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. 79 437 files from 1 744 authors, of which 61 785 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.
Dynamic, vibrant style with thick borders, geometric shapes, high-contrast colors, and expressive typography conveying motion and vitality.
Carefully curated, modern minimal style with elegant serif typography and understated, sophisticated palettes.
Throwback design with vintage-inspired typography, high-contrast retro palettes, and nostalgic visual elements.
A playful, joyful, two-color risograph print aesthetic built on a single warm off-white paper surface running through every section
App dashboard with purple-themed aesthetic, top-bar navigation, card-based layouts, and developer-first workflows.
A playful, arcade-inspired interface for games — built on the VT323 pixel typeface, hard-edged 0px corners, chunky pill buttons that physically press into solid offset blocks
Shadcn/ui-inspired design with minimal, clean components, monochrome palette, and utility-first patterns.
A friendly, hand-drawn sketch interface inspired by pencil illustrations on warm cream paper. Soft teal brand accents, hand-written display headings, rounded pill controls.
Real-world mimicry with textured surfaces, 3D effects, and familiar physical metaphors for intuitive digital interfaces.
Modern minimalist aesthetic with clean lines, intentional color palette, subtle interactions, and consistent spacing.
Generous whitespace, consistent padding, and grid-based layouts for clean, readable, and breathing interfaces.
Graceful, refined aesthetic with delicate typography, minimal palettes, and polished layouts that exude sophistication.
Clean, high-contrast enterprise design for data-driven workflows with intuitive drag-and-drop patterns and structured layouts.
Narrative-driven design using visuals, copy, and interaction to guide users through engaging, emotionally resonant journeys.
A sun-baked, clay-toned editorial interface built on warm cream surfaces, ink-brown headlines set in a display serif, and a single terracotta accent.
Classic block-game inspired design with playful colors, bold display fonts, and compact, high-energy layouts.
Lively, colorful design with bold playful typography, warm accents, and dynamic visual energy.
1950s-1990s nostalgia with skeuomorphic touches, grainy textures, retro color palettes, and pixel-style typography.
>- Guide for integrating and using the DirectXTex texture processing library in new projects. Use this skill when asked about adding DirectXTex to a project, loading/saving textures, format conversion, mipmap generation, block compression, or Direct3D resource creation.
Guide for performing the DirectXTex release process. Use this skill when asked to help with releasing a new version, publishing packages, or updating ports.
>- Guide for using the texassemble command-line tool to create cubemaps, volume maps, texture arrays, and other assembled DDS textures from individual images. Use this skill when asked about creating cubemaps, volume textures, texture arrays, merging channels, converting animated GIFs to textures, or extracting cubemap faces to cross/strip layouts.
>- Guide for using the texconv command-line texture conversion tool. Use this skill when asked about converting textures, compressing images to DDS/BC formats, generating mipmaps, resizing textures, creating normal maps, or performing HDR tone mapping from the command line.
Ensures configuration and code changes are released correctly. Use PROACTIVELY whenever you edit config.json, change any setting, or fix a configuration bug in this project, so the change reaches production.
Discuss a domain with the user, research it from real sources, then generate a trusted skill bundle for it - a step-by-step workflow with a flowchart, a domain adapter, a trap fixture, and a smoke eval. Use when the user says "/fable-domain <sector>", "make a skill for <domain>", "add a domain to the fable method", or "give a lesser model Fable's workflow for <domain>". The bundle is the deliverable; a workflow without its flowchart, sources, and trap is not done.
Adversarial verification of finished work. Treats any "done" as a set of claims, then re-runs the claimed verifications, diffs what actually changed, detects weakened tests and false completion claims, and delivers an evidence-based verdict (VERIFIED / VERIFIED WITH CAVEATS / REFUTED). Use after any agent or model claims work is complete - "/fable-judge", "judge this work", "verify what it did", "did that actually work?". Also runs the fable-method trap suite against a skill or model via "/fable-judge suite <target>".
End-to-end orchestrated workflow that runs a task the way Fable ran sessions - parallel evidence subagents, one committed plan, surgical execution with an intent gate, adversarial verification agents, honest outcome-first report. Use for non-trivial multi-step tasks when the user says "/fable-loop", "run the fable loop", or "do this the way Fable would". For the rules alone without orchestration, use fable-method; for large multi-phase projects, prefer the GSD workflow and use this inside phases.
A step-by-step problem-solving loop (classify the ask, define done, gather evidence, decide, act surgically, verify by observation, report outcome-first). Use when the user says "/fable-method", "use the fable method", or "approach this like Fable", or proactively when starting any multi-step task that no task-specific skill covers. Subcommands - plan (stop after the plan), audit (grade finished work against the loop), report (rewrite an answer outcome-first).
Search papers across arXiv, DBLP, OpenAlex, OpenReview, Semantic Scholar, and Crossref for a given query and year range, using ./scripts/search_papers.py. Use when the user asks to find papers, related work, prior art, or recent publications on a specific topic, especially when they mention a date range or specific venues like NeurIPS, ICLR, or ICML.
Check whether a proposed research novelty (given a problem statement and claimed idea/novelty) overlaps with existing published work. TRIGGER when the user asks to verify research novelty, check if an idea is new, compare a proposed contribution to prior art, do a literature/prior-art search for a specific claim, or assess whether a paper idea has been scooped. DO NOT TRIGGER for general literature reviews unrelated to a specific novelty claim, or for writing related-work sections of an already-validated idea.
Extract a research paper PDF into a structured set of poster-agnostic assets reusable by any downstream renderer (paper2poster, paper2blog, paper2audio, paper2video). Produces a `<outdir>/` containing the paper's full text (assets/meta/text.txt), per-figure captions (assets/meta/captions.json), cleaned figure rasters (assets/figures/*.png + assets/meta/figures.json manifest), paper metadata (assets/meta/metadata.json: title / authors / institutes / venue / paper_url / code_url), institute logos (assets/logos/*), URL QR codes (assets/qr/*), and a 9-section structured paper summary (assets/meta/paper_spec.md). The bundle follows the Output Contract layout (deliverables at top, everything else under `assets/`). Use when the user wants to extract paper content into reusable assets, OR as the mandatory upstream stage of any paper-rendering pipeline — e.g., "extract this paper", "build paper assets", "get the figures and spec from this PDF", "paper2assets".
>- Generate ONE reviewer-defensible, implementable research idea with a concrete method and falsification plan from a stated research direction. Use when the user asks for a research idea, novelty analysis, bottleneck diagnosis, or paper-shape suggestion. Skip code review, debugging, and unconstrained brainstorming without research context.
Score the QUALITY of a research idea at the idea stage — given a Markdown file with Title / Motivation / Method sections (no experiments needed), produce a per-axis quality assessment with cited evidence and an overall 0–100 score plus a verdict; or, given two such idea files, a blind head-to-head comparison. TRIGGER when the user asks "how good is this idea", "rate / score / grade this research idea or proposal", "review my idea .md before I write it up", "is this contribution strong enough to pursue", "which of these two idea files is stronger", or hands over an idea Markdown file (Title/Motivation/Method) and wants a quality judgment. Use this even when the user does not say the word "score" but clearly wants an assessment of how strong an idea is. DO NOT trigger for prior-art / overlap / "is this novel vs existing work" checks (that is a literature-collision task), for full reviews of finished papers that already have results, or for generating the idea itself.
Convert a rendered HTML page (especially A0 conference posters) into a native PowerPoint .pptx with editable text + native shapes — NOT a PNG-in-slide. Walks the live DOM via headless chromium, extracts BLOCK-level text containers (p/h1-h6/li/td) as TextBoxes with inline <strong>/<em> as mixed-style Runs, <img> as Picture with object-fit:contain respected (plus white-tile decoration under transparent-PNG logos), CSS ::before/::after generated content (e.g. 'So what →' callouts) as inherited-style runs, SVG via cairosvg rasterization, decorative <div>/<section> with bg/border/gradient/box-shadow as Rectangle/RoundedRect with matching fill (solid + linear-gradient + outer shadow). All CSS colors (including color-mix/oklab/color()) normalized via canvas. CSS hyphens:auto becomes OOXML soft hyphens via pyphen. CSS line-height absolute Pt for paragraph spacing. Native OOXML bullets with hanging indent. Optional Claude-vision fidelity auditor runs by default (toggle with `--no-vision-audit`); diffs HTML truth vs PPT render → structured 12-category issue report. Supports both direct API (`ANTHROPIC_AUTH_TOKEN`) and base-URL proxy (`ANTHROPIC_BASE_URL`) auth. Targets ~95% visual fidelity with web fonts installed. TRIGGER when user asks: 'HTML to PPT', 'poster to PowerPoint', 'editable PPT from HTML', 'pptx from html', '1:1 PPT clone', or wants an HTML render shipped as an editable .pptx for a non-developer collaborator.
Render a pre-extracted paper's structured 9-section spec (`paper_spec.md`) into a single-page HTML academic poster, fit the layout to the page via an iterative measured-fill loop, and export it to print-ready PDF + PNG thumbnail. Requires the upstream `paper2assets` skill to have produced the input `<outdir>/` package (`manifest.json` at the root + an `assets/` folder holding `meta/paper_spec.md`, `meta/text.txt`, `meta/figures.json`, `meta/metadata.json`, `figures/*.png`, `logos/`, `qr/`) first. Use when the user wants an HTML poster, PDF/PNG export, or PPTX from a paper they already have extracted assets for — e.g., "render the poster", "make the poster from this spec", "export poster to PDF", "paper2poster". The three skills paper2assets → paper2poster → html2pptx run in sequence, each invokable on its own.
Use when transforming an academic paper, arXiv/OpenReview PDF, conference paper, technical report, poster, slide deck, repository README, or related research materials into a bilingual editorial package for an editing team. Produces two articles by default — a Chinese WeChat public-account version (`blog_zh.docx`) and an English research-blog version (`blog_en.docx`). Use for drafting, revising, or packaging article copy, figure placement, captions, image prompts, and the final `.docx` deliverables.
Build an interactive HTML viewer that aligns paper2poster output with slide/video deck frames through a sidecar content_alignment.json, without modifying the original poster, PPTX, or blog deliverables.
> Turn a research paper, a paper2assets package, or an existing PPT deck into a narrated MP4 video. Prefer the shared paper2assets package when present so paper2poster, paper2blog, paper2slides, and paper2video use the same section order and narration. Preserve the advanced deck route by delegating slide authoring to the external `hugohe3/ppt-master` project, then synthesize audio with `skills/paper2poster/scripts/generate_audio.py`, render with `skills/paper2video/scripts/render_video.py`, and burn final subtitles with `skills/paper2video/scripts/add_subtitles.py`.
> Versioning reference for Hydrogen and Shopify's GraphQL APIs. Covers CalVer formats, quarterly release schedules, version support policies, and release cadence expectations. Use when discussing hydrogen calver, calver, SFAPI version, API version support, hydrogen release cadence, version support window, unstable API version, storefront API version, or customer account API version. Also activates when planning a Hydrogen major release, answering merchant questions about API version compatibility, or determining which versions are currently supported.
> Release process guide for Shopify's Hydrogen framework. Covers the full release flow (standard, back-fix, snapshot), manual vs automatic steps, changelog.json updates, h2 upgrade enablement, and release failure recovery. Use when performing or debugging a Hydrogen release. Also activates when someone mentions "release", "release process", "back-fix", "snapit", "changelog.json", "h2 upgrade enablement", "release failure", "version PR", "release PR", or "hydrogen release".
> Guide for writing high-quality Playwright E2E tests for Hydrogen. Use when the user asks to "write e2e tests", "add playwright tests", "test this feature end-to-end", "write recipe tests", "add integration tests", or mentions Playwright, E2E testing, or test coverage for user-facing features.
> Development workflow guide for Shopify's Hydrogen framework. Covers testing, upgrading, recipes, PR conventions, analytics architecture, CLI tooling, and project scaffolding. Use when developing the Hydrogen framework. Also activates when someone mentions "recipes", "patch files", "customer account testing", "hydrogen upgrade", "skeleton template", "hydrogen CLI", "create-hydrogen", "hydrogen init", or "shopify-cli-update" in the headless context.
Guidelines and playbooks for managing the API lifecycle (BetaApi, GA, ObsoleteApi, Deprecated, and Removal) in the Google Cloud Java SDK. Use this skill when modifying, deprecating, or introducing new public API surfaces.
Lightweight guidance for using the Redis Rate Limit TypeScript SDK, including setup steps, basic usage, and pointers to advanced algorithm, features, pricing, and traffic‑protection docs.
Reduce plugin size by scanning resources/icons and removing unreferenced assets.
Optimize plugin size and security by removing unused dependencies and updating outdated libraries.
Prevent UI freezes and ensure a responsive user experience by validating threading rules and migrating blocking calls off the Event Dispatch Thread (EDT).
Optimize memory usage, consistency, and performance by migrating standard Java/Kotlin classes to IntelliJ's specialized com.intellij.util implementations.
Ensure the plugin's custom UI components are accessible to users with screen readers and other assistive technologies.
Reduce technical debt and improve code quality by systematically resolving static analysis warnings.
Perform a pedantic, multi-perspective code review on the current diff or git changes against the styleguide and software engineering best practices.
Add a new unit test for a class that currently lacks one or add a new test case to an existing test file, verifying improvement with Kover.
Prepare and execute a new release for the flutter-intellij plugin, including updating dependencies, compatibility bounds, changelogs, and verification.
Remove support for an older IntelliJ Platform / Android Studio version from the project and clean up obsolete code, baselines, and CI configurations.
Assistance with triage of unprioritized issues. Use when the user asks for help with triage.
Eliminate plugin verification warnings and errors (Internal API usage, Override-only API usage, etc.) identified by ./gradlew verifyPlugin.
Ensure the plugin remains compatible with the latest IntelliJ Platform releases and EAP (Early Access Program) builds.
Debug PHP.wasm main module crashes including Asyncify errors (unreachable, memory access out of bounds), JSPI errors (SuspendError, trying to suspend JS frames), WASM memory growth bugs, and runtime traps. Use when investigating RuntimeError, null function or signature mismatch, or other WASM-related crashes in the main PHP binary.
Annotate UI screenshots with documentation callouts in Fellyph's established visual style — uniform-width orange arrows with white halos, double-stroke target outlines, numbered callout cards, dim overlays and a framed canvas. Use this whenever the user asks to annotate a screenshot, add arrows or callouts to a screenshot, create documentation images, highlight UI controls in a capture, or produce docs/tutorial visuals for Playground, Studio or any web UI — even if they just say "add arrows to this" or "make a docs screenshot".
Compile PHP.wasm main modules and side modules (dynamic extensions) for Node.js and web platforms. Use when recompiling PHP, adding Emscripten flags, modifying Dockerfiles, building extensions as SIDE_MODULE, upgrading Emscripten, or troubleshooting compilation failures.
Debug WASM side modules (dynamic PHP extensions) including dlopen failures, SIDE_MODULE loading, JSPI suspension crashes in extensions, C++ weak symbol issues, and extension runtime errors. Use when working with dynamic extensions like Xdebug, intl, or GD built as WASM side modules.
Answers built from the skills we actually parsed.