qa-cycle
Contract-First QA pipeline - implements 3-phase QA (contract → micro-QA → full-QA) using P2-hippocampus qa-evidence system
Skill by humanerd-drew
Install
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About
Use cases: documents, testing, data
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Files it touches
~/.claude/skills/qa-cycle
What's inside
- Skill name
qa-cycle- Description
- Contract-First QA pipeline - implements 3-phase QA (contract → micro-QA → full-QA) using P2-hippocampus qa-evidence system
- License
- MIT
- Instructions
- 87 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- name: missing
Files (1)
- SKILL.md
SKILL.md (first lines)
# qa-cycle — Contract-First QA Pipeline
## Purpose
Runs 3-phase QA pipeline for any task:
1. **CONTRACT** — Define acceptance criteria before implementation
2. **MICRO-QA** — Verify each step as it's completed
3. **FULL-QA** — Final gate check before delivery
## How It Works
Uses the `QAEvidenceManager` in `P2-hippocampus/qa-evidence/` to:
- Create a `contract.json` with acceptance criteria
- Record `micro-qa_*.json` after each step
- Run `full-qa.json` before delivery
- Generate `.qa-evidence.json` manifest
## Usage
```
skill: qa-cycle
task_id: {optional, auto-generated if omitted}
action: create_contract | record_micro | run_full_qa | status
```
## Workflow
### 1. Create Contract (Before Implementation)
```python
qa = QAEvidenceManager()
qa.create_contract(
task_id="my-task-001",
acceptance_criteria=[
{"id": "c1", "description": "Feature X works", "priority": "P0"},
{"id": "c2", "description": "Tests pass", "priority": "P0"},
]
)
```
### 2. Record Micro-QA (After Each Step)
```python
qa.record_micro_qa(
task_id="my-task-001",
step_id="step_1",
step_description="Implemented feature X",
evidence={"files": ["feature_x.py"]},
verification={"passed": True, "score": 1.0}
)
```
### 3. Run Full-QA (Before Delivery)
```python
result = qa.run_full_qa(
task_id="my-task-001",
criteria_verification=[...],
overall_score=0.95
)
if not result["ready_for_delivery"]:
# revision loop
```
## Hugh Kim's Contract-First QA Principle
From the Loopy-Era Harness:
- Phase 2.5 시나리오 확정 → 구현 → micro-QA → full-QA
- `.qa-evidence.json` 증거 필수
- FILESYSTEM = TRUTH: 파일에서 직접 읽어 Specialist에게 전달
## Integration
- **P2-hippocampus/qa-evidence/** — Evidence storage
- **P4-cortex/growth/orchestrator/** — Orchestrator calls qa-cycle
- **HARD hook: task_qa_gate** — Blocks delivery without QA
## Verification Checklist
Before marking QA complete, verify:
- [ ] All acceptance criteria have test results
- [ ] No blocker-level issues remain
- [ ] Filesystem = Truth: re-read files to confirm changes
- [ ] Evidence manifest is complete
## Related
- [[@action/skills/SKILL-INDEX]]
- [[@action/skills/qa/DESCRIPTION]]From humanerd-drew/opencode-drewgent, MIT.
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Signals
- Stars
- 3
- Forks
- 8
- Open issues
- 0
- Last commit (this folder)
- Jul 15, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
qa-cycle skill. Agent Mart. https://agentmart.dev/skills/humanerd-drew-qa-cycle (last updated 2026-10-24)