: Admin Role
+
+Check admin_role from manifest `[snowflake].admin_role` (defaults to ACCOUNTADMIN).
+
+If a non-ACCOUNTADMIN role is configured, verify it has required privileges:
+
+| Privilege | Scope | Required For |
+|-----------|-------|--------------|
+| USAGE | Database | Accessing SF_UTILS_DB |
+| CREATE NETWORK RULE | Schema | Creating network rules |
+| CREATE NETWORK POLICY | Account | Creating network policies |
+
+If privileges are missing, show the required GRANT statements and **STOP** for user to execute.
+
+### Step 2b onwards: Dispatch to flow
+
+After completing Step 2a (admin role check), dispatch based on rule intent:
+
+- **INGRESS / POSTGRES_INGRESS / INTERNAL_STAGE** → continue in [ingress-flows.md](ingress-flows.md) starting at Step 2b
+- **EGRESS HOST_PORT (EAI)** → continue in [egress-flows.md](egress-flows.md) Section 1
+- **EGRESS + Network Policy** → continue in [egress-flows.md](egress-flows.md) Section 2
+
+## Reference
+
+- [INGRESS Flows](ingress-flows.md) — Steps 3–6 for INGRESS, POSTGRES_INGRESS, INTERNAL_STAGE rules + policy selection
+- [EGRESS Flows](egress-flows.md) — EAI Builder (Section 1) + EGRESS Network Policy path (Section 2)
+- [CLI Reference](cli-reference.md) — `check-setup` and `nw` commands, options, and mode-type constraints
+- [Mode & Type Reference](mode-type-reference.md) — Rule mode selection UI, mode-type compatibility matrix, value input prompts, and EAI vs Policy decision (Step 2c)
+- [Manifest Flows](manifest-flows.md) — Manifest template, export for sharing, and remove/cleanup flows
+- [Replay Flows](replay-flows.md) — Replay single skill and replay all skills flows
+- [Supplemental](supplemental.md) — Stopping points, output, SQL reference, troubleshooting, and security notes
+
diff --git a/skills/network-rule/cli-reference.md b/skills/network-rule/cli-reference.md
new file mode 100644
index 00000000..61b66d61
--- /dev/null
+++ b/skills/network-rule/cli-reference.md
@@ -0,0 +1,298 @@
+## CLI Invocation
+
+This skill provides the `nw` wrapper script for simplified CLI access:
+
+```bash
+<SKILL_DIR>/nw <command> [options]        # main CLI (sfutils-networks)
+<SKILL_DIR>/nw check-setup [options]      # pre-flight infra check
+```
+
+> Equivalent to `uv run --project <SKILL_DIR> sfutils-networks ...` and `uv run --project <SKILL_DIR> check-setup ...` respectively.
+> The CLI reads the Snowflake connection from `manifest.toml [snowflake].connection` and auto-injects `-c <connection>` for every `snow sql` call.
+
+## Tools
+
+### check-setup (bundled in the sfutils-networks package)
+
+**Description:** Pre-flight check for sfutils infrastructure (database + schemas).
+
+**Usage:**
+
+```bash
+<SKILL_DIR>/nw check-setup
+```
+
+**Options:**
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--database` | `-d` | No | from `SNOW_UTILS_DB` env or `{USER}_SNOW_UTILS` | Database name to check/create |
+| `--run-setup` | - | No | false | Run setup SQL if infrastructure missing |
+| `--suggest` | - | No | false | Output suggested defaults as JSON |
+
+### sfutils-networks CLI
+
+**Description:** Creates and manages Snowflake network rules and policies.
+
+**CRITICAL RULES FOR COCO:**
+
+| Rule | Description |
+|------|-------------|
+| **Always confirm** | NEVER execute create, update, or delete without explicit user confirmation |
+| **Show what will happen** | Display SQL preview or summary BEFORE asking for confirmation |
+| **One operation at a time** | Don't chain multiple destructive operations |
+| **Fail fast** | Check prerequisites before running; stop with clear error if not met |
+
+**Pre-Check Rules (Fail Fast):**
+
+| Command | Pre-Check | If Fails |
+|---------|-----------|----------|
+| `rule create` | Rule doesn't exist | Stop: "Rule {name} already exists. Use `update` to modify or `delete` first." |
+| `rule update` | Rule exists | Stop: "Rule {name} not found. Use `create` instead." |
+| `rule delete` | Rule exists | Proceed gracefully (idempotent with IF EXISTS) |
+
+**Command Selection Rules:**
+
+| Scenario | Command | When to Use |
+|----------|---------|-------------|
+| New rule needed | `rule create` | No existing rule, or chose "Remove and recreate" in Step 3.5 |
+| Rule exists, modify IPs | `rule update` | User chose "Update existing" in Step 3.5 |
+| Full cleanup | `rule delete` | User explicitly requests cleanup |
+| List rules | `rule list` | Verify creation or troubleshoot |
+
+**Confirmation Flow:**
+
+1. **create**: Show SQL preview (Step 4) → Ask "Proceed with creation?" → Execute only on "yes"
+2. **update**: Show current vs new IPs → Ask "Update rule with these IPs?" → Execute only on "yes"
+3. **delete**: Show resources to be deleted → Ask "Confirm deletion?" → Execute only on "yes"
+
+**Post-Operation Rules:**
+
+| Command | After Success |
+|---------|---------------|
+| `create` | CLI writes `[rule.<label>]` with `status = "COMPLETE"` to `.sfutils/manifest.toml` |
+| `update` | Update manifest with new IP list via `nw rule update` |
+| `delete` | CLI writes `status = "REMOVED"` + `removed_at` to `.sfutils/manifest.toml` |
+
+**Command Groups:**
+
+- `rule` - Manage network rules (create, update, list, delete)
+- `policy` - Manage network policies (create, alter, list, delete)
+- `integration` - Manage External Access Integrations (create, alter, list, delete)
+
+**🔴 COMMAND NAMES (exact -- do NOT substitute):**
+
+- `rule create` -- NOT "rule setup", "rule make", "rule add"
+- `rule delete` -- NOT "rule remove", "rule destroy", "rule drop"
+- `rule update` -- NOT "rule modify", "rule change", "rule edit"
+- `rule list` -- NOT "rule show", "rule get", "rule describe"
+- `policy create` -- NOT "policy setup", "policy make"
+- `policy delete` -- NOT "policy remove", "policy destroy"
+- `policy assign` -- NOT "policy attach", "policy apply", "policy set"
+
+**🔴 OPTION NAMES (NEVER guess or invent options):**
+
+> ONLY use options listed in the CLI Reference tables below.
+> If a command fails with "No such option", run `sfutils-networks <subcommand> --help` to see actual available options and use ONLY those.
+> NEVER invent, abbreviate, or rename options.
+
+**Global Options (BEFORE subcommand):**
+
+| Option | Short | Default | Description |
+|--------|-------|---------|-------------|
+| `--verbose` | `-v` | false | Enable verbose output |
+| `--debug` | `-d` | false | Enable debug output |
+| `--manifest-path` | `-m` | `.sfutils/manifest.toml` | Path to TOML manifest |
+
+### `rule create`
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--name` | `-n` | `NW_RULE_NAME` | Yes | - | Network rule name |
+| `--db` | - | `NW_RULE_DB` | Yes | - | Database for rule |
+| `--schema` | `-s` | `NW_RULE_SCHEMA` | No | `NETWORKS` | Schema for rule |
+| `--mode` | `-m` | - | No | `INGRESS` | Rule mode (see constraints below) |
+| `--type` | `-t` | - | No | auto | Rule type (see constraints below) |
+| `--values` | - | - | No | - | Comma-separated values (CIDRs, hosts, VPC IDs) |
+| `--allow-local/--no-local` | - | - | No | true | Include auto-detected local IP (IPV4 only) |
+| `--allow-gh` | `-G` | - | No | false | Add `SNOWFLAKE.NETWORK_SECURITY.GITHUBACTIONS_GLOBAL` (Snowflake-managed, always current) to the policy's `ALLOWED_NETWORK_RULE_LIST`. Requires `--policy`. Not available in gov regions. |
+| `--allow-google` | `-g` | - | No | false | Include Google IPs (IPV4 only) |
+| `--preset` | - | - | No | - | Intent vocabulary preset for HOST_PORT rules (repeatable). Resolves to HOST:PORT list. Example: `--preset slack --preset aws`. Only active for `--type host_port`. |
+| `--dry-run` | - | - | No | false | Preview SQL without executing |
+| `--force` | `-f` | - | No | false | Overwrite existing rule (CREATE OR REPLACE) |
+| `--policy` | `-p` | - | No | - | Also create/alter a network policy with this name |
+| `--policy-mode` | - | - | No | `create` | `create` or `alter` the policy |
+| `--output` | `-o` | - | No | `text` | Output format: `text` or `json` |
+| `--yes` | `-y` | - | No | false | Skip interactive confirmation (REQUIRED for Cortex Code automation) |
+
+### `rule update`
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--name` | `-n` | `NW_RULE_NAME` | Yes | - | Network rule name |
+| `--db` | - | `NW_RULE_DB` | Yes | - | Database name |
+| `--schema` | `-s` | `NW_RULE_SCHEMA` | No | `NETWORKS` | Schema name |
+| `--values` | - | - | No | - | Comma-separated values to replace existing |
+| `--allow-local/--no-local` | - | - | No | true | Include auto-detected local IP (IPV4 only) |
+| `--allow-gh` | `-G` | - | No | false | **Not supported — raises an error.** To add `GITHUBACTIONS_GLOBAL` to a policy: `nw policy alter --name <POLICY> --rules <DB.SCHEMA.RULE>` |
+| `--allow-google` | `-g` | - | No | false | Include Google IPs (IPV4 only) |
+| `--dry-run` | - | - | No | false | Preview SQL without executing |
+
+### `rule delete`
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--name` | `-n` | `NW_RULE_NAME` | Yes | - | Network rule name |
+| `--db` | - | `NW_RULE_DB` | Yes | - | Database name |
+| `--schema` | `-s` | `NW_RULE_SCHEMA` | No | `NETWORKS` | Schema name |
+| `--yes` | - | - | No | - | Auto-confirm deletion |
+
+### `rule list`
+
+| Option | Short | Env Var | Required | Default | Description |
+|--------|-------|---------|----------|---------|-------------|
+| `--db` | - | `NW_RULE_DB` | Yes | - | Database name |
+| `--schema` | `-s` | `NW_RULE_SCHEMA` | No | `NETWORKS` | Schema name |
+| `--admin-role` | `-a` | - | No | `accountadmin` | Role for listing |
+
+### `policy create`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--name` | `-n` | Yes | - | Network policy name |
+| `--rules` | `-r` | Yes | - | Comma-separated FQN of allowed network rules |
+| `--dry-run` | - | No | false | Preview SQL without executing |
+| `--force` | `-f` | No | false | Overwrite existing policy (CREATE OR REPLACE) |
+| `--output` | `-o` | No | `text` | Output format: `text` or `json` |
+| `--yes` | `-y` | No | false | Skip interactive confirmation (REQUIRED for Cortex Code automation) |
+
+### `policy alter`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--name` | `-n` | Yes | - | Network policy name |
+| `--rules` | `-r` | Yes | - | Comma-separated FQN of allowed network rules |
+| `--dry-run` | - | No | false | Preview SQL without executing |
+| `--output` | `-o` | No | `text` | Output format: `text` or `json` |
+| `--yes` | `-y` | No | false | Skip interactive confirmation (REQUIRED for Cortex Code automation) |
+
+### `policy delete`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--name` | `-n` | Yes | - | Network policy name |
+| `--user` | `-u` | No | - | Also unset policy from this user first |
+| `--admin-role` | `-a` | No | `accountadmin` | Role for deleting |
+| `--yes` | - | No | - | Auto-confirm deletion |
+
+### `policy list`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--admin-role` | `-a` | No | `accountadmin` | Role for listing |
+
+### `policy assign`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--name` | `-n` | Yes | - | Network policy name |
+| `--user` | `-u` | Yes | - | User to assign policy to |
+| `--admin-role` | `-a` | No | `accountadmin` | Role for assigning |
+
+### `integration create`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--name` | `-n` | Yes | - | Integration name |
+| `--rules` | `-r` | Yes | - | Comma-separated fully qualified EGRESS rule FQNs |
+| `--secrets` | - | No | - | Comma-separated secret FQNs (optional) |
+| `--dry-run` | - | No | false | Preview SQL without executing |
+| `--force` | `-f` | No | false | CREATE OR REPLACE |
+| `--admin-role` | `-a` | No | from manifest | Admin role |
+| `--yes` | `-y` | No | false | Skip confirmation |
+
+### `integration alter`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--name` | `-n` | Yes | - | Integration name |
+| `--add-rules` | - | Yes | - | Comma-separated FQN rule names to add |
+| `--dry-run` | - | No | false | Preview SQL without executing |
+| `--admin-role` | `-a` | No | from manifest | Admin role |
+| `--yes` | `-y` | No | false | Skip confirmation |
+
+### `integration list`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--output` | `-o` | No | `text` | Output format: `text` or `json` |
+| `--admin-role` | `-a` | No | `accountadmin` | Admin role |
+
+### `integration delete`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--name` | `-n` | Yes | - | Integration name |
+| `--admin-role` | `-a` | No | from manifest | Admin role |
+| `--yes` | `-y` | No | false | Skip confirmation |
+
+### `list` (top-level)
+
+Lists all rule entries from `manifest.toml` in a tabular format (no options required).
+
+```bash
+<SKILL_DIR>/nw list
+```
+
+Output columns: `LABEL` / `RULE_NAME` / `MODE` / `TYPE` / `STATUS`
+
+### `validate-manifest`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--fix` | - | No | false | Fill in missing sections with defaults before validating |
+
+```bash
+<SKILL_DIR>/nw validate-manifest
+<SKILL_DIR>/nw validate-manifest --fix
+```
+
+### `setup-connection`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--connection` | `-c` | Yes | - | Snowflake connection name (from `snow connection list`) |
+| `--admin-role` | - | No | `ACCOUNTADMIN` | Admin role to cache in manifest |
+
+```bash
+<SKILL_DIR>/nw setup-connection -c local-oauth
+```
+
+### `migrate`
+
+| Option | Short | Required | Default | Description |
+|--------|-------|----------|---------|-------------|
+| `--env-path` | - | No | `.env` | `.env` file for connection name (supplementary only) |
+| `--manifest-md` | - | No | `.sfutils/sfutils-manifest.md` | Legacy markdown manifest (primary source) |
+| `--dry-run` | - | No | false | Print what would be written without writing |
+
+```bash
+<SKILL_DIR>/nw migrate --dry-run
+<SKILL_DIR>/nw migrate
+```
+
+**⚠️ Mode-Type Constraints:**
+
+| Mode | Valid Types |
+|------|-------------|
+| INGRESS, INTERNAL_STAGE, POSTGRES_INGRESS | IPV4, AWSVPCEID |
+| EGRESS, POSTGRES_EGRESS | HOST_PORT, IPV4 |
+
+> IP source flags (`--allow-local`, `--allow-gh`, `--allow-google`) only work with `--type IPV4`
+
+**⚠️ IPv4-Only Note for GitHub Actions:**
+
+`--allow-gh` fetches IP ranges from `https://api.github.com/meta` at creation time and inlines them into the rule's `VALUE_LIST`. GitHub publishes both IPv4 and IPv6 ranges; only IPv4 is included (Snowflake `TYPE = IPV4` rules do not support IPv6). These CIDRs are a **snapshot** — re-run `rule update --allow-gh` periodically to refresh them as GitHub's runner ranges change.
+
+> **Want auto-updating ranges?** Use the `network-security` skill's hybrid policy approach, which references `SNOWFLAKE.NETWORK_SECURITY.GITHUBACTIONS_GLOBAL` — a Snowflake-managed SaaS rule that is kept current automatically. No role access to `SNOWFLAKE.NETWORK_SECURITY` is required; it is sufficient to add the FQN to the network policy's `ALLOWED_NETWORK_RULE_LIST`.
+
diff --git a/skills/network-rule/egress-flows.md b/skills/network-rule/egress-flows.md
new file mode 100644
index 00000000..c06cd1b4
--- /dev/null
+++ b/skills/network-rule/egress-flows.md
@@ -0,0 +1,198 @@
+# EGRESS Flows
+
+> **Prerequisite:** Complete SKILL.md Steps 0–2 (manifest, connection, infra) before this flow.
+>
+> **Scope:** EGRESS HOST_PORT rules — used when Snowflake services (SPCS, Snowpark, Cortex,
+> OpenFlow, etc.) need to call external endpoints.
+>
+> Two paths (chosen in mode-type-reference.md Step 2c):
+> - **Section 1 — EAI Builder** → Snowflake services calling external APIs (most common)
+> - **Section 2 — Network Policy (EGRESS)** → account/user/role-level outbound restriction
+
+---
+
+## Section 1: EAI Builder
+
+> Implements Infrastructure-as-Intent for external access. The user expresses WHAT
+> their Snowflake service needs to reach. The skill resolves this through the Intent
+> Vocabulary to a structured model, confirms it (blast-radius review), then executes.
+> The manifest records the resolved model as Architectural Memory.
+
+### Step E1 — Capture intent (one question only)
+
+Ask the user:
+
+  "What external services does your Snowflake service need to reach?"
+
+Do NOT ask about HOST:PORT, modes, types, or EAI syntax. Let them answer naturally.
+
+> **Mixed intent:** If the user also described an INGRESS need (local IP, CIDR, VPC,
+> GitHub Actions connecting TO Snowflake), note it and complete this EAI flow first.
+> After Step E5, return to SKILL.md and follow [ingress-flows.md](ingress-flows.md)
+> for the pending INGRESS rule.
+
+---
+
+### Step E2 — Resolve through the Intent Vocabulary
+
+Map the user's description to preset name(s).
+**The AI MUST use named presets — never invent HOST:PORT values directly.**
+This prevents the Hallucination Tax (generating plausible-but-wrong specs).
+
+| User describes | Preset(s) |
+|----------------|-----------|
+| Slack alerts / notifications / webhooks | `slack` |
+| S3 files, AWS storage, Secrets Manager | `aws` |
+| Google Drive files | `google-drive` |
+| Google Sheets / Gmail / Google APIs | `google-apis` |
+| OpenAI / ChatGPT / GPT-* | `openai` |
+| Anthropic / Claude | `anthropic` |
+| HuggingFace models / inference | `huggingface` |
+| GitHub API / git operations | `github` |
+| SharePoint / Microsoft 365 / OneDrive | `sharepoint` |
+| PyPI packages / pip install | `pypi` |
+| Snowflake REST API | `snowflake` |
+| OpenFlow Google Drive connector | `google-drive` |
+| OpenFlow S3 / AWS connector | `aws` |
+| OpenFlow Slack connector | `slack` |
+| OpenFlow GitHub connector | `github` |
+| OpenFlow SharePoint connector | `sharepoint` |
+| OpenFlow Kafka connector | custom → ask: "What is the Kafka broker host:port?" |
+| OpenFlow PostgreSQL CDC | custom → ask: "What is the PostgreSQL host:port?" |
+| Unlisted service | custom → ask: "What is the hostname and port?" |
+
+Multiple services → combine into one rule (multiple `--preset` flags, auto-derives EGRESS/HOST_PORT).
+
+**Naming conventions (consistent with network rule prefix pattern):**
+- Rule name: `{USER}_{SERVICE}_{SCOPE}_EGRESS_RULE`
+  (e.g. `KAMESHS_SLACK_APP_EGRESS_RULE` — use `SNOWFLAKE_USER` from manifest as prefix)
+- EAI name: derived from rule name — replace `_EGRESS_RULE` suffix with `_EAI`
+  (e.g. `KAMESHS_SLACK_APP_EAI`). If no `_EGRESS_RULE` suffix: replace last `_RULE` with `_EAI`
+
+---
+
+### Step E3 — EAI selection gate + blast-radius review
+
+**First ask the user about EAI ownership** — the choice determines `operation` in the manifest:
+
+```
+What do you want to do with the External Access Integration?
+
+● Create a new EAI  [operation: CREATED]
+  A new EAI dedicated to this rule.
+  Cleanup: this EAI will be DROPPED when the rule is deleted.
+
+○ Add rule to an existing EAI  [operation: ALTERED]
+  Append to an EAI already in your account.
+  Cleanup: only this rule is removed from the EAI — the EAI itself is preserved.
+```
+
+**If "Add to existing EAI"**, discover account-level EAIs:
+```bash
+<SKILL_DIR>/nw integration list --output json
+```
+Populate `ask_user_question` with up to 5 names + "Something else".
+
+**Then present the blast-radius review** before any execution:
+
+```
+Based on your intent, I'll create:
+
+  Intent:    "{user's description}"
+  Resolved:  presets=[{list}]{", custom=[...]" if applicable}
+
+  Network rule: {RULE_NAME}  (EGRESS / HOST_PORT)
+    Hosts: {resolved HOST:PORT list}
+
+  EAI: {EAI_NAME}  [CREATED — will be dropped with the rule]
+  — or —
+  EAI: {EXISTING_EAI}  [ALTERED — rule removed on cleanup, EAI preserved]
+    Reference: EXTERNAL_ACCESS_INTEGRATIONS = ('{EAI_NAME}')
+
+This will be recorded in manifest.toml as Architectural Memory.
+
+Proceed? [yes/no]
+```
+
+**⚠️ STOP**: This is the only place infrastructure details surface. Wait for confirmation.
+
+---
+
+### Step E4 — Execute
+
+> **⚠️ `--preset` auto-derives EGRESS/HOST_PORT** — no need for `--mode egress --type host_port`.
+> Never include `--allow-gh` or `--allow-google` alongside `--integration` (IPV4-only flags).
+
+```bash
+# Option A: New rule + new EAI in one command
+<SKILL_DIR>/nw rule create \
+  --name {RULE_NAME} --db {SF_UTILS_DB} \
+  [--preset slack] [--preset aws] \
+  [--values "custom.host:443"] \
+  --integration {EAI_NAME} \
+  --yes
+
+# Option B: New rule, add to existing EAI
+<SKILL_DIR>/nw rule create \
+  --name {RULE_NAME} --db {SF_UTILS_DB} \
+  [--preset slack] [--preset aws] \
+  --integration {EXISTING_EAI} --integration-mode alter \
+  --yes
+
+# Option C: Rule only, attach to EAI separately
+<SKILL_DIR>/nw rule create \
+  --name {RULE_NAME} --db {SF_UTILS_DB} \
+  [--preset slack] [--preset aws] \
+  --yes
+# Then:
+<SKILL_DIR>/nw integration create --name {EAI_NAME} --rules {FQN} --yes
+```
+
+---
+
+### Step E5 — Architectural Memory
+
+After execution, show the user:
+
+```
+✓ Architectural Memory updated: .sfutils/manifest.toml
+
+  rule: {label}  (EGRESS / HOST_PORT)
+  Hosts: {preset-resolved list}
+  EAI:   {EAI_NAME}
+
+  Reference in your function/procedure/SPCS service:
+    EXTERNAL_ACCESS_INTEGRATIONS = ('{EAI_NAME}')
+
+Run 'nw list' to see all rules.
+Run 'nw validate-manifest' to confirm the model is well-formed.
+```
+
+**If mixed intent was noted in Step E1:** Return to [ingress-flows.md](ingress-flows.md) for the pending INGRESS rule.
+
+---
+
+## Section 2: EGRESS + Network Policy
+
+> Use this path when the user wants **account/user/role-level outbound restriction** —
+> not Snowflake-service external API access. A Network Policy with EGRESS rules restricts
+> what hosts a service user can connect to at the account level.
+>
+> This is distinct from EAI (Section 1): EAI grants specific functions/procedures the ability
+> to call external APIs; Network Policy EGRESS restricts outbound at the user/role level.
+
+For EGRESS + Network Policy, follow [ingress-flows.md](ingress-flows.md) Steps 3–6 with these differences:
+
+- Use `--mode egress` and `--type host_port` (or `--type ipv4`) as appropriate
+- **Do NOT use** `--allow-local`, `--allow-gh`, `--allow-google` (IPV4 INGRESS presets)
+- Use `--values "host:port,..."` for HOST_PORT or `--values "CIDR,..."` for IPV4
+- Policy is applied to users/roles; rule restricts their outbound connections
+
+**EAI management reference:**
+
+```bash
+nw integration list [--output json]                  # discover account-level EAIs
+nw integration create --name N --rules FQN [--yes]   # new EAI
+nw integration alter  --name N --add-rules F [--yes] # add rule to existing EAI
+nw integration delete --name N [--yes]               # remove EAI
+```
diff --git a/skills/network-rule/ingress-flows.md b/skills/network-rule/ingress-flows.md
new file mode 100644
index 00000000..c42ffdf1
--- /dev/null
+++ b/skills/network-rule/ingress-flows.md
@@ -0,0 +1,200 @@
+# INGRESS Flows
+
+> **Prerequisite:** Complete SKILL.md Steps 0–2 (manifest, connection, infra) before this flow.
+>
+> **Scope:** INGRESS, POSTGRES_INGRESS, and INTERNAL_STAGE rules — controls who connects
+> TO Snowflake (IP allowlists, VPC endpoints, GitHub Actions, PostgreSQL interface).
+>
+> **Not for EGRESS HOST_PORT.** Those use External Access Integrations → [egress-flows.md](egress-flows.md).
+
+---
+
+### Step 2b: Multi-Rule Selection
+
+**Check if rules already exist in manifest:**
+
+```bash
+<SKILL_DIR>/nw list
+```
+
+**If no rules exist:** Continue to Step 3 (new rule).
+
+**If rules exist**, use `ask_user_question`:
+
+```
+Existing network rules found (see table above).
+What would you like to do?
+- Add a new rule
+- Manage an existing rule (update/remove)
+```
+
+- **Add new rule:** Continue to Step 3.
+- **Manage existing:** Identify rule by label/name → update → Step 4; remove → [Remove Flow](manifest-flows.md).
+
+---
+
+### Step 3: Gather Requirements
+
+Read existing values from manifest for suggestions:
+
+```bash
+cat .sfutils/manifest.toml 2>/dev/null | grep -E "sf_utils_db|user|admin_role"
+```
+
+**Prompt for rule configuration:**
+
+| Value | Semantic Default | Prompt |
+|-------|-----------------|--------|
+| Rule name | `{USER}_LOCAL_ACCESS` | "Rule name:" |
+| Database | `sf_utils_db` from manifest | "Database for network objects [use {sf_utils_db}?]:" |
+| Schema | `NETWORKS` | "Schema [default: NETWORKS]:" |
+
+**Part 1b–2: Rule mode, type, and value configuration.** See [Mode & Type Reference](mode-type-reference.md) for the full mode selection UI, mode-type compatibility matrix, and value input prompts.
+
+**⚠️ STOP**: Wait for user input on ALL values.
+
+---
+
+### Step 3b: Policy Selection
+
+> **Mode guard:**
+> This step applies to **INGRESS**, **POSTGRES_INGRESS**, and **INTERNAL_STAGE** rules, AND to
+> **EGRESS + Network Policy** rules (egress-flows.md Section 2).
+>
+> **Skip this step only when the EAI path was chosen** for an EGRESS HOST_PORT rule — the
+> ownership gate was already answered in Step E3 of [egress-flows.md](egress-flows.md).
+> Each rule independently answers "new or existing": the EAI answer for one rule does NOT
+> carry over to the policy question for another rule.
+
+After gathering INGRESS rule configuration, ask whether the user wants a network policy.
+**Show cleanup semantics for each option** — the user's choice determines `operation` in the manifest:
+
+```
+Do you want to add this rule to a network policy?
+
+● Create new policy  [operation: CREATED]
+  A new dedicated policy for this rule.
+  Cleanup: this policy will be DROPPED when the rule is deleted.
+
+○ Add to existing policy  [operation: ALTERED]
+  Append to a policy that already exists in your account.
+  Cleanup: only this rule is removed from the policy — the policy itself is preserved.
+
+○ No policy (rule only)
+  Create the rule now, attach to a policy later.
+```
+
+**If "Create new policy":**
+- Default name: derive from rule name (e.g. `KAMESHS_APP_INGRESS_RULE` → `KAMESHS_APP_INGRESS_POLICY`)
+- Ask: "Policy name [default: {derived_name}]:" — allow override
+- CLI flags: `--policy <name>` (default `--policy-mode create`)
+
+**If "Add to existing policy":**
+
+Discover all account-level policies:
+
+```bash
+<SKILL_DIR>/nw policy list --output json
+```
+
+Parse JSON array → populate `ask_user_question` options (up to 5 names + "Something else" auto-added).
+
+If 0 results → skip this option, fall back to "Create new policy".
+
+CLI flags: `--policy <existing_policy_name> --policy-mode alter`
+
+**If "No policy":**
+- Omit `--policy` entirely
+- Note: `--allow-gh` (managed GitHub rule) requires a policy — if user selected GitHub SaaS rule, go back to "Create new policy"
+
+> **Multi-rule projects (INGRESS rules only):** If multiple INGRESS rules should share
+> one network policy, use "Add to existing policy" when creating the second rule.
+>
+> ⚠️ **EGRESS HOST_PORT rules use External Access Integrations (EAI), not network policies.**
+> EAI rules and INGRESS rules cannot be combined under one network policy. They are different
+> Snowflake object types for different purposes. See [egress-flows.md](egress-flows.md).
+
+---
+
+### Step 3a: Check for Existing Network Rule
+
+```bash
+<SKILL_DIR>/nw validate-manifest 2>&1 | grep -i <RULE_NAME> || true
+```
+
+Also check Snowflake directly:
+
+```bash
+<SKILL_DIR>/nw rule list --db <NW_RULE_DB>
+```
+
+**If rule already exists**, use `ask_user_question`:
+
+| Option | Action |
+|--------|--------|
+| Update existing | Use `nw rule update` — modifies IPs, keeps policy intact |
+| Remove and recreate | Use `nw rule delete --yes` then `rule create` |
+| Cancel | Stop workflow |
+
+**If no rule exists:** Continue to Step 4.
+
+---
+
+### Step 4: Dry-Run Preview
+
+```bash
+<SKILL_DIR>/nw \
+  rule create --name <NW_RULE_NAME> --db <NW_RULE_DB> \
+  [--allow-local] [--allow-gh] [--allow-google] [--values <CIDRs>] \
+  [--policy <POLICY_NAME>] --dry-run
+```
+
+**🔴 CRITICAL: Run the CLI dry-run, capture its output, and present it IN YOUR RESPONSE.**
+
+> 🔄 **On pause/resume:** Re-run `--dry-run` and paste the complete output again before asking for confirmation.
+
+**⚠️ STOP**: Wait for explicit user approval ("yes", "ok", "proceed") before creating resources.
+
+---
+
+### Step 5: Create Resources
+
+**Execute (ALWAYS include `--yes`):**
+
+```bash
+<SKILL_DIR>/nw \
+  rule create --name <NW_RULE_NAME> --db <NW_RULE_DB> \
+  [--allow-local] [--allow-gh] [--allow-google] [--values <CIDRs>] \
+  [--policy <POLICY_NAME>] --output json --yes
+```
+
+**If GitHub SaaS rule was chosen** (`allow_github = true`):
+
+```bash
+<SKILL_DIR>/nw rule create --name <NW_RULE_NAME> --db <NW_RULE_DB> \
+  --allow-gh --policy <POLICY_NAME> --yes
+```
+
+> `SNOWFLAKE.NETWORK_SECURITY.GITHUBACTIONS_GLOBAL` is stored as `allow_github = true` in the manifest — NOT in `value_list`.
+
+**On success:**
+
+1. CLI writes `[rule.<label>]` with `status = "COMPLETE"` to `manifest.toml`
+2. Confirm:
+
+   ```bash
+   <SKILL_DIR>/nw validate-manifest
+   ```
+
+3. Show created resources summary.
+
+---
+
+### Step 6: Verify
+
+```bash
+<SKILL_DIR>/nw list
+<SKILL_DIR>/nw rule list --db <NW_RULE_DB>
+```
+
+Confirm the rule appears with `status = COMPLETE` in the manifest list and in Snowflake.
diff --git a/skills/network-rule/manifest-flows.md b/skills/network-rule/manifest-flows.md
new file mode 100644
index 00000000..76b9a62c
--- /dev/null
+++ b/skills/network-rule/manifest-flows.md
@@ -0,0 +1,270 @@
+# Manifest Flows
+
+The manifest file is `.sfutils/manifest.toml` — machine-managed by Cortex Code.
+
+---
+
+## TOML Manifest Format
+
+### State lifecycle
+
+```
+Create: CREATE_IN_PROGRESS → COMPLETE
+Remove: DELETE_IN_PROGRESS → REMOVED
+```
+
+Each `[rule.<label>]` tracks its own state. EAIs and Policies are first-class sections
+that group rules — each with an `operation` field that drives cleanup semantics.
+
+### Operation field
+
+| `operation` | Meaning | Cleanup action |
+|-------------|---------|----------------|
+| `CREATED` | This project created the EAI/Policy | `DROP EAI` / `DROP POLICY` on cleanup |
+| `ALTERED` | This project added a rule to an existing EAI/Policy | `ALTER EAI/POLICY REMOVE` the rule only |
+
+### Template — current schema example
+
+```toml
+# Machine-managed by Cortex Code. Do not hand-edit.
+schema_version = "1"
+project_name   = "my-demo"
+created_at     = "2026-05-02T10:00:00Z"
+
+# ── Shared Snowflake connection ───────────────────────────────────────────────
+[snowflake]
+connection   = "local-oauth"
+account      = "ABC12345"
+user         = "KAMESHS"
+account_url  = "https://abc12345.snowflakecomputing.com"
+sf_utils_db  = "KAMESHS_SF_UTILS"
+admin_role   = "ACCOUNTADMIN"
+
+# ── Tool / infra pre-flight cache ────────────────────────────────────────────
+[prereqs]
+tools_verified = "2026-05-02"
+infra_ready    = true
+
+# ── External Access Integration ──────────────────────────────────────────────
+[eai.kameshs-app-eai]
+name       = "KAMESHS_APP_EAI"
+status     = "COMPLETE"
+operation  = "CREATED"           # CREATED → DROP on cleanup
+created_at = "2026-05-02T10:15:00Z"
+updated_at = "2026-05-02T10:20:00Z"
+admin_role = "ACCOUNTADMIN"
+
+[eai.kameshs-app-eai.rules]     # O(1) EAI → Rules index
+kameshs-slack-egress  = "KAMESHS_SF_UTILS.NETWORKS.KAMESHS_SLACK_APP_EGRESS_RULE"
+kameshs-openai-egress = "KAMESHS_SF_UTILS.NETWORKS.KAMESHS_OPENAI_EGRESS_RULE"
+
+# ── Network Policy ────────────────────────────────────────────────────────────
+[policy.kameshs-app-ingress-policy]
+name       = "KAMESHS_APP_INGRESS_POLICY"
+status     = "COMPLETE"
+operation  = "ALTERED"           # ALTERED → remove rule only on cleanup (don't DROP policy)
+created_at = "2026-05-02T10:10:00Z"
+updated_at = "2026-05-02T10:10:00Z"
+admin_role = "ACCOUNTADMIN"
+
+[policy.kameshs-app-ingress-policy.rules]
+kameshs-local-ingress = "KAMESHS_SF_UTILS.NETWORKS.KAMESHS_APP_INGRESS_RULE"
+
+# ── Rule: Slack EGRESS (CREATE_IN_PROGRESS written before first SQL) ──────────
+[rule.kameshs-slack-egress]
+status     = "COMPLETE"
+rule_name  = "KAMESHS_SLACK_APP_EGRESS_RULE"
+rule_mode  = "EGRESS"
+rule_type  = "HOST_PORT"
+value_list = ["*.slack.com:443"]
+eai        = "kameshs-app-eai"   # ← O(1) back-reference to parent EAI
+sf_utils_db = "KAMESHS_SF_UTILS"
+admin_role = "ACCOUNTADMIN"
+created_at = "2026-05-02T10:15:00Z"
+updated_at = "2026-05-02T10:15:00Z"
+
+[rule.kameshs-slack-egress.cleanup]
+rule_name = "KAMESHS_SLACK_APP_EGRESS_RULE"
+db        = "KAMESHS_SF_UTILS"
+# EAI cleanup driven by [eai.kameshs-app-eai].operation
+
+# ── Rule: Local IP INGRESS ────────────────────────────────────────────────────
+[rule.kameshs-local-ingress]
+status     = "COMPLETE"
+rule_name  = "KAMESHS_APP_INGRESS_RULE"
+rule_mode  = "INGRESS"
+rule_type  = "IPV4"
+value_list = ["203.0.113.1/32", "198.51.100.0/24"]
+policy     = "kameshs-app-ingress-policy"   # ← O(1) back-reference to parent policy
+allow_github = false
+allow_google = false
+sf_utils_db  = "KAMESHS_SF_UTILS"
+admin_role   = "ACCOUNTADMIN"
+created_at   = "2026-05-02T10:10:00Z"
+updated_at   = "2026-05-02T10:10:00Z"
+
+[rule.kameshs-local-ingress.cleanup]
+rule_name = "KAMESHS_APP_INGRESS_RULE"
+db        = "KAMESHS_SF_UTILS"
+# Policy cleanup driven by [policy.kameshs-app-ingress-policy].operation
+# ALTERED → ALTER NETWORK POLICY REMOVE ALLOWED_NETWORK_RULE_LIST = (this rule)
+
+# ── Standalone rule (no EAI or Policy) ───────────────────────────────────────
+[rule.kameshs-internal-stage-rule]
+status     = "COMPLETE"
+rule_name  = "KAMESHS_INTERNAL_STAGE_RULE"
+rule_mode  = "INTERNAL_STAGE"
+rule_type  = "IPV4"
+value_list = ["203.0.113.0/24"]
+# no eai or policy field — standalone rule
+sf_utils_db = "KAMESHS_SF_UTILS"
+admin_role  = "ACCOUNTADMIN"
+created_at  = "2026-05-02T10:05:00Z"
+updated_at  = "2026-05-02T10:05:00Z"
+
+[rule.kameshs-internal-stage-rule.cleanup]
+rule_name = "KAMESHS_INTERNAL_STAGE_RULE"
+db        = "KAMESHS_SF_UTILS"
+```
+
+### Progressive Write Flow
+
+1. **Before first SQL** (after user approves): CLI writes rule `status = "CREATE_IN_PROGRESS"` with minimal fields.
+2. **After EAI/Policy created**: CLI writes `[eai.<label>]` or `[policy.<label>]` with `operation = "CREATED"` or `"ALTERED"`.
+3. **After rule confirmed**: CLI overwrites rule with full fields + `status = "COMPLETE"` + `eai`/`policy` back-reference.
+
+### Automatic legacy promotion
+
+When `ensure_manifest_defaults()` runs (on every `nw` invocation), any legacy
+`integration_name` or `policy_name` fields in `[rule.*.cleanup]` are silently
+promoted to top-level `[eai.*]` / `[policy.*]` sections. No manual migration step required.
+`schema_version` stays `"1"` — the EAI/Policy sections are purely additive.
+
+
+## Network Manifest Gate
+
+**Run before any Remove, Replay, or Manage-Existing operation:**
+
+```bash
+<SKILL_DIR>/nw validate-manifest
+```
+
+If issues found:
+```bash
+<SKILL_DIR>/nw validate-manifest --fix
+```
+
+**STOP** if issues remain after `--fix`.
+
+---
+
+## Remove Flow (Manifest-Driven Cleanup)
+
+> **🚨 CRITICAL: Cleanup MUST be driven by the manifest.**
+>
+> The manifest `[rule.<label>.cleanup]` section contains the exact resource names. NEVER construct cleanup SQL manually.
+>
+> **⚠️ DEPENDENCY ORDER:** Network policies reference network rules. ALWAYS drop the network policy FIRST, then the network rule. The CLI `rule delete` handles this automatically.
+
+**On `remove` / `cleanup` / `delete` request:**
+
+1. **Run Network Manifest Gate** (see above)
+
+2. **Check manifest exists:**
+
+   ```bash
+   cat .sfutils/manifest.toml 2>/dev/null || echo "NOT_FOUND"
+   ```
+
+3. **If manifest NOT_FOUND:**
+   - Inform user: "No manifest found. Cannot determine resources to clean up."
+   - Ask: "Do you want to specify cleanup parameters manually?"
+   - If yes, ask for rule name and database
+
+4. **If manifest EXISTS:**
+   - Run `<SKILL_DIR>/nw list` to show all rules
+   - Identify rules with `status = COMPLETE` — only these are eligible for removal. Skip REMOVED rules silently.
+   - Use `ask_user_question` with **`multiSelect: true`** so the user can select one or all COMPLETE rules in a single step.
+   - If the user selects **fewer than all** COMPLETE rules, surface what will NOT be removed:
+     ```
+     The following rules will NOT be removed: {unselected list}
+     Proceed with partial cleanup? [yes/no]
+     ```
+   - Read `[rule.<label>.cleanup]` for the exact resource names of each selected rule.
+
+5. **Before executing, show user** (one blast-radius block per selected rule):
+
+   ```
+   🗑️  Cleanup from manifest:
+
+   Will remove resources:
+     Network Rule:   {rule_name}
+     Network Policy: {policy_name}  (or EAI: {eai_name})
+     Database:       {db}
+
+   The CLI will:
+     1. Write status = "DELETE_IN_PROGRESS" to manifest
+     2. Drop network policy / remove rule from ALTERED policy
+     3. Drop network rule
+     4. Write status = "REMOVED" + removed_at to manifest
+
+   Proceed? [yes/no]
+   ```
+
+6. **On confirmation:**
+
+   ```bash
+   <SKILL_DIR>/nw rule delete \
+     --name {rule_name} --db {db} --yes
+   ```
+
+   Repeat steps 5–6 for each additional selected rule in sequence.
+
+7. **The CLI automatically:**
+   - Writes `status = "DELETE_IN_PROGRESS"` before any DROP
+   - Drops policy (from `[cleanup].policy_name`), then rule
+   - Writes `status = "REMOVED"` with `removed_at` after success
+
+8. **Post-removal check (loop gate):**
+
+   After all selected rules are removed, run:
+
+   ```bash
+   <SKILL_DIR>/nw list
+   ```
+
+   - **If COMPLETE rules remain** (rules the user did not select): inform the user:
+     ```
+     Remaining active rules: {list}
+     Would you like to remove any of these?
+     ```
+     If yes → return to Step 4.
+   - **If no COMPLETE rules remain**: report `"All rules cleaned up."` and stop.
+
+> **Why manifest-driven?** The manifest captures exact resource names. Using CLI ensures proper dependency order, syntax, and error handling.
+
+---
+
+## Export for Sharing Flow
+
+**Trigger phrases:** "export manifest for sharing"
+
+**Purpose:** Create a portable copy of the manifest for another developer.
+
+1. Verify all rules have `status = "COMPLETE"`
+2. Read `project_name` from manifest
+3. Ask user for export location (default: project root)
+4. Create `{project_name}-manifest.toml.example` with:
+   - All statuses set to `REMOVED`
+   - Connection and account fields cleared
+   - `infra_ready = false`
+   - `# ADAPT:` markers on user-prefixed values
+
+---
+
+## Legacy Markdown Manifest (deprecated)
+
+> ⚠️ **DEPRECATED** — projects created before May 2026 used `.sfutils/sfutils-manifest.md`.
+> Run `<SKILL_DIR>/nw migrate` to convert to the TOML format.
+
+The old markdown format used `<!-- START -- sfutils-networks:{NW_RULE_NAME} -->` / `<!-- END -->` markers with a resources table and cleanup instructions. The `nw migrate` command reads this file as the primary source and produces a valid `manifest.toml`.
diff --git a/skills/network-rule/mode-type-reference.md b/skills/network-rule/mode-type-reference.md
new file mode 100644
index 00000000..20dd5ba5
--- /dev/null
+++ b/skills/network-rule/mode-type-reference.md
@@ -0,0 +1,192 @@
+**Part 1b - Rule Mode Selection:**
+
+> **Note:** ask_user_question supports max 4 options. POSTGRES modes are grouped.
+
+Use `ask_user_question` with options (INGRESS pre-selected as default):
+
+```
+Network rule mode:
+
+○ INGRESS (default)
+  Control who can connect TO Snowflake
+
+○ EGRESS
+  Control what Snowflake can connect TO (external access)
+
+○ INTERNAL_STAGE
+  Internal stage access rules
+
+○ POSTGRES
+  PostgreSQL interface (Iceberg, external tables)
+```
+
+**If user selects POSTGRES:** Follow-up with direction question:
+
+```
+PostgreSQL interface direction:
+
+○ POSTGRES_INGRESS (default)
+  Incoming connections to PostgreSQL interface
+
+○ POSTGRES_EGRESS
+  Outbound connections from PostgreSQL interface
+```
+
+**Cortex Code Conversion:** Selected mode → `--mode <value>`
+
+**Part 1c - Rule Type Selection (mode-dependent):**
+
+> **⚠️ CRITICAL:** Mode and Type have constraints. Use wrong combination = Snowflake error!
+
+**Mode-Type Compatibility Matrix:**
+
+| Mode | Valid Types | Default | Notes |
+|------|-------------|---------|-------|
+| INGRESS | IPV4, AWSVPCEID | IPV4 | IP allowlisting |
+| INTERNAL_STAGE | IPV4, AWSVPCEID | IPV4 | Stage access |
+| EGRESS | HOST_PORT, IPV4 | HOST_PORT | Use HOST_PORT for hostname:port targets |
+| POSTGRES_INGRESS | IPV4, AWSVPCEID | IPV4 | PostgreSQL incoming |
+| POSTGRES_EGRESS | HOST_PORT, IPV4 | HOST_PORT | Use HOST_PORT for hostname:port targets |
+
+**If mode is INGRESS, INTERNAL_STAGE, or POSTGRES_INGRESS:**
+
+Use `ask_user_question` with IPV4 pre-selected:
+
+```
+Rule type:
+
+○ IPV4 (default)
+  IP addresses/CIDR ranges (e.g., 192.168.1.0/24)
+
+○ AWSVPCEID
+  AWS VPC Endpoint IDs
+```
+
+**If mode is EGRESS or POSTGRES_EGRESS:**
+
+Use `ask_user_question` with HOST_PORT pre-selected:
+
+```
+Rule type:
+
+○ HOST_PORT (recommended)
+  Hostname:port targets (e.g., api.github.com:443)
+
+○ IPV4
+  Specific external IP addresses to connect to
+```
+
+**Cortex Code Conversion:** Selected type → `--type <value>`
+
+**Part 2 - Value Input (type-dependent):**
+
+> **⚠️ IMPORTANT:** IP source presets (--allow-local, --allow-gh, --allow-google) only work with IPV4 type!
+
+**If type is IPV4:** Show IP Sources Selection (multi-select)
+
+Use `ask_user_question` with `multiSelect: true`:
+
+```
+Which IP sources should be allowed access?
+(Select all that apply)
+
+☐ My current IP
+  Auto-detected local IP for development
+
+☐ GitHub Actions
+  Allow CI/CD workflows from GitHub (IPv4 only)
+
+☐ Google Cloud
+  Allow Cloud Run, GKE, Compute Engine
+
+☐ Custom CIDRs
+  I'll specify IP ranges
+```
+
+**If "GitHub Actions" is selected**, ask a follow-up with `ask_user_question`:
+
+```
+How should GitHub Actions be allowed?
+
+● Snowflake-managed SaaS rule (recommended)
+  References SNOWFLAKE.NETWORK_SECURITY.GITHUBACTIONS_GLOBAL — always current,
+  no manual refresh needed. Requires --policy. Not available in gov regions.
+
+○ IP snapshot (gov regions / no policy)
+  Fetches current CIDRs from api.github.com/meta (~4,700 ranges). Must be
+  refreshed manually as GitHub's IP ranges change. No policy required.
+```
+
+- **If SaaS rule chosen:** Use `--allow-gh` **and** ensure `--policy <POLICY_NAME>` is set (prompt if not already provided). The CLI will add `GITHUBACTIONS_GLOBAL` to the policy's `ALLOWED_NETWORK_RULE_LIST` automatically.
+- **If IP snapshot chosen (gov / no policy):** Fetch snapshot via `get_github_actions_ips()` — pass `--values <cidrs>` manually after fetching, or note to user that `--allow-gh` will error without `--policy`.
+
+**Cortex Code Conversion Table (IPV4 only):**
+
+| User Selection | CLI Flag |
+|----------------|----------|
+| My current IP | `--allow-local` |
+| GitHub Actions (SaaS rule) | `--allow-gh --policy <POLICY_NAME>` |
+| GitHub Actions (IP snapshot) | `--values "<snapshot-cidrs>"` (fetch manually) |
+| Google Cloud | `--allow-google` |
+| Custom CIDRs | → Follow-up prompt → `--values "..."` |
+
+**If "Custom CIDRs" selected, prompt:**
+
+```
+Enter custom CIDRs (comma-separated):
+Example: 10.0.0.0/8, 192.168.1.0/24
+```
+
+**If type is HOST_PORT — Step 2a: Select known service presets (multi-select)**
+
+Use `ask_user_question` with `multiSelect: true`:
+
+```
+Which services should this rule allow access to?
+(Select all that apply — hosts resolved automatically from Intent Vocabulary)
+
+☐ Slack           *.slack.com:443
+☐ GitHub          *.github.com:443
+☐ Google APIs     googleapis.com endpoints, accounts.google.com
+☐ Google Drive    drive.google.com + googleapis.com OAuth
+☐ AWS             *.amazonaws.com, *.amazon.com
+☐ Snowflake API   *.snowflakecomputing.com
+☐ OpenAI          api.openai.com:443
+☐ Anthropic       api.anthropic.com:443
+☐ HuggingFace     huggingface.co, api-inference.huggingface.co
+☐ PyPI            pypi.org, files.pythonhosted.org
+☐ SharePoint      *.sharepoint.com, graph.microsoft.com
+☐ Custom hosts    I'll specify host:port manually
+```
+
+**Cortex Code Conversion for selected presets:**
+```bash
+--preset slack --preset github --preset aws  # etc., one --preset per selection
+```
+
+**If "Custom hosts" also selected:** continue to Step 2b (manual host:port entry), append to `--values`.
+
+**If only presets selected:** skip Step 2b, proceed to Step 2c.
+
+**Step 2c: EAI vs Network Policy** — See [EGRESS Flows → Step E3](egress-flows.md) for the ownership gate (`CREATED` vs `ALTERED`) and blast-radius review.
+
+**If type is HOST_PORT:** Prompt for hostnames directly
+
+```
+Enter hostname:port targets (comma-separated):
+Example: api.github.com:443, storage.googleapis.com:443
+```
+
+**Cortex Code Conversion:** → `--values "<comma-separated-hosts>"`
+
+**If type is AWSVPCEID:** Prompt for VPC endpoint IDs
+
+```
+Enter AWS VPC Endpoint IDs (comma-separated):
+Example: vpce-1234567890abcdef0
+```
+
+**Cortex Code Conversion:** → `--values "<comma-separated-vpce-ids>"`
+
+**⚠️ STOP**: Wait for user input on ALL values.
+
diff --git a/skills/network-rule/nw b/skills/network-rule/nw
new file mode 100755
index 00000000..bc4f02f5
--- /dev/null
+++ b/skills/network-rule/nw
@@ -0,0 +1,35 @@
+#!/bin/bash
+# Copyright 2026 Snowflake Inc.
+# SPDX-License-Identifier: Apache-2.0
+#
+# nw - sfutils-networks CLI wrapper
+#
+# Resolves the skill's --project path automatically so you don't have to
+# type the full `uv run --project /long/path/...` every time.
+# Connection is read automatically from .sfutils/manifest.toml — no .env sourcing needed.
+#
+# Usage (from your project directory):
+#   nw rule create --name MY_RULE --db MY_DB
+#   nw rule list --db MY_DB
+#   nw rule update --name MY_RULE --db MY_DB --allow-gh
+#   nw rule delete --name MY_RULE --db MY_DB
+#   nw policy create --name MY_POLICY --rules DB.SCHEMA.MY_RULE
+#   nw check-setup --suggest
+#   nw --help
+#
+# Install globally (symlink-safe — realpath follows the link back to this file):
+#   ln -sf "$(pwd)/nw" ~/.local/bin/nw
+
+# Resolve the real path of this script (follows symlinks)
+SCRIPT_PATH="$(realpath "${BASH_SOURCE[0]}")"
+SKILL_DIR="$(dirname "$SCRIPT_PATH")"
+
+# Suppress uv VIRTUAL_ENV mismatch warnings
+unset VIRTUAL_ENV
+
+if [ "$1" = "check-setup" ]; then
+  shift
+  exec uv run --project "$SKILL_DIR" check-setup "$@"
+fi
+
+exec uv run --project "$SKILL_DIR" sfutils-networks "$@"
diff --git a/skills/network-rule/prereqs.md b/skills/network-rule/prereqs.md
new file mode 100644
index 00000000..135c4305
--- /dev/null
+++ b/skills/network-rule/prereqs.md
@@ -0,0 +1,65 @@
+# Prerequisites
+
+> **Migration detection:** If `.sfutils/sfutils-manifest.md` exists but `.sfutils/manifest.toml` does not, run `nw migrate` before any other operation. See Step 0 in SKILL.md.
+
+## Init: Create manifest.toml skeleton
+
+Run once per project before any other operation (or let `nw setup-connection` create it automatically):
+
+```bash
+mkdir -p .sfutils && chmod 700 .sfutils
+<SKILL_DIR>/nw validate-manifest --fix
+chmod 600 .sfutils/manifest.toml
+```
+
+This creates a skeleton `manifest.toml`:
+
+```toml
+# Machine-managed by Cortex Code. Do not hand-edit.
+schema_version = "1"
+project_name   = "<derived from cwd>"
+created_at     = "<now>"
+
+# ── Shared Snowflake connection (captured once, reused by all rules) ──────────
+[snowflake]
+connection   = ""
+account      = ""
+user         = ""
+account_url  = ""
+sf_utils_db  = ""
+admin_role   = "ACCOUNTADMIN"
+
+# ── Tool / infra pre-flight cache ─────────────────────────────────────────────
+[prereqs]
+tools_verified = "<today>"
+infra_ready    = false
+```
+
+Then set the connection:
+
+```bash
+<SKILL_DIR>/nw setup-connection -c <your_connection>
+```
+
+## Required tools
+
+| Tool | Min Version | Install |
+|------|-------------|---------|
+| `uv` | any | `curl -LsSf https://astral.sh/uv/install.sh \| sh` |
+| `snow` (Snowflake CLI) | ≥ 3.16.0 | `pip install 'snowflake-cli>=3.16.0'` |
+
+Verify with:
+
+```bash
+<SKILL_DIR>/nw check-setup --suggest
+```
+
+## Snowflake privileges required
+
+| Privilege | Scope | Default Role |
+|-----------|-------|--------------|
+| `CREATE NETWORK RULE` | Schema (`SF_UTILS_DB.NETWORKS`) | ACCOUNTADMIN |
+| `CREATE NETWORK POLICY` | Account | ACCOUNTADMIN / SECURITYADMIN |
+| `USAGE` | Database (`SF_UTILS_DB`) | DB owner / ACCOUNTADMIN |
+
+> Only ACCOUNTADMIN has all privileges by default. SECURITYADMIN lacks database USAGE.
diff --git a/skills/network-rule/pyproject.toml b/skills/network-rule/pyproject.toml
new file mode 100644
index 00000000..03075d9d
--- /dev/null
+++ b/skills/network-rule/pyproject.toml
@@ -0,0 +1,11 @@
+[project]
+name = "snowflake-networks"
+version = "0.2.2"
+description = "Cortex Code skill for creating Snowflake network rules and policies"
+requires-python = ">=3.12"
+dependencies = [
+    "sfutils-networks",
+]
+
+[tool.uv.sources]
+sfutils-networks = { git = "https://github.com/Snowflake-Labs/sfutils-networks", tag = "v0.2.2" }
diff --git a/skills/network-rule/replay-flows.md b/skills/network-rule/replay-flows.md
new file mode 100644
index 00000000..89a9388a
--- /dev/null
+++ b/skills/network-rule/replay-flows.md
@@ -0,0 +1,232 @@
+# Replay Flows
+
+> **📍 Manifest Location:** `.sfutils/manifest.toml` (TOML format — source of truth for all rule state)
+>
+> **🔗 Connection:** Read automatically from `manifest.toml [snowflake].connection`. No `.env` sourcing needed.
+
+---
+
+## Replay Single Skill Flow
+
+**Trigger phrases:** "replay network rules", "recreate rule from manifest", "replay manifest", "setup again from manifest"
+
+> **Purpose:** Recreate network rule resources from an existing `manifest.toml`.
+
+### Steps
+
+1. **Detect manifest state:**
+
+   ```bash
+   # Check for TOML manifest (current format)
+   ls .sfutils/manifest.toml 2>/dev/null && echo "TOML_FOUND" || echo "NO_TOML"
+
+   # Check for legacy markdown manifest
+   ls .sfutils/sfutils-manifest.md 2>/dev/null && echo "LEGACY_FOUND" || echo "NO_LEGACY"
+
+   # Check for shared manifests
+   ls *-manifest.toml 2>/dev/null || true
+   ```
+
+   **Decision tree:**
+
+   | State | Action |
+   |-------|--------|
+   | TOML manifest found | Run Network Manifest Gate → proceed to step 2 |
+   | Legacy markdown found, no TOML | Run `nw migrate` first, then proceed |
+   | Shared `.toml` file downloaded | `mkdir -p .sfutils && cp <shared>.toml .sfutils/manifest.toml` → run `nw setup-connection` → proceed |
+   | Nothing found | "No manifest found. Run 'nw setup-connection' to start a new project." |
+
+   **If BOTH TOML and a shared file exist, ask user:**
+
+   ```
+   ⚠️ Found two manifests:
+     1. Working manifest: .sfutils/manifest.toml
+     2. Shared manifest: <shared_file>
+
+   Which should we use for replay?
+     A. Resume working manifest
+     B. Start fresh from shared manifest (will replace working manifest)
+     C. Cancel
+   ```
+
+   **⚠️ STOP**: Wait for user choice.
+
+2. **Run Network Manifest Gate:**
+
+   ```bash
+   <SKILL_DIR>/nw validate-manifest
+   ```
+
+   If fails → `nw validate-manifest --fix`. If still failing → stop and show errors.
+
+3. **Check connection:**
+
+   ```bash
+   cat .sfutils/manifest.toml | grep "^connection"
+   ```
+
+   **If connection is empty:** Ask user to select from `snow connection list`, then:
+
+   ```bash
+   <SKILL_DIR>/nw setup-connection -c <chosen_connection>
+   ```
+
+   **If connection is set:** proceed.
+
+4. **Read rules from manifest:**
+
+   ```bash
+   <SKILL_DIR>/nw list
+   ```
+
+   Shows all rules with label / rule_name / mode / type / status.
+
+   - If no rules found: "No rule entries in manifest.toml. Nothing to replay."
+   - If rules found: continue to step 5.
+
+5. **For each rule with `status = "REMOVED"` or `"CREATE_IN_PROGRESS"`:**
+
+   Read values from the manifest entry:
+
+   ```bash
+   cat .sfutils/manifest.toml
+   ```
+
+   Extract: `rule_name`, `rule_mode`, `rule_type`, `value_list`, `policy_name`, `sf_utils_db`, `admin_role`, `allow_github`, `allow_google`.
+
+   **Collision check — if `status = "COMPLETE"`:**
+
+   ```
+   ⚠️ Network rule resources already exist:
+
+     Resource          Status
+     ────────────────────────────────
+     Rule:   {RULE_NAME}    COMPLETE
+     Policy: {POLICY_NAME}  COMPLETE
+
+   Choose a strategy:
+   1. Use existing → skip creation, continue
+   2. Replace → run 'delete' then recreate (DESTRUCTIVE)
+   3. Rename → prompt for new rule name, create alongside existing
+   4. Cancel → stop replay
+   ```
+
+   **⚠️ STOP**: Wait for user choice.
+
+   | Choice | Action |
+   |--------|--------|
+   | **Use existing** | Skip rule creation. Run `nw validate-manifest` to confirm. |
+   | **Replace** | Confirm "Are you sure?". Run `nw rule delete --name {RULE_NAME} --db {DB} --yes`, then proceed to step 6. |
+   | **Rename** | Ask for new rule name. Use new name in step 6. |
+   | **Cancel** | Stop replay. |
+
+6. **Run dry-run to show full SQL preview:**
+
+   Build the create command from manifest values:
+
+   ```bash
+   <SKILL_DIR>/nw rule create \
+     --name <RULE_NAME> --db <SF_UTILS_DB> \
+     [--allow-local] [--allow-gh] [--allow-google] \
+     [--values "<value_list_csv>"] \
+     [--mode <rule_mode>] [--type <rule_type>] \
+     [--policy <POLICY_NAME>] --dry-run
+   ```
+
+   **🔴 CRITICAL:** Paste the ENTIRE dry-run output into your response.
+
+   Then ask:
+   ```
+   Proceed with rule recreation? [yes/no]
+   ```
+
+   **⚠️ STOP**: Wait for user confirmation.
+
+7. **On "yes":** Run actual command with `--yes`:
+
+   ```bash
+   <SKILL_DIR>/nw rule create \
+     --name <RULE_NAME> --db <SF_UTILS_DB> \
+     [--allow-local] [--allow-gh] [--allow-google] \
+     [--values "<value_list_csv>"] \
+     [--mode <rule_mode>] [--type <rule_type>] \
+     [--policy <POLICY_NAME>] --yes
+   ```
+
+   The CLI automatically updates `manifest.toml` with `status = "COMPLETE"` and resource details.
+
+8. **Confirm manifest is well-formed:**
+
+   ```bash
+   <SKILL_DIR>/nw validate-manifest
+   <SKILL_DIR>/nw list
+   ```
+
+---
+
+## Replay All Flow (Multiple Rules)
+
+**Trigger phrases:** "replay all rules", "recreate all network rules from manifest"
+
+> **Purpose:** Replay ALL rules from `manifest.toml` in `created_at` order.
+
+1. **Read manifest:**
+
+   ```bash
+   <SKILL_DIR>/nw list
+   ```
+
+2. **Find ALL rules** in `manifest.toml [rule.*]` sections. Sort by `created_at` ascending.
+
+   Display replay plan:
+
+   ```
+   Found 2 rule(s) in manifest.toml:
+
+   | # | LABEL | RULE_NAME | MODE | TYPE | STATUS |
+   |---|-------|-----------|------|------|--------|
+   | 1 | my-ingress | MY_INGRESS_RULE | INGRESS | IPV4 | REMOVED |
+   | 2 | my-egress | MY_EGRESS_RULE | EGRESS | HOST_PORT | REMOVED |
+   ```
+
+3. **Check statuses:**
+   - If ANY rule has `status = "COMPLETE"`: Warn user which rules already exist
+   - Only proceed if all target rules have `status = "REMOVED"` or `"CREATE_IN_PROGRESS"`
+
+4. **Single confirmation:**
+
+   ```
+   ℹ️  Replay All will recreate rules in created_at order:
+
+     1. my-ingress → MY_INGRESS_RULE (INGRESS/IPV4)
+     2. my-egress  → MY_EGRESS_RULE (EGRESS/HOST_PORT)
+
+   Proceed with sequential creation? [yes/no]
+   ```
+
+5. **On "yes":** Execute each rule's replay in order (steps 6-8 above for each).
+
+   - If ANY rule fails: STOP immediately, report which failed
+   - Do NOT continue to next rule on failure
+
+6. **On completion:**
+
+   ```
+   ✅ Replay All Complete!
+
+     ✓ my-ingress: COMPLETE
+     ✓ my-egress:  COMPLETE
+
+   All rules recreated successfully.
+   ```
+
+**On failure:**
+
+```
+❌ Replay All Failed at: my-egress
+
+  ✓ my-ingress: COMPLETE
+  ✗ my-egress:  FAILED - <error message>
+
+Fix the issue, then run "replay all" again to continue.
+```
diff --git a/skills/network-rule/supplemental.md b/skills/network-rule/supplemental.md
new file mode 100644
index 00000000..b9afe5f6
--- /dev/null
+++ b/skills/network-rule/supplemental.md
@@ -0,0 +1,89 @@
+## Intent Vocabulary (Preset Reference)
+
+Map user descriptions to named presets. **Never invent HOST:PORT values** — use only these.
+
+| User describes | Preset | Resolved hosts |
+|----------------|--------|----------------|
+| Slack alerts / webhooks | `slack` | `*.slack.com:443` |
+| S3, AWS storage, Secrets Manager | `aws` | `*.amazonaws.com:443`, `*.amazon.com:443` |
+| Google Drive files | `google-drive` | `drive.google.com:443`, googleapis.com, accounts.google.com |
+| Google Sheets / Gmail / Google APIs | `google-apis` | googleapis.com, accounts.google.com |
+| OpenAI / ChatGPT / GPT-* | `openai` | `api.openai.com:443` |
+| Anthropic / Claude | `anthropic` | `api.anthropic.com:443` |
+| HuggingFace models / inference | `huggingface` | `huggingface.co:443`, `api-inference.huggingface.co:443` |
+| GitHub API / git operations | `github` | `*.github.com:443` |
+| SharePoint / Microsoft 365 / OneDrive | `sharepoint` | `*.sharepoint.com:443`, `graph.microsoft.com:443` |
+| PyPI packages / pip install | `pypi` | `pypi.org:443`, `files.pythonhosted.org:443` |
+| Snowflake REST API | `snowflake` | `*.snowflakecomputing.com:443` |
+| OpenFlow Google Drive connector | `google-drive` | (see above) |
+| OpenFlow S3/AWS connector | `aws` | (see above) |
+| OpenFlow Kafka broker | custom | ask: "What is the Kafka broker host:port?" |
+| OpenFlow PostgreSQL CDC | custom | ask: "What is the PostgreSQL host:port?" |
+| Unlisted service | custom | ask: "What is the hostname and port?" |
+
+CLI: `--preset slack --preset openai` (repeatable; auto-derives EGRESS/HOST_PORT)
+
+> **Source of truth:** `_presets.py::PRESET_REGISTRY` — grounded in real production EAI data.
+
+---
+
+## Stopping Points
+
+1. ✋ **Network Manifest Gate**: Before replay/remove/manage-existing — run `nw validate-manifest`; if fails run `nw validate-manifest --fix`. Stop if issues remain.
+2. ✋ Step 1: If connection checks fail
+3. ✋ Step 2: If infra check needed (prompts user)
+4. ✋ Step 3: After gathering requirements
+5. ✋ Step 4: After dry-run preview (get approval)
+
+## Output
+
+- Network rule (IPV4, HOST_PORT, or AWSVPCEID)
+- Network policy (optional, linked to rule)
+- Updated `.sfutils/manifest.toml` with rule entry
+
+## Security Notes
+
+- Add `.sfutils/` to `.gitignore` (contains manifest.toml with account metadata)
+- Network rules control IP-based access to Snowflake
+- INGRESS rules restrict incoming connections
+- Use specific CIDRs, not 0.0.0.0/0
+- Review IP sources periodically - GitHub/Google ranges change over time
+- Use `--allow-local` for development, restrict to known CIDRs for production
+
+## SQL Reference (Snowflake Documentation)
+
+> These links help Cortex Code infer correct SQL syntax when previewing or troubleshooting.
+
+| Statement | Documentation |
+|-----------|---------------|
+| `CREATE NETWORK RULE` | https://docs.snowflake.com/en/sql-reference/sql/create-network-rule |
+| `ALTER NETWORK RULE` | https://docs.snowflake.com/en/sql-reference/sql/alter-network-rule |
+| `DROP NETWORK RULE` | https://docs.snowflake.com/en/sql-reference/sql/drop-network-rule |
+| `SHOW NETWORK RULES` | https://docs.snowflake.com/en/sql-reference/sql/show-network-rules |
+| `CREATE NETWORK POLICY` | https://docs.snowflake.com/en/sql-reference/sql/create-network-policy |
+| `ALTER NETWORK POLICY` | https://docs.snowflake.com/en/sql-reference/sql/alter-network-policy |
+| `DROP NETWORK POLICY` | https://docs.snowflake.com/en/sql-reference/sql/drop-network-policy |
+| `SHOW NETWORK POLICIES` | https://docs.snowflake.com/en/sql-reference/sql/show-network-policies |
+| `ALTER USER ... SET NETWORK POLICY` | https://docs.snowflake.com/en/sql-reference/sql/alter-user |
+| `ALTER USER ... UNSET NETWORK_POLICY` | https://docs.snowflake.com/en/sql-reference/sql/alter-user |
+| `GRANT ... ON SCHEMA` | https://docs.snowflake.com/en/sql-reference/sql/grant-privilege |
+
+## Troubleshooting
+
+**Infrastructure not set up:** Run `<SKILL_DIR>/nw check-setup --run-setup` - it will check and offer to create the database and schemas.
+
+**Permission denied:** Ensure admin_role (from manifest.toml `[snowflake].admin_role`, defaults to ACCOUNTADMIN) has CREATE NETWORK RULE and CREATE NETWORK POLICY privileges.
+
+**Rule already exists:** Use Step 3a flow - choose "Update existing" to modify IPs or "Remove and recreate" for fresh start.
+
+**Invalid CIDR:** Ensure CIDRs are in x.x.x.x/mask format (e.g., `192.168.1.0/24`, `10.0.0.0/8`).
+
+**GitHub Actions IPs not working:** `--allow-gh` fetches a snapshot of IPv4 ranges from `api.github.com/meta` at creation time — IPv6 ranges are excluded. If runners are failing, GitHub may have added new CIDRs since the rule was created; re-run `rule update --allow-gh` to refresh. For auto-updating coverage, use the `network-security` skill's hybrid policy with `SNOWFLAKE.NETWORK_SECURITY.GITHUBACTIONS_GLOBAL` instead (no role access required; just add it to the network policy's `ALLOWED_NETWORK_RULE_LIST`).
+
+**Cannot find resources for cleanup:** Check `.sfutils/manifest.toml` `[rule.<label>]` for exact resource names and `[rule.<label>.cleanup]` for the CLI command to run.
+
+**Partial creation failed:** If manifest shows `status = "CREATE_IN_PROGRESS"`, the resource creation was interrupted. Use Resume flow to continue from where it stopped, or manually clean up created resources using the `[rule.<label>.cleanup]` section.
+
+**Policy depends on rule:** When cleaning up, ALWAYS drop the network policy BEFORE dropping the network rule (policy references the rule). Dropping a rule that is still referenced by a policy will fail. The CLI `rule delete` handles this dependency order automatically. If using manual SQL fallback, strictly follow: (1) DROP NETWORK POLICY, (2) DROP NETWORK RULE.
+
+**manifest.toml validation failures:** Run `nw validate-manifest --fix` to repair structural gaps. Non-structural issues (empty connection, infra_ready=false) require manual action — the `--fix` flag will tell you what to run.
diff --git a/skills/network-rule/uv.lock b/skills/network-rule/uv.lock
new file mode 100644
index 00000000..238b19d7
--- /dev/null
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@@ -0,0 +1,1121 @@
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From 1767a1dd29f1e4e0be17ec9b52b334781e660f59 Mon Sep 17 00:00:00 2001
From: sfc-gh-ksampath <kamesh.sampath@snowflake.com>
Date: Mon, 11 May 2026 21:41:39 +0530
Subject: [PATCH 4/5] Add SKILL.md metadata and LICENSE files for sfutils
 skills

Update frontmatter to the standardized metadata format with title,
summary, tools, prompt, language, status, author, and type fields.

.... Generated with [Cortex Code](https://docs.snowflake.com/en/user-guide/cortex-code/cortex-code)

Co-Authored-By: Cortex Code <noreply@snowflake.com>
---
 skills/external-volume/LICENSE.txt           | 22 +++++++++++
 skills/external-volume/SKILL.md              | 32 +++++++++++++++-
 skills/network-rule/LICENSE.txt              | 22 +++++++++++
 skills/network-rule/SKILL.md                 | 40 ++++++++++++++------
 skills/programmatic-access-token/LICENSE.txt | 22 +++++++++++
 skills/programmatic-access-token/SKILL.md    | 30 ++++++++++++++-
 6 files changed, 154 insertions(+), 14 deletions(-)
 create mode 100644 skills/external-volume/LICENSE.txt
 create mode 100644 skills/network-rule/LICENSE.txt
 create mode 100644 skills/programmatic-access-token/LICENSE.txt

diff --git a/skills/external-volume/LICENSE.txt b/skills/external-volume/LICENSE.txt
new file mode 100644
index 00000000..937dc0de
--- /dev/null
+++ b/skills/external-volume/LICENSE.txt
@@ -0,0 +1,22 @@
+Snowflake Skills License
+
+© 2026 Snowflake Inc. All rights reserved.
+
+LICENSE: Use of these materials (including all code, prompts, assets, files, and other components of these skills (collectively, "Skills")) is governed by your agreement with Snowflake for the Service. If no separate agreement exists, use is governed by Snowflake's Terms of Service (available at: https://www.snowflake.com/en/legal/terms-of-service/).
+
+Your applicable agreement is referred to as the "Agreement." "Service" is as defined in the Agreement.
+
+ADDITIONAL RESTRICTIONS: Notwithstanding anything in the Agreement to the contrary, you may not:
+
+- Extract from the Service or retain copies of the Skills outside use with the Service;
+- Reproduce or copy the Skills, except for temporary copies created automatically during authorized use of the Service;
+- Create derivative works based on the Skills;
+- Distribute, sublicense, or transfer the Skills to any third party;
+- Make, offer to sell, sell, or import any inventions embodied in the Skills; nor,
+- Reverse engineer, decompile, or disassemble the Skills.
+
+The receipt, viewing, or possession of the Skills does not convey or imply any license or right beyond those expressly granted above.
+
+Snowflake retains all rights, title, and interest in the Skills, including all copyrights, trademarks, patents, and all other applicable intellectual property rights.
+
+THE SKILLS ARE PROVIDED "AS IS," WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SKILLS OR THE USE OR OTHER DEALINGS IN THE SKILLS.
diff --git a/skills/external-volume/SKILL.md b/skills/external-volume/SKILL.md
index 7aeaa6a3..a437a92a 100644
--- a/skills/external-volume/SKILL.md
+++ b/skills/external-volume/SKILL.md
@@ -1,10 +1,40 @@
 ---
 name: external-volume
+title: Setup Snowflake External Volumes
+summary: Create and manage Snowflake external volumes with cloud storage (AWS S3) for Iceberg tables and data lake access.
+description: >-
+  Create Snowflake external volumes with cloud storage.
+  Use for ALL requests that mention: setting up external storage, creating
+  external volume, configuring S3 for Snowflake, Iceberg tables, unloading
+  data, cloud storage, COPY INTO unload, external stage storage, data lake
+  storage, IAM trust policy, volume verification.
+  Triggers: sfutils-extvolumes, setup-external-volume, external volume,
+  create external volume, s3 snowflake, iceberg storage, data lake storage,
+  COPY INTO location, external stage, unload to S3, replay volumes,
+  replay volume manifest, recreate external volume, replay all manifests,
+  replay all sfutils, export manifest for sharing, setup from shared manifest,
+  replay from shared manifest, setup from manifest URL, replay from URL,
+  use manifest from URL, azure, gcs, blob storage, cloud storage,
+  multiple volumes, list volumes, setup connection, validate manifest,
+  migrate manifest, second external volume.
+  Do NOT use for: network rules, PAT creation, general SQL queries,
+  or non-storage tasks.
 aliases:
   - setup-external-volume
   - external-volumes
   - setup-external-volumes
-description: "**[REQUIRED]** Create Snowflake external volumes with cloud storage. Use when: setting up external storage, creating external volume, configuring S3 for Snowflake, azure blob storage, GCS for Snowflake, Iceberg tables, unloading data, cloud storage, COPY INTO unload, external stage storage, data lake storage. Triggers: sfutils-extvolumes, setup-external-volume, external volume, create external volume, s3 snowflake, iceberg storage, data lake storage, COPY INTO location, external stage, unload to S3, replay volumes, replay volume manifest, recreate external volume, replay all manifests, replay all sfutils, export manifest for sharing, setup from shared manifest, replay from shared manifest, setup from manifest URL, replay from URL, use manifest from URL, azure, gcs, blob storage, cloud storage, multiple volumes, list volumes, setup connection, validate manifest, migrate manifest, second external volume."
+tools:
+  - Bash
+  - Read
+  - Edit
+  - Glob
+  - Grep
+  - ask_user_question
+prompt: "$external-volume Create an external volume backed by my S3 bucket for Iceberg tables"
+language: en
+status: Published
+author: Kamesh Sampath
+type: Snowflake Staff
 ---
 
 # External Volume Setup
diff --git a/skills/network-rule/LICENSE.txt b/skills/network-rule/LICENSE.txt
new file mode 100644
index 00000000..937dc0de
--- /dev/null
+++ b/skills/network-rule/LICENSE.txt
@@ -0,0 +1,22 @@
+Snowflake Skills License
+
+© 2026 Snowflake Inc. All rights reserved.
+
+LICENSE: Use of these materials (including all code, prompts, assets, files, and other components of these skills (collectively, "Skills")) is governed by your agreement with Snowflake for the Service. If no separate agreement exists, use is governed by Snowflake's Terms of Service (available at: https://www.snowflake.com/en/legal/terms-of-service/).
+
+Your applicable agreement is referred to as the "Agreement." "Service" is as defined in the Agreement.
+
+ADDITIONAL RESTRICTIONS: Notwithstanding anything in the Agreement to the contrary, you may not:
+
+- Extract from the Service or retain copies of the Skills outside use with the Service;
+- Reproduce or copy the Skills, except for temporary copies created automatically during authorized use of the Service;
+- Create derivative works based on the Skills;
+- Distribute, sublicense, or transfer the Skills to any third party;
+- Make, offer to sell, sell, or import any inventions embodied in the Skills; nor,
+- Reverse engineer, decompile, or disassemble the Skills.
+
+The receipt, viewing, or possession of the Skills does not convey or imply any license or right beyond those expressly granted above.
+
+Snowflake retains all rights, title, and interest in the Skills, including all copyrights, trademarks, patents, and all other applicable intellectual property rights.
+
+THE SKILLS ARE PROVIDED "AS IS," WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SKILLS OR THE USE OR OTHER DEALINGS IN THE SKILLS.
diff --git a/skills/network-rule/SKILL.md b/skills/network-rule/SKILL.md
index a53c890f..d312cbe9 100644
--- a/skills/network-rule/SKILL.md
+++ b/skills/network-rule/SKILL.md
@@ -1,21 +1,37 @@
 ---
 name: network-rule
-aliases:
-  - setup-network-rules
-description: >
+title: Setup Snowflake Network Rules
+summary: Create and manage Snowflake network rules and policies for IP-based access control with TOML manifest tracking.
+description: >-
   Setup and manage Snowflake network rules and policies using sfutils CLI
   with TOML manifest tracking.
-  Use when: setting up network rules, creating network rules with GitHub Actions
-  or Google IPs or local IP allowlisting, managing INGRESS/EGRESS/POSTGRES/INTERNAL_STAGE
-  rules, CIDR allowlisting, firewall setup, dry-run preview, replaying network setup
-  from manifest, cleaning up network resources, exporting network manifest for sharing.
+  Use for ALL requests that mention: setting up network rules, creating network
+  rules with GitHub Actions or Google IPs or local IP allowlisting, managing
+  INGRESS/EGRESS/POSTGRES/INTERNAL_STAGE rules, CIDR allowlisting, firewall
+  setup, external access integrations, EAI for SPCS or Snowpark.
   Triggers: sfutils-networks, setup-network-rules, network-rule, setup network,
   setup nw, allow gh, allow github, allow google, allow local, CIDR, egress rule,
-  postgres ingress, AWSVPCEID, HOST_PORT, dry-run network, replay network, replay manifest,
-  recreate network, export manifest, cleanup network, remove network rule, network manifest,
-  multiple network rules, external access, call external API, OpenFlow connector,
-  SPCS app, Snowpark external, EAI, integration, slack alert, pull from S3,
-  HuggingFace, OpenAI from Snowflake.
+  postgres ingress, AWSVPCEID, HOST_PORT, dry-run network, replay network,
+  replay manifest, recreate network, export manifest, cleanup network,
+  remove network rule, network manifest, multiple network rules, external access,
+  call external API, OpenFlow connector, SPCS app, Snowpark external, EAI,
+  integration, slack alert, pull from S3, HuggingFace, OpenAI from Snowflake.
+  Do NOT use for: external volumes, PAT creation, general SQL queries,
+  or non-network tasks.
+aliases:
+  - setup-network-rules
+tools:
+  - Bash
+  - Read
+  - Edit
+  - Glob
+  - Grep
+  - ask_user_question
+prompt: "$network-rule Setup an ingress network rule to allow GitHub Actions IPs to connect to Snowflake"
+language: en
+status: Published
+author: Kamesh Sampath
+type: Snowflake Staff
 ---
 
 # Snowflake Network Rules & Policies
diff --git a/skills/programmatic-access-token/LICENSE.txt b/skills/programmatic-access-token/LICENSE.txt
new file mode 100644
index 00000000..937dc0de
--- /dev/null
+++ b/skills/programmatic-access-token/LICENSE.txt
@@ -0,0 +1,22 @@
+Snowflake Skills License
+
+© 2026 Snowflake Inc. All rights reserved.
+
+LICENSE: Use of these materials (including all code, prompts, assets, files, and other components of these skills (collectively, "Skills")) is governed by your agreement with Snowflake for the Service. If no separate agreement exists, use is governed by Snowflake's Terms of Service (available at: https://www.snowflake.com/en/legal/terms-of-service/).
+
+Your applicable agreement is referred to as the "Agreement." "Service" is as defined in the Agreement.
+
+ADDITIONAL RESTRICTIONS: Notwithstanding anything in the Agreement to the contrary, you may not:
+
+- Extract from the Service or retain copies of the Skills outside use with the Service;
+- Reproduce or copy the Skills, except for temporary copies created automatically during authorized use of the Service;
+- Create derivative works based on the Skills;
+- Distribute, sublicense, or transfer the Skills to any third party;
+- Make, offer to sell, sell, or import any inventions embodied in the Skills; nor,
+- Reverse engineer, decompile, or disassemble the Skills.
+
+The receipt, viewing, or possession of the Skills does not convey or imply any license or right beyond those expressly granted above.
+
+Snowflake retains all rights, title, and interest in the Skills, including all copyrights, trademarks, patents, and all other applicable intellectual property rights.
+
+THE SKILLS ARE PROVIDED "AS IS," WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SKILLS OR THE USE OR OTHER DEALINGS IN THE SKILLS.
diff --git a/skills/programmatic-access-token/SKILL.md b/skills/programmatic-access-token/SKILL.md
index 307c2dd4..20c04fe7 100644
--- a/skills/programmatic-access-token/SKILL.md
+++ b/skills/programmatic-access-token/SKILL.md
@@ -1,10 +1,38 @@
 ---
 name: programmatic-access-token
+title: Setup Snowflake PATs
+summary: Create and manage Snowflake Programmatic Access Tokens (PATs) for service accounts with network and auth policies.
+description: >-
+  Create Snowflake Programmatic Access Tokens (PATs) for service accounts.
+  Use for ALL requests that mention: setting up service user, creating PAT,
+  configuring authentication policy, network policy for PAT, rotating tokens,
+  verifying PAT connectivity, service account automation.
+  Triggers: programmatic-access-token, sfutils-pat, create-access-token,
+  programmatic access token, PAT, service account, snowflake authentication,
+  replay pat, replay pat manifest, recreate pat, replay all manifests,
+  replay all sfutils, export manifest for sharing, setup from shared manifest,
+  replay from shared manifest, setup from manifest URL, replay from URL,
+  use manifest from URL, multiple pats, multi-pat, add second pat, list pats,
+  setup connection, validate manifest, migrate manifest, repair manifest,
+  second service account.
+  Do NOT use for: general Snowflake SQL queries, external volumes, network rules
+  unrelated to PAT, or non-authentication tasks.
 aliases:
   - setup-programmatic-access-token
   - programmatic-access-tokens
   - setup-programmatic-access-tokens
-description: "Create Snowflake Programmatic Access Tokens (PATs) for service accounts. Use when: setting up service user, creating PAT, configuring authentication policy, network policy for PAT. Triggers: programmatic-access-token, sfutils-pat, create-access-token, programmatic access token, PAT, service account, snowflake authentication, replay pat, replay pat manifest, recreate pat, replay all manifests, replay all sfutils, export manifest for sharing, setup from shared manifest, replay from shared manifest, setup from manifest URL, replay from URL, use manifest from URL, multiple pats, multi-pat, add second pat, list pats, setup connection, validate manifest, migrate manifest, repair manifest, second service account."
+tools:
+  - Bash
+  - Read
+  - Edit
+  - Glob
+  - Grep
+  - ask_user_question
+prompt: "$programmatic-access-token Create a new PAT for my service account to use in CI/CD pipelines"
+language: en
+status: Published
+author: Kamesh Sampath
+type: Snowflake Staff
 ---
 
 # Snowflake PAT Setup

From bd9900c87e738e9d277675c1416f967c135eeeb7 Mon Sep 17 00:00:00 2001
From: sfc-gh-ksampath <kamesh.sampath@snowflake.com>
Date: Mon, 11 May 2026 21:48:01 +0530
Subject: [PATCH 5/5] Rename LICENSE.txt to LICENSE, update status and type
 fields
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Rename LICENSE.txt → LICENSE for consistency with repo conventions
- Change status from "Published" to "stable"
- Change type from "Snowflake Staff" to "snowflake"

.... Generated with [Cortex Code](https://docs.snowflake.com/en/user-guide/cortex-code/cortex-code)

Co-Authored-By: Cortex Code <noreply@snowflake.com>
---
 skills/external-volume/{LICENSE.txt => LICENSE}           | 0
 skills/external-volume/SKILL.md                           | 4 ++--
 skills/network-rule/{LICENSE.txt => LICENSE}              | 0
 skills/network-rule/SKILL.md                              | 5 ++---
 skills/programmatic-access-token/{LICENSE.txt => LICENSE} | 0
 skills/programmatic-access-token/SKILL.md                 | 4 ++--
 6 files changed, 6 insertions(+), 7 deletions(-)
 rename skills/external-volume/{LICENSE.txt => LICENSE} (100%)
 rename skills/network-rule/{LICENSE.txt => LICENSE} (100%)
 rename skills/programmatic-access-token/{LICENSE.txt => LICENSE} (100%)

diff --git a/skills/external-volume/LICENSE.txt b/skills/external-volume/LICENSE
similarity index 100%
rename from skills/external-volume/LICENSE.txt
rename to skills/external-volume/LICENSE
diff --git a/skills/external-volume/SKILL.md b/skills/external-volume/SKILL.md
index a437a92a..c694194e 100644
--- a/skills/external-volume/SKILL.md
+++ b/skills/external-volume/SKILL.md
@@ -32,9 +32,9 @@ tools:
   - ask_user_question
 prompt: "$external-volume Create an external volume backed by my S3 bucket for Iceberg tables"
 language: en
-status: Published
+status: stable
 author: Kamesh Sampath
-type: Snowflake Staff
+type: snowflake
 ---
 
 # External Volume Setup
diff --git a/skills/network-rule/LICENSE.txt b/skills/network-rule/LICENSE
similarity index 100%
rename from skills/network-rule/LICENSE.txt
rename to skills/network-rule/LICENSE
diff --git a/skills/network-rule/SKILL.md b/skills/network-rule/SKILL.md
index d312cbe9..988c7680 100644
--- a/skills/network-rule/SKILL.md
+++ b/skills/network-rule/SKILL.md
@@ -29,9 +29,9 @@ tools:
   - ask_user_question
 prompt: "$network-rule Setup an ingress network rule to allow GitHub Actions IPs to connect to Snowflake"
 language: en
-status: Published
+status: stable
 author: Kamesh Sampath
-type: Snowflake Staff
+type: snowflake
 ---
 
 # Snowflake Network Rules & Policies
@@ -255,4 +255,3 @@ After completing Step 2a (admin role check), dispatch based on rule intent:
 - [Manifest Flows](manifest-flows.md) — Manifest template, export for sharing, and remove/cleanup flows
 - [Replay Flows](replay-flows.md) — Replay single skill and replay all skills flows
 - [Supplemental](supplemental.md) — Stopping points, output, SQL reference, troubleshooting, and security notes
-
diff --git a/skills/programmatic-access-token/LICENSE.txt b/skills/programmatic-access-token/LICENSE
similarity index 100%
rename from skills/programmatic-access-token/LICENSE.txt
rename to skills/programmatic-access-token/LICENSE
diff --git a/skills/programmatic-access-token/SKILL.md b/skills/programmatic-access-token/SKILL.md
index 20c04fe7..15bbc00a 100644
--- a/skills/programmatic-access-token/SKILL.md
+++ b/skills/programmatic-access-token/SKILL.md
@@ -30,9 +30,9 @@ tools:
   - ask_user_question
 prompt: "$programmatic-access-token Create a new PAT for my service account to use in CI/CD pipelines"
 language: en
-status: Published
+status: stable
 author: Kamesh Sampath
-type: Snowflake Staff
+type: snowflake
 ---
 
 # Snowflake PAT Setup