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.

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Forks 31

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

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Quick Summary

Goal: Enforce quality gates, verify compliance with standards, and track quality metrics across the development lifecycle.

Workflow:

  1. Identify Gate — Determine which quality gate applies (Idea>PBI, PBI>Dev, Dev>QA, QA>Release)
  2. Verify Checklist — Run through pass/fail criteria for the gate stage
  3. Generate Report — Produce PASS/FAIL/CONDITIONAL gate status with evidence
  4. 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

markdown
## 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

markdown
## 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}:

  1. Identify gate type based on artifact/stage
  2. Load appropriate checklist
  3. Verify each criterion
  4. Generate pass/fail report
  5. Log in audit trail

Metrics Dashboard Template

markdown
## 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-spec
  • code-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

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