Commit Graph

4 Commits

Author SHA1 Message Date
Alex Newman c0778bef00 docs: Align search documentation with hybrid ChromaDB architecture (#116)
* feat: Add discovery_tokens for ROI tracking in observations and session summaries

- Introduced `discovery_tokens` column in `observations` and `session_summaries` tables to track token costs associated with discovering and creating each observation and summary.
- Updated relevant services and hooks to calculate and display ROI metrics based on discovery tokens.
- Enhanced context economics reporting to include savings from reusing previous observations.
- Implemented migration to ensure the new column is added to existing tables.
- Adjusted data models and sync processes to accommodate the new `discovery_tokens` field.

* refactor: streamline context hook by removing unused functions and updating terminology

- Removed the estimateTokens and getObservations helper functions as they were not utilized.
- Updated the legend and output messages to replace "discovery" with "work" for clarity.
- Changed the emoji representation for different observation types to better reflect their purpose.
- Enhanced output formatting for improved readability and understanding of token usage.

* Refactor user-message-hook and context-hook for improved clarity and functionality

- Updated user-message-hook.js to enhance error messaging and improve variable naming for clarity.
- Modified context-hook.ts to include a new column key section, improved context index instructions, and added emoji icons for observation types.
- Adjusted footer messages in context-hook.ts to emphasize token savings and access to past research.
- Changed user-message-hook.ts to update the feedback and support message for clarity.

* fix: Critical ROI tracking fixes from PR review

Addresses critical findings from PR #111 review:

1. **Fixed incorrect discovery token calculation** (src/services/worker/SDKAgent.ts)
   - Changed from passing cumulative total to per-response delta
   - Now correctly tracks token cost for each observation/summary
   - Captures token state before/after response processing
   - Prevents all observations getting inflated cumulative values

2. **Fixed schema version mismatch** (src/services/sqlite/SessionStore.ts)
   - Changed ensureDiscoveryTokensColumn() from version 11 to version 7
   - Now matches migration007 definition in migrations.ts
   - Ensures consistent version tracking across migration system

These fixes ensure ROI metrics accurately reflect token costs.

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Co-Authored-By: Claude <noreply@anthropic.com>

* fix: Update search documentation to reflect hybrid ChromaDB architecture

The backend correctly implements ChromaDB-first semantic search with SQLite
temporal ordering and FTS5 fallback, but documentation incorrectly described
it as "FTS5 full-text search". This fix aligns all skill guides and tool
descriptions with the actual implementation.

Changes:
- Update SKILL.md to describe hybrid architecture with ChromaDB primary
- Update observations.md title and query parameter descriptions
- Update all three search tool descriptions in search-server.ts:
  * search_observations
  * search_sessions
  * search_user_prompts

All tools now correctly document:
- ChromaDB semantic search (primary ranking)
- 90-day recency filter
- SQLite temporal ordering
- FTS5 fallback (when ChromaDB unavailable)

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Co-Authored-By: Claude <noreply@anthropic.com>

* fix: Add discovery_tokens column to observations and session_summaries tables

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Co-authored-by: Claude <noreply@anthropic.com>
2025-11-16 13:36:17 -05:00
basher83 97d565e3cd Replace search skill with mem-search (#91)
* feat: add mem-search skill with progressive disclosure architecture

Add comprehensive mem-search skill for accessing claude-mem's persistent
cross-session memory database. Implements progressive disclosure workflow
and token-efficient search patterns.

Features:
- 12 search operations (observations, sessions, prompts, by-type, by-concept, by-file, timelines, etc.)
- Progressive disclosure principles to minimize token usage
- Anti-patterns documentation to guide LLM behavior
- HTTP API integration for all search functionality
- Common workflows with composition examples

Structure:
- SKILL.md: Entry point with temporal trigger patterns
- principles/: Progressive disclosure + anti-patterns
- operations/: 12 search operation files

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Co-Authored-By: Claude <noreply@anthropic.com>

* docs: add CHANGELOG entry for mem-search skill

Document mem-search skill addition in Unreleased section with:
- 100% effectiveness compliance metrics
- Comparison to previous search skill implementation
- Progressive disclosure architecture details
- Reference to audit report documentation

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Co-Authored-By: Claude <noreply@anthropic.com>

* docs: add mem-search skill audit report

Add comprehensive audit report validating mem-search skill against
Anthropic's official skill-creator documentation.

Report includes:
- Effectiveness metrics comparison (search vs mem-search)
- Critical issues analysis for production readiness
- Compliance validation across 6 key dimensions
- Reference implementation guidance

Result: mem-search achieves 100% compliance vs search's 67%

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Co-Authored-By: Claude <noreply@anthropic.com>

* feat: Add comprehensive search architecture analysis document

- Document current state of dual search architectures (HTTP API and MCP)
- Analyze HTTP endpoints and MCP search server architectures
- Identify DRY violations across search implementations
- Evaluate the use of curl as the optimal approach for search
- Provide architectural recommendations for immediate and long-term improvements
- Outline action plan for cleanup, feature parity, DRY refactoring

* refactor: Remove deprecated search skill documentation and operations

* refactor: Reorganize documentation into public and context directories

Changes:
- Created docs/public/ for Mintlify documentation (.mdx files)
- Created docs/context/ for internal planning and implementation docs
- Moved all .mdx files and assets to docs/public/
- Moved all internal .md files to docs/context/
- Added CLAUDE.md to both directories explaining their purpose
- Updated docs.json paths to work with new structure

Benefits:
- Clear separation between user-facing and internal documentation
- Easier to maintain Mintlify docs in dedicated directory
- Internal context files organized separately

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Co-Authored-By: Claude <noreply@anthropic.com>

* Enhance session management and continuity in hooks

- Updated new-hook.ts to clarify session_id threading and idempotent session creation.
- Modified prompts.ts to require claudeSessionId for continuation prompts, ensuring session context is maintained.
- Improved SessionStore.ts documentation on createSDKSession to emphasize idempotent behavior and session connection.
- Refined SDKAgent.ts to detail continuation prompt logic and its reliance on session.claudeSessionId for unified session handling.

---------

Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Alex Newman <thedotmack@gmail.com>
2025-11-11 16:15:07 -05:00
Alex Newman ca4f046777 feat: Add search skill with progressive disclosure and refactor existing skills
Enhancements:
- Added search skill with 10 HTTP API endpoints for memory queries
- Refactored version-bump and troubleshoot skills using progressive disclosure pattern
- Added operations/ subdirectories for detailed skill documentation
- Updated CLAUDE.md with skill-based search architecture
- Enhanced worker service with search API endpoints
- Updated CHANGELOG.md with v5.4.0 migration details

Technical changes:
- New plugin/skills/search/ directory with SKILL.md
- New .claude/skills/version-bump/operations/ (workflow.md, scenarios.md)
- New plugin/skills/troubleshoot/operations/ (common-issues.md, worker.md)
- Modified src/services/worker-service.ts (added search endpoints)
- Modified plugin/scripts/worker-service.cjs (rebuilt with search API)
- Reduced main skill files by 89% using progressive disclosure
- Token savings: ~2,250 tokens per session start

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Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-09 18:41:53 -05:00
Alex Newman fda069bb07 Fix GitHub issues #76, #74, #75 + session lifecycle improvements (#77)
* Refactor context-hook: Fix anti-patterns and improve maintainability

This refactor addresses all anti-patterns documented in CLAUDE.md, improving code quality without changing behavior.

**Dead Code Removed:**
- Eliminated unused useIndexView parameter throughout
- Cleaned up entry point logic

**Magic Numbers → Named Constants:**
- CHARS_PER_TOKEN_ESTIMATE = 4 (token estimation)
- SUMMARY_LOOKAHEAD = 1 (explains +1 in query)
- Added clarifying comment for DISPLAY_SESSION_COUNT

**Code Duplication Eliminated:**
- Reduced 34 lines to 4 lines with renderSummaryField() helper
- Replaced 4 identical summary field rendering blocks

**Error Handling Added:**
- parseJsonArray() now catches JSON.parse exceptions
- Prevents session crashes from malformed data

**Type Safety Improved:**
- Added SessionSummary interface (replaced inline type cast)
- Added SummaryTimelineItem for timeline items
- Proper Map typing: Map<string, TimelineItem[]>

**Variable Naming Clarity:**
- summariesWithOffset → summariesForTimeline
- isMostRecent → shouldShowLink (explains purpose)
- dayTimelines → itemsByDay
- nextSummary → olderSummary (correct chronology)

**Better Documentation:**
- Explained confusing timeline offset logic
- Removed apologetic comments, added clarifying ones

**Impact:**
- 28 lines saved from duplication elimination
- Zero behavioral changes (output identical)
- Improved maintainability and type safety

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Co-Authored-By: Claude <noreply@anthropic.com>

* Fix context-hook to respect settings.json contextDepth

The context-hook was ignoring the user's contextDepth setting from the web UI (stored in ~/.claude-mem/settings.json) and always using the default of 50 observations.

**Problem:**
- Web UI sets contextDepth in ~/.claude-mem/settings.json
- Context-hook only read from process.env.CLAUDE_MEM_CONTEXT_OBSERVATIONS
- User's preference of 7 observations was ignored, always showing 50

**Solution:**
- Added getContextDepth() function following same pattern as getWorkerPort()
- Priority: settings.json > env var > default (50)
- Validates contextDepth is a positive number

**Testing:**
- Verified with contextDepth: 7 → shows 7 observations ✓
- Verified with contextDepth: 3 → shows 3 observations ✓
- Settings properly respected on every session start

**Files Changed:**
- src/hooks/context-hook.ts: Added getContextDepth() + imports
- plugin/scripts/context-hook.js: Built output

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Co-Authored-By: Claude <noreply@anthropic.com>

* Fix context-hook to read from correct settings file location

**Critical Bug Fix:**
Previous commit read from completely wrong location with wrong field name.

**What was wrong:**
- Reading from: ~/.claude-mem/settings.json (doesn't exist)
- Looking for: contextDepth (wrong field)
- Result: Always falling back to default of 50

**What's fixed:**
- Reading from: ~/.claude/settings.json (correct location)
- Looking for: env.CLAUDE_MEM_CONTEXT_OBSERVATIONS (correct field)
- Matches pattern used in worker-service.ts

**Testing:**
- With CLAUDE_MEM_CONTEXT_OBSERVATIONS: "15" → shows 15 observations ✓
- With CLAUDE_MEM_CONTEXT_OBSERVATIONS: "5" → shows 5 observations ✓
- Web UI settings now properly respected

**Files Changed:**
- src/hooks/context-hook.ts: Fixed path and field name in getContextDepth()
- plugin/scripts/context-hook.js: Built output

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* Fix GitHub issues #76, #74, #75 + session lifecycle improvements

Bug Fixes:
- Fix PM2 'Process 0 not found' error (#76): Changed pm2 restart to pm2 start (idempotent)
- Fix troubleshooting skill distribution (#74, #75): Moved from .claude/skills/ to plugin/skills/

Session Lifecycle Improvements:
- Added session lifecycle context to SDK agent prompt
- Changed summary framing from "final report" to "progress checkpoint"
- Updated summary prompts to use progressive tense ("so far", "actively working on")
- Added buildContinuationPrompt() for prompt #2+ to avoid re-initialization
- SessionManager now restores prompt counter from database
- SDKAgent conditionally uses init vs continuation prompt based on prompt number

These changes improve context-loading task handling and reduce incorrect "file not found" reports in summaries (partial fix for #73 - awaiting user feedback).

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Co-Authored-By: Claude <noreply@anthropic.com>

* Release v5.3.0: Session lifecycle improvements and bug fixes

Improvements:
- Session prompt counter now restored from DB on worker restart
- Continuation prompts for prompt #2+ (lightweight, avoids re-init)
- Summary framing changed from "final report" to "progress checkpoint"
- PM2 start command (idempotent, fixes "Process 0 not found" error)
- Troubleshooting skill moved to plugin/skills/ for proper distribution

Technical changes:
- SessionManager loads prompt_counter from DB on initialization
- SDKAgent uses buildContinuationPrompt() for requests #2+
- Updated summary prompt to clarify mid-session checkpoints
- Fixed worker-utils.ts to use pm2 start instead of pm2 restart
- Moved .claude/skills/troubleshoot → plugin/skills/troubleshoot

Fixes:
- GitHub issue #76: PM2 "Process 0 not found" error
- GitHub issue #74, #75: Troubleshooting skill not distributed
- GitHub issue #73 (partial): Context-loading tasks reported as failed

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Co-Authored-By: Claude <noreply@anthropic.com>

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Co-authored-by: Claude <noreply@anthropic.com>
2025-11-09 16:44:58 -05:00