Subagent Driven Development

subagent-driven-development

One task, one fresh subagent, two reviews, proof on a fresh run. Routed to by /sprint (full plan, autonomous) and by executing-plans (one batch at a time, with human checkpoints between batches). The loop processes tasks in dependency order and never trusts a self-report.

Pre-flight

Read these, or STOP and surface the gap — never guess scope, command, or obligation:

• {{PROJECT_DIR}}/.codearbiter/CONTEXT.md — the stage: frontmatter (the maturity value) and project context.
• {{PROJECT_DIR}}/.codearbiter/plans/<slug>.md — the approved plan. Each task carries an exact path set and a verification command. This is the task source.
• {{PROJECT_DIR}}/.codearbiter/specs/<slug>.md — the approved spec. Each task's obligation traces to it. The spec-compliance review measures against it.
• {{PROJECT_DIR}}/.codearbiter/tech-stack.md — build, test, and verification invocations; file layout; the scope-to-author mapping.
• {{PROJECT_DIR}}/.codearbiter/security-controls.md — only when a task touches a security boundary (auth, crypto, secrets, a trust boundary).

Optional scope parameter: when invoked by executing-plans, a list of task IDs is passed. The loop processes only those tasks (in their internal dependency order). When scope is absent (the /sprint path), the loop processes the full plan from first unblocked task to last.

Phase 1 — Task selection · gate: BLOCK

Pull the next unblocked task from the plan in dependency order. When a scope was passed, restrict selection to tasks in that list. A task is one verifiable unit of work with a path set, a spec obligation, and a verification command.

• Confirm every dependency task is ACCEPTED before selecting.
• Confirm no unresolved [CONFIRM-NN] blocks the task. One that does halts the loop — see Hard rules.

Gate: exactly one task selected, dependency-clean, with its spec obligation and verification command in hand.

Phase 2 — Implementation dispatch · gate: BLOCK

Farm path (when <slug>.plan.json exists alongside the .md plan): skip the subagent dispatch loop below and follow {{PLUGIN_ROOT}}/skills/subagent-driven-development/references/farm-dispatch.md. The farm path replaces only the authoring step for the plan's tasks (cheap Zen workers under hard gates instead of premium subagents); it does not replace review — every task the farm reports green is still routed through Phases 3–5 before acceptance. The cost arbitrage is in who writes the code, never in whether it is reviewed. In brief: select a model (canary-probe with a cache→websearch fallback ladder), {{IF:pi}}invoke the trusted codearbiter_farm_preview tool with the project-relative plan path{{ELSE}}dispatch tools/farm.js{{END}}, honor a circuit-breaker abort as a hard-gate STOP, then for each result either accept-after-Phases-3–5 (green) or re-dispatch via premium Phase 2 (escalate). Results stream to .farm/farm-results.jsonl and are consumed in completion order — Phase 3 + Phase 5 per green task as it lands, Phase 4 still the once-per-scope barrier (reconcile against farm-report.json on abort). The reference has the full step-by-step.

Normal path (no plan.json): dispatch ONE fresh subagent for the selected task — backend-author, frontend-author, or infra-author by the scope mapping in tech-stack.md ({{PLUGIN_ROOT}}/agents/<name>.md). A fresh context per task is the whole point: no carried-over assumptions, no accumulated drift.

The subagent works test-first by routing through the tdd skill — no implementation code before tdd Phase 1. Brief it with the task's path set, its spec obligation, and its verification command. Nothing else from prior tasks leaks in.

Gate: the subagent reports tdd complete — all six phases green. A tdd BLOCK halts the loop; do not re-dispatch around it.

Phase 3 — Spec-compliance review · gate: BLOCK

Did the change satisfy the task's obligation? Measure the result against the spec line the task traces to — not against whether tests merely pass.

• Every acceptance claim in the task's obligation is met by the change.
• Scope is clean: nothing implemented beyond the task; nothing required by it omitted.
• Out-of-scope work the subagent noticed is recorded with an inline [NEEDS-TRIAGE] marker — never acted on inside this task.

Gate: the obligation is fully satisfied and scope is clean. A shortfall returns the task to Phase 2 with a corrective brief.

Phase 4 — Quality review (once per scope) · gate: BLOCK

Runs ONCE per scope — after every task in the current scope has cleared Phase 3 and Phase 5 — over the combined diff of the scope, not per 2–5-minute task. Per-task review at that granularity costs more context than the work and catches nothing the batch diff doesn't; the batch boundary is where review pays. (A scope of one task reviews that task's diff — same rule, degenerate case.)

Dispatch the reviewers applicable to what the combined diff touches, then finding-triage ({{PLUGIN_ROOT}}/agents/finding-triage.md) to classify every finding by severity. Select reviewers by the diff, not blanket — dispatching an irrelevant reviewer wastes a context:

• security-reviewer ({{PLUGIN_ROOT}}/agents/security-reviewer.md) — any security-relevant path (authn/authz, deploy, CI, trust boundary).
• auth-crypto-reviewer ({{PLUGIN_ROOT}}/agents/auth-crypto-reviewer.md) — auth, crypto, key, or secret changes.
• dependency-reviewer ({{PLUGIN_ROOT}}/agents/dependency-reviewer.md) — package.json / lockfile / base-image changes.
• migration-reviewer ({{PLUGIN_ROOT}}/agents/migration-reviewer.md) — DB migration add/modify.

(Do NOT dispatch grader or scout — they are INTERNAL to decision-variance and must never be dispatched here.) If the change touches none of the above domains, the quality bar is tdd's own gates plus coverage-auditor (already run in tdd Phase 4) — record that and proceed.

• A security CRITICAL finding halts the loop — see Hard rules.
• A HIGH finding returns the offending task(s) — attributed by file — to Phase 2; the scope's quality review re-runs over the corrected combined diff.
• MEDIUM and LOW findings are recorded; the user decides whether they block.

Gate: no CRITICAL, no HIGH across the scope's combined diff. Nothing in the scope is ACCEPTED until this passes.

Phase 5 — Verification · gate: BLOCK

Verification-before-completion: apply the shared fresh-run discipline in {{PLUGIN_ROOT}}/includes/fresh-verification.md, with the task's verification command from the plan as the target. Run it yourself in a clean invocation; do not accept a logged result from Phase 2. A non-zero exit, or output that does not demonstrate the obligation, returns the task to Phase 2.

Gate: the verification command exits clean and its output demonstrates the obligation. Only then.

Phase 6 — Accept and advance · gate: BLOCK

Mark the task ACCEPTED only when its spec-compliance review and fresh verification passed AND the scope's Phase 4 quality review passed. Record acceptance in the plan file itself — set the task's status cell in .codearbiter/plans/<slug>.md to ACCEPTED the moment it is accepted, plus any [NEEDS-TRIAGE] markers and the .codearbiter/ audit trail. The plan's status column is the pipeline's resume ledger: an interrupted run is re-entered at the first non-ACCEPTED task, and an acceptance that lives only in conversation context is lost to the interruption.

• Tasks remain in the current scope → return to Phase 1.
• Scoped invocation (scope was passed by executing-plans): all scoped tasks ACCEPTED → signal batch complete and return to executing-plans. Do NOT hand to commit-gate; the caller owns that decision.
• Full-plan invocation (no scope, i.e. /sprint): plan complete → hand the branch to commit-gate, then to the caller's finishing step. The loop does not commit on its own authority.

Gate: every task in the current scope ACCEPTED, the suite green, ready for the caller's next step.

Hard rules

• MUST dispatch a fresh subagent per task — never reuse one context across tasks.
• MUST NOT write implementation code before the task's tdd Phase 1 completes.
• MUST accept a task only when both reviews pass AND verification passes on a fresh run.
• MUST NOT accept a task on a subagent's self-report — run the verification command and read its exit code.
• MUST halt and surface to the user on a tdd BLOCK, a security CRITICAL finding, or an unresolved [CONFIRM-NN] inside the loop — and on a commit-gate failure at the finish handoff — even under /sprint. These never auto-proceed.
• MUST NOT commit — hand the accepted branch to commit-gate.
• MUST mark out-of-scope findings with an inline [NEEDS-TRIAGE] marker and never act on them inside the task.
• MUST NOT invoke farm.js before writing meta.model into plan.json (or setting FARM_MODEL) — the dispatcher fails loudly otherwise.
• MUST NOT skip model selection (Step 1) when FARM_MODEL is not set — exhaust the canary→cache→websearch fallback ladder before BLOCKing; never blind-invoke with an unknown model id.
• MUST route every green farm task through Phases 3–5 before acceptance — the farm replaces authoring, never review. A cheap model gets the same scrutiny as a premium subagent, not less.
• MUST treat a single task's drift/gaming/tampered-test escalation as model incapacity (re-dispatch via premium Phase 2); raise [CONFIRM-NN] and HALT only when multiple tasks drift onto the same out-of-scope path (a real spec gap).
• MUST treat a farm.js circuit-breaker abort (aborted: true) as a hard-gate STOP — surface to the user; do not silently re-dispatch the whole slice to premium.
• MUST NOT dispatch grader or scout in Phase 4 — they are INTERNAL to decision-variance.