17,334 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA, and build agent environments (AgentEnv bundles) of web
npx skills add morluto/rea --skill reverse-engineer-anythingCreate exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exe
npx skills add mattpocock/skills --skill scaffold-exercisesStop. That last message did not land: re-pitch it.
npx skills add mattpocock/skills --skill wait-what| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| reverse-engineer-anything Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA, and build agent environments (AgentEnv bundle SkillInstall · skills CLI | 456,653 | — | ||
| scaffold-exercises Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, SkillInstall · skills CLI | 323,485 | — | ||
| wait-what Stop. That last message did not land: re-pitch it. SkillInstall · skills CLI | 323,485 | — | ||
| template-skill Replace with description of the skill and when Claude should use it. SkillOfficial · AnthropicInstall · skills CLI | 193,970 | — | ||
| ponytail-debt List every `shortcut:` comment (and older `ponytail:` ones) as a debt ledger. One-shot report, changes nothing. Use for "ponytail debt", "what did pon SkillInstall · skills CLI | 190,107 | — | ||
| ponytail-gain Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display. SkillInstall · skills CLI | 190,107 | — | ||
| ponytail-gain Show ponytail's measured savings (code, cost, speed) from the benchmark. One-shot display. Use for /ponytail-gain, "what does ponytail save", "ponytai SkillInstall · skills CLI | 190,107 | — | ||
| ponytail-help Quick reference for ponytail's modes, skills, and commands. One-shot display. SkillInstall · skills CLI | 190,107 | — | ||
| ponytail-help Quick reference for ponytail levels, skills and commands. One-shot display. Use for /ponytail-help, "ponytail help", "how do I use ponytail". SkillInstall · skills CLI | 190,107 | — | ||
| difyctl Operate a Dify server through difyctl: find and run any operation, and build, test, publish and change Workflow and Chatflow apps. Use when the task i SkillInstall · skills CLI | 161,089 | — | ||
| constraint-driven-development Establishes a project's quality bar as a written contract and stops agents quietly lowering it. Interviews the user on which dimensions matter, suppli SkillInstall · skills CLI | 117,009 | — | ||
| documentation-and-adrs Records decisions and documentation. Use when you need to document an architecture decision (ADR) or the reasoning behind a design choice, when changi SkillInstall · skills CLI | 117,009 | — | ||
| doubt-driven-development Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when you want every assumption cross-examined before p SkillInstall · skills CLI | 117,009 | — | ||
| idea-refine Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need SkillInstall · skills CLI | 117,009 | — | ||
| incremental-implementation Delivers changes incrementally in thin, verifiable slices. Use when implementing any feature or change that touches more than one file, or when pickin SkillInstall · skills CLI | 117,009 | — | ||
| interview-me Extracts what the user actually wants instead of what they think they should want. Achieves this through one-question-at-a-time interview until ~95% c SkillInstall · skills CLI | 117,009 | — | ||
| performance-optimization Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performa SkillInstall · skills CLI | 117,009 | — | ||
| planning-and-task-breakdown Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels SkillInstall · skills CLI | 117,009 | — | ||
| source-driven-development Grounds every implementation decision in official documentation. Use when you want to verify an approach against the official docs before implementing SkillInstall · skills CLI | 117,009 | — | ||
| spec-driven-development Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when drafting a PRD SkillInstall · skills CLI | 117,009 | — | ||
| Agent Cost Report Believable agent cost report for any period, default the last 7 full days PT, not counting today. Measured tokens from Claude Code transcripts priced SkillInstall · skills CLI | 116,728 | — | ||
| discovery-question-form Structured clarification form for unresolved material requirements. SkillInstall · skills CLI | 107,474 | — | ||
| distilbook-explainer DistilBook 手绘讲解产品演示模板。 SkillInstall · skills CLI | 107,474 | — | ||
| fs-creative-voltage OpenDesign's seed pitch: the open, local alternative to closed AI design — why now, the wedge, and the ask. Built as a decision-grade fundraising pitc SkillInstall · skills CLI | 107,474 | — | ||
| gamified-app A multi-frame gamified mobile-app prototype — three phone frames on a dark showcase stage. Frame 1: cover / poster, Frame 2: today's quests with XP ri SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt For consulting delivery work: turn diagnosis, frameworks, and project work into a client-adoptable action plan. Built around the core query "consultin SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-taste-brutalist 16:9 HTML deck in tactical-telemetry / CRT-terminal taste. Deactivated-CRT charcoal slides, white-phosphor monospace, hazard-red accent, scanline over SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-taste-editorial 16:9 HTML deck in editorial-minimalist taste. Warm cream slides, serif display + grotesque body, hairline rules, monospace meta, generous macro-whites SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-xhs-pastel-card A personal manifesto: a year of saying yes — the premise, the scenes, the turn, and the meaning that lands. Built as a decision-grade story deck for c SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-8-bit-orbit A gamer's journey building a retro-arcade collection — the obsession, the hunt, and what the machines came to mean. Built as a decision-grade story de SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-vellum A humanities lecture: how Renaissance linear perspective reshaped early cartography — sources, argument, and evidence. Built as a decision-grade acade SkillInstall · skills CLI | 107,474 | — | ||
| huashu-sparkline-arc OpenDesign's revenue-driver narrative: what actually moves ARR, the leverage points, and the forecast. Built as a decision-grade data & finance deck f SkillInstall · skills CLI | 107,474 | — | ||
| huashu-takram-soft-tech OpenDesign procurement & security leave-behind: the one-pager-plus a buying committee can forward and approve internally. Built as a decision-grade B2 SkillInstall · skills CLI | 107,474 | — | ||
| hyperframes Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML. SkillInstall · skills CLI | 107,474 | — | ||
| ib-pitch-book OpenDesign's investor pitch book: market map, moat, unit economics, and the ask — analyst-grade and diligence-ready. Built as a decision-grade fundrai SkillInstall · skills CLI | 107,474 | — | ||
| kami-deck A lab-meeting deck on gut-microbiome links to sleep quality — the design, the results, the caveats, and the next experiment. Built as a decision-grade SkillInstall · skills CLI | 107,474 | — | ||
| kami-landing Produce a print-grade single-page kami (紙 / 纸) document — warm parchment canvas, ink-blue accent, serif at one weight, no italic, no cool grays. The o SkillInstall · skills CLI | 107,474 | — | ||
| magazine-poster An editorial-style poster — newsprint paper, dateline, oversized serif headline with a struck-through word and italic accent, a 2-column body block, a SkillInstall · skills CLI | 107,474 | — | ||
| mind-clarity-journey 清晰心智主题的黑红剪影动效模板。 SkillInstall · skills CLI | 107,474 | — | ||
| mockup-device-3d Static iPhone and MacBook 3D-style showcase with real HTML embedded on screens, glass-lens refraction, and 360-degree turntable composition. SkillInstall · skills CLI | 107,474 | — | ||
| motion-future The Future Is Already Here — motion design template. A 20-second electric-blue tech reel, rebuilt from the viral original: 3D cubes, a word tunnel, li SkillInstall · skills CLI | 107,474 | — | ||
| motion-product-promo Product Promo — motion design template. A 15-second product promo rebuilt from the viral original with a fictional brand: a halftone mascot asks 'Got SkillInstall · skills CLI | 107,474 | — | ||
| motion-showreel Motion Designer Showreel — motion design template. A 15-second motion designer showreel at 128 BPM, rebuilt from the viral original: an Open Design ma SkillInstall · skills CLI | 107,474 | — | ||
| motion-ui-morph One-Shape UI Motion — motion design template. A 14-second code-only UI motion piece, rebuilt from the viral original: one shape morphs from a button i SkillInstall · skills CLI | 107,474 | — | ||
| motion-visual-lesson Bring Ideas to Life (让灵感成真) — a 20-second OpenDesign paper story, with interactive prototypes, websites, PPT, posters and motion films collected into SkillInstall · skills CLI | 107,474 | — | ||
| od-contribute One-click contribution flow for OpenDesign (nexu-io/open-design) — even for non-coders. Pick one of four cards (ship a Skill or Design System you made SkillInstall · skills CLI | 107,474 | — | ||
| open-design-homepage A pixel-faithful, self-contained mirror of the live open-design.ai homepage — an interactive React Three Fiber / Next.js hero with a real-time 3D word SkillInstall · skills CLI | 107,474 | — | ||
| poster-hero Vertical poster or Moments-style share image with strong visual impact. SkillInstall · skills CLI | 107,474 | — | ||
| ppt-keynote An operating-model redesign for a scaling logistics firm — the diagnosis, the target model, and the transition roadmap. Built as a decision-grade cons SkillInstall · skills CLI | 107,474 | — | ||
| pptx-html-fidelity-audit Audit a python-pptx export against its source HTML deck, identify layout/content drift (footer overflow, cropped content, missing italic/em, lost styl SkillInstall · skills CLI | 107,474 | — | ||
| pricing-page A standalone pricing page — header, plan tiers, feature comparison table, and an FAQ. Use when the brief asks for "pricing", "plans", "subscription ti SkillInstall · skills CLI | 107,474 | — | ||
| prompt-motion-gallery Prompt Motion 网页作品浏览与形态变换演示。 SkillInstall · skills CLI | 107,474 | — | ||
| replit-deck For product and technical management work: turn PRDs, roadmaps, RFCs, architecture reviews, and retros into decision documents. Built around the core SkillInstall · skills CLI | 107,474 | — | ||
| resume-modern Modern minimal resume, single A4 page, ready for print or PDF export. SkillInstall · skills CLI | 107,474 | — | ||
| saas-landing Single-page SaaS landing with hero, features, social proof, pricing, and CTA. Respects the active DESIGN.md color/typography/layout tokens. Trigger ke SkillInstall · skills CLI | 107,474 | — | ||
| simple-deck OpenDesign's operating review: growth, burn, and the concrete path to sustainability without losing the open ethos. Built as a decision-grade corporat SkillInstall · skills CLI | 107,474 | — | ||
| sky-water-tessellation 鸟群与鱼群交错的黑白版画循环模板。 SkillInstall · skills CLI | 107,474 | — | ||
| social-carousel A three-card social-media carousel laid out as 1080×1080 squares — three cinematic, on-brand panels with display headlines that connect across the ser SkillInstall · skills CLI | 107,474 | — | ||
| social-media-dashboard Creator-facing social media analytics dashboard in a single HTML file. A platform switcher (X / LinkedIn / YouTube / Instagram), a row of KPI cards (f SkillInstall · skills CLI | 107,474 | — | ||
| social-media-matrix-tracker-template 社媒矩阵数据追踪面板模板（Social Media Matrix Tracker）。 Use when users ask for a cinematic, data-dense social media analytics dashboard with multi-platform metrics SkillInstall · skills CLI | 107,474 | — | ||
| social-reddit-card Realistic Reddit post card with vote rail and comment count, suited to video overlays or story sharing. SkillInstall · skills CLI | 107,474 | — | ||
| social-spotify-card Spotify Now Playing-style card with album art, progress bar, and playback controls, suited to video overlays or personal homepages. SkillInstall · skills CLI | 107,474 | — | ||
| social-x-post-card Realistic X post card with engagement metrics (likes, reposts, views), suited to video overlays or shareable image cards. SkillInstall · skills CLI | 107,474 | — | ||
| sprite-animation A pixel / sprite-style animated explainer slide — full-bleed cream stage, bold display year, animated pixel-art mascot (e.g. Hanafuda card, mushroom, SkillInstall · skills CLI | 107,474 | — | ||
| superx-audience-growth SuperX 受众增长产品宣传模板：火焰点燃品牌，产品操作连续转为增长数据。 SkillInstall · skills CLI | 107,474 | — | ||
| team-okrs OKR tracker page — quarter banner, three objectives with their key results as progress bars, owner avatars, status pills, and a "this quarter at a gla SkillInstall · skills CLI | 107,474 | — | ||
| trading-analysis-dashboard-template Professional trading analysis dashboard template (single-file HTML) with light/dark theme switch, dense market panels, chart interactions, demo/live p SkillInstall · skills CLI | 107,474 | — | ||
| tweaks Wrap any HTML artifact with a side panel of live, parameterized controls — accent color, type scale, density, motion, theme — that rewrite CSS custom SkillInstall · skills CLI | 107,474 | — | ||
| ve-midnight-editorial OpenDesign's financial review: runway, burn, and the sustainability plan that keeps the project independent. Built as a decision-grade data & finance SkillInstall · skills CLI | 107,474 | — | ||
| ve-terminal-mono OpenDesign from the CLI: driving the full design workflow with the `od` command — scripted, composable, agent-ready. Built as a decision-grade AI lite SkillInstall · skills CLI | 107,474 | — | ||
| video-shortform Short-form video generation skill — 3-10 second clips for product reveals, motion teasers, ambient loops. Defaults to Seedance 2 but works the same wi SkillInstall · skills CLI | 107,474 | — | ||
| waitlist-page Minimal pre-launch landing with email capture, brand logo, and optional decorative layer. Reads DESIGN.md for colors, typography, and layout rules. Be SkillInstall · skills CLI | 107,474 | — | ||
| web-prototype General-purpose desktop web prototype. Single self-contained HTML file built by copying the seed `assets/template.html` and pasting section layouts fr SkillInstall · skills CLI | 107,474 | — | ||
| web-prototype-taste-brutalist Swiss industrial-print web prototype. Newsprint canvas, monolithic black grotesque, viewport-bleeding numerals, hairline grid dividers, hazard-red acc SkillInstall · skills CLI | 107,474 | — | ||
| web-prototype-taste-editorial Editorial-minimalist web prototype. Warm monochrome canvas, serif display + grotesque body, 1px hairline borders, muted pastel chips, generous macro-w SkillInstall · skills CLI | 107,474 | — | ||
| web-prototype-taste-soft Apple-tier soft web prototype. Silver/cream canvas, double-bezel cards, button-in-button CTAs, generous squircle radii, spring motion, ambient mesh. D SkillInstall · skills CLI | 107,474 | — | ||
| webgl-experience A full-screen, real-time WebGL/WebGL2 experience — animated shaders, 3D scenes, generative visuals, particle fields — rendered live on the GPU with a SkillInstall · skills CLI | 107,474 | — | ||
| weekly-update OpenDesign's weekly metrics standup: this week's numbers, the one anomaly, and the single decision it forces. Built as a decision-grade data & finance SkillInstall · skills CLI | 107,474 | — | ||
| wireframe-annotated An annotated / redline lo-fi wireframe — a desktop landing/marketing page drawn as flat greyboxes inside a browser chrome frame, overlaid with numbere SkillInstall · skills CLI | 107,474 | — | ||
| wireframe-greybox A crisp greybox / blueprint lo-fi wireframe — neutral grey blocks on a pale page, image placeholders drawn as a rectangle with a diagonal X, text show SkillInstall · skills CLI | 107,474 | — | ||
| wireframe-mobile-flow A lo-fi multi-screen MOBILE flow wireframe — three or four phone frames laid out in a row on a board, showing a connected user flow (Onboarding → Home SkillInstall · skills CLI | 107,474 | — | ||
| wireframe-sketch A hand-drawn wireframe exploration — graph-paper background, marker / pencil tone, multiple tab labels for variants, sticky-note annotations, scribble SkillInstall · skills CLI | 107,474 | — | ||
| worker-visualizer A real-time data/particle/simulation visualizer whose heavy compute runs in a Web Worker (off the main thread), optionally sharing memory with the UI SkillInstall · skills CLI | 107,474 | — | ||
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| cal-automation Automate Cal tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| calendarhero-automation Automate Calendarhero tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| callerapi-automation Automate Callerapi tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| callingly-automation Automate Callingly tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| callpage-automation Automate Callpage tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| campaign-cleaner-automation Automate Campaign Cleaner tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| campayn-automation Automate Campayn tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| canny-automation Automate Canny tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| canvas-automation Automate Canvas tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| carbone-automation Automate Carbone tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| cardly-automation Automate Cardly tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| castingwords-automation Automate Castingwords tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| cats-automation Automate Cats tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| cdr-platform-automation Automate Cdr Platform tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| census-bureau-automation Automate Census Bureau tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| certifier-automation Automate Certifier tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| chaser-automation Automate Chaser tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| cincopa-automation Automate Cincopa tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| clearout-automation Automate Clearout tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| cloudconvert-automation Automate Cloudconvert tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| cloudlayer-automation Automate Cloudlayer tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| cloudpress-automation Automate Cloudpress tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| coassemble-automation Automate Coassemble tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| codeinterpreter-automation Automate Codeinterpreter tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| codereadr-automation Automate Codereadr tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| coinmarketcal-automation Automate Coinmarketcal tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| college-football-data-automation Automate College Football Data tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| composio-automation Automate Composio tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| control-d-automation Automate Control D tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| conversion-tools-automation Automate Conversion Tools tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| convertapi-automation Automate Convertapi tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| conveyor-automation Automate Conveyor tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| corrently-automation Automate Corrently tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| countdown-api-automation Automate Countdown API tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| cults-automation Automate Cults tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| curated-automation Automate Curated tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| currents-api-automation Automate Currents API tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| customgpt-automation Automate Customgpt tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| customjs-automation Automate Customjs tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| cutt-ly-automation Automate Cutt Ly tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| dadata-ru-automation Automate Dadata Ru tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| daffy-automation Automate Daffy tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| datagma-automation Automate Datagma tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| datarobot-automation Automate Datarobot tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| deadline-funnel-automation Automate Deadline Funnel tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| detrack-automation Automate Detrack tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| dictionary-api-automation Automate Dictionary API tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| dock-certs-automation Automate Dock Certs tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| docmosis-automation Automate Docmosis tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| docnify-automation Automate Docnify tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| docsbot-ai-automation Automate Docsbot AI tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| docsumo-automation Automate Docsumo tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| docugenerate-automation Automate Docugenerate tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| documenso-automation Automate Documenso tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| documint-automation Automate Documint tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| docupilot-automation Automate Docupilot tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| docupost-automation Automate Docupost tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| docuseal-automation Automate Docuseal tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| dotsimple-automation Automate Dotsimple tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| dovetail-automation Automate Dovetail tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| dpd2-automation Automate Dpd2 tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| draftable-automation Automate Draftable tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| drip-jobs-automation Automate Drip Jobs tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| dripcel-automation Automate Dripcel tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| dromo-automation Automate Dromo tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| dropcontact-automation Automate Dropcontact tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| eversign-automation Automate Eversign tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| exa-automation Automate Exa tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| exist-automation Automate Exist tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| expofp-automation Automate Expofp tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| extracta-ai-automation Automate Extracta AI tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| faceup-automation Automate Faceup tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| factorial-automation Automate Factorial tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| feathery-automation Automate Feathery tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| felt-automation Automate Felt tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| fibery-automation Automate Fibery tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| fidel-api-automation Automate Fidel API tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| files-com-automation Automate Files Com tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| fillout-forms-automation Automate Fillout tasks via Rube MCP (Composio). Always search tools first for current schemas. SkillInstall · skills CLI | 79,395 | — | ||
| codex-qa QA the omo Codex Light edition (lazycodex / packages/omo-codex) itself, in strict isolation so ONLY our plugin is exercised, never the user's real ~/. SkillInstall · skills CLI | 70,891 | — | ||
| comment-checker Use when Codex needs to understand or respond to automatic comment-checker feedback emitted after an edit-like PostToolUse hook. SkillInstall · skills CLI | 70,891 | — | ||
| dag-library Stores a DAG definition once and re-runs it by name, instead of pasting the definition into every run. Use when the user wants to save a DAG, run a sa SkillInstall · skills CLI | 70,891 | — | ||
| eval-integrity Assess integrity of an eval, benchmark, metric, A/B test, holdout, LLM-judge, or user-study claim when the question is whether measurement, comparison SkillInstall · skills CLI | 70,891 | — | ||
| get-unpublished-changes Compare HEAD with the latest published npm versions and list all unpublished changes by release layer. Triggers: unpublished changes, changelog, what SkillInstall · skills CLI | 70,891 | — | ||
| give-me-tips Explains any senpi tip in depth, including Tip: lines in the TUI. Use when the user asks about a tip, what a tipped feature does, or which tips they c SkillInstall · skills CLI | 70,891 | — | ||
| init-deep Initializes a hierarchical AGENTS.md knowledge base for a project. Use when a repo needs its structure, commands, and conventions documented for agent SkillInstall · skills CLI | 70,891 | — | ||
| lcx-contribute-bug-fix Contribute a verified bug fix for LazyCodex, lazycodex-ai, omo-codex, bundled Codex skills, or upstream Codex CLI bugs. LazyCodex-owned defects get a SkillInstall · skills CLI | 70,891 | — | ||
| lcx-doctor Diagnose LazyCodex and Codex CLI installation health against the latest sources. Use whenever the user asks for a doctor or health check, says LazyCod SkillInstall · skills CLI | 70,891 | — | ||
| lcx-report-bug Create a high-signal bug issue or PR in the repo that owns the defect. Use this whenever the user asks to report, file, open, or triage a LazyCodex, l SkillInstall · skills CLI | 70,891 | — | ||
| mass-ulw Drives dependency-ordered child work through the native workflow tool, each phase's stages defined up front in one run, with retry/amend/send recovery SkillInstall · skills CLI | 70,891 | — | ||
| omomomo Easter egg command - about oh-my-opencode. Triggers: omomomo, about, easter egg. SkillInstall · skills CLI | 70,891 | — | ||
| onboarding Guides a first-time omo user through setup and the core workflow. Use when a new user asks to get started with omo. SkillInstall · skills CLI | 70,891 | — | ||
| opencode-qa QA opencode itself, per case: verify the CLI/terminal (opencode run, db, serve, export), prove a specific plugin hook/action/event fired via the SSE e SkillInstall · skills CLI | 70,891 | — | ||
| pre-publish-review Nuclear-grade 12-agent pre-publish release gate. Runs /get-unpublished-changes to detect all changes since last npm release, spawns up to 10 ultrabrai SkillInstall · skills CLI | 70,891 | — | ||
| review-work Post-implementation gate review: run manual QA on the real surface yourself, then launch ONE gate reviewer (never a panel) to audit goal, constraints, SkillInstall · skills CLI | 70,891 | — | ||
| rules Use when the user asks about Codex Rules behavior, injected project rules, supported rule file locations, matching, or environment configuration. SkillInstall · skills CLI | 70,891 | — | ||
| senpi-qa QA the omo Senpi adapter (packages/omo-senpi, packages/senpi-task) against the REAL senpi binary in strict isolation, and write every artifact to the SkillInstall · skills CLI | 70,891 | — | ||
| ultrawork The binding ultrawork-mode directive. This file IS the directive; read it only when ultrawork mode is requested and the directive is not already in th SkillInstall · skills CLI | 70,891 | — | ||
| ulw-loop A goal-like loop that decomposes work into systematic, evidence-bound ultrawork steps. Use when the user wants a goal loop or durable, checkpointed ex SkillInstall · skills CLI | 70,891 | — | ||
| ulw-plan ACTIVATES ONLY on an explicit user request for the ulw-plan workflow: the user themselves saying ulw-plan, ulw plan, /skill:ulw-plan, or asking in the SkillInstall · skills CLI | 70,891 | — | ||
| ulw-plan Explore-first planning consultant that writes one decision-complete work plan before coding. Use only on an explicit user request for the ulw-plan wor SkillInstall · skills CLI | 70,891 | — | ||
| ulw-research Runs maximum-saturation research with a cooperating team, claim-graph gating, and a cited, QA'd deliverable. Use when the user explicitly asks for res SkillInstall · skills CLI | 70,891 | — | ||
| visualize Builds a self-contained HTML page (chart, table, diagram, dashboard) to show inline in a thread. Use before calling show_html_page, html_preview or ht SkillInstall · skills CLI | 70,891 | — | ||
| presentation-structure Knowledge about the presentation slide format, weight system, navigation, and section structure SkillInstall · skills CLI | 69,025 | — | ||
| presentation-styling Knowledge about CSS classes, component patterns, and syntax highlighting in the presentation SkillInstall · skills CLI | 69,025 | — | ||
| time-fetcher Instructions for fetching current Dubai time via bash command SkillInstall · skills CLI | 69,025 | — | ||
| time-skill Display the current time in Pakistan Standard Time (PKT, UTC+5). Use when the user asks for the current time, Pakistan time, or PKT. SkillInstall · skills CLI | 69,025 | — | ||
| vibe-to-agentic-framework The conceptual framework behind the presentation — what "Vibe Coding to Agentic Engineering" means, why the journey is structured the way it is, and h SkillInstall · skills CLI | 69,025 | — | ||
| free-tools When the user wants to plan or build a free tool as marketing, or asks whether a tool idea is worth building or which one to pick: calculators, grader SkillInstall · skills CLI | 60,077 | — | ||
| aeon This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, seg SkillInstall · skills CLI | 57,038 | — | ||
| anndata Handles annotated matrices in single-cell analysis, .h5ad and Zarr files, and integration with the scverse ecosystem. This is the data format skill—fo SkillInstall · skills CLI | 57,038 | — | ||
| arbor Applies Arbor Hypothesis Tree Refinement to research artifacts with repeatable evaluators, including model training, agent harnesses, data synthesis a SkillInstall · skills CLI | 57,038 | — | ||
| arboreto Infers candidate gene regulatory networks from bulk or single-cell expression data using AertsLab Arboreto GRNBoost2 and GENIE3. Use for transcription SkillInstall · skills CLI | 57,038 | — | ||
| astropy Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time s SkillInstall · skills CLI | 57,038 | — | ||
| autoskill Analyzes user-requested Screenpipe history windows to detect repeated research workflows, match existing scientific skills, and stage new skill drafts SkillInstall · skills CLI | 57,038 | — | ||
| benchling-integration Benchling Python SDK and REST API integration for registry entities, inventory, ELN entries, workflows, Benchling Apps, and Data Warehouse queries. Us SkillInstall · skills CLI | 57,038 | — | ||
| bids Organizes, queries, validates, and converts Brain Imaging Data Structure (BIDS) datasets. Supports organizing neuroscience and biomedical data (MRI, E SkillInstall · skills CLI | 57,038 | — | ||
| biopython Provides Biopython workflows for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entr SkillInstall · skills CLI | 57,038 | — | ||
| bioservices Provides a Python interface to bioinformatics services including UniProt, KEGG, ChEMBL, Reactome, QuickGO, and UniChem. Used for cross-database protei SkillInstall · skills CLI | 57,038 | — | ||
| bulk-rnaseq Prepares bulk RNA-seq FASTQ, Salmon, STAR or featureCounts output for gene-level differential expression. Covers nf-core/rnaseq and standalone quantif SkillInstall · skills CLI | 57,038 | — | ||
| cantera Runs Cantera homogeneous chemical reactors and evaluates ignition delay with mechanism provenance, conservation checks, and numerical refinement. Use SkillInstall · skills CLI | 57,038 | — | ||
| cellprofiler Runs reproducible CellProfiler microscopy pipelines for nuclear segmentation, cell counts, and per-object fluorescence measurements. Supports image/ch SkillInstall · skills CLI | 57,038 | — | ||
| cellxgene-census Queries the CZ CELLxGENE Census programmatically for versioned public single-cell and spatial transcriptomics data. Use when you need population-scale SkillInstall · skills CLI | 57,038 | — | ||
| cirq Google quantum computing framework. Use when targeting Google Quantum AI hardware, designing noise-aware circuits, or running quantum characterization SkillInstall · skills CLI | 57,038 | — | ||
| cobrapy Performs constraint-based metabolic modeling with COBRApy, including FBA, pFBA, FVA, gene knockouts, flux sampling, growth media, production envelopes SkillInstall · skills CLI | 57,038 | — | ||
| consciousness-council Structures a multi-perspective council exercise for decisions, research trade-offs, and creative challenges. Simulates thinking archetypes, separates SkillInstall · skills CLI | 57,038 | — | ||
| datamol Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery including SMILES parsing, standar SkillInstall · skills CLI | 57,038 | — | ||
| deepchem Builds molecular property prediction and MoleculeNet workflows with DeepChem, including SMILES featurization, scaffold or grouped holdouts, masked lab SkillInstall · skills CLI | 57,038 | — | ||
| deepspot-m Generates transcriptome-wide virtual spatial transcriptomics from H&E histology with DeepSpot-M. Used for predicted log1p-CPM expression from 224x224 SkillInstall · skills CLI | 57,038 | — | ||
| deeptools NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq v SkillInstall · skills CLI | 57,038 | — | ||
| depmap Retrieves and analyzes Cancer Dependency Map (DepMap) release data, including CRISPR Chronos gene effects, cancer model annotations, omics biomarkers, SkillInstall · skills CLI | 57,038 | — | ||
| dhdna-profiler Applies the DHDNA framework as an exploratory rubric for reasoning and writing patterns in supplied text. Used for explicit requests for DHDNA, cognit SkillInstall · skills CLI | 57,038 | — | ||
| diffdock Predicts protein-small-molecule binding poses with DiffDock and DiffDock-L from PDB or sequence plus SMILES/SDF/MOL2. Covers batch docking, pose triag SkillInstall · skills CLI | 57,038 | — | ||
| dnanexus-integration Builds and operates reproducible genomics workloads on DNAnexus with the dx CLI, dxpy, apps/applets, native workflows, dxCompiler, and Nextflow. Suppo SkillInstall · skills CLI | 57,038 | — | ||
| esm Uses the Biohub esm Python SDK for ESM3 protein generation, ESMC embeddings, and ESMFold2 all-atom folding. Applies to local model inference and Biohu SkillInstall · skills CLI | 57,038 | — | ||
| etetoolkit Analyzes, manipulates, compares, annotates, and visualizes phylogenetic or other hierarchical trees with ETE 4. Supports Newick/Nexus tree I/O, topolo SkillInstall · skills CLI | 57,038 | — | ||
| experimental-design Designs experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results SkillInstall · skills CLI | 57,038 | — | ||
| fictiv Operates Fictiv (app.fictiv.com), the on-demand manufacturing platform, end to end in the user's browser. Covers uploading CAD parts, configuring proc SkillInstall · skills CLI | 57,038 | — | ||
| flowkit Analyzes flow cytometry data with FlowKit, including spillover compensation, logicle and biexponential transforms, hierarchical gating, GatingML strat SkillInstall · skills CLI | 57,038 | — | ||
| fluidsim Plans, configures, inspects, restarts, and analyzes bounded FluidSim computational-fluid-dynamics simulations with explicit numerical-validity and HPC SkillInstall · skills CLI | 57,038 | — | ||
| folklore-variant-evidence Retrieves ClinGen gene-disease validity assertions for a public gene or disease, and reviews source-linked public evidence and literature for one supp SkillInstall · skills CLI | 57,038 | — | ||
| geniml Supports audited local Geniml genomic-interval workflows: validate BED and universe contracts, plan Region2Vec or scEmbed runs, inspect model/tokenize SkillInstall · skills CLI | 57,038 | — | ||
| genomic-coordinates Converts genomic intervals between coordinate conventions, normalises and compares variant representations, and detects assembly or contig-naming mism SkillInstall · skills CLI | 57,038 | — | ||
| genomic-intelligence Predicts regulatory features, gene structure, and expression directly from DNA sequence using Genomic Intelligence's hosted transformer DNA language m SkillInstall · skills CLI | 57,038 | — | ||
| geomaster Supports geospatial research workflows for remote sensing, vector and raster GIS, spatial statistics, terrain and network analysis, and machine learni SkillInstall · skills CLI | 57,038 | — | ||
| geopandas Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O. SkillInstall · skills CLI | 57,038 | — | ||
| get-available-resources Detects host inventory and effective CPU, memory, disk, scheduler, container, and accelerator limits when a user asks for resource-aware planning or b SkillInstall · skills CLI | 57,038 | — | ||
| gget Queries 20+ bioinformatics resources through CLI/Python. Supports quick lookups of gene info, BLAST/BLAT, viral sequence downloads, PDB/mmCIF structur SkillInstall · skills CLI | 57,038 | — | ||
| ginkgo-cloud-lab Guides protocol selection, input preparation, pricing checks, and browser ordering on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio). Applies to cell-fr SkillInstall · skills CLI | 57,038 | — | ||
| glycoengineering Analyzes and engineers protein glycosylation by scanning canonical N-glycosylation sequons, describing S/T-rich regions, checking curated glycan evide SkillInstall · skills CLI | 57,038 | — | ||
| gtars Supports Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and coverage, tokenization, fragment processing, and SkillInstall · skills CLI | 57,038 | — | ||
| histolab Extracts and preprocesses whole-slide histology image tiles with Histolab. Use for WSI inspection, tissue masks, random/grid/score-based tile extracti SkillInstall · skills CLI | 57,038 | — | ||
| hugging-science Discovers and evaluates scientific datasets, models, methodology posts, and Spaces through the Hugging Science catalog. Used when selecting scientific SkillInstall · skills CLI | 57,038 | — | ||
| hypogenic Plans and audits use of ChicagoHAI HypoGeniC/HypoRefine for LLM-assisted hypothesis generation from labeled text datasets. Use for the `hypogenic` pac SkillInstall · skills CLI | 57,038 | — | ||
| hypothesis-generation Formulates evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions SkillInstall · skills CLI | 57,038 | — | ||
| imaging-data-commons Queries and downloads public cancer imaging data from NCI Imaging Data Commons. Supports IDC collection discovery, DICOM access, radiology (CT, MR, PE SkillInstall · skills CLI | 57,038 | — | ||
| iso-standards-readiness Prepares and structurally reviews readiness evidence for ISO management-system and laboratory-competence standards - ISO 13485 medical device QMS, ISO SkillInstall · skills CLI | 57,038 | — | ||
| lab-hardware-cad Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips a SkillInstall · skills CLI | 57,038 | — | ||
| labarchive-integration Integrates with the official LabArchives ELN REST-like API and Inventory API v1. Supports regional endpoint selection, signed-request construction, us SkillInstall · skills CLI | 57,038 | — | ||
| lamindb Manages biological datasets and models with LaminDB, including artifact registration, lineage tracking, schema validation, Bionty ontology annotation, SkillInstall · skills CLI | 57,038 | — | ||
| latchbio-integration Builds, registers, debugs, and operates bioinformatics workflows on Latch using the Python SDK, CLI, Latch Data and Registry, Nextflow, Snakemake, pro SkillInstall · skills CLI | 57,038 | — | ||
| latex-posters Creates research posters in LaTeX using beamerposter, tikzposter, or baposter. Use for conference posters, academic presentations, multi-column scient SkillInstall · skills CLI | 57,038 | — | ||
| markdown-mermaid-writing Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references, docume SkillInstall · skills CLI | 57,038 | — | ||
| omero-integration Inspects and automates microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, an SkillInstall · skills CLI | 57,038 | — | ||
| ontology-term-resolution Resolves free-text scientific labels to ontology term IDs and validates existing CURIEs against the EBI Ontology Lookup Service (OLS4). Also looks up SkillInstall · skills CLI | 57,038 | — | ||
| openpiv Performs Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from PIV image pairs, analyzing fluid dynamics or SkillInstall · skills CLI | 57,038 | — | ||
| opentrons-integration Authors, reviews, migrates, simulates, and troubleshoots official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-s SkillInstall · skills CLI | 57,038 | — | ||
| optimize-for-gpu GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and faster. Use for CUDA/GPU optimization; CPU-bound NumP SkillInstall · skills CLI | 57,038 | — | ||
| pacsomatic Prepares and launches nf-core/pacsomatic matched tumor-normal PacBio HiFi genomics workflows from unaligned BAM inputs. Supports samplesheet generatio SkillInstall · skills CLI | 57,038 | — | ||
| paperclip Searches and reads biomedical papers, FDA/PMDA/EMA documents, clinical trials, and protein records with the GXL Paperclip CLI and Python SDK. Supports SkillInstall · skills CLI | 57,038 | — | ||
| paperzilla Reads projects, searches project feeds, and retrieves recommendations and canonical papers in Paperzilla through the pz CLI. Supports recent recommend SkillInstall · skills CLI | 57,038 | — | ||
| pathml Supports local computational pathology research with PathML: slide loading and tiling, preprocessing and QC, h5path storage, multiplex quantification, SkillInstall · skills CLI | 57,038 | — | ||
| pathogen-variant-surveillance Queries public GenSpectrum LAPIS data for pathogen genomic surveillance, current lineage nomenclature, weekly sequence proportions, reporting delays, SkillInstall · skills CLI | 57,038 | — | ||
| pathway-enrichment Performs pathway and gene-set enrichment analysis on gene lists or ranked gene data and interprets the results. Used when the user has a set of genes SkillInstall · skills CLI | 57,038 | — | ||
| peer-review Prepares evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Supports authorized review of scientific manuscripts SkillInstall · skills CLI | 57,038 | — | ||
| pennylane Builds and differentiates PennyLane quantum circuits, hybrid PyTorch or JAX models, molecular VQE and QAOA workflows. Use for variational quantum algo SkillInstall · skills CLI | 57,038 | — | ||
| phylogenetics Builds and analyzes phylogenetic trees using MAFFT multiple sequence alignment, IQ-TREE maximum likelihood with ModelFinder and branch support, and Fa SkillInstall · skills CLI | 57,038 | — | ||
| pi-agent Builds with and operates Pi, the minimal terminal coding harness. Use for installing Pi, configuring providers/models/settings/environment variables, SkillInstall · skills CLI | 57,038 | — | ||
| pkpd-modeling Pharmacokinetic and pharmacodynamic modelling and simulation - non-compartmental analysis, compartmental and population PK, PK/PD and exposure-respons SkillInstall · skills CLI | 57,038 | — | ||
| polars High-performance DataFrame library for Python ETL, analytics, and pandas migration. It supports expression-based data manipulation with lazy query opt SkillInstall · skills CLI | 57,038 | — | ||
| polars-bio Performs genomic interval overlap, nearest, merge, coverage, complement and subtraction on Polars DataFrames, and reads or writes BED, VCF, BCF, BAM, SkillInstall · skills CLI | 57,038 | — | ||
| pptx-posters Creates and audits editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Used when the requested SkillInstall · skills CLI | 57,038 | — | ||
| primekg Queries a pinned Precision Medicine Knowledge Graph (PrimeKG) CSV for typed gene, drug, disease, and phenotype nodes, direct associations, disease con SkillInstall · skills CLI | 57,038 | — | ||
| primer-design Designs and audits PCR and RT-qPCR primers with Primer3, explicit thermodynamic conditions, reference-based off-target amplification searches, and tra SkillInstall · skills CLI | 57,038 | — | ||
| protocolsio-integration Reads, validates, and safely exports protocols.io data with current official REST/MCP contracts, or creates non-executing mutation plans. The bundled SkillInstall · skills CLI | 57,038 | — | ||
| pufferlib Version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies, PuffeRL training, evaluation, and safe checkpoint r SkillInstall · skills CLI | 57,038 | — | ||
| pybamm Simulates lithium-ion battery charge, discharge and rest experiments with PyBaMM, records parameter-set provenance, checks mesh and solver sensitivity SkillInstall · skills CLI | 57,038 | — | ||
| pycalphad Computes finite-temperature CALPHAD equilibria, phase fractions, and phase compositions from thermodynamic TDB databases using pycalphad. Use for allo SkillInstall · skills CLI | 57,038 | — | ||
| pydeseq2 Performs bulk RNA-seq differential expression analysis with PyDESeq2, including count validation, formula designs, explicit contrasts, Wald tests, FDR SkillInstall · skills CLI | 57,038 | — | ||
| pydicom Reads, inspects, writes, transforms, and preflights local DICOM datasets and pixel data. Applies to DICOM metadata, transfer syntaxes, compression plu SkillInstall · skills CLI | 57,038 | — | ||
| pyhealth Builds and validates PyHealth clinical machine-learning pipelines for EHR, signals, imaging, and medical codes. Use for PyHealth dataset loading, MIMI SkillInstall · skills CLI | 57,038 | — | ||
| pylabrobot Develops and reviews PyLabRobot lab-automation resources, liquid-handling plans, offline simulations, and supported-device integrations. Supports PyLa SkillInstall · skills CLI | 57,038 | — | ||
| pymatgen Analyzes, validates, converts, and transforms materials structures and computed materials data with pymatgen. Use for local phase diagrams, symmetry s SkillInstall · skills CLI | 57,038 | — | ||
| pymc Builds and checks Bayesian models with PyMC, including hierarchical models, NUTS MCMC, variational inference, mutable-data predictions, posterior pred SkillInstall · skills CLI | 57,038 | — | ||
| pymoo Solves and validates single-, multi-, and many-objective optimization with pymoo, including NSGA-II, NSGA-III, MOEA/D, constraints, Pareto approximati SkillInstall · skills CLI | 57,038 | — | ||
| pyopenms Processes mass spectrometry data with pyOpenMS. Supports proteomics and metabolomics workflows—feature detection, peptide/protein identification, labe SkillInstall · skills CLI | 57,038 | — | ||
| pysam Provides Python/HTSlib workflows for genomic files. Used when reading, querying, filtering, or writing SAM/BAM/CRAM, VCF/BCF, FASTA/FASTQ, or tabix da SkillInstall · skills CLI | 57,038 | — | ||
| pytdc Provides Therapeutics Data Commons workflows through PyTDC for registry discovery, dataset access, task-aware splits, evaluator metrics, benchmark gro SkillInstall · skills CLI | 57,038 | — | ||
| pytorch-lightning Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, im SkillInstall · skills CLI | 57,038 | — | ||
| pyzotero Manages Zotero reference libraries using the pyzotero Python client: retrieves, creates, updates, and deletes items, collections, tags, and attachment SkillInstall · skills CLI | 57,038 | — | ||
| qiime2-amplicon Processes paired-end 16S amplicon reads into QIIME 2 ASVs and taxonomy with retained artifact provenance. Checks paired FASTQ manifests, primer orient SkillInstall · skills CLI | 57,038 | — | ||
| qiskit Builds, simulates, transpiles, and executes quantum circuits with Qiskit and IBM Quantum Runtime. Use for Qiskit 2.x circuits and operators, V2 Sample SkillInstall · skills CLI | 57,038 | — | ||
| qutip Simulate and audit closed and open quantum-system models with QuTiP 5, including deterministic, trajectory, steady-state, spectral, and phase-space wo SkillInstall · skills CLI | 57,038 | — | ||
| rdkit Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D SkillInstall · skills CLI | 57,038 | — | ||
| relion Validates and executes RELION single-particle cryo-EM refinement and half-map postprocessing. Supports STAR optics/acquisition checks, particle-stack SkillInstall · skills CLI | 57,038 | — | ||
| relsa-severity-assessment Supports multivariate severity assessment and exploratory endpoint-time score forecasting for laboratory animal studies using the RELSA (RELative Seve SkillInstall · skills CLI | 57,038 | — | ||
| research-grants Supports research proposal preparation and review for NSF, NIH, DOE, DARPA, and Taiwan NSTC, including opportunity-specific requirements, aims, review SkillInstall · skills CLI | 57,038 | — | ||
| research-lookup Compiles current scholarly evidence for a scientific manuscript or research brief when the user explicitly asks to gather literature, references, back SkillInstall · skills CLI | 57,038 | — | ||
| rowan Rowan is a cloud-native molecular modeling and medicinal-chemistry workflow platform with a Python API. Use for pKa and macropKa prediction, conformer SkillInstall · skills CLI | 57,038 | — | ||
| scanpy Performs Scanpy single-cell RNA-seq QC, normalization, HVG selection, PCA/UMAP/t-SNE, clustering, exploratory marker ranking, pseudobulk preparation, SkillInstall · skills CLI | 57,038 | — | ||
| scholar-evaluation Provides qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional SkillInstall · skills CLI | 57,038 | — | ||
| scientific-brainstorming Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adver SkillInstall · skills CLI | 57,038 | — | ||
| scientific-critical-thinking Evaluates scientific claims and evidence quality. Applies to experimental design validity, biases and confounders, statistical interpretation, evidenc SkillInstall · skills CLI | 57,038 | — | ||
| scientific-writing Drafts, revises, and audits scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountabili SkillInstall · skills CLI | 57,038 | — | ||
| scikit-bio Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FAS SkillInstall · skills CLI | 57,038 | — | ||
| scikit-learn Supports machine learning in Python with scikit-learn. Applies when working with supervised learning (classification, regression), unsupervised learni SkillInstall · skills CLI | 57,038 | — | ||
| scikit-survival Builds, evaluates, and audits right-censored or competing-risk survival workflows with scikit-survival, including leakage-safe preprocessing, model se SkillInstall · skills CLI | 57,038 | — | ||
| scvelo Performs RNA velocity analysis with scVelo from spliced and unspliced single-cell RNA counts. Fits deterministic or dynamical models, examines gene ph SkillInstall · skills CLI | 57,038 | — | ||
| scvi-tools Fits probabilistic models for single-cell omics, including scVI batch integration, scANVI annotation, totalVI CITE-seq, MultiVI RNA/ATAC integration, SkillInstall · skills CLI | 57,038 | — | ||
| seaborn Creates Seaborn statistical visualizations with pandas integration for distributions, relationships, categorical comparisons, regression displays, pai SkillInstall · skills CLI | 57,038 | — | ||
| shap Explain and audit machine-learning predictions with SHAP. Use for selecting SHAP explainers and maskers, computing and validating feature attributions SkillInstall · skills CLI | 57,038 | — | ||
| simpy Builds, inspects, tests, and analyzes bounded process-based discrete-event simulations with SimPy. Use for event scheduling, resource queues, interrup SkillInstall · skills CLI | 57,038 | — | ||
| stable-baselines3 Trains and evaluates single-agent reinforcement learning with Stable Baselines3 (PPO, SAC, DQN, TD3, DDPG, A2C), Gymnasium custom environments, vector SkillInstall · skills CLI | 57,038 | — | ||
| statistical-analysis Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-form SkillInstall · skills CLI | 57,038 | — | ||
| statistical-power Calculates sample sizes and statistical power for study planning. Applies when someone asks "how many subjects/samples/replicates do I need", wants an SkillInstall · skills CLI | 57,038 | — | ||
| statsmodels Fits and diagnoses Python statistical models including OLS, GLM, discrete and mixed models, ARIMA and SARIMAX. Supports coefficient inference, margina SkillInstall · skills CLI | 57,038 | — | ||
| sympy Performs exact symbolic mathematics with SymPy for algebra, calculus, equation solving, symbolic linear algebra, physics, and lambdify or LaTeX code g SkillInstall · skills CLI | 57,038 | — | ||
| tamarind Provides access to a collection of open-source molecular design and structural biology tools on the Tamarind Bio platform, via its REST API or MCP ser SkillInstall · skills CLI | 57,038 | — | ||
| tellurium Simulates biochemical kinetic models from SBML or Antimony with Tellurium and libRoadRunner, checks model units, compares deterministic parameter pert SkillInstall · skills CLI | 57,038 | — | ||
| tiledbvcf Stores and retrieves genomic variant calls with TileDB-VCF. Use for indexed single-sample VCF/BCF ingestion, incremental cohorts, region and sample qu SkillInstall · skills CLI | 57,038 | — | ||
| timesfm-forecasting Performs zero-shot time-series forecasting with Google's TimesFM, including regular-grid CSV preparation, quantile forecasts, XReg covariates, and hel SkillInstall · skills CLI | 57,038 | — | ||
| torch-geometric Supports PyTorch Geometric (PyG) graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous gra SkillInstall · skills CLI | 57,038 | — | ||
| torchdrug Builds and troubleshoots TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retros SkillInstall · skills CLI | 57,038 | — | ||
| transformers Hugging Face Transformers for loading Hub models, running pipeline inference, text generation, and Trainer fine-tuning on NLP, vision, audio, and mult SkillInstall · skills CLI | 57,038 | — | ||
| treatment-plans Formats and structurally validates local treatment-plan documentation after clinical decisions have already been supplied and verified by authorized l SkillInstall · skills CLI | 57,038 | — | ||
| uncertainty-and-units Tracks physical units and propagates measurement uncertainty in scientific calculations using pint and uncertainties. Use for unit conversion and dime SkillInstall · skills CLI | 57,038 | — | ||
| what-if-oracle Supports structured what-if scenario analysis for research planning, experimental contingencies, and scientific project decisions. Explores favorable, SkillInstall · skills CLI | 57,038 | — | ||
| cookbook-audit Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested. SkillOfficial · AnthropicInstall · skills CLI | 54,601 | — | ||
| cherry-assistant-guide 从当前安装包查询 Cherry Studio 产品信息并排查运行问题。当用户询问功能、路由、快捷键、Provider、语言、Agent、频道、定时任务、Code CLI、当前版本，或报告运行错误、连接失败、配置异常并需要诊断时触发。 SkillInstall · skills CLI | 53,485 | — | ||
| json-canvas Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, SkillInstall · skills CLI | 52,209 | — | ||
| algorithmic-art Algorithmic philosophies are computational aesthetic movements that are then expressed through code. Output .md files (philosophy), .html files (inter SkillInstall · skills CLI | 49,642 | — | ||
| api-integration Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services. SkillInstall · skills CLI | 49,642 | — | ||
| architecture-decision-records Comprehensive patterns for creating, maintaining, and managing Architecture Decision Records (ADRs) that capture the context and rationale behind sign SkillInstall · skills CLI | 49,642 | — | ||
| architecture-patterns Master proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build maintainable, test SkillInstall · skills CLI | 49,642 | — | ||
| auth-implementation-patterns Implement or review authentication and authorization with explicit token, session and resource-access boundaries. SkillInstall · skills CLI | 49,642 | — | ||
| backend-architect Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. SkillInstall · skills CLI | 49,642 | — | ||
| backend-dev-guidelines You are a senior backend engineer operating production-grade services under strict architectural and reliability constraints. Use when routes, control SkillInstall · skills CLI | 49,642 | — |
Filters apply to the top 400 of 17,334 tools by stars. Full list for agents: other-misc.json