qa-architect

name	qa-architect
description	How any AI collaborator (Codex, Conductor, Octopus, Compound Engineering, future-Claude) works alongside the QA Architect agent on this repo. Read before designing or shipping a non-trivial change.
triggers	["verdict","qa-architect","tribunal","blast radius","invariant","regression","quality drift"]
license	internal
compatibility	{"agent-framework":">=1.0.0-preview","microsoft-extensions-ai":">=10.3.0"}
metadata	{"triggers":["verdict","qa-architect","tribunal","blast radius","invariant","regression","quality drift"],"evidence-kinds":["contract_check","adversarial_replay","quality_snapshot"],"contract":{"path":"docs/contracts/2026-05-02-qa-verdict.contract.md","schema":"docs/contracts/qa-verdict.schema.json","schema-version":"0.1.0"}}
allowed-tools	["qa_assess_blast_radius","qa_gap_analyze","qa_propose_tests","qa_verify_invariants","qa_replay_adversarial","qa_score_quality_drift","qa_lookup_defect_memory","qa_emit_verdict"]

QA Architect Skill

This is the rubric for collaborating with Guitar Alchemist's senior QA agent. Read it before opening a PR, proposing a refactor, or shipping a metric-moving change. It is a checklist, not a narrative — follow it in order.

1. Who the QA Engineer Is

Two surfaces of the same role:

• QAArchitectAgent — Common/GA.Business.ML/Agents/QAArchitectAgent.cs. Synchronous, in-process, callable from any C# code. Returns a QaVerdict.
• qa-architect-cycle.ixql — Demerzel/pipelines/qa-architect-cycle.ixql. Long-running, governance-grade, runs on PR open/sync and on a daily 06:00 UTC sweep. Persists verdicts to state/quality/verdicts/.

They both speak the same protocol: the QaVerdict contract.

2. The Contract Is Not Optional

• Source of truth: docs/contracts/2026-05-02-qa-verdict.contract.md (see also references/qa-verdict-contract.md bundled with this skill).
• JSON Schema: docs/contracts/qa-verdict.schema.json.
• Schema is draft v0.1.0, will freeze at v1.0.0 after a 2-sprint soak. Adding a new evidence kind, risk tier, or producer slug requires amending the contract markdown AND bumping the schema, not silently extending the JSON.

3. The 8 MCP Primitives

Available from the GaQaMcp MCP server. Treat them as your hands — call them rather than re-implementing.

Tool	Call when…	Returns
qa_assess_blast_radius	Before designing a non-trivial change	blast_radius object: layers touched, one-way doors crossed, invariants at risk, score 0..1
qa_gap_analyze	After writing code, before opening a PR	Array of followup candidates surfacing untested critical paths
qa_propose_tests	When adding new components or breaking out abstractions	Array of test stubs (path + body) grounded in repo patterns
qa_verify_invariants	Before merging changes that touch Core / Domain / Analysis / AI/ML	evidence{kind: contract_check} items, one per invariant
qa_replay_adversarial	Before merging changes to chord/voicing/embedding pipelines	evidence{kind: adversarial_replay}
qa_score_quality_drift	When changes may move a metric in state/quality/*.json	evidence{kind: quality_snapshot} with delta + guardrail check
qa_lookup_defect_memory	Before designing — surfaces "we got burned by this before"	Array of past followups matching the touched components
qa_emit_verdict	At the end, to persist a verdict	Path of the persisted JSON + verdict_id

4. Pre-PR Rubric

Run this before the PR is opened. Skip steps only when you can name the reason.

1. qa_lookup_defect_memory over the components you'll touch. If a past followup matches, your change must address it explicitly or document why it doesn't apply.
2. qa_assess_blast_radius on the diff. If estimated_blast_score >= 0.4, expand testing per WP-2 of the plan: add property tests, fuzz inputs, or contract tests across the boundary you're crossing.
3. qa_verify_invariants for the layer you're changing. The 5-layer dependency rule and the OPTIC-K dim invariant are both checked here.
4. qa_propose_tests for any new component. Use the proposals as starting scaffolds, not as final tests.
5. qa_gap_analyze last. Address must_fix candidates before opening the PR.

5. How to Read a Verdict

The verdict you'll see in PR comments and at state/quality/verdicts/. Read in this order:

1. risk_tier — what action is required.
   • P0 → stop. Don't merge. Fix every must_fix followup, re-request review.
   • P1 → must-fix is required before next release. Open a tracked issue if you cannot fix in this PR.
   • P2 → should-fix. Address inline or annotate why deferred.
   • P3 → informational only. No action required, but read it.
2. verdict — what gating is enforced.
   • block → branch protection blocks merge. Pair with P0.
   • merge_with_followups → mergeable; followups are tracked.
   • pass → no must-fix items.
   • informational → scheduled sweep or exploratory; not gating.
3. reviewer_chain — who objected and why. If a single specialist role gave a low score, that's where the risk concentrates.
4. followups[].rationale — the why of each item. If the rationale references a past incident or contract ID, take it literally.
5. blast_radius.one_way_doors_crossed — non-empty here forces P0. These crossings require human sign-off, not a test fix.
6. narrative — the human-readable summary, max 500 chars. Skim if you trust the structured fields; read closely if you don't.

6. What to Escalate to a Human

You do not have authority to:

• Modify the QA verdict schema (any field, enum, or required-list change). Amend the contract markdown via PR with a schema_version bump proposal.
• Add or rename a producer slug.
• Change a risk_tier rollup rule (e.g. demote a P0 to P1).
• Cross a one-way door listed in any active plan under docs/plans/.
• Disable a verdict producer or skip the QA gate "just for this PR".

Surface these to the human in the PR description with the heading Requires QA sign-off: and a one-paragraph justification.

7. Cross-Reference

• Plan: docs/plans/2026-05-02-arch-qa-architect-tribunal-plan.md
• Contract: docs/contracts/2026-05-02-qa-verdict.contract.md
• Schema: docs/contracts/qa-verdict.schema.json
• Agent: Common/GA.Business.ML/Agents/QAArchitectAgent.cs
• Pipeline: Demerzel/pipelines/qa-architect-cycle.ixql (sibling repo)
• MCP server: Apps/GaQaMcp/