Astatide Conductor

Persistent objective/task-graph orchestrator for MCP-driven agent workflows.

The Conductor is a durable coordination layer between MCP-capable cockpits and the existing gateway substrate.

What Conductor is

• A persistent objective orchestrator

• A task graph manager with durable state

• An approval and policy enforcement layer

• A dispatch coordinator to Agents Gateway

• A high-level MCP cockpit surface

• Composer v1 — spec-to-verified-execution engine (planning, parallel dispatch, interaction answering, integration, verification, HTML/JSON reports)

Related MCP server: ControlKeel

What Conductor is NOT

• NOT a shell runner

• NOT a coding agent (Claude, ChatGPT, opencode, Codex)

• NOT a replacement for Agents Gateway

• NOT a direct tmux/session manager

• Does NOT bypass human approval for irreversible actions

Architecture

Any MCP-compatible cockpit (Claude / ChatGPT / Polychat / CLI / future UI)
       |
       v
   CONDUCTOR  ─── single hub (REST + MCP)
       |
       +--> Composer (spec-to-verified-execution engine)
       |
   +---+---+---+---+---------+
   |   |   |   |   |         |
   v   v   v   v   v         v
Agents Skills MCP wiki  future gateways
Gateway Gateway Gateway mcp  (mail / calendar / cloud / deploy)

Conductor is the single hub. Gateways are downstream capability providers — the MCP Gateway is one of them, not the parent of Conductor. See docs/gateway-hub.md for the full Gateway Hub architecture and docs/composer.md for the Composer spec-to-verified-execution engine. reference.

Auth model

Three modes (CONDUCTOR_AUTH__MODE):

The MCP cockpit surface at /mcp is auth-checked by the same middleware as the REST API. Unauthenticated MCP traffic gets a 401 with a JSON-RPC 2.0 error envelope (code -32001), so cockpits can parse the rejection cleanly:

{"jsonrpc":"2.0","error":{"code":-32001,"message":"..."},"id":null}

REST endpoints keep their normal FastAPI {"detail": "..."} shape — those are not JSON-RPC envelopes.

Skill validation before dispatch

A task that declares required_skills is validated against the Skills Gateway before any state transition in dispatch_task:

1. created → (validate skills) → ready → dispatched → running

2. If validation fails: task.skills_validation_failed event is emitted with the missing skills in the payload, the task is left in its original state, no agent_run row is created, no Agents Gateway call is made, and the caller receives a structured error including missing_skills.

3. If the gateway is not configured (CONDUCTOR_SKILLS_GATEWAY_URL unset or localhost), validation is a no-op and the task dispatches normally.

Capability validation before dispatch

A task may declare required_capabilities in its metadata (a JSON list of dotted capability strings like ["execution.task.create", "external.github"]). Conductor's Gateway Hub validates each capability has at least one configured+enabled provider before any state transition. Missing or degraded capabilities block dispatch and emit a task.capabilities_validation_failed event; passing emits task.capabilities_validated. See docs/gateway-hub.md.

Local dev

uv sync
uv run conductor --help
uv run conductor run --port 8093

Config

cp .env.example .env
# Edit .env as needed

Config precedence: CLI flags > env vars > YAML > defaults.

Testing

uv run pytest -q                       # 390+ tests, all offline (uses mocks)
bash scripts/e2e-local.sh              # 15/15 smoke (offline, pre-existing)
bash scripts/e2e-local-gateway-hub.sh  # 17/17 gateway hub smoke (offline)

Docker

docker compose config
docker compose up -d --build

Live E2E (real gateway)

Two live E2E pathways, both refusing to run without credentials:

See docs/live-e2e.md for the env var list, expected output, and interpretation guide.

Deployment modes

Edge-auth-only personal mode

Cloudflare Access protects hostname. App uses dev-none or internal-only.

Defense-in-depth production mode

Cloudflare Access + app validates Cloudflare Access JWTs.

Known limitations

• LLM planner is not built; deferred to a later milestone.

• Autonomous loop mode is not built; deferred.

• Harness/tmux runtime is not built; only the existing Mock/HTTP Agents Gateway clients are exercised.

• Live E2E only runs when real gateway credentials are provided. The scripts exit 2 and list the missing env vars otherwise.

• Skills validation requires Skills Gateway configuration.

• The MCP Gateway downstream client supports health / version / tools/list / tools/call — a standard MCP surface. Custom gateway deployments with a different surface may need a new client adapter.

• Capability catalog is static per gateway kind for this milestone. Dynamic discovery is planned for a later milestone.

• Conductor does NOT run shell commands, NOT bypass Agents Gateway, NOT bypass human approval for irreversible actions.