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Verify Quality · fengshao1227 | DecimalAI

code reviewby fengshao1227

Verify Quality

fengshao1227/verify-quality

Source fengshao1227/ccg-workflow ↗License MIT

代码质量校验关卡。检测复杂度、重复代码、命名规范、函数长度等质量指标。当用户提到代码质量、复杂度检查、代码异味、重构建议、lint检查、代码规范时使用。在复杂模块、重构完成时自动触发。

SkillScore95Maintained

Automatic

QA & Test Engineering pack

Last verified 8/10/2026

What it changes

Passed 21 of 22 test cases with the skill, and 12 of 22 without it.

Without skill55%

With skill95%

Checks it passed that the model alone missed

Commented-out code is categorized with Low severity.
The report conclusion utilizes either '可交付' or '需重构后交付'.
The line length threshold is identified as 120 characters.

and 9 more in the full report

9 fixed12 passed either way1 still failing0 broke

Pass-rate lift: +41 pp
Tokens: +9%
Agent turns: 0%
Response time: -47%

Model gemini-3.6-flashMeasured 8/10/2026v121 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/fengshao1227-verify-quality/SKILL.md https://app.decimal.ai/s/fengshao1227-verify-quality/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add fengshao1227-verify-quality, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/fengshao1227-verify-quality/ and pins it in .decimal/skills.lock

decimalai skills add fengshao1227-verify-quality

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/fengshao1227-verify-quality/SKILL.md https://app.decimal.ai/s/fengshao1227-verify-quality/SKILL.md

Raw file: /s/fengshao1227-verify-quality/SKILL.md ↗ · machine-readable summary at /s/fengshao1227-verify-quality.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

I need to run an automated quality check on the directory `./src/api` and receive the metrics strictly formatted as machine-readable JSON data. What exact command should I execute using the project's quality checker script?

What was checked, without and with the skill
Checked	Without skill	With skill
The command invokes 'node scripts/quality_checker.js ./src/api --json'.	Missed	Passed

case-04 · gemini-3.6-flash · 8/10/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md149 lines2 filesincludes scripts

⚖ 校验关卡 · 代码质量

核心原则

代码质量 = 可读性 + 可维护性 + 可测试性
劣质代码是技术债，技术债是道基裂痕
复杂度是 bug 的温床

自动检查

运行质量检查脚本（跨平台）：

# 在 skill 目录下运行
node scripts/quality_checker.js <扫描路径>
node scripts/quality_checker.js <扫描路径> -v      # 详细模式
node scripts/quality_checker.js <扫描路径> --json  # JSON 输出

检测指标

复杂度指标

指标	阈值	超标后果
圈复杂度	≤ 10	🟠 警告，建议拆分
函数长度	≤ 50 行	🟠 警告，建议拆分
文件长度	≤ 500 行	🟡 提示，考虑拆分
参数数量	≤ 5	🟠 警告，考虑封装
嵌套深度	≤ 4	🟠 警告，建议重构
行长度	≤ 120	🔵 提示

命名规范

类型	规范	示例
类名	PascalCase	`UserService`, `HttpClient`

Track record

Benchmark

21 / 22

test cases passed, vs 12 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

fengshao1227 / ccg-workflow

templates/skills/tools/verify-quality/SKILL.md

View on GitHub ↗

License MITImported 9/1/2026Version v1Bundled 1 file · scripts

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telagod/checking-code-qualityChecks code quality metrics including complexity, duplication, naming conventions, and function length. Use when running quality gates, reviewing code smells, or checking lint rules. Automatically triggered on complex modules or post-refactor.Close match+45 pp pass-rate lift

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