copilot-graph-spec

Copilot-native spec-driven development (SDD) workflow — constitution → specify → plan → tasks → analyze → implement — backed by a local Python MCP server that serves a unified graph of your code structure and spec/artifact traceability.

The differentiator is context efficiency: agents query the graph for pointers (path + line span + signature) and fetch only the exact spans they need via graph_read_span — they never read whole files. That's what keeps context small on large projects.

Install

pip install copilot-graph-spec        # or: uv tool install copilot-graph-spec
cd /path/to/your-project
copilot-graph-spec init                # scaffold .vscode/mcp.json, .github/{agents,prompts,
                                       # instructions}, spec/{constitution.md,templates}
copilot-graph-spec index .             # build .graph/graph.db
copilot-graph-spec embed               # populate embeddings for hybrid search

What you get

• 8 graph_* MCP tools for pointer-based code + spec exploration (search, outline, symbol lookup, neighbors, impact/blast-radius, subgraph, exact-span reads, spec↔code traceability).
• Hybrid search — FTS5 lexical, fused with sqlite-vec semantic search (reciprocal-rank fusion) once embeddings are computed.
• Language-agnostic indexing via tree-sitter (Python, JavaScript, TypeScript, TSX out of the box; pluggable for more).
• Traceability graph over spec → requirement → plan_item → task, with automatic coverage-gap detection.
• Incremental indexing and a polling watch mode.
• 5-stage SDD workflow as VS Code custom agents + prompts, wired to the graph tools.

Full documentation, architecture, CLI reference, and the user manual live in the GitHub repository — see the README and docs/USER_GUIDE.md.

Licensed under MIT.