d44427e71f
- README architecture diagram now shows two MCP servers (supervisor + brain) with the brain hosted by ingestion directly. - Connect-a-project example includes both servers. - .context/PROJECT.md replaces the boilerplate "Knowledge base access" block with the actual hyperguild MCP endpoints. - Adapters regenerated via task context:sync. Captures the transitional state where two MCPs coexist; the supervisor MCP will shrink as skill workers move to SKILL.md. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
121 lines
4.2 KiB
Markdown
121 lines
4.2 KiB
Markdown
# hyperguild
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An MCP server that acts as a disciplined AI supervisor for Claude Code sessions.
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Instead of letting Claude Code do whatever it wants, hyperguild enforces structured
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workflows (TDD red/green/refactor), logs every session, and accumulates learnings
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into a searchable brain.
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## How it works
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```
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Your Claude Code session (in any project)
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│
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│ MCP over HTTP (Tailscale)
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├──▶ supervisor :3200 (NodePort 30320 on koala) — skill workers: tdd, debug, spec, …
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└──▶ brain :3300 (NodePort 30330 on koala) — brain_query, brain_write, brain_ingest, session_log
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│
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└─ also serves the legacy REST endpoints (/query, /write, /ingest, …)
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│
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▼
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brain/
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├── sessions/ — JSONL log, one file per session_id
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├── wiki/ — searchable knowledge (full-text)
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│ ├── concepts/
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│ ├── entities/
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│ └── sources/
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├── raw/ — retrospective output, staged for review
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└── training-data/ — SFT/DPO/RL data (Phase 2)
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```
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## Phase 1 tools (available now)
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| Tool | What it does |
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|------|-------------|
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| `tdd_red` | Writes a failing test for a spec, verifies it fails |
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| `tdd_green` | Writes the minimal implementation to make tests pass |
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| `tdd_refactor` | Cleans up implementation while keeping tests green |
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| `session_log` | Appends a structured entry to the session JSONL log |
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| `retrospective` | Reads the session log, identifies novel learnings, writes to brain/raw/ |
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| `brain_query` | Full-text search over brain/wiki/ |
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| `brain_write` | Writes a note to brain/raw/ (with optional YAML frontmatter) |
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| `tier` | Returns the current connectivity tier (1=cloud, 2=LAN, 3=offline) |
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## Start the servers
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```bash
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# Requires goreman: go install github.com/mattn/goreman@latest
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task start # starts ingestion (:3300) + supervisor (:3200) via goreman
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task stop # kills both by port
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```
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## Connect a project
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Create `.mcp.json` in your project root:
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```json
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{
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"mcpServers": {
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"supervisor": {
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"type": "http",
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"url": "http://koala:30320/mcp"
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},
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"brain": {
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"type": "http",
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"url": "http://koala:30330/mcp"
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}
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}
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}
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```
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Two MCP servers are exposed today, both reachable over Tailscale:
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- **`supervisor`** at `koala:30320` — skill workers (`tdd_red/green/refactor`,
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`review`, `debug`, `spec`, `retrospective`, `trainer`, `tier`).
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- **`brain`** at `koala:30330` — knowledge access (`brain_query`, `brain_write`,
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`brain_ingest`, `brain_ingest_raw`) and `session_log`. Hosted by the ingestion
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service directly, no separate pod.
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No local binary or stdio shim is required — Claude Code talks to both via HTTP.
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Open Claude Code in your project — run `/mcp` to confirm both servers are listed.
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## A typical TDD session
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```
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1. Call tdd_red → spec in, failing test file out
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2. Call tdd_green → test path in, implementation out
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3. Call tdd_refactor → impl + test in, cleaned code out
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4. Call session_log → log each phase result
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5. Call retrospective → extracts learnings → brain/raw/
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6. Review brain/raw/, move worthy notes to brain/wiki/concepts/
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7. Future sessions: call brain_query to retrieve relevant context
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```
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## Tier detection
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The supervisor probes connectivity at call time:
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| Tier | Label | Condition |
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|------|-------|-----------|
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| 1 | full-online | Can reach api.anthropic.com |
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| 2 | lan-only | Can reach LiteLLM but not Anthropic |
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| 3 | airplane | No external connectivity |
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## Key env vars
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| Variable | Default | Purpose |
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|----------|---------|---------|
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| `INGEST_BRAIN_DIR` | `../brain` | Brain directory for ingestion server |
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| `INGEST_PORT` | `3300` | Ingestion server port |
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| `SUPERVISOR_CONFIG_DIR` | `./config/supervisor` | Skill discipline files |
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| `SUPERVISOR_SESSIONS_DIR` | `./brain/sessions` | JSONL session logs |
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| `INGEST_BASE_URL` | `http://localhost:3300` | Supervisor → ingestion |
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| `LITELLM_BASE_URL` | — | LiteLLM proxy for Tier 2 model routing |
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## Phase 2 (planned)
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- `review` skill — structured code review with iron law enforcement
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- `debug` skill — hypothesis-driven debugging sessions
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- `spec` skill — generates specs from conversations
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- `trainer` — extracts SFT/DPO pairs from session logs for fine-tuning
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