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Author SHA1 Message Date
Claude Code
55dd5951ea feat: implement LLM integration for team composition engine
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Resolves WHOOSH-LLM-002: Replace stubbed LLM functions with full Ollama API integration

## New Features
- Full Ollama API integration with automatic endpoint discovery
- LLM-powered task classification using configurable models
- LLM-powered skill requirement analysis
- Graceful fallback to heuristics on LLM failures
- Feature flag support for LLM vs heuristic execution
- Performance optimization with smaller, faster models (llama3.2:latest)

## Implementation Details
- Created OllamaClient with connection pooling and timeout handling
- Structured prompt engineering for consistent JSON responses
- Robust error handling with automatic failover to heuristics
- Comprehensive integration tests validating functionality
- Support for multiple Ollama endpoints with health checking

## Performance & Reliability
- Timeout configuration prevents hanging requests
- Fallback mechanism ensures system reliability
- Uses 3.2B parameter model for balance of speed vs accuracy
- Graceful degradation when LLM services unavailable

## Files Added
- internal/composer/ollama.go: Core Ollama API integration
- internal/composer/llm_test.go: Comprehensive integration tests

## Files Modified
- internal/composer/service.go: Implemented LLM functions
- internal/composer/models.go: Updated config for performance

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

Co-Authored-By: Claude <noreply@anthropic.com>
 2025-09-21 21:57:16 +10:00
Claude Code
131868bdca feat: Production readiness improvements for WHOOSH council formation 
Major security, observability, and configuration improvements:

## Security Hardening
- Implemented configurable CORS (no more wildcards)
- Added comprehensive auth middleware for admin endpoints
- Enhanced webhook HMAC validation
- Added input validation and rate limiting
- Security headers and CSP policies

## Configuration Management
- Made N8N webhook URL configurable (WHOOSH_N8N_BASE_URL)
- Replaced all hardcoded endpoints with environment variables
- Added feature flags for LLM vs heuristic composition
- Gitea fetch hardening with EAGER_FILTER and FULL_RESCAN options

## API Completeness
- Implemented GetCouncilComposition function
- Added GET /api/v1/councils/{id} endpoint
- Council artifacts API (POST/GET /api/v1/councils/{id}/artifacts)
- /admin/health/details endpoint with component status
- Database lookup for repository URLs (no hardcoded fallbacks)

## Observability & Performance
- Added OpenTelemetry distributed tracing with goal/pulse correlation
- Performance optimization database indexes
- Comprehensive health monitoring
- Enhanced logging and error handling

## Infrastructure
- Production-ready P2P discovery (replaces mock implementation)
- Removed unused Redis configuration
- Enhanced Docker Swarm integration
- Added migration files for performance indexes

## Code Quality
- Comprehensive input validation
- Graceful error handling and failsafe fallbacks
- Backwards compatibility maintained
- Following security best practices

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

Co-Authored-By: Claude <noreply@anthropic.com>
 2025-09-12 20:34:17 +10:00
Claude Code
37cbb99186 Implement complete Team Composer service for WHOOSH MVP 
Add sophisticated team formation engine with:
- Task analysis and classification algorithms
- Skill requirement detection and mapping
- Agent capability matching with confidence scoring
- Database persistence with PostgreSQL/pgx integration
- Production-ready REST API endpoints

API endpoints added:
- POST /api/v1/teams (create teams with analysis)
- GET /api/v1/teams (list teams with pagination)
- GET /api/v1/teams/{id} (get team details)
- POST /api/v1/teams/analyze (analyze without creating)
- POST /api/v1/agents/register (register new agents)

Core Team Composer capabilities:
- Heuristic task classification (9 task types)
- Multi-dimensional complexity assessment
- Technology domain identification
- Role-based team composition strategies
- Agent matching with skill/availability scoring
- Full database CRUD with transaction support

This moves WHOOSH from basic N8N workflow stubs to a fully
functional team composition system with real business logic.

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

Co-Authored-By: Claude <noreply@anthropic.com>
 2025-09-08 11:23:28 +10:00