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Architecture Decision Record: context-decision-consequences, for decisions that are expensive to reverse. Written under docs/adr/. Trigger phrases: "adr", "architecture decision", "decision record", "why this approach"
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Measure output quality, don't vibe it: score a generative task with a two-layer grader — deterministic code metrics + per-dimension LLM-as-judge — over a fixed task set, as signed deltas vs a pinned baseline. Grades cost alongside correctness (pass-slow). Trigger phrases: "eval", "grader", "measure output quality", "LLM-as-judge", "score the output"
Stack-agnostic frontend discipline (web · mobile · desktop): component structure, state, data fetching, loading/empty/error states, i18n, accessibility, performance. frontend-expert-csk applies it on every stack. Trigger phrases: "frontend", "screen", "component", "page", "UI", "state management", "interface"
Refine-to-Done loop: repeat until tests green + review clean + nothing deferred; bounded. Not the harness /loop. Trigger phrases: "iterate", "loop until done", "keep going until"
Stack-agnostic security audit: map the attack surface, trace untrusted input to dangerous calls, surface dependency and configuration flaws. Severity-ranked report with fixes. Trigger phrases: "security scan", "run a security scan", "OWASP check", "scan for vulnerabilities", "find security vulnerabilities", "security audit"
Scope a security audit BEFORE scanning, to cut false positives: map assets, entry points, trust boundaries and 5-8 domain-specific attack classes into a parseable THREAT_MODEL.md. A threat survives a patch; a vulnerability is only evidence for one. Feeds security-scan. Trigger phrases: "threat model", "attack surface", "scope the audit", "trust boundary"
SonarQube quality gate (language-agnostic, local-first): 0 Bugs/Vulns/Hotspots/Code Smells, 0 build warnings. If no analyzer exists, install the language's local server-less Sonar analyzer and run it — never a remote server. Trigger phrases: "sonarqube", "quality gate", "code smell", "sonar scan"
| name | adr |
| description | Architecture Decision Record: context-decision-consequences, for decisions that are expensive to reverse. Written under docs/adr/. Trigger phrases: "adr", "architecture decision", "decision record", "why this approach" |
On an architecture/technology choice that is expensive to reverse, long-lived, or contested (database selection, auth strategy, critical pattern). Small/reversible decisions do not require an ADR.
# NNNN. <Decision title>
Status: proposed | accepted | rejected | superseded (by NNNN)
## Context
Which problem/constraint requires this decision?
## Decision
What was decided (clear, one sentence + rationale)?
## Consequences
Pros / cons / accepted trade-offs.
## Alternatives considered
Why were they not chosen?
superseded; an ADR is never deleted (decision history is preserved).