Skills for Real Engineers. Straight from my .agents directory.
security-review
Agent skill fromcodeaholicguy/ai-devkit
AI DevKit · Review code, skills, and prompts for security vulnerabilities — OWASP Top 10, prompt injection, business logic flaws, and insecure defaults. Use when reviewing PRs, auditing modules, reviewing AI skills/prompts, or preparing for release.
How to install security-review
npx skills add codeaholicguy/ai-devkit# or add only this skill to Claude Code: copy the folder
skills/security-review/
# into
~/.claude/skills/security-review/ (all projects)
.claude/skills/security-review/ (one project)
1# Security Review23Find vulnerabilities before they ship.45## Hard Rules67- Do not dismiss a finding without evidence it is unexploitable.8- Do not commit, log, or surface secrets discovered during review — flag and recommend rotation.9- Do not modify code until the user approves a remediation plan.1011## Workflow12131. **Scope**14 - Confirm target: diff, file set, module, full repo, or skill/prompt. A target can be both code and prompt.15 - Identify stack/framework — adapt the [checklist](references/checklist.md) (skip what the framework handles, add its pitfalls).16 - Trace data flow: request → middleware → handler → service → datastore → response. For prompts: input → template → LLM → tools → output.17 - Map trust boundaries, privilege levels, and threat actors.18 - Search prior findings: `npx ai-devkit@latest memory search --query "<target>" --tags "security"`19202. **Scan**21 - Only check relevant categories. Skip sections and items that don't apply. Do not report skipped items.22 - For diffs/PRs: also check whether the change weakens existing controls — removed middleware, bypassed validation, new unprotected routes.23 - Categories in priority order:24 a. **Secrets** — hardcoded tokens, keys, connection strings.25 b. **Injection** — SQL, NoSQL, command, template, SSRF, path traversal, XSS.26 c. **Auth** — missing checks, privilege escalation, OAuth/OIDC, IDOR.27…
Excerpt shown under the repository's Apache-2.0 license.
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