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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format. | shareAI-lab/ | 78k | 4 repos | ~1.1k | Automated safety check: Pass | MIT | 12 days ago |
| 2 | Runs an autonomous modify, verify, keep-or-discard loop against any metric, with subcommands for planning, debugging, fixing, security audits, shipping and more. | uditgoenka/ | 6.5k | 1 repo | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 3 | Runs deepsec's AI-powered security scan over a repository's uncommitted changes, its diff to main, or the whole codebase, using a regex pass followed by agent investigation. | vercel-labs/ | 8.1k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 4 | Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, Java 8, PHP, Ruby, Rails, Python, Django, FastAPI, Go, C/.NET, Kotlin, Swift, Dart… | awesome-skills/ | 2.1k | — | ~2.8k | Automated safety check: Notes | MIT | 1 mo ago |
| 5 | Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. | trailofbits/ | 513 | 5 repos | ~2.2k | Automated safety check: Notes | CC-BY-SA-4.0 | 2 mo ago |
| 6 | Compares Trailmark code graphs at two snapshots, such as commits, tags or directories, to surface attack paths, blast radius and taint changes that text diffs miss. | trailofbits/ | 7.5k | — | ~3.4k | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 7 | Pre-commit review: security scan, quality gates, auto-fix. An agent skill from HezaoHezao/poirot. | HezaoHezao/ | 249 | 5 repos | ~1.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 8 | Reviews code for security, performance, quality and maintainability, using a checklist, a finding template and two metrics scripts. | luongnv89/ | 42k | — | ~764 | Automated safety check: Pass | MIT | today |
| 9 | Update native dependencies (libpng, libexpat, zlib, libwebp, harfbuzz, freetype, libjpeg-turbo, etc.) in SkiaSharp's Skia fork. | mono/ | 5.6k | — | ~4.1k | Automated safety check: Pass | MIT | yesterday |
| 10 | Reviews a verdaccio diff, branch or PR against the repository's review guide, verifies each finding in the code and reports only actionable issues. | verdaccio/ | 18k | — | ~853 | Automated safety check: Pass | MIT | 2 days ago |
| 11 | Runs claude-flow CLI security scans for input validation, path traversal, SQL injection, XSS, hardcoded secrets and known CVEs, and writes an audit report. | ruvnet/ | 74k | 1 repo | ~823 | Automated safety check: Pass | MIT | today |
| 12 | Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin. | jeremylongshore/ | 2.8k | 2 repos | ~1.3k | Automated safety check: Notes | MIT | today |
| 13 | 13.Audit Flow Interactive system flow tracing across CODE, API, AUTH, DATA, NETWORK layers with SQLite persistence and Mermaid export. | zebbern/ | 4.7k | — | ~4.2k | Automated safety check: Pass | MIT | yesterday |
| 14 | Apply modern web development best practices for security, compatibility, and code quality. | midudev/ | 114 | 3 repos | ~3k | Automated safety check: Pass | MIT | 12 days ago |
| 15 | 15.Bug Hunter Precision-first adversarial bug hunting for runtime, logic, data, concurrency, and security defects. | codexstar69/ | 520 | — | ~5k | Automated safety check: Pass | MIT | 1 mo ago |
| 16 | 16.Code Review Run CodeRabbit CLI reviews, retrieve saved local or GitHub PR fix prompts, and interpret CodeRabbit authentication and review output. | coderabbitai/ | 187 | — | ~1.9k | Automated safety check: Pass | MIT | 2 days ago |
| 17 | 17.Openqodex Code review for the current change, before it is pushed. An agent skill from openqodex/openqodex. | openqodex/ | 573 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Security-audit a third-party skill bundle (folder with SKILL.md, or .zip / .tar.gz archive) before installing it, using the SkillWard cloud scanner. | Fangcun-AI/ | 143 | — | ~2.9k | Automated safety check: Pass | Unknown | 2 mo ago |
| 19 | Scans the working directory for ignored errors, hard-coded secrets, debt comments, dead exports and type gaps, and reports findings by severity without editing files. | HarnessMD/ | 8.6k | — | ~350 | Automated safety check: Notes | MIT | yesterday |
| 20 | Checks a codebase for hardcoded secrets, vulnerable dependencies, weak input handling, weak authentication and unsafe transport settings before deployment or merge. | TheDecipherist/ | 551 | — | ~1.3k | Automated safety check: Notes | MIT | 5 mo ago |
| 21 | Provides comprehensive code review guidance for React 19, Vue 3, Angular 17+, Svelte 5, Rust, TypeScript, Java, PHP, Python, Django, Go, C/.NET, Kotlin, Swift, NestJS, C/C++, and more. | Rain-kl/ | 289 | — | ~2.3k | Automated safety check: Notes | MIT | 3 days ago |
| 22 | Runs an evidence-gated, quote-grounded audit of a codebase for security, QA, accessibility, performance and more, and writes a verified report without changing source files. | ZaxbyHub/ | 496 | — | ~2.8k | Automated safety check: Pass | MIT | today |
| 23 | Review code for quality, correctness, and security vulnerabilities. | hiroshiyui/ | 135 | — | ~1.6k | Automated safety check: Pass | GPL-3.0 | today |
| 24 | 24.Code Review Review VotingPlugin pull requests, branch diffs, commits, and explicitly included local changes before publishing. | BenCodez/ | 100 | — | ~4.4k | Automated safety check: Pass | Unknown | yesterday |
| 25 | Socratic coding tutor powered by GitHub Copilot. An agent skill from timothywarner/chatgptclass. | timothywarner/ | 143 | — | ~1.9k | Automated safety check: Pass | Unknown | 21 days ago |
| 26 | Provides comprehensive code review guidance for React 19, Vue 3, Rust, TypeScript, Java, Python, and C/C++. | andrew-yangy/ | 155 | — | ~1.7k | Automated safety check: Notes | MIT | 7 mo ago |
| 27 | Tests a security patch against the original bug, its variants and normal behavior, with reproducible baseline-versus-patched evidence before you merge or call it fixed. | trailofbits/ | 7.5k | — | ~3.8k | Automated safety check: Notes | CC-BY-SA-4.0 | yesterday |
| 28 | Routes a review request to the right mode and reference file in the claude-code-harness project: code, plan or scope review, a quick closeout, a dual Claude-and-Codex opinion, or a security-only pass. | Chachamaru127/ | 3.2k | — | ~3.6k | Automated safety check: Notes | MIT | 6 days ago |
| 29 | Runs trace-mcp security, quality-gate and antipattern checks before a commit or pull request, and builds a symbol-level diff for the PR description. | nikolai-vysotskyi/ | 189 | — | ~565 | Automated safety check: Pass | MIT | today |
| 30 | 30.Bugfix PR Treats bug-fix pull requests as invasive and untrusted. An agent skill from TanStack/ai. | TanStack/ | 3.2k | — | ~4.8k | Automated safety check: Pass | MIT | today |
| 31 | Reviews APIs, configuration schemas and library interfaces for footguns, the designs where the easy path leads to insecure use, using a four-phase analysis. | trailofbits/ | 7.5k | 3 repos | ~3k | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 32 | Finds sensitive data that C, C++ or Rust code never wipes from memory, including wipes the compiler optimizes away, using source, assembly and control-flow analysis. | trailofbits/ | 7.5k | 4 repos | ~5.9k | Automated safety check: Notes | CC-BY-SA-4.0 | yesterday |
| 33 | Scans a repository's source for security vulnerabilities with the supercov CLI, pointing to the line of each finding and mapping it to CWE classes. | supercorp-ai/ | 152 | 1 repo | ~236 | Automated safety check: Pass | MIT | today |
| 34 | Perform a requested security review of a NemoClaw PR or a PR linked to an issue. | NVIDIA/ | 23k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | Fix a CRITICAL Trivy finding that is failing CI in this repo (a vulnerability, misconfiguration, or secret from security-scan.yml or image-scan.yml), or add, review, or retire an entry in… | malloydata/ | 116 | — | ~5.1k | Automated safety check: Pass | MIT | today |
| 36 | A skill your agent uses when preparing for a security audit, performing reconnaissance on a new codebase, or creating a protocol overview. | ccashwell/ | 131 | — | ~25k | Automated safety check: Pass | MIT | 11 days ago |
| 37 | Runs a phased pre-PR and pre-deploy check on a Django project: environment, linting, migrations, tests with coverage, security scans and settings review. | affaan-m/ | 277k | 7 repos | ~2.9k | Automated safety check: Pass | MIT | today |
| 38 | 38.Audit Security audit and code review for Solidity smart contracts. | sablier-labs/ | 353 | — | ~1.8k | Automated safety check: Pass | Unknown | yesterday |
| 39 | Find bugs, security vulnerabilities, and code quality issues in local branch changes. | getsentry/ | 1k | 9 repos | ~708 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 40 | 40.Audit Full Single-pass codebase analysis leveraging a 1M-token context window for comprehensive security scanning, architecture review, and dependency auditing. | yonatangross/ | 292 | — | ~3.5k | Automated safety check: Notes | MIT | today |
| 41 | 41.Fix Vulns Automated triage and fixing of Dependabot security vulnerabilities (IN-1189). | linuxfoundation/ | 282 | — | ~3.8k | Automated safety check: Notes | MIT | 9 days ago |
| 42 | Verification loop for Laravel projects: env checks, linting, static analysis, tests with coverage, security scans, and deployment readiness. | affaan-m/ | 277k | 4 repos | ~1.1k | Automated safety check: Notes | MIT | today |
| 43 | This skill should be used when the user asks to "verify code", "run verification", "check quality", "validate changes", or before creating a PR. | Galaxy-Dawn/ | 5.7k | 1 repo | ~888 | Automated safety check: Pass | MIT | 18 days ago |
| 44 | Reviews staged changes, a branch, a PR or a path for bugs, security gaps and performance issues, then writes an evidence-based report and creates Beads tasks. | maslennikov-ig/ | 260 | — | ~2k | Automated safety check: Pass | Unknown | 7 mo ago |
| 45 | Code review covering security, performance, quality and maintainability, with a fixed report layout and two analysis scripts; the SKILL.md itself is in Ukrainian. | luongnv89/ | 42k | — | ~484 | Automated safety check: Pass | MIT | today |
| 46 | Scans a whole codebase or a set of changes for security issues, and turns findings into verified patch files that you apply yourself. | anthropics/ | 38k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 47 | 47.Repo Audit Deep analysis of Git history: identify frequently changed hotspot files, analyze code ownership by contributor, and scan for leaked secrets. | zebbern/ | 4.7k | — | ~831 | Automated safety check: Pass | MIT | yesterday |
| 48 | Classify Datapages findings by reach and severity and write review-.md reports. | romshark/ | 114 | — | ~1.2k | Automated safety check: Pass | MIT | today |