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Claude Skills

The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.

Every Agent Skill we could find on GitHub, deduplicated by content. 79 404 files from 1 741 authors, of which 61 763 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.

61 763
unique skills
out of 79 404 files found on GitHub
17 641
are copies
same content, someone else's repository
1 737
tokens, median
what a typical skill costs you in context
7 882
name collisions
two skills with one name cannot sit side by side

7 381–7 440 of 61 763

page 124 of 1 030
Pia Generation
by anthropics
vendor

> Generate a Privacy Impact Assessment in house format for a new feature, product, or processing activity, using the structure learned from your seed PIA. Use when the user says "write a PIA", "privacy impact assessment for", "do we need a PIA for this", "privacy review this feature", or describes a new data processing activity.

4k tokens
Customize
by anthropics
vendor

> Guided customization of your privacy practice profile — change one thing without re-running the whole cold-start interview. Adjust risk posture, escalation contacts, DPA playbook, privacy policy commitments, PIA house style, DSAR process, or matter workspace paths. Use when the user says "change my [thing]", "update my profile", "edit my playbook", or "customize".

1k tokens
Dpa Review
by anthropics
vendor

> Review a Data Processing Agreement against your DPA playbook — auto-detects whether you're processor or controller and applies the right half of the playbook. Use when the user says "review this DPA", "check this data processing addendum", "customer sent their DPA", "is this DPA okay", or attaches a DPA.

5k tokens
Dsar Response
by anthropics
vendor

> Walk through a Data Subject Access Request (or deletion, portability, correction request) and draft the response — verify identity, locate data system-by-system, assess exemptions, draft the acknowledgment and substantive response letters. Use when a DSAR comes in, the user pastes an access/deletion/portability/correction request, or says "DSAR came in", "access request", "right to be forgotten", or "someone wants their data".

5k tokens
Policy Monitor
by anthropics
vendor

> PIAs, DPA reviews, and triage results to find policy drift; or direct query for a proposed new practice. Use when the user asks "does our policy cover this", "we want to start doing X — does the policy need updating", "run the policy monitor", "policy sweep", or wants to find where the privacy policy no longer matches what the team actually does.

4k tokens
Matter Workspace
by anthropics
vendor

> Manage matter workspaces — create, list, switch, close, or detach (practice-level). Keeps one client or engagement's context separate from every other for multi-client practitioners. Use when the user wants to open a new matter, switch matters, list matters, close/archive a matter, or work at practice-level only.

2k tokens
Reg Gap Analysis
by anthropics
vendor

> Diff a new or changed regulation against current privacy policy and practice — outputs a gap list and a remediation plan with owners and dates. Use when a new reg drops, the user asks "does [regulation] affect us", "gap analysis for [state privacy law]", "compliance check against [reg]", or pastes regulatory text.

3k tokens
Use Case Triage
by anthropics
vendor

> Quickly determine whether a processing activity needs a PIA, a mandatory GDPR DPIA, or can proceed — surfaces privacy policy conflicts and routes to the right next step. Use when the user asks "does this need a PIA", "triage this feature", "privacy check on X", "is this okay from a privacy perspective", or describes a new data processing activity, product feature, or vendor relationship.

4k tokens
Is This A Problem
by anthropics
vendor

> Fast "is this a problem?" answer for the quick Slack question — pattern-matches against your calibration. Use when the user says "is this a problem", "quick question", "can we do X", "do I need legal review for", "sanity check", or pastes a PM's question that needs a same-minute fine / needs a look / hold call.

2k tokens
Cold Start Interview
by anthropics
vendor

> Cold-start interview — connects to your launch tracker, reads past reviews, learns your risk calibration. Use on fresh install, when onboarding product counsel, or when the plugin config has placeholders. Run with --redo to re-interview, or --check-integrations to re-probe connectors only.

9k tokens
Feature Risk Assessment
by anthropics
vendor

> Deeper risk assessment for a single feature or product area when the launch what could go wrong, how likely, how bad, what mitigates it. Use when user says "deep dive on this risk", "risk assessment for [feature]", "what could go wrong with", or when launch-review flags a novel issue.

2k tokens
Customize
by anthropics
vendor

> Guided customization of your product counsel practice profile — change one thing without re-running the whole cold-start interview. Adjust risk calibration, escalation contacts, launch review framework, marketing claims posture, or matter workspace paths. Use when the user says "change my [thing]", "update my profile", "edit my framework", "retune my calibration", or "customize".

1k tokens
Marketing Claims Review
by anthropics
vendor

> Review marketing copy for claims that need substantiation, reframing, or cutting. Use when the user says "review this marketing copy", "check these claims", "can we say this", "is this puffery or a problem", or pastes marketing content (landing pages, emails, ads, taglines).

4k tokens
Launch Review
by anthropics
vendor

> Full launch review against your framework and risk calibration. Use when the user says "review this launch", "legal review for [feature]", "can we ship this", "what are the legal issues with [product]", or references a launch tracker ticket or PRD that needs a category-by-category review memo.

6k tokens
Matter Workspace
by anthropics
vendor

> Manage matter workspaces — new, list, switch, close, or detach (practice-level). Use when working across multiple clients or matters in private practice and you need to create, list, switch, close, or detach the active matter so context from one engagement doesn't leak into another.

2k tokens
Comments
by anthropics
vendor

Review open NPRM comment periods, log decisions, track deadlines. Use when an NPRM has a comment window open and you need to surface deadlines, decide whether to file, or record a filing / not-filing / waived decision (--decide CMT-ID).

1k tokens
Gap Surfacer
by anthropics
vendor

> ingests gaps from policy-diff, surfaces what's open and aging, routes to owners, and notifies gap owners via Slack with per-send confirmation. Loaded by the gaps and comments skills before doing substantive work.

4k tokens
Customize
by anthropics
vendor

> Guided customization of your regulatory practice profile — change one thing without re-running the whole cold-start interview. Adjust watched regulators, policy library index, materiality threshold, gap response process, feed configuration, or matter workspace paths. Use when the user says "change my [thing]", "add a regulator", "update my watchlist", "edit my threshold", or "customize".

1k tokens
Cold Start Interview
by anthropics
vendor

Cold-start interview — builds your watchlist, indexes the policy library, and learns your materiality threshold so the monitor surfaces signal instead of noise. Use on fresh install, when reconfiguring (--redo), or when re-checking what connectors are actually responding (--check-integrations).

8k tokens
Gaps
by anthropics
vendor

Open gaps tracker — what's flagged and not yet closed. Use when the user asks "what gaps are open", "gap tracker", "remediation status", or wants to close (--close GAP-ID) or risk-accept (--accept GAP-ID) a tracked gap.

230 tokens
Matter Workspace
by anthropics
vendor

Manage matter workspaces — create, list, switch, close, or detach the active matter (practice-level). Use when working across multiple clients or matters and you need to keep one engagement's context separate from another, or when a substantive skill needs to know which matter it's working in.

2k tokens
Policy Diff
by anthropics
vendor

Diff a specific regulatory change against the indexed policy library. Use when a reg has changed and you need to know which policies it touches and what the gap is, when the user says "diff this reg against our policies", "which policy does this affect", or "gap analysis", or when reg-feed-watcher hands off a material item.

3k tokens
Policy Redraft
by anthropics
vendor

Produce a proposed marked-up policy redraft that closes a gap found by /regulatory-legal:gaps or /regulatory-legal:policy-diff. A first draft for internal review — not for direct application to approved policy documents. Use when the user says "redraft the policy", "draft the policy fix", "mark up the policy", or when gap-surfacer hands off a gap for drafting.

4k tokens
Reg Feed Watcher
by anthropics
vendor

Check regulatory feeds now and report what's new since the last check, filtered by your materiality threshold. Use when the user says "check the feeds", "what's new", "regulatory update", when running from the scheduled agent, or when manually pasting a regulatory development for classification and diff.

8k tokens
Archify
by tt-a1i

Create polished, validated architecture, workflow, sequence, data-flow, and lifecycle/state diagrams as explorable standalone HTML with inline SVG, dark/light themes, optional trace motion, and PNG/JPEG/WebP/SVG/WebM export. Accept plain-language requirements or pasted Mermaid flowchart, sequenceDiagram, and stateDiagram input; inspect repository evidence when the diagram must reflect real code. Use when the user asks to visualize system architecture, infrastructure, cloud/security/network topology, technical workflows, API call sequences, request lifecycles, data pipelines, ETL/ELT, data lineage, state machines, or to convert/beautify Mermaid.

1346k tokens scripts
Frontend
by redis
vendor

>- component folder structure, styled-components, hooks, named exports, barrel files, layout components, and theme usage. Use when editing any file under redisinsight/ui/**, writing or modifying React components, Redux slices, styled-components, custom hooks, or when the user mentions UI, frontend, React, Redux, or styled-components.

3k tokens
Backend
by redis
vendor

>- module structure, services, controllers, DTOs, dependency injection, and error handling. Use when editing any file under redisinsight/api/**, writing or modifying NestJS modules, controllers, services, DTOs, providers, or when the user mentions the backend, API, or NestJS.

2k tokens
Commits
by redis
vendor

>- Generate commit messages following Conventional Commits format. Use when creating commits, writing commit messages, or the user asks to commit changes.

451 tokens
Branches
by redis
vendor

>- Create and name git branches following project conventions. Use when creating branches, checking out new branches, or the user mentions branch naming.

408 tokens
Dead Dependencies
by redis
vendor

>- Find and safely remove unused ("dead") npm dependencies in RedisInsight using a grep + leaf-check + build-gate recipe. Use when cleaning up dependencies, investigating whether a package is still used, removing a suspected leftover, or when the user mentions dead deps, unused dependencies, dependency cleanup, leftover packages, or "is this safe to remove". Complements the weekly vulnerability audit (`scripts/dependency-audit-report.mjs`), which only reports vulnerabilities.

2k tokens
E2e Testing
by redis
vendor

>- object models, test structure, fixtures, navigation patterns, and flaky-test prevention. Use when editing files under tests/e2e-playwright/**, writing Playwright tests, adding page objects, or when the user mentions Playwright, E2E tests, page objects, or end-to-end testing.

5k tokens
Feature Flags
by redis
vendor

>- Create, modify, and remove feature flags in RedisInsight. Use when adding a new feature flag, introducing a dev flag, promoting a dev flag to regular, cleaning up old flags, or the user mentions feature flags, feature toggles, or gating features.

2k tokens
Code Quality
by redis
vendor

>- naming conventions (camelCase, PascalCase, UPPER_SNAKE_CASE), linting rules, no `any` without reason, no `!important` in styles, and constant extraction. Use when writing or refactoring any TypeScript/JavaScript code in this repo, when ESLint or Prettier issues come up, or when the user mentions code style, lint, naming conventions, or general code quality.

1k tokens
Git Safety
by redis
vendor

>- push, or force-push directly to main, latest, or release branches; no destructive history rewrites without explicit user approval. Use before any git operation that touches protected branches, before force-push, reset --hard, history rewrite, or branch deletion, or whenever the user asks about merging, pushing, or release branches.

611 tokens
Type Check Baselines
by redis
vendor

>- Run, refresh, or recover from RedisInsight's per-project TypeScript error baselines (.tscheck.rec.json). Use when CI reports "baseline is outdated" or "more TS errors than previously recorded", when the user mentions tscheck / type-check / .tscheck.rec.json, when introducing or fixing TS errors, or when reviewing PRs that touch baseline files.

1k tokens
Pull Requests
by redis
vendor

>- Create and review pull requests following project standards including title format, description template, and review checklist. Use when creating PRs, writing PR descriptions, or reviewing pull requests.

527 tokens
Redis Insight Plugin
by redis
vendor

Use when creating, modifying, debugging, deploying, or testing Redis Insight Workbench visualization plugins, plugin manifests, package.json visualizations, activationMethod functions, redisinsight-plugin-sdk usage, Parcel/Vite plugin builds, iframe rendering, Redis command parsing, Docker RedisInsight deployment, /api/plugins verification, or Playwright plugin validation.

20k tokens scripts
I18n
by redis
vendor

>- Internationalization conventions for the RedisInsight UI (i18next). Use when adding or changing user-facing strings under redisinsight/ui/**, editing the locale files (en.json/bg.json), translating API errors or notifications, or when the user mentions i18n, translations, locales, i18next, or <Trans>.

3k tokens
Tsconfigs
by redis
vendor

>- Locate and modify TypeScript configuration in RedisInsight. Use when adding path aliases, introducing a new TS area, debugging webpack/ts-node/ESLint path resolution, or the user asks about tsconfig, path mappings, or where TypeScript is configured.

1k tokens
Testing
by redis
vendor

>- Unit/integration testing standards for RedisInsight using Jest and for test data, mocking patterns, and `waitFor` instead of fixed time waits. Use when writing or modifying any `*.spec.ts` or `*.spec.tsx` file, when adding component or slice tests, when debugging flaky tests, or when the user mentions jest, testing library, faker, or test patterns.

3k tokens
Branches
by redis
vendor
9 tokens
Feature Flags
by redis
vendor
10 tokens
Pull Requests
by redis
vendor
10 tokens
Commits
by redis
vendor
9 tokens
Migrate To Vinext
by cloudflare
vendor

Migrates Next.js projects to vinext (Vite-based Next.js reimplementation). Load when asked to migrate, convert, or switch from Next.js to vinext. Handles compatibility scanning, package replacement, Vite config generation, ESM conversion, and deployment setup (Cloudflare Workers natively, other platforms via Nitro).

7k tokens
Security Diff Scan
by openai
vendor

Use when the user asks for a security review of a pull request, commit, branch diff, working-tree patch, or other Git-backed change set.

5k tokens
Security Scan
by openai
vendor

Use for a standard, single-pass security audit of an entire repository or a scoped path, package, folder, or submodule with no diff to review. This is the default repository scan. Do not use for PR, commit, branch, or working-tree diffs, or for deep, multi-pass scans.

6k tokens
Finding Discovery
by openai
vendor

Use when Codex is already in the finding-discovery phase of a security scan or the user explicitly asks to discover candidate security findings in a repository or code change. Do not use as the primary trigger for full PR, commit, branch, patch, or repository scans.

6k tokens
Attack Path Analysis
by openai
vendor

Use when Codex is already in the attack-path-analysis phase of a security scan or the user explicitly asks to trace a security finding from source to sink and calibrate severity. Do not use as the primary trigger for full PR, commit, branch, patch, or repository scans.

7k tokens
Define Security Policy
by openai
vendor

Define, review, or update SECURITY.md guidance for a repository or component. Use when the user wants to clarify what Codex Security should review, what is out of scope, which security properties must hold, or whether existing guidance still matches the code.

2k tokens
Deep Security Scan
by openai
vendor

Use when the user asks for a deep, exhaustive, multi-pass, or variance-reducing repository-wide or scoped-path Codex Security scan. Run repeated independent discovery with the Codex Security deep-scan tool, then synthesize one canonical validation threat model and run validation, attack-path analysis, canonical JSON completion, and generated reporting once. Do not use for PRs, commits, branch diffs, or working-tree diffs.

5k tokens
Validation
by openai
vendor

Use when Codex is already in the validation phase of a security scan or the user explicitly asks to determine whether one or more candidate security findings are valid. Do not use as the primary trigger for full PR, commit, branch, patch, or repository scans.

10k tokens
Add Compat Flag
by cloudflare
vendor

Step-by-step guide for adding a new compatibility flag to workerd, including capnp schema, C++ usage, testing, and documentation requirements.

1k tokens
Commit Categories
by cloudflare
vendor

Commit categorization rules for changelogs and "what's new" summaries. MUST be loaded before categorizing commits in changelog or whats-new commands. Provides the canonical path-based category table used to group commits by area.

851 tokens
Find And Run Tests
by cloudflare
vendor

How to find, build, and run tests in workerd. Covers wd-test, kj_test target naming, bazel query patterns, and common flags. Also covers parent project integration tests if workerd is used as a submodule. Load this skill when you need to locate or run a test and aren't sure of the exact target name or invocation.

893 tokens
Add Autogate
by cloudflare
vendor

Step-by-step guide for adding a new autogate to workerd for gradual rollout of risky changes, including enum registration, string mapping, usage pattern, and testing.

1k tokens
Dad Jokes
by cloudflare
vendor

After completing any task that took more than ~5 tool calls, or after long-running builds/tests finish, load this skill and deliver a dad joke to lighten the mood. Also load before any user-requested joke, pun, or limerick. Never improvise jokes without loading this skill first.

705 tokens
Investigation Notes
by cloudflare
vendor

Structured scratch tracking document for investigation state during bug hunts - prevents re-reading code, losing context, and rabbit holes; maintains external memory so you don't re-derive conclusions

1k tokens
Identify Reviewer
by cloudflare
vendor

Identifies the local user's GitHub account and git identity before performing code reviews. Load this skill at the start of any PR review, code review, or commit log analysis so findings can be framed relative to the user's own prior comments, commits, and approval status.

799 tokens
Bazel Test Hygiene
by cloudflare
vendor

Mandatory rules for running bazel tests during development. Load this skill before running any bazel test command, especially when validating fixes or verifying regression tests. Prevents false confidence from cached results, filter flags that silently match nothing, and partial test runs that miss breakage.

844 tokens

Claude Skills — questions

Answers built from the skills we actually parsed.

What is a Claude Skill?
A folder with a SKILL.md file: instructions that teach an agent to do one thing well, optionally with scripts and reference files alongside. The format is open and called Agent Skills — Claude Code, Codex and other agents read the same files. It is not a program you run; it is knowledge the agent loads when the task calls for it.
How is a skill different from an MCP server?
A server gives the agent new abilities — it connects to something and exposes tools. A skill gives the agent knowledge: how to use what it already has. They combine, and often literally: 11 329 of the skills here declare which MCP servers they need to work.
Why are there fewer skills here than in other catalogues?
Because we deduplicate by content. Of 79 404 files found on GitHub, 61 763 are unique — the rest is the same skill copied into someone else's repository, word for word. Catalogues that count files rather than skills show every copy as a separate entry.
What does the token count mean?
A skill is loaded into the model's context when it is used, so its size is a running cost on every request that touches it. We measure the whole folder, not just SKILL.md: one official skill is 377 tokens, another drags 83 files of fonts behind it.
How do I install a skill?
Copy the skill folder into ~/.claude/skills for personal use, or into .claude/skills inside a project. The agent picks it up by the name in the SKILL.md header — which is worth checking: 7 882 skills here share a name with another skill, and two of them cannot sit side by side.