Add blue_alignment_play MCP tool for multi-expert deliberation:
- Core alignment module with Expert, Round, ExpertResponse types
- Panel templates: Infrastructure, Product, ML, Governance, General
- Ollama integration for running expert rounds until convergence
- Dialogue markdown generation with SQLite tracking
- RFC linking support
Also removes dead code (ADR 0010: No Dead Code).
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
The stop_sequences contained "```" which caused the model to stop
immediately after outputting "```yaml", truncating the entire response.
Also wrap blocking indexer operations in spawn_blocking to avoid
runtime conflicts with reqwest::blocking::Client.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Implements the AI-powered indexing component of RFC 0010:
- Add indexer module with LlmProvider abstraction
- Integrate qwen2.5:3b via Ollama for local file analysis
- Extract summaries, relationships, and symbols from source files
- Support partial indexing for files >1000 lines
- Wire indexer to all CLI index commands (--all, --diff, --file, --refresh)
The indexer generates structured YAML output with:
- One-sentence file summaries
- Relationship descriptions for semantic search
- Symbol-level indexing with line numbers
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Adds the foundation for AI-maintained semantic file indexing:
Schema (v4 migration):
- file_index table with summary, relationships, prompt_version
- symbol_index table with name, kind, line numbers, description
- FTS5 virtual tables for full-text search
CLI commands (blue index):
- --all: Bootstrap full index
- --diff: Index staged files (for pre-commit hook)
- --file: Single file indexing
- --refresh: Re-index stale entries
- --install-hook: Install git pre-commit hook
- status: Show index freshness
MCP tools:
- blue_index_status: Get index stats
- blue_index_search: FTS5 search across files/symbols
- blue_index_impact: Analyze change blast radius
- blue_index_file: Store AI-generated index data
- blue_index_realm: List all indexed files
Remaining work: Ollama integration for actual AI indexing.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Spike investigation into AI-maintained semantic indexing for realms.
12-expert dialogue refined through 6 rounds to 96% alignment.
Key decisions:
- Storage: SQLite + FTS5, relationships stored at index time
- Triggers: Git pre-commit hook on diff, --all for bootstrap
- Model: Qwen2.5:3b via Ollama (speed/quality sweet spot)
- Granularity: Symbol-level with line numbers
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
RFC 0008: Status updates now sync to markdown files, not just DB
RFC 0009: Add Audit as first-class document type, rename blue_audit to
blue_health_check to avoid naming collision
Also includes:
- Update RFC 0005 with Ollama auto-detection and bundled Goose support
- Mark RFCs 0001-0006 as Implemented
- Add spikes documenting investigations
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Per RFC 0003, Blue-tracked documents live in per-repo .blue/ directories.
ADRs needed for semantic adherence checking.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
RFC 0004: ADR Adherence
- 4 layers: Awareness, Relevance, Verification, Documentation
- AI-powered relevance matching for philosophical ADRs
- Graceful degradation: AI → keywords
RFC 0005: Local LLM Integration
- Embed Ollama for semantic tasks and agentic coding
- CUDA > MPS > CPU backend priority (runtime detection)
- Goose integration via shared Ollama instance
- Daemon model with health checks and crash recovery
- Port conflict handling, binary verification, ARM64 support
Both RFCs reached 95% confidence via 12-expert alignment process.
Includes supporting spikes:
- adr-adherence
- local-llm-integration
- agentic-cli-integration
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
