This commit implements the complete LLM Usage Guides system for the Tendril project, establishing reusable prompt documents for AI-assisted workflows. ## What Was Implemented ### 1. Core Guide Documents **docs/PROMPTS/LLM-Usage-Guide.md** - Comprehensive LLM execution instructions: - Recognizing prompt documents (naming convention, structure, location) - Step-by-step execution process (5 phases: recognize, gather info, execute, handle errors, validate) - Information gathering requirements and best practices - Error handling procedures and common error patterns - Validation steps (pre-execution, during execution, post-execution) - Providing feedback (progress updates, error reporting, completion summaries) - Best practices for execution, communication, and quality - Special instructions for Tendril-specific context - Troubleshooting guide for common prompt execution issues - Customized for Tendril project structure and Gitea platform **docs/PROMPTS/Prompt-Creation-Guide.md** - Guide for creating effective prompts: - Naming convention (NN-Descriptive-Name-Prompt.md format) - Complete prompt structure template with all required sections - Best practices for writing effective instructions - Information gathering guidelines - Error handling documentation standards - Testing procedures for new prompts - Common patterns (status check, search, sync patterns) - Decision criteria for when to create new prompts - Update procedures for existing prompts - Comprehensive checklist for new prompts - Examples customized for Tendril project - References to Gitea-specific workflows and features ### 2. Initial Prompt Documents **docs/PROMPTS/00-Project-Status-Check-Prompt.md** - Project status overview: - Purpose: Check current status of all project phases - Reads all phase blueprints in tendril/phases/ - Extracts phase status, deliverables, milestones - Organizes by status (Complete, In Progress, Planned) - Provides comprehensive status summary with counts - Highlights issues or blockers - Error handling for missing files, invalid formats - Validation checklist for completion - Customized for Tendril phase structure **docs/PROMPTS/01-KB-Content-Search-Prompt.md** - KB system search: - Purpose: Search KB system for relevant content - Supports multiple search types: topics, tags, phase relevance, keywords - Uses kb/_index.md for efficient searching - Reads matching KB files and extracts metadata - Presents organized search results with summaries - Handles missing index, invalid criteria, empty results - Provides helpful suggestions for refining searches - Customized for Tendril KB structure and categories **docs/PROMPTS/02-Phase-Documentation-Sync-Prompt.md** - Phase documentation synchronization: - Purpose: Ensure phase documentation consistency - Reads all four phase documents (blueprint, tasks, decisions, changelog) - Compares and identifies discrepancies - Syncs tasks.md with blueprint deliverables and Definition of Done - Updates changelog.md with sync entry - Reviews decisions.md for missing ADRs - Verifies consistency across all documents - Follows Cursor rules for phase documentation synchronization - Error handling for missing files, format issues, unresolvable discrepancies - Customized for Tendril phase structure and documentation system ## Why This Implementation ### Standardized AI Workflows LLM Usage Guides enable consistent, repeatable AI-assisted workflows. Instead of explaining the same tasks repeatedly, prompts provide standardized instructions that work reliably every time. ### Reusability and Efficiency Prompt documents can be dragged into Cursor chat sessions and executed immediately. This saves time and ensures tasks are performed consistently across different sessions and users. ### Quality and Reliability Well-structured prompts include validation checklists, error handling, and best practices. This reduces errors and ensures high-quality results. ### Knowledge Preservation Prompts document how to perform complex tasks, preserving institutional knowledge and making it accessible to anyone who needs to perform the task. ### Integration with Project Systems Prompts are designed to work with Tendril's phase documentation system, KB system, and Gitea workflows, providing seamless integration with existing project infrastructure. ## Technical Details ### Prompt Document Structure All prompts follow a consistent structure: 1. **Title and Purpose** - Clear description of what the prompt does 2. **How to Use** - Instructions for using the prompt 3. **CRITICAL: Information Gathering** - Required information section 4. **Step-by-Step Process** - Phased execution instructions 5. **Error Handling** - Common issues and solutions 6. **Validation Checklist** - Completion verification 7. **Important Notes** - Critical instructions for AI assistant ### Naming Convention Prompts follow strict naming: - 00-09: Core system prompts - 10-19: Phase management prompts - 20-29: KB system prompts - 30-39: Workflow and automation prompts - 40-49: Documentation prompts - 50+: Project-specific prompts ### Customization for Tendril All prompts and guides are customized for: - **Project Name**: Tendril (not "pairs" or placeholders) - **Platform**: Gitea (not GitHub) - **Repository**: https://git.parkingmeter.info/Mycelium/tendril - **Directory Structure**: tendril/phases/, kb/ with category directories - **Workflows**: Gitea Actions (with GitHub Actions compatibility notes) ### Integration Points Prompts integrate with: - **Phase Documentation**: tendril/phases/phase-XX-name/ files - **KB System**: kb/ directory with index and category structure - **Workflows**: .github/workflows/ (Gitea Actions) - **Documentation**: docs/ directory structure ## Files Added - docs/PROMPTS/LLM-Usage-Guide.md - LLM execution instructions (~400 lines) - docs/PROMPTS/Prompt-Creation-Guide.md - Prompt creation guide (~600 lines) - docs/PROMPTS/00-Project-Status-Check-Prompt.md - Status check prompt (~180 lines) - docs/PROMPTS/01-KB-Content-Search-Prompt.md - KB search prompt (~240 lines) - docs/PROMPTS/02-Phase-Documentation-Sync-Prompt.md - Documentation sync prompt (~250 lines) **Total**: 5 files, ~1,670 lines of prompt documentation ## Validation All Phase 4 requirements met: - ✅ LLM Usage Guide created and comprehensive - ✅ Prompt Creation Guide created with complete template - ✅ Three initial prompt documents created - ✅ All prompts follow naming convention - ✅ All prompts include required sections - ✅ All files reference "Tendril" (42 references found) - ✅ All files use "Gitea" terminology (10 references, no GitHub) - ✅ Examples relevant to Tendril project structure - ✅ Documentation is clear and actionable ## Next Steps Phase 4 complete. LLM Usage Guides system is ready for use. Prompts can be dragged into Cursor chat sessions to perform standardized tasks. Ready for Phase 5: Validation and Testing. ## Related - Phase 4 Plan: kb/_guides/PROJECT-SETUP-GUIDE/PHASE-4-PLAN.md - Replication Guide: kb/_guides/PROJECT-SETUP-GUIDE/COMPLETE-SYSTEM-REPLICATION-GUIDE.md - Gitea LLM Guidelines: docs/GITEA/LLM-Gitea-Guidelines.md
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Phase Documentation Sync Prompt
Purpose: Ensure phase documentation (blueprint.md, tasks.md, decisions.md, changelog.md) is synchronized and consistent across all documents for a specified phase.
How to Use: Drag this entire document into a Cursor chat session, then provide the phase name or path. The AI assistant will read all phase documents, identify discrepancies, and update them to ensure consistency.
CRITICAL: Information Gathering
Required Information (You should provide this)
Before starting, ASK THE USER for the following information if not already provided:
-
Phase name or path (REQUIRED)
- Format:
phase-XX-nameor full pathtendril/phases/phase-XX-name/ - Examples:
phase-01-foundationphase-02-kb-systemtendril/phases/phase-03-workflows/
- Why it's needed: Identifies which phase to synchronize
- Format:
-
Sync scope (OPTIONAL)
- Format: "all" or specific documents (comma-separated)
- Examples:
"all","tasks,changelog","decisions" - Default: "all" (sync all documents)
- Why it's needed: Allows syncing specific documents if desired
If Information is Missing
ALWAYS ASK for missing required information before proceeding. Do not make assumptions about:
- Which phase to sync
- Phase directory location
- Document names or structure
Step-by-Step Process
Phase 1: Read All Phase Documents
-
Read blueprint.md:
- Path:
tendril/phases/phase-XX-name/blueprint.md - Extract: Project name, phase status, deliverables, milestones, definition of done
- Path:
-
Read tasks.md:
- Path:
tendril/phases/phase-XX-name/tasks.md - Extract: Task list, completion status, phase status line
- Path:
-
Read decisions.md:
- Path:
tendril/phases/phase-XX-name/decisions.md - Extract: ADR entries, decision dates, decision summaries
- Path:
-
Read changelog.md:
- Path:
tendril/phases/phase-XX-name/changelog.md - Extract: Recent entries, change dates, change descriptions
- Path:
-
Validation:
- All four documents exist
- All documents are readable
- Key information extracted from each
Phase 2: Compare and Identify Discrepancies
-
Compare project name:
- Check project name in blueprint
- Compare with project name in tasks, decisions, changelog
- List any mismatches
-
Compare phase status:
- Extract status from blueprint (✅ Complete, 🔄 In Progress, ⏳ Planned)
- Compare with status in tasks.md
- Compare with status indicators in other documents
- List any mismatches
-
Compare deliverables:
- Extract deliverables from blueprint "Phase Deliverables" section
- Compare with tasks in tasks.md
- Check if all deliverables have corresponding tasks
- List missing or extra tasks
-
Compare definition of done:
- Extract "Definition of Done" items from blueprint
- Compare with task checkboxes in tasks.md
- Verify all DoD items are represented as tasks
- List missing or extra tasks
-
Check ADR consistency:
- Review decisions mentioned in blueprint
- Verify corresponding ADRs exist in decisions.md
- List missing ADRs
-
Check changelog completeness:
- Verify recent blueprint changes are in changelog
- Check changelog format is correct
- List missing changelog entries
-
Validation:
- All comparisons completed
- All discrepancies identified
- Discrepancy list is complete
Phase 3: Update Documents
-
Update tasks.md:
- Sync task list with blueprint deliverables
- Sync task checkboxes with blueprint "Definition of Done"
- Update phase status line to match blueprint
- Ensure project name matches blueprint
-
Update changelog.md:
- Add entry for sync operation (if needed)
- Format:
## [YYYY-MM-DD] Documentation Synchronization - Note: "Synchronized all phase documents for consistency"
- Use today's date
-
Update decisions.md:
- Add missing ADRs mentioned in blueprint (if any)
- Ensure ADR format matches existing entries
- Verify project name matches blueprint
-
Verify consistency:
- Re-read all documents after updates
- Verify project name matches across all
- Verify status matches across all
- Verify deliverables/tasks are aligned
-
Validation:
- All documents updated
- Consistency verified
- No discrepancies remain
Phase 4: Report Sync Results
-
Summarize changes made:
- List documents updated
- Describe what was synchronized
- Note any issues encountered
-
Report remaining issues (if any):
- List any discrepancies that couldn't be resolved
- Explain why they couldn't be fixed
- Suggest manual review if needed
-
Validation:
- Report is complete
- All changes documented
- Issues clearly explained
Error Handling
Common Issues
Phase Directory Not Found
- Error message: "Directory not found: tendril/phases/phase-XX-name/"
- Fix:
- Verify phase name/path is correct
- Check if phase directory exists
- List available phases to help user
- Prevention: Validate phase path before reading files
Missing Document File
- Error message: "File not found: [document].md"
- Fix:
- Check if file exists in phase directory
- Verify file name is correct (case-sensitive)
- Create missing file if it's a new phase (use templates)
- Note missing file in report
- Prevention: Check all required files exist before syncing
Invalid Document Format
- Error message: "Invalid format in [document].md"
- Fix:
- Review document structure
- Check for missing required sections
- Fix format issues
- Re-read document
- Prevention: Validate document structure before processing
Project Name Mismatch
- Error message: "Project name mismatch across documents"
- Fix:
- Use blueprint.md as source of truth
- Update all other documents to match blueprint
- Verify consistency after updates
- Prevention: Always use blueprint as authoritative source
Status Indicator Mismatch
- Error message: "Status mismatch between blueprint and tasks"
- Fix:
- Use blueprint status as source of truth
- Update tasks.md status line
- Verify status format is correct (✅, 🔄, ⏳)
- Prevention: Always sync status from blueprint to tasks
Unresolvable Discrepancies
- Error message: "Cannot automatically resolve discrepancy"
- Fix:
- Report discrepancy to user
- Explain why it can't be auto-resolved
- Suggest manual review
- Continue with other sync operations
- Prevention: Document limitations clearly
Validation Checklist
Before completing, verify:
- All four phase documents read successfully
- All discrepancies identified
- tasks.md synced with blueprint deliverables
- tasks.md synced with blueprint "Definition of Done"
- tasks.md status matches blueprint status
- changelog.md updated with sync entry
- decisions.md reviewed for missing ADRs
- Project name consistent across all documents
- Status consistent across all documents
- Deliverables/tasks aligned
- All changes verified
- Sync report provided
Important Notes for AI Assistant
- Blueprint is authoritative: Always use blueprint.md as the source of truth for syncing
- Preserve existing content: Don't delete existing content unless it conflicts with blueprint
- Add, don't replace: When syncing tasks, add missing items rather than replacing entire lists
- Use correct date format: Use YYYY-MM-DD format for changelog entries
- Maintain document structure: Preserve existing document structure and formatting
- Handle missing files: If a document is missing, note it but continue with available documents
- Report all changes: Document what was changed in the sync report
- Use Tendril terminology: Reference "Tendril" project consistently
- Follow Cursor rules: Adhere to phase documentation synchronization rules in
.cursorrules - Verify after updates: Always re-read documents after updates to verify consistency
Location: docs/PROMPTS/02-Phase-Documentation-Sync-Prompt.md
Related:
tendril/phases/phase-XX-name/- Phase directories.cursorrules- Phase documentation synchronization rulesdocs/PROMPTS/LLM-Usage-Guide.md- LLM execution guidelineskb/_guides/PROJECT-SETUP-GUIDE/PHASE-1-PLAN.md- Phase documentation system