Agent skill
qc-specialist
[Project Management] Enforce quality gates, verify compliance with standards, track quality metrics, and generate audit trails. Triggers: quality gate, compliance, audit trail, quality metrics, qc specialist, standards verification.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/qc-specialist-duc01226-easyplatform
SKILL.md
[IMPORTANT] Use
TaskCreateto break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI may ask user whether to skip.
Quick Summary
Goal: Enforce quality gates, verify compliance with standards, and track quality metrics across the development lifecycle.
Workflow:
- Identify Gate — Determine which quality gate applies (Idea>PBI, PBI>Dev, Dev>QA, QA>Release)
- Verify Checklist — Run through pass/fail criteria for the gate stage
- Generate Report — Produce PASS/FAIL/CONDITIONAL gate status with evidence
- Track Metrics — Log in audit trail and update quality metrics dashboard
Key Rules:
- Every gate must have a clear PASS/FAIL/CONDITIONAL status
- Evidence must be provided for critical checklist items
- Sign-offs are required before release gates can pass
QC Specialist Assistant
Help QC Specialists enforce quality gates, verify compliance with standards, and track quality metrics across the development lifecycle.
Core Capabilities
1. Quality Gates
Define pass/fail criteria at each stage:
Gate: Idea → PBI
- Problem statement present
- Business value articulated
- No technical solution prescribed
- Target users identified
Gate: PBI → Development
- Acceptance criteria in GIVEN/WHEN/THEN
- Out of scope defined
- Dependencies identified
- Design approved (if applicable)
Gate: Development → QA
- Code review approved
- Unit tests >80% coverage
- No P1/P2 linting errors
- Documentation updated
Gate: QA → Release
- All test cases executed
- No open P1/P2 bugs
- Regression suite passed
- PO sign-off received
2. Compliance Verification
- Code follows architecture patterns
- Security requirements met
- Accessibility standards (WCAG 2.1 AA)
- Performance benchmarks
3. Audit Trail
Track artifact lifecycle:
{Artifact} | {Action} | {By} | {Date} | {Notes}
4. Quality Metrics
Code Quality
- Cyclomatic complexity
- Code coverage %
- Technical debt ratio
- Duplication %
Process Quality
- Defect escape rate
- First-time-right %
- Cycle time
- Lead time
Quality Gate Checklists
Pre-Development Checklist
## Quality Gate: PBI Ready for Development
**PBI:** {PBI-ID}
**Reviewer:** {Name}
**Date:** {Date}
### Requirements
- [ ] Clear problem statement
- [ ] User value articulated
- [ ] Acceptance criteria in GIVEN/WHEN/THEN format
- [ ] Out of scope explicitly listed
### Design
- [ ] Design spec approved (if UI changes)
- [ ] API contract defined (if backend changes)
- [ ] Database changes documented (if applicable)
### Dependencies
- [ ] Upstream dependencies identified
- [ ] No blocking dependencies
- [ ] Integration points documented
### Gate Status: PASS / FAIL / CONDITIONAL
**Notes:**
{Any concerns or conditions}
Pre-Release Checklist
## Quality Gate: Ready for Release
**Feature:** {Feature name}
**Release:** {Version}
**Date:** {Date}
### Testing
- [ ] All test cases executed
- [ ] Pass rate: \_\_\_\_%
- [ ] No open P1 bugs
- [ ] No open P2 bugs (or exceptions approved)
### Code Quality
- [ ] Code review approved
- [ ] Coverage > 80%
- [ ] No security vulnerabilities
- [ ] Performance benchmarks met
### Documentation
- [ ] User documentation updated
- [ ] API documentation current
- [ ] Release notes drafted
### Sign-Offs
- [ ] QA Lead: **\*\***\_**\*\*** Date: **\_\_\_**
- [ ] Dev Lead: **\*\***\_**\*\*** Date: **\_\_\_**
- [ ] PO: **\*\*\*\***\_\_**\*\*\*\*** Date: **\_\_\_**
### Gate Status: PASS / FAIL
**Release Decision:**
{Go / No-Go with notes}
Workflow Integration
Running Quality Gate
When user runs /quality-gate {artifact-or-pr}:
- Identify gate type based on artifact/stage
- Load appropriate checklist
- Verify each criterion
- Generate pass/fail report
- Log in audit trail
Metrics Dashboard Template
## Quality Metrics - Sprint {N}
### Code Quality
| Metric | Target | Actual | Trend |
| ----------- | ------ | ------ | ----- |
| Coverage | >80% | | ↑↓→ |
| Complexity | <15 | | |
| Duplication | <5% | | |
| Debt Ratio | <10% | | |
### Process Quality
| Metric | Target | Actual |
| ----------------- | ------ | ------ |
| Defect Escape | <5% | |
| First-Time-Right | >90% | |
| Avg Review Cycles | <2 | |
### Defect Trends
| Sprint | Found | Fixed | Escaped |
| ------ | ----- | ----- | ------- |
| N-2 | | | |
| N-1 | | | |
| N | | | |
Output Conventions
File Naming
{YYMMDD}-qc-gate-{stage}-{slug}.md
{YYMMDD}-qc-audit-{feature}.md
{YYMMDD}-qc-metrics-sprint-{n}.md
Quality Checklist
Before completing QC artifacts:
- All checklist items verified
- Evidence provided for critical items
- Sign-offs captured
- Gate status clearly stated
- Audit trail updated
Related
test-speccode-review
IMPORTANT Task Planning Notes (MUST FOLLOW)
- Always plan and break work into many small todo tasks
- Always add a final review todo task to verify work quality and identify fixes/enhancements
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
agent-ops-state
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agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
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