Agent skills

Code Review & Quality skills

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
2,936 found
1,3451,392 · page 29 / 62
agent-design-reviewReview an LLM agent design and find where it will be unreliable, expensive, or unsafe. Use when asked to review an agent…mohitagw15856agent-sortBuild an evidence-backed ecc install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs…mturacagent-teamForm an Agent Team of Implementer and Reviewer subagents to tackle the given task, looping implementation and review until the…dyoshikawaagentflowOrchestrate autonomous AI development pipelines through your Kanban board (Asana, GitHub Projects, Linear). Manages multi-worker…sickn33agentic-workflowsRoute gh-aw workflow design/create/debug/upgrade requests to the right prompts.dotnetagentic-workflowsRoute gh-aw workflow design/create/debug/upgrade requests to the right prompts.githubagents-md-protocolCreate or review an AGENTS.md file so coding agents get stable repo-local policy, and handoff rules. Use when a repo lacks…stevesolunagentsop-output-format-by-modelPick an LM output format per (task x consumer x model) rather than by reflex: different formats carry different cognitive load…agentsopeagf-skill-stocktakeUse when PL / tech-lead audits the content quality of AGF's own skills (`.claude/skills/agf-*/SKILL.md`). Provides the…pcliangxagsy-literature-positioningUse when positioning an Agricultural Systems (AgSy) manuscript against the literature so it reads as a systems contribution. AgSy…brycewang-stanfordagsy-review-processUse to understand how Agricultural Systems (AgSy) evaluates a manuscript — single-anonymized peer review with a minimum of two…brycewang-stanfordagsy-revision-and-rebuttalUse when writing the response to an Agricultural Systems (AgSy) revision decision. AgSy review is single anonymized with at least…brycewang-stanfordagsy-workflowUse as the entry point for any Agricultural Systems (AgSy) manuscript. Routes to the right AgSy sub-skill based on where you are…brycewang-stanfordahr-argument-developmentUse when turning archival findings into a sustained historical argument for The American Historical Review (AHR). The AHR rewards…brycewang-stanfordahr-citation-and-styleUse when formatting citations and notes for an American Historical Review (AHR) manuscript. The AHR follows the Chicago Manual of…brycewang-stanfordahr-historiography-positioningUse when positioning an American Historical Review (AHR) manuscript within the historiography so it reads as an intervention, not…brycewang-stanfordahr-interpretation-and-methodUse when choosing and defending an interpretive approach for an American Historical Review (AHR) manuscript — social, cultural…brycewang-stanfordahr-review-processUse to understand how The American Historical Review (AHR) evaluates a manuscript — double-blind anonymous review by at least six…brycewang-stanfordahr-revision-and-responseUse when responding to an American Historical Review (AHR) decision — a revise-and-resubmit or rejection. AHR articles are read…brycewang-stanfordahr-sources-and-archivesUse when handling primary sources and archives for an American Historical Review (AHR) manuscript — distinguishing primary from…brycewang-stanfordahr-structure-and-expositionUse when organizing an American Historical Review (AHR) article so narrative and analysis work together within the roughly…brycewang-stanfordahr-submissionUse when running the final pre-submission preflight for The American Historical Review (AHR) via ScholarOne — masked-author…brycewang-stanfordahr-workflowUse as the entry point for any American Historical Review (AHR) manuscript. Routes to the right AHR sub-skill based on where you…brycewang-stanfordahr-writing-styleUse when drafting or polishing the prose of an American Historical Review (AHR) manuscript so it reads with clarity and authority…brycewang-stanfordai-assisted-performance-reviewEvaluate performance fairly when output is AI-assisted — what still measures the human, what now measures the tooling, and how to…mohitagw15856ai-disclosure-policyDecide when and how your product and communications must (or should) label AI-generated content, and write the disclosure policy…mohitagw15856ai-eval-planDesign an evaluation plan for an LLM or AI feature before shipping it. Use when asked how to evaluate a prompt/model/agent, set…mohitagw15856ai-loopRuns a bounded spec-build-review development loop with explicit scope, stop conditions, and human approval gates for risky or…sickn33ai-readyMake any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates…githubai_response_evaluator_hhhEvaluates AI responses using the HHH (Harmless, Honest, Helpful) framework with a 1-7 ranking and preference scale. Integrates…ECNU-ICALKai-seoWhen the user wants to build programmatic SEO with AI, create competitor alternative pages, optimize for AI Overviews, or scale…tech-leads-clubai_text_quality_evaluatorEvaluates a single AI response against a prompt using a 0-100% scale, grounded in rigorous criteria of Harmlessness, Honesty, and…ECNU-ICALKai-ugc-adsWhen the user wants to create UGC ad campaigns, recruit UGC creators, generate AI UGC content, or scale with user-generated…tech-leads-clubaistats-review-processUse when explaining or planning around AISTATS peer review, OpenReview review release, author-reviewer discussion, reviewer…brycewang-stanfordaistats-workflowUse when planning an AISTATS project timeline from venue fit through abstract submission, full-paper upload, supplementary…brycewang-stanfordajps-literature-positioningUse when positioning an American Journal of Political Science (AJPS) manuscript against the literature. AJPS is double-blind, so…brycewang-stanfordajps-review-processUse to understand how the American Journal of Political Science (AJPS) evaluates a manuscript — double-blind peer review, desk…brycewang-stanfordajps-submissionUse when running the final pre-submission preflight for the American Journal of Political Science (AJPS) via Editorial Manager —…brycewang-stanfordajps-writing-styleUse when drafting or polishing an American Journal of Political Science (AJPS) manuscript so it fits the word caps (Articles <=…brycewang-stanfordajs-literature-positioningUse when positioning an American Journal of Sociology (AJS) manuscript within the literature so it reads as in dialogue with…brycewang-stanfordajs-review-processUse to understand how the American Journal of Sociology (AJS) evaluates a manuscript — its distinctive student-run, double-blind…brycewang-stanfordajs-submissionUse when running the final pre-submission preflight for the American Journal of Sociology (AJS) via Editorial Manager — the $30…brycewang-stanfordajs-workflowUse as the entry point for any American Journal of Sociology (AJS) manuscript. Routes to the right AJS sub-skill based on where…brycewang-stanfordalchemy-debug-bundleCollect Alchemy SDK debug evidence for troubleshooting and support tickets. Use when encountering persistent issues, preparing…jeremylongshorewritesamann-editor-strategyUse when working with the Associate Editor and Editor of an Academy of Management Annals (Annals) review — scope alignment after…brycewang-stanfordamann-evidence-standardsUse when appraising the cumulative evidence and ensuring balance in an Academy of Management Annals (Annals) review — weighing…brycewang-stanfordamann-organizing-frameworkUse when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the…brycewang-stanfordamann-proposal-framingUse when writing the short proposal that gates an Academy of Management Annals (Annals) review — the ≤5-page, four-heading…brycewang-stanford
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How the catalog works
What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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