Team-Based ATDD Workflow
Orchestrate an agent team that follows the Acceptance Test Driven Development workflow. The team lead coordinates specialist agents through six phases. Each phase is run by a fresh agent invocation — no agent persists across phases.
Why fresh per phase
A long-lived agent's context compacts as a feature runs for hours. Compaction silently erodes role identity and discipline: agents lose their role, invent constraints that do not exist, and skip expensive-but-required steps. A fresh per-phase agent reloads its instructions clean — the same insight as the engineer plugin's per-skill model. The "team" exists for parallelism across features, not for keeping agents alive within one feature.
Team Detection
Before spawning phase agents, check for existing teams:
- Read
feature handoffs and Codex custom-agent notesto list active teams. - If a team exists, present the user with a choice:
- Extend — run the ATDD phases for this feature alongside the existing team.
- Replace — shut down the existing team and run ATDD fresh.
- New team — run the ATDD pipeline as a separate team.
If no team exists, proceed directly.
Roles
Each phase is run by a fresh agent invocation scoped to that phase, then ended.
| Role | Maps to | Owns phase |
|---|---|---|
spec-writer |
discuss, discover-acs, atdd spec step | 1 Spec Writing |
reviewer |
spec-guardian agent | 2 Spec Review |
implementer |
atdd impl, pipeline-builder | 3 Pipeline Gen, 4 Implementation |
refiner |
the engineer plugin's refine skill |
5 Refine |
architect |
consistency-check, crap-analyzer, atdd-mutate | 6 Verify & Harden |
The team lead (the orchestrating agent or user) owns the workflow, approves
all work, enforces discipline, and verifies the agent_id independence binding.
The team lead never delegates approval — specs are the team lead's contract.
Coordination rules
- Durable handoffs, not chat. Each phase ends by writing a handoff summary
to
features/NNN-slug/handoffs/(the engineer plugin's handoff contract, with theexit_criteriablock). The next phase's fresh agent reads the prior handoff for context — coordination survives a context compaction. - Phase gate = checkpoint exit criteria. A phase is done only when its
handoff asserts every exit criterion met (Foundation Design Section 8). Before
starting a phase, verify the prior checkpoint is complete — run the engineer
plugin's
scripts/dae_handoff.py <feature-dir> --through <prior-cp>. agent_idindependence (Principle 7). Each phase handoff records itsagent_id. Thearchitect'sagent_idMUST differ from both theimplementer's and therefiner's — the verifier verifies neither its own code nor its own refinement. The team lead checks this.- Role boundary. The
implementertakes the code to green only — it does NOT do deep refactoring; that is therefiner's phase. Every phase handoff states explicitly what was NOT done and what is left for the next role. - Per-phase anchor. Each phase agent's spawn prompt embeds a
reorient-style anchor: role, autonomy level, the prior handoff, the phase's exit criteria, and the non-negotiables. Seereferences/prompts.md.
Workflow Phases
Execute phases strictly in order. Each phase spawns a fresh agent, ends with a durable handoff, and is gated on the prior checkpoint's exit criteria.
Before Phase 1, create one Codex plan item per phase of this workflow
(Phases 1–6), all at once — the full list up front, as a roadmap. Flip each
todo to in_progress / completed as you go. See
${PLUGIN_ROOT}/references/progress-indicator.md.
Phase 1 — Spec Writing
Assign to: a fresh spec-writer agent.
Instruct it to:
- Read the existing codebase to understand domain language
- Write the feature's
spec.mdin standard Gherkin - Use ONLY external observables — no implementation language
- Follow the standard Gherkin format from the atdd skill
- End with a handoff summary
Gate: Team lead reviews and approves the specs (Checkpoint 3 exit criteria). Do not proceed until approved.
For the detailed prompt template, see references/prompts.md — Phase 1.
Phase 2 — Spec Review
Assign to: a fresh reviewer agent.
Run the spec-guardian agent to audit spec.md for implementation leakage:
class/function names, database tables, API endpoints, framework terms, internal
state. Also verify one behavior per scenario and clarity for non-developers.
Gate: The reviewer's handoff reports findings. The team lead decides whether the spec needs revision. If revisions are needed, return to Phase 1.
For the detailed prompt template, see references/prompts.md — Phase 2.
Phase 3 — Pipeline Generation
Assign to: a fresh implementer agent (or the team lead).
Generate the project-specific test pipeline — the pipeline-builder agent
produces the generator + step handlers + runner; dae_gherkin.py is the
portable, shipped parser. Run the acceptance tests — they must fail (red).
If they pass, either the behavior exists or the generator is wrong.
Gate: Acceptance tests fail as expected. Pipeline is functional.
For the detailed prompt template, see references/prompts.md — Phase 3.
Phase 4 — Implementation
Assign to: a fresh implementer agent.
Instruct it to:
- Run acceptance tests — confirm they fail
- Pick the simplest failing acceptance test
- Write a unit test, then minimal code to pass it
- Refactor in-the-small, repeat until that acceptance test passes
- Move to the next failing acceptance test
- Continue until ALL acceptance + unit tests pass
Rules for the implementer:
- Never modify
spec.md— it is the contract - Never modify generated test files — only regenerate
- Take the code to green only — deep refactoring is the
refiner's phase - If a spec seems wrong, stop and ask the team lead
Gate: Both test streams green (Checkpoint 5 exit criteria).
For the detailed prompt template, see references/prompts.md — Phase 4.
Phase 5 — Refine
Assign to: a fresh refiner agent.
After both test streams are green, the refiner runs the engineer plugin's
refine skill — the post-green code-improvement pass (reuse, quality, and
efficiency lenses; every proposal charter-filtered). This is the dedicated
improvement pass that the implementer does NOT do inline.
Gate: Checkpoint 6 exit criteria — refine ran, both streams still green, charter filter applied to every proposal.
For the detailed prompt template, see references/prompts.md — Phase 5.
Phase 6 — Verify & Harden
Assign to: a fresh architect agent — agent_id MUST differ from the
implementer's and the refiner's.
Independent verification and hardening:
consistency-check— artifacts agreecrap-analyzer— CRAP + coverage (Checkpoint 7)- mutation testing — driven by the charter's mutation policy, not agent discretion. If the charter mandates mutation, it runs; the architect does not get to skip it because it is slow. (Checkpoint 8)
Gate: Checkpoints 7 + 8 exit criteria met.
For the detailed prompt template, see references/prompts.md — Phase 6.
After Completion
When all phases pass:
- Run both test streams one final time to confirm green
- Ask the user whether to commit (do not auto-commit)
- Ask whether to iterate with the next feature (return to Phase 1) or stop
Tips for Team Leads
- Never delegate spec approval. Specs are the team lead's contract.
- Each phase is a fresh agent. Do not keep one agent alive across phases — that is the erosion the per-phase model exists to prevent.
- Verify the
agent_idbinding. The architect must not be the implementer or the refiner — verification independence (Principle 7). - Read the handoff, not the chat. A phase's durable handoff is the input to the next phase; it survives a compaction, a chat message does not.
- Scope tightly. One feature per pipeline. Do not spec the whole system.
Additional Resources
Reference Files
For detailed prompt templates for each phase:
references/prompts.md— per-phase agent spawn prompts, each with the anchor block and the handoff-ending instruction.