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Security Audit · laolaoshiren | DecimalAI

securityby laolaoshiren

Security Audit

laolaoshiren/security-audit

Source laolaoshiren/claude-code-skills-zh ↗License MIT

代码安全审计 - 漏洞扫描、依赖检查、安全最佳实践

SkillScore50Maintained

Automatic

Security & AppSec pack

Last verified 8/16/2026

What it changes

Passed 11 of 22 test cases with the skill, and 10 of 22 without it.

Without skill45%

With skill50%

Checks it passed that the model alone missed

Presents third-party package vulnerabilities in a dedicated dependency table.

1 fixed10 passed either way11 still failing0 broke

Pass-rate lift: +5 pp
Tokens: +13%
Agent turns: 0%
Response time: -12%

Model gemini-3.6-flashMeasured 8/16/2026v111 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/laolaoshiren-security-audit/SKILL.md https://app.decimal.ai/s/laolaoshiren-security-audit/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add laolaoshiren-security-audit, 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/laolaoshiren-security-audit/ and pins it in .decimal/skills.lock

decimalai skills add laolaoshiren-security-audit

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

curl -fsSL --create-dirs -o .claude/skills/laolaoshiren-security-audit/SKILL.md https://app.decimal.ai/s/laolaoshiren-security-audit/SKILL.md

Raw file: /s/laolaoshiren-security-audit/SKILL.md ↗ · machine-readable summary at /s/laolaoshiren-security-audit.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

Auditing a `package.json` file specifying lodash 4.17.11 with known prototype pollution vulnerability. Detail the dependency audit structure.

What was checked, without and with the skill
Checked	Without skill	With skill
Presents third-party package vulnerabilities in a dedicated dependency table.	Missed	Passed
Specifies a safe target version for vulnerable dependencies.	Passed	Passed

case-13 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md77 linessingle file

代码安全审计

触发条件

当用户要求安全检查、漏洞扫描、安全审计、依赖安全检查时激活此技能。

工作流程

确定审计范围 — 根据用户指定的目录/文件/代码段进行分析
静态安全扫描 — 按检查清单逐项排查
依赖安全检查 — 检查 package.json / requirements.txt / go.mod 等依赖文件
生成审计报告 — 按严重程度分类输出

检查清单

🔴 高危

硬编码密钥/密码/API Key
SQL 注入风险（字符串拼接 SQL）
命令注入（未过滤的 shell 命令）
路径遍历（未校验的文件路径）
反序列化漏洞
未校验的 JWT/Token 验证

🟡 中危

🟢 低危

输出格式

Track record

Benchmark

11 / 22

test cases passed, vs 10 / 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

laolaoshiren / claude-code-skills-zh

skills/security-audit/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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