claude-task-master/.cursor/rules/self_improve.mdc
Eyal Toledano 36d559db26 docs: Update documentation for new AI/config architecture and finalize cleanup
This commit updates all relevant documentation (READMEs, docs/*, .cursor/rules) to accurately reflect the finalized unified AI service architecture and the new configuration system (.taskmasterconfig + .env/mcp.json). It also includes the final code cleanup steps related to the refactoring.

Key Changes:

1.  **Documentation Updates:**

    *   Revised `README.md`, `README-task-master.md`, `assets/scripts_README.md`, `docs/configuration.md`, and `docs/tutorial.md` to explain the new configuration split (.taskmasterconfig vs .env/mcp.json).

    *   Updated MCP configuration examples in READMEs and tutorials to only include API keys in the `env` block.

    *   Added/updated examples for using the `--research` flag in `docs/command-reference.md`, `docs/examples.md`, and `docs/tutorial.md`.

    *   Updated `.cursor/rules/ai_services.mdc`, `.cursor/rules/architecture.mdc`, `.cursor/rules/dev_workflow.mdc`, `.cursor/rules/mcp.mdc`, `.cursor/rules/taskmaster.mdc`, `.cursor/rules/utilities.mdc`, and `.cursor/rules/new_features.mdc` to align with the new architecture, removing references to old patterns/files.

    *   Removed internal rule links from user-facing rules (`taskmaster.mdc`, `dev_workflow.mdc`, `self_improve.mdc`).

    *   Deleted outdated example file `docs/ai-client-utils-example.md`.

2.  **Final Code Refactor & Cleanup:**

    *   Corrected `update-task-by-id.js` by removing the last import from the old `ai-services.js`.

    *   Refactored `update-subtask-by-id.js` to correctly use the unified service and logger patterns.

    *   Removed the obsolete export block from `mcp-server/src/core/task-master-core.js`.

    *   Corrected logger implementation in `update-tasks.js` for CLI context.

    *   Updated API key mapping in `config-manager.js` and `ai-services-unified.js`.

3.  **Configuration Files:**

    *   Updated API keys in `.cursor/mcp.json`, replacing `GROK_API_KEY` with `XAI_API_KEY`.

    *   Updated `.env.example` with current API key names.

    *   Added `azureOpenaiBaseUrl` to `.taskmasterconfig` example.

4.  **Task Management:**

    *   Marked documentation subtask 61.10 as 'done'.

    *   Includes various other task content/status updates from the diff summary.

5.  **Changeset:**

    *   Added `.changeset/cuddly-zebras-matter.md` for user-facing `expand`/`expand-all` improvements.

This commit concludes the major architectural refactoring (Task 61) and ensures the documentation accurately reflects the current system.
2025-04-25 14:43:12 -04:00

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---
description: Guidelines for continuously improving Cursor rules based on emerging code patterns and best practices.
globs: **/*
alwaysApply: true
---
- **Rule Improvement Triggers:**
- New code patterns not covered by existing rules
- Repeated similar implementations across files
- Common error patterns that could be prevented
- New libraries or tools being used consistently
- Emerging best practices in the codebase
- **Analysis Process:**
- Compare new code with existing rules
- Identify patterns that should be standardized
- Look for references to external documentation
- Check for consistent error handling patterns
- Monitor test patterns and coverage
- **Rule Updates:**
- **Add New Rules When:**
- A new technology/pattern is used in 3+ files
- Common bugs could be prevented by a rule
- Code reviews repeatedly mention the same feedback
- New security or performance patterns emerge
- **Modify Existing Rules When:**
- Better examples exist in the codebase
- Additional edge cases are discovered
- Related rules have been updated
- Implementation details have changed
- **Example Pattern Recognition:**
```typescript
// If you see repeated patterns like:
const data = await prisma.user.findMany({
select: { id: true, email: true },
where: { status: 'ACTIVE' }
});
// Consider adding to [prisma.mdc](mdc:.cursor/rules/prisma.mdc):
// - Standard select fields
// - Common where conditions
// - Performance optimization patterns
```
- **Rule Quality Checks:**
- Rules should be actionable and specific
- Examples should come from actual code
- References should be up to date
- Patterns should be consistently enforced
- **Continuous Improvement:**
- Monitor code review comments
- Track common development questions
- Update rules after major refactors
- Add links to relevant documentation
- Cross-reference related rules
- **Rule Deprecation:**
- Mark outdated patterns as deprecated
- Remove rules that no longer apply
- Update references to deprecated rules
- Document migration paths for old patterns
- **Documentation Updates:**
- Keep examples synchronized with code
- Update references to external docs
- Maintain links between related rules
- Document breaking changes
Follow [cursor_rules.mdc](mdc:.cursor/rules/cursor_rules.mdc) for proper rule formatting and structure.