quality-framework

context	fork
user-invocable	false
name	quality-framework
description	ATLAS Quality Framework for Artibot: Automated, Tested, Learned, Adaptive, Secure. Defines the validation cycle, coverage targets, and GRPO-driven continuous quality improvement. Auto-activates when: reviewing code, setting quality gates, running a validation cycle, or assessing coverage. Triggers: quality framework, ATLAS, validation cycle, quality gate, coverage threshold, 품질 게이트, 커버리지, 품질 검토.
lang	["en","ko"]
level	3
triggers	["quality","quality framework","ATLAS","validation cycle","커버리지 임계값","quality gate","코드 품질 검토","quality standards","testing standards","security validation","performance standards","quality metrics","품질","품질 게이트","커버리지","품질 검토"]
agent	Explore
allowed-tools	["Read","Grep","Glob"]
agents	["tdd-guide","security-reviewer","performance-engineer","refactor-cleaner"]
tokens	~3K
category	code-quality
platforms	["claude-code","gemini-cli","codex-cli","cursor"]
source_hash	c3db3f38
whenNotToUse	Do not run the full 8-step ATLAS cycle on every micro-PR or hotfix. For single-file changes under 50 lines, run only the blocking gates (Steps 1, 2, 4, 5). Reserve full cycle execution for release candidates and architecture-level changes.

ATLAS Quality Framework

Automated | Tested | Learned | Adaptive | Secure

Current State

!npm run lint 2>&1 | tail -3 !npm test 2>&1 | tail -5

When This Skill Applies

• Code review and quality assessment
• Defining acceptance criteria for features
• Setting up CI/CD quality gates
• Post-implementation validation
• Security and performance audits
• Coverage analysis and improvement

8-Step Validation Cycle

Step	Gate	Type
1	Syntax — linter, formatter	Blocking
2	Types — tsc/mypy/cargo check	Blocking
3	Lint — complexity ≤10 cyclomatic	Warning
4	Security — OWASP Top 10, secret scan	Blocking
5	Tests — unit ≥80%, integration ≥70%	Blocking
6	Performance — <200ms API, <3s page	Warning
7	Documentation — public API, CHANGELOG	Warning
8	Integration — no breaking changes, flags	Warning

Coverage Targets

Level	Target
Unit	≥ 80%
Integration	≥ 70%
Type coverage	100% (no any)
Security	OWASP Top 10

Quick Reference

Blocking gates: Steps 1, 2, 4, 5 — must pass to merge.
Warning gates: Steps 3, 6, 7, 8 — flag for review, don't block.

Escalate immediately when:

• Any critical security vulnerability found (Step 4)
• Coverage drops >5% from baseline (Step 5)
• Performance regression >20% (Step 6)

Workflow checklist: See references/atlas-checklist.md
Output templates: See references/output-templates.md
Metrics dashboard: See references/metrics-dashboard.md

GRPO Quality Loop

After resolving any quality issue: observe context → compare strategies → rank by success rate → update weights → apply to future similar contexts. Enable via artibot.config.json quality pattern logging.

Common Rationalizations

• "테스트는 나중에" → 위반: Step 5는 Blocking gate
• "커버리지 80%면 충분해" → 기준선이지 목표가 아님; 하락 추세가 문제
• "이번 PR은 작아서 ATLAS 안 해도 돼" → hotfix 제외 모든 PR에 최소 Blocking gates 적용
• "보안 이슈는 다음 스프린트에" → Step 4 critical = 즉시 차단, 다음 스프린트 없음

Red Flags

• lint/type 오류 무시하고 머지
• 커버리지 수치 없이 "충분히 테스트했다" 주장
• security validation 건너뛰기
• quality gate 실패 후 재실행 없이 승인 요청