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Jul 7, 2026
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docs: audit upstream llm cli features against backlog #129

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57 changes: 29 additions & 28 deletions BACKLOG.md
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Expand Up @@ -18,39 +18,40 @@
- Stream Control (`--no-stream`): Do not stream output.
- Schemas (`llm schemas`, `--schema`, `--schema-multi`): Manage stored schemas and use them in prompts.
- Database Logging (`-d` / `--database`, `-n` / `--no-log`, `--log`): Log prompt and response to the database.
- API Key (`--key`): Specify an API key per request.

## Gaps & Tech Debt
- [Gap 1]: Missing support for Multi-modal attachments (`-a`, `--attachment`, `--at`, `--attachment-type`).
- [Gap 3]: Missing support for Template Parameters (`-p`, `--param`).
- [Gap 4]: Missing support for Usage tracking (`-u`, `--usage`).
- [Gap 5]: Missing support for Extended Tool Options (`--functions`, `--td`, `--ta`, `--cl`).
- [Gap 6]: Missing support for Continue Conversation (`-c`, `--continue`, `--cid`, `--conversation`).
- [Gap 7]: Missing support for Query Selection (`-q`, `--query`).
- [Gap 8]: Missing support for Stream Control (`--no-stream`) and Async Execution (`--async`).
- [Gap 9]: Missing support for Schema Options (`--schema`, `--schema-multi`) in prompting.
- [Gap 10]: Missing support for Database Logging (`-d`, `--database`, `-n`, `--no-log`, `--log`).
- [Gap 11]: Missing support for Save as Template (`--save`).
- [Gap 2]: Missing support for Template Parameters (`-p`, `--param`).
- [Gap 3]: Missing support for Usage tracking (`-u`, `--usage`).
- [Gap 4]: Missing support for Extended Tool Options (`--functions`, `--td`, `--ta`, `--cl`).
- [Gap 5]: Missing support for Continue Conversation (`-c`, `--continue`, `--cid`, `--conversation`).
- [Gap 6]: Missing support for Query Selection (`-q`, `--query`).
- [Gap 7]: Missing support for Stream Control (`--no-stream`) and Async Execution (`--async`).
- [Gap 8]: Missing support for Schema Options (`--schema`, `--schema-multi`) in prompting.
- [Gap 9]: Missing support for Database Logging (`-d`, `--database`, `-n`, `--no-log`, `--log`).
- [Gap 10]: Missing support for Save as Template (`--save`).
- [Gap 11]: Missing support for specifying an API key per request (`--key`).
- [Gap 12]: Missing support for Extract Last (`--xl`, `--extract-last`).
- [Tech Debt 1]: Increase overall code coverage. Test coverage is currently well below the 80% target.
- [Tech Debt 2]: Improve async job handling robustness in `job.lua` based on known failure patterns.
- [Tech Debt 3]: Test coverage missing for `M.interactive_prompt_with_fragments` in `commands.lua`.
- [Gap 12]: Missing support for specifying an API key per request (`--key`).
- [Gap 13]: Missing support for Extract Last (`--xl`, `--extract-last`).

## Ranked Backlog
1. [Gap 3] - [Medium Impact/Low Effort] - Support dynamic Template Parameters (`-p`, `--param`).
3. [Gap 6] - [Medium Impact/Low Effort] - Add functionality to Continue Conversations (`-c`, `--continue`, `--cid`, `--conversation`) easily from previous prompt sessions.
4. [Gap 9] - [Medium Impact/Low Effort] - Add support for Schema Options (`--schema`, `--schema-multi`) in prompts.
5. [Gap 11] - [Medium Impact/Low Effort] - Add support to Save as Template (`--save`).
6. [Gap 1] - [Medium Impact/Medium Effort] - Implement Multi-modal attachment support for models that accept images or other data types (`-a`, `--attachment`, `--at`, `--attachment-type`).
7. [Gap 5] - [Medium Impact/Medium Effort] - Implement Extended Tool Options (`--functions`, `--td`, `--ta`, `--cl`).
8. [Tech Debt 2] - [Medium Impact/Medium Effort] - Enhance async job handling logic in `job.lua` for edge cases.
9. [Tech Debt 1 - Subtask 1] - [High Impact/High Effort] - Increase test coverage for models_manager, templates_manager, and schemas_manager.
10. [Tech Debt 1 - Subtask 2] - [High Impact/High Effort] - Increase test coverage for keys_manager, fragments_manager.
11. [Tech Debt 1 - Subtask 3] - [High Impact/High Effort] - Increase test coverage for custom_openai, plugins_manager.
12. [Gap 4] - [Low Impact/Low Effort] - Expose token Usage tracking (`-u`, `--usage`) visually after execution.
13. [Gap 7] - [Low Impact/Low Effort] - Enable dynamic Query Selection (`-q`, `--query`).
14. [Gap 8] - [Low Impact/Low Effort] - Add options for explicit Async Execution (`--async`) and blocking Stream Control (`--no-stream`).
15. [Gap 10] - [Low Impact/Low Effort] - Add support for Database Logging options (`-d`, `--database`, `-n`, `--no-log`, `--log`).
16. [Tech Debt 3] - [Low Impact/Low Effort] - Write explicit unit tests for `interactive_prompt_with_fragments` in `commands.lua`.
17. [Gap 12] - [Low Impact/Low Effort] - Support specifying an API key per request (`--key`).
18. [Gap 13] - [Low Impact/Low Effort] - Add support for Extract Last (`--xl`, `--extract-last`).
1. [Gap 2] - [Medium Impact/Low Effort] - Support dynamic Template Parameters (`-p`, `--param`).
2. [Gap 5] - [Medium Impact/Low Effort] - Add functionality to Continue Conversations (`-c`, `--continue`, `--cid`, `--conversation`) easily from previous prompt sessions.
3. [Gap 8] - [Medium Impact/Low Effort] - Add support for Schema Options (`--schema`, `--schema-multi`) in prompts.
4. [Gap 10] - [Medium Impact/Low Effort] - Add support to Save as Template (`--save`).
5. [Gap 1] - [Medium Impact/Medium Effort] - Implement Multi-modal attachment support for models that accept images or other data types (`-a`, `--attachment`, `--at`, `--attachment-type`).
6. [Gap 4] - [Medium Impact/Medium Effort] - Implement Extended Tool Options (`--functions`, `--td`, `--ta`, `--cl`).
7. [Tech Debt 2] - [Medium Impact/Medium Effort] - Enhance async job handling logic in `job.lua` for edge cases.
8. [Tech Debt 1 - Subtask 1] - [High Impact/High Effort] - Increase test coverage for models_manager, templates_manager, and schemas_manager.
8. [Tech Debt 1 - Subtask 2] - [High Impact/High Effort] - Increase test coverage for keys_manager, fragments_manager.
8. [Tech Debt 1 - Subtask 3] - [High Impact/High Effort] - Increase test coverage for custom_openai, plugins_manager.
9. [Gap 3] - [Low Impact/Low Effort] - Expose token Usage tracking (`-u`, `--usage`) visually after execution.
10. [Gap 6] - [Low Impact/Low Effort] - Enable dynamic Query Selection (`-q`, `--query`).
11. [Gap 7] - [Low Impact/Low Effort] - Add options for explicit Async Execution (`--async`) and blocking Stream Control (`--no-stream`).
12. [Gap 9] - [Low Impact/Low Effort] - Add support for Database Logging options (`-d`, `--database`, `-n`, `--no-log`, `--log`).
13. [Tech Debt 3] - [Low Impact/Low Effort] - Write explicit unit tests for `interactive_prompt_with_fragments` in `commands.lua`.
14. [Gap 11] - [Low Impact/Low Effort] - Support specifying an API key per request (`--key`).
15. [Gap 12] - [Low Impact/Low Effort] - Add support for Extract Last (`--xl`, `--extract-last`).
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