Review & quality
19,471 rows, by stacks then stars
1,766 of these skill files have been read, by 1,273 distinct authors, and what they tell an agent counted. What Review & quality authors agree on, and what they forbid
Zsun79/LitReviewSkill/skills/write-literature-review Skill
no license22★ repoLitReview Skill is an installable agent skill for end-to-end literature review generation. It helps agents conduct literature reviews with a well-designed and widely used review framework so the search process is broad, iterative, and less likely to miss relevant articles.
Agents365-ai/scholar-deep-research/skills/scholar-deep-research Skill
22★ repo8-phase literature-review pipeline. 7 federated sources, dedup, ranked retrieval, citation chasing, self-critique, 5 report archetypes.
SamBWarren/parable/skill/parable Skill
22★ repoA pseudo-Fable mode for Claude Opus — Fable-style planning, verification, and multi-agent discipline as a Claude Code skill set. Unofficial; not affiliated with Anthropic.
joaquimscosta/arkhe-claude-plugins/.claude/skills/plugin-release-checker Skill
21★ repoSupercharge Claude Code with 109 specialized components — 22 agents, 32 commands, 55 skills across 13 modular plugins. Deep reasoning, autonomous dev loops, DDD architecture, design system enforcement, git automation, and more.
bovinphang/frontend-craft/localized/zh-CN/skills/fec-accessibility-check Skill
21★ repofrontend-craft is a universal frontend plugin that brings the same opinionated engineering standards to all 15 AI coding assistants.
arpitbbhayani/ape-skills/ape-commit Skill
21★ repoSkills for apes like us, so we can do our jobs better and make our lives easier.
rarce/git-wiki/skills/git-wiki Skill
21★ repoClaude Code skill implementing Karpathy's LLM-wiki pattern on a personal GitHub repo, with qmd for on-device hybrid search.
mart337i/odoo-skills/skills/grill-me Skill
no license21★ repoAgent skills for Odoo addon development and OCA module migration
scholarly360/owasp-top10-web-skills/skills/authentication-failures Skill
20★ repoAgent Skills for OWASP Top 10 Application Security Risks (https://owasp.org/Top10/2025/)
AaronL725/ielts-writing-review-skills/skills/ielts-task1-review Skill
20★ repoAI agent skills for IELTS Writing Task 1 & Task 2 review with DOCX comments, customizable target bands, and model answers.
the-senior-dev/senior-dev-skills/skills/react-senior-code-review Skill
19★ repoClaude Code skills to help you think like a Senior Engineer.
PaymobAccept/Paymob-AI-Integration-Skill/skills/paymob-integration Skill
19★ repoOfficial Paymob payment integration skill for Claude Code — Intention API, HMAC, mobile wallets, BNPLs, Apple Pay across Node.js, Python, PHP, Flutter and more
livlign/claude-skills/plugins/dotnet-coverage-kit/skills/coverage-init Skill
18★ repoA Claude Code plugin marketplace for open-source maintainers — README heroes, README audits, and .NET test-coverage backfills.
pilotspace/ADD/.claude/skills/add Skill
18★ repoADD - LOOP SKILL for AI Coding Agent
Neeeophytee/ai-cost-cutter-skills/skills/advisor-call-budget Skill
no license18★ repo10 skills that cut your AI bill with proof instead of vibes. MIT, works in Claude Code, Codex, Cursor. Every skill's check is executed by CI.
cmertdalli/polisci-review/adapters/claude-skill/polisci-review Skill
17★ repoStructured, LLM-agnostic pre-submission audit for political science manuscripts
IvoryCanvas/QAMap/skills/qamap-pr-qa Skill
17★ repoLocal zero-LLM PR QA designer: turns commits and diffs into behavior lifecycles, QA scenarios, and deterministic automation drafts.
Fpga hardware design and review guide
cobbpeng/fpga-hardware-design-and-review-guide Skill
17★FPGA hardware design guide based on real-world projects. Covers SystemVerilog, Vivado workflow, timing closure, CDC handling, and Xilinx 7 series device selection. Perfect for AI coding assistants and FPGA developers.
Sanexxxx777/curated-claude-code/skills/goal Skill
16★ repoA small, vetted, self-evolving harness for Claude Code — curated, not dumped. Skills, safety guards, and a self-improvement loop.
jaaaaaaaaaaack/custom-skills/animation-review Skill
no license16★ repoPublic repo for my custom-built claude skills (currently just animation-review)
denysdovhan/agents/skills/commit Skill
16★ repoA collection of custom skills for my workflows with AI-agents
jin-s13/ai-research-writing-skill Skill
16★AI Research Writing Skill (AI论文写作技能) is an agent skill for ML / AI / CV / NLP researchers. Point your coding agent at code, experiment logs, notes, and a venue template; it helps you produce an auditable, evidence-backed LaTeX draft and submission package — not a polished fiction.
formulahendry/agent-skill-code-runner/.github/skills/code-runner Skill
16★ repoAn Agent Skill that enables AI agents to run code snippets in multiple programming languages. Works with GitHub Copilot, Claude Code, and other skills-compatible agents.
ngmeyer/council-review Skill
16★Claude Code skill: Run decisions, code, and plans through a council of 5 AI advisors with anonymous peer review. Based on Karpathy's LLM Council.
rengwu/iudex/templates/dot_iudex/skills/grill-me Skill
no license16★ repoShip code structurally with parallel agents
BESSER-PEARL/research-agent-skills/research-paper-review Skill
16★ repoAI agent skills by BESSER-PEARL, systematic paper review, and more. Works with Claude Code, Cursor, Copilot, Windsurf, and any skills.sh-compatible agent
jzOcb/agent-guardrails Skill
15★Mechanical enforcement tools to prevent AI agents from bypassing established project standards.
ToruAI/toru-claude-agents/skills/branch-workflow Skill
15★ repoMulti-agent team for Claude Code: 7 AI specialists (strategy, dev, security, sales, design, data, research) that collaborate and challenge you. Dev-cycle workflow with machine-verifiable completion.
LazyIsEfficient/agentic-os/.claude/skills/adversarial-claims-reviewer Skill
15★ repoAgentic Framework for Modern Development
mnapoli/skill-address-pr-review Skill
15★Claude skill that fixes PR comments and CI failures
kunitoki/sonic-skills/skills/au-review Skill
15★ repoModular Markdown-based audio skills for AI agents and developers, covering signal processing, synthesis, effects, analysis, and spatial audio.
openitu/itu-t-recommendation-reviewer Skill
15★Model-agnostic AI agent skill (open Agent Skills format) that reviews draft ITU-T Recommendations against the ITU-T Author's Guide, presentation rules and quality checklist. Works with any LLM.
yujie-jason-zhang/polish_skill/experiment-section-auditor Skill
15★ repoA modular academic-writing skill suite for novelty-risk audits, problem-driven literature reviews, manuscript argument reconstruction, TeX-safe polishing, cover letter and response to Reviewers' comments, distilled from my papers.
PSPDFKit-labs/nutrient-skills/plugins/make-pdf/skills/make-pdf Skill
no license15★ repoAI agent skills for Nutrient APIs and SDKs — works with Claude Code, Codex, Gemini CLI, Cursor, and 35+ more agents
v0lka/skills/agentic/prompts-review Skill
15★ repoA set of AI agent skills for research and development tasks.
jame581/LogseqBrain/skills/brain-doctor Skill
15★ repoPersistent memory for Claude using a dedicated Logseq graph. Save and load project context, decisions, and progress across sessions and devices.
paulnsorensen/easy-cheese/.agents/skills/pythonic Skill
15★ repoCheese your code 🧀 — high-quality results as easy as cheese. A portable, harness-agnostic Agent Skills toolkit.
atomno-mcp/mcp-fns-check/io.github.atomno-mcp/mcp-fns-check MCP server
15★ repoRussian tax authority (FNS) counterparty checks: status, debts, blocks. Due diligence MCP.
IrtezaAsadRizvi/claude-human-review/skills/human-review Skill
no license14★ repoClaude Code plugin that reviews every edit in plain English so you approve or undo with full context.
shirley-xue-2025/usage-guard/skill/usage-guard Skill
14★ repoProactive 5h usage guard for Claude Code (macOS). Pause before extra wallet on long batch/subagent runs. Account-level window visibility. /usage-guard skill + daemon. Not affiliated with Anthropic.
rookiestar28/Agentique-CLI/starters/portable-profile-review/codex-skill Skill
14★ repoAn open-source companion repo for Agentique.io: a free community hub for discovering, sharing, and reusing trusted AI agent resources.
evgeniy038/hypothesis-validator Skill
no license14★A no-fluff AI agent skill for validating startup hypotheses with evidence, ICP clarity, money signals, and GTM reality checks
ZarK/ai-supply-chain-guard/supply-chain-guard Skill
14★ repoTool-agnostic Agent Skill for dependency supply-chain defense
DevOtts/build-it Skill
14★Autonomous delivery orchestrator for Claude Code — hand it a goal and a numbered Definition of Done, it runs the whole job to completion
grcorsair/corsair/skills/corsair Skill
14★ repoCompliance trust shouldn't require emailing PDFs and hoping nobody tampered with them. Corsair signs compliance findings as verifiable digital certificates that anyone can check with a standard JWT library.
isak102/neowright/.agents/skills/git-commit Skill
14★ repoLike Playwright, but for Neovim
JuanMarchetto/doc-standards-skill/doc-standards Skill
13★ repoClaude Code skill: five-layer documentation quality standards (ASD-STE100, Google/Microsoft style, ISO 24495, AI readability) with a machine-checkable lint gate
Marcel-Bich/marcel-bich-claude-marketplace/plugins/credo/skills/audit Skill
13★ repoA collection of mainly my own productivity plugins for Claude Code.
cucupac/shellbrain/onboarding_assets/claude/skills/shellbrain-usage-review Skill
no license13★ repoShellBrain. Long-term memory for AI.
BenedictKing/benedictking-skills/skills/codex-review Skill
13★ repoBenedictKing's Agent Skills collection for Claude Code and compatible agents
kununu/agent-bridge/skills/agent-bridge Skill
13★ repoThis skill accommodates Agent-to-Agent communitcation: e.g. Codex asking Claude for a review, treating it as a worker, teammate, thinking partner.
mikezhangyl/jd-cv-grill Skill
13★JD CV Grill helps experienced candidates read a job description, recover relevant project evidence, and tailor a truthful bilingual CV/resume for ATS and recruiters. 简历优化 / JD匹配 / 经历挖掘.
steph-dove/klaussy-agents/examples/fastapi/.agents/skills/fastapi-address-review Skill
13★ repoA multi-agent context, rules, and hooks boilerplate generator. With a single command, it scaffolds conventions, namespaced skills, stack-appropriate settings, and interactive guardrails for seven major AI coding environments, matching each agent's native file formats and capability profiles.
davidleitw/xreview/.agents/skills/xreview Skill
12★ repoAgent-native code review engine for Claude Code — delegates review to Codex for independent three-party consensus
Metalnib/dotnet-episteme-skills/skills/dotnet-techne-code-review Skill
12★ repoDotNet Episteme Skills - a curated, manual-first .NET AI skills library rooted in systematic knowledge (episteme) and shaped by disciplined craft (techne), designed for engineers who prioritise precision over hype.
Stunspot/TestForge/plugins/testforge/skills/software-verification Skill
no license12★ repoFree Collaborative Dynamics Augment for risk-driven software verification, skeptical review, and isolated Agent behavioral evals.
olgaiv39/claude-oss-skills/skills/dependency-review Skill
12★ repoPractical Claude Code runbooks for clean, resource-efficient open-source development - from planning and implementation to debugging, review, release, and deployment
oubakiou/mdxg-redline/skills/md-review Skill
12★ repoInline review tool for MDXG markdown — capture highlighted comments and export them as structured JSON for LLM agents.
Viniciuscarvalho/Feature-marker Skill
11★AI-powered feature development orchestrator — PRD → Tech Spec → Tasks → Implementation → Tests → PR — with checkpoint/resume, 5 execution modes, and auto-detection for GitHub/GitLab/Azure DevOps. Claude Code skill.
lebsral/DSPy-Programming-not-prompting-LMs-skills/skills/ai-auditing-code Skill
no license11★ repoAI skills for Claude Code, Cursor, and other coding agents. Build reliable AI features with DSPy — classification, RAG, parsing, agents, and more. Just type /ai-do.