orchestrator/agent-team/README.md

# agent-team — R720 Plane-2 SDLC pipeline

The durable, human-gated agentic SDLC pipeline for the R720 (`sh-secrev` VM),
design: `../docs/r720-agent-team-design.md`. A task flows INTAKE → CLARIFY (the
human gate) → PLAN → REVIEW, and (opt-in, deploy-gated) → BUILD → VERIFY → draft
PR. Every stage is durable and resumable (LangGraph + a SQLite checkpointer);
the human gate suspends on `interrupt()` and resumes on a real answer.

```
INTAKE → CLARIFY (Claude, human gate) → PLAN (Claude) → REVIEW (GPT-4.1)
                                            ▲                │
                                            └── loop-back ───┤
                                                approve/escalate → END
        (P3, opt-in + INERT until the CI gate clears):
                              approve → BUILD (DeepSeek) → VERIFY (ci_gate) → draft PR
```

> **Status (2026-06-18).** P1 (human gate) + P2 (planner + adversarial review
> loop) + the live runtime (coordinator, Slack/GitHub/Claude-Code transports,
> intake) + P3-inert (build/verify subgraph, opt-in) + P4 (more transports +
> GitHub-issue intake) are **built, reviewed, and merged to main** (~795 tests).
> **Nothing is provisioned**: not rsync'd to the box, no live tokens, no
> systemd, no live CI. Production default runs **P2** (no builders).
> **Deploy-gated / not yet built:** the P3 *live* CI apply/verify + OIDC role
> (held behind `/sh-security-review` + the mandatory GPT-4.1 cross-review), and
> all provisioning. See the project memory `project_r720_agent_team` and §7 of
> the design for the phased rollout.

## Layout

```
agent-team/
  run-team.py                  # operator CLI: init-db, list/show/answer/expire/
                               #   force-resume (ledger), start (intake), serve (daemon),
                               #   intake-github
  agent_team/                  # importable package (snake_case)
    coordinator.py             # the live runtime keystone: invoker→graph→ResumeWorker;
                               #   start_task / submit_answer / drain / tick / recover / serve
    graph.py                   # LangGraph wiring: P1 (intake→clarify→plan) + opt-in P2
                               #   review loop + opt-in P3 build/verify subgraph
    invoker.py                 # §3.1 real Claude path (subscription-OAuth / API / Bedrock)
    invoker_multi.py           # WS1 in-process non-Claude invokers (GPT-4.1 / DeepSeek /
                               #   Gemini via the orchestrator's models.py); bind_multi_invoker()
    api.py                     # WS1 FastAPI HTTP API (bearer auth, 127.0.0.1:8765) — SEPARATE
                               #   opt-in process (api.serve()), NOT started by the coordinator
    billing.py                 # §3.1 claude_invoke billing-mode seam
    ci_gate.py                 # §3.3.2 pure-code authenticated-Checks PASS/FAIL gate
    task_model.py / state_store.py
    db/{schema.py,schema.sql}  # SQLite ledger DDL + BEGIN IMMEDIATE compare-and-set
    ledger.py / responder.py / resume_worker.py / deadline_timer.py / recovery.py
    operator_cli.py
    nodes/                     # pipeline stages + their model bindings
      clarifier.py + clarifier_llm.py     # human gate (Claude)
      planner.py                          # plan (Claude)
      review_loop.py + review_loop_llm.py # adversarial review (GPT-4.1 via orchestrator)
      builders.py + builders_llm.py       # candidate diff (DeepSeek) — INERT, proposes only
      verifier.py + verifier_llm.py       # ci_gate sole PASS authority; LLM = fix-proposer
      build_verify_subgraph.py            # P3 BUILD→VERIFY topology (opt-in)
      handbook.py                         # WS5 load_handbook_conventions (handbook seam,
                                          #   fail-safe → "" if dir missing); planner context
      dispatch_invoker.py                 # WS3 auto-dispatch node — INERT (NOT wired live)
    transport/                 # one adapter contract + a live impl per channel
      base.py                  # Transport ABC + QuestionSet / NormalizedAnswer
      slack_adapter.py + slack_live.py + slack_listener.py   # Block Kit + Socket Mode + /new-task
      github_adapter.py + github_live.py + github_intake.py  # issue-comment + issue intake
      claude_code_adapter.py + claude_code_live.py           # file-drop responder
  scripts/                     # deploy-r720-ws-rollout.sh — attended WS0–WS5 UPDATE of the box
  ci/                          # §3.3.2 split-job CI apply/verify workflow (DEPLOY-GATED)
  systemd/                     # agent-team-coordinator.service (not installed)
  DEPLOY-R720.md               # provisioning runbook (snapshot-first, rsync, tokens, demo)
  tests/                       # pytest, one module per source module + sim harness
```

The Claude Code plugin lives in a sibling top-level dir, `../sea-haven-claude-plugin/`
(CLAUDE.md, settings.template.json, `hooks/user_prompt_submit.py`): a
`UserPromptSubmit` hook that forwards `/delegate <task>` prompts from Claude Code
to the HTTP API's `POST /tasks` (env `AGENT_TEAM_API_URL` / `AGENT_TEAM_API_TOKEN`).

The top directory is kebab-case (`agent-team/`); the importable package is
snake_case (`agent_team/`), per the engineering handbook.

## Key design points

- **Durable human gate (§3.3.1).** The `pending_questions` ledger is the single
  source of truth for the question lifecycle. Every race (duplicate answers,
  transport redelivery, answer-vs-timeout) resolves via one atomic
  compare-and-set against `status`, inside a `BEGIN IMMEDIATE` transaction —
  first-answer-wins (`rowcount == 1`), late/duplicate ignored. The LangGraph
  `SqliteSaver` checkpointer shares the same DB file.
- **Fail-safe model seams.** Every node treats model output as untrusted and
  fails SAFE: garbage never clears the 98% clarifier gate, never auto-approves a
  plan, never fabricates a build success, and the verifier's `ci_gate` is the
  **sole** PASS authority (the LLM is structurally a fix-proposer only).
- **Inbound auth (§3.3.1).** The Slack Socket Mode listener authorizes the
  **sender** against an owner allowlist (`AGENT_TEAM_SLACK_OWNER_IDS`,
  fail-closed) on top of the open-status CAS anti-replay.
- **Billing seam (§3.1).** Claude runs under subscription OAuth on the box;
  GPT-4.1 (review) and DeepSeek (builders) route through the local orchestrator
  `run.py`. Switching Claude billing is a config flip.

## WS0–WS5 rollout glossary

The "WS-rollout" (workstreams 0–5) layered HTTP/integration surfaces onto the
P1–P4 pipeline. What is **live** vs **inert** after the rollout:

| WS | What it adds | Live? |
|---|---|---|
| WS1 | `invoker_multi.py` (in-process GPT-4.1 / DeepSeek / Gemini via the orchestrator's `models.py`) + `api.py` (FastAPI HTTP API, bearer auth via `AGENT_TEAM_API_TOKEN`, binds `127.0.0.1:8765`, `/docs`+`/openapi` disabled, concurrency-capped) | `bind_multi_invoker()` wired in `run-team.py` `_cmd_serve` (LIVE); the **HTTP API is a separate opt-in process** (`api.serve()`), NOT started by the coordinator |
| WS5 | `nodes/handbook.py` `load_handbook_conventions` (reads `SEA_HAVEN_HANDBOOK_DIR` or `~/.sea-haven/engineering-handbook`, fail-safe → `""`); `retriever.py` `save_memory` writes to a `_box-drafts/` review queue | LIVE — the planner prompt receives the handbook via the `context_provider` seam in `run-team.py` `_build_coordinator` |
| WS2/WS0/WS4 | Slack `/new-task` slash command (AUTHZ-01 owner-allowlist gated) → `Coordinator.set_new_task_callback`; the `sea-haven-claude-plugin/` (CLAUDE.md, settings, `/delegate` `UserPromptSubmit` hook) | LIVE (`/new-task` wired in `serve`); the plugin/HTTP-API path is opt-in |
| WS3 | `nodes/dispatch_invoker.py` (auto-dispatch LangGraph node) + graph/coordinator wiring | **INERT — NOT wired live.** The `agent-apply` GitHub Environment human-approval gate is KEPT; the P3 dispatch/build-verify path stays inert pending per-task `run_id` plumbing + a CI-boundary security re-review |

The HTTP API endpoints: `POST /tasks` (start a task), `GET /tasks/{thread_id}`
(status), `POST /orchestrator/invoke` (one-shot model invoke). See
`DEPLOY-R720.md` for the WS-rollout deploy (`scripts/deploy-r720-ws-rollout.sh`).

## Running the tests

```
cd agent-team
python3 -m pytest -q          # conftest puts the package on sys.path; no install needed
```

## Deploy

Deploy-gated. See `DEPLOY-R720.md` for the provisioning runbook (VM snapshot
first, rsync, venv deps, `~/secrev.env` tokens, `init-db`, systemd, and the live
P1 exit-criteria demo). Secrets are never committed.