Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: Media
4,999 results · page 28 of 167
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design-auditSkillMedia
Periodically audit the codebase for engineering design issues (high cognitive complexity, broken single source of truth, catch-all fat interfaces, dead code, scattered magic literals, leaky abstractions, resource lifecycles dependent on ring buffers) and optimization opportunities. Scope is limited
Ready to connect★ 2k
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design-testing-strategySkillMedia
Use before writing any type of tests. Distills 14 industry sources into deterministic decision gates, schemas, and worked test examples.
Ready to connect★ 2k
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multi-agent-patternsSkillMedia
Design multi-agent architectures for complex tasks. Use when single-agent context limits are exceeded, when tasks decompose naturally into subtasks, or when specializing agents improves quality.
Ready to connect★ 2k
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tooluniverse-clinical-trial-designSkillMedia
Strategic clinical trial design feasibility assessment. Analyzes 6 dimensions (endpoint, population, comparator, effect size, duration, regulatory pathway) using precedent trials and FDA guidance. Produces enrollment projections, endpoint recommendations, and approval-pathway analysis. Use for trial
Ready to connect★ 2k
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tooluniverse-drug-mechanism-researchSkillMedia
Trace drug mechanism of action — primary target → downstream signaling → pathway perturbation → tissue/organ effect → clinical outcome. Uses DrugBank, ChEMBL, KEGG, Reactome, STRING. Use for understanding how a drug works, identifying off-target effects, mechanism-based combination therapy design, a
Ready to connect★ 2k
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tooluniverse-epidemiological-analysisSkillMedia
End-to-end observational epidemiology analysis — from research question (PECO Population/Exposure/Comparator/Outcome) to publication-ready statistical report. Covers cohort/case-control/cross-sectional design, regression with confounders, propensity scoring, sensitivity analysis. Writes Python code
Ready to connect★ 2k
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tooluniverse-image-analysisSkillMedia
Microscopy and quantitative imaging analysis — colony morphometry, fluorescence intensity quantification, cell-count statistics, dose-response curves, and ANOVA/Dunnett on image-derived measurements. Uses pandas/numpy/scipy/scikit-image. Use for analyzing tabular outputs from CellProfiler/ImageJ, im
Ready to connect★ 2k
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tooluniverse-molecular-cloningSkillMedia
Molecular cloning, in both directions. DESIGN — Gibson Assembly (overlap design for seamless multi-fragment joining) and Golden Gate Assembly (Type IIS / BsaI / BbsI / Esp3I / BsmBI / SapI design with unique 4-bp fusion overhangs). ANALYSIS — work out what an existing reaction produces: given input
Ready to connect★ 2k
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tooluniverse-network-pharmacologySkillMedia
Compound-target-disease network construction and analysis for drug repurposing, polypharmacology discovery, and multi-target drug design. Uses STRING, BioGRID, ChEMBL, DGIdb, OMIM, OpenTargets. Use for off-target effect prediction, network-based drug repurposing, and identifying molecules with desir
Ready to connect★ 2k
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tooluniverse-primer-designSkillMedia
PCR / qPCR primer and oligo design — design forward/reverse primers for a target region (SantaLucia nearest-neighbor thermodynamics), compute melting temperature (Tm) and annealing temperature (Ta), check GC content, and screen an oligo for hairpins and primer-dimers. Use when you need primers for a
Ready to connect★ 2k
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exp-designSkillMedia
Idea-driven experiment design with iterative ablation — method candidate generation (direct / hybrid / cross-idea combination) → benchmark selection → iterative ablation (non-linear: ablation can trigger method simplification and re-planning) → sensitivity analysis → main experiment → optional gener
Ready to connect★ 2k
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researchSkillMedia
End-to-end research orchestrator — idea discovery → experiment design → execution → verdict → paper writing, with human gates and session-resumable state
Ready to connect★ 2k
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mps-bugfixSkillMedia
Structured MPS bugfix workflow driven by a YouTrack issue ID — preflight tool checks, version/branch derivation, parallel-agent problem analysis, solution design, branch creation, implementation, review, and YouTrack updates. Use when the user invokes "/bugfix", asks to "fix a bug", "work on a bug",
Ready to connect★ 2k
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gpt-image-skillSkillMedia
Generate or edit images using OpenAI GPT Image API (gpt-image-2, gpt-image-1, etc). Use ONLY when the user explicitly names OpenAI or GPT as the provider: "gpt image", "openai image", "generate image with openai", "用 openai 画图", "用 GPT 生成图片". For generic image requests without a provider, use nanoba
Ready to connect★ 2k
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nanobanana-skillSkillMedia
Generate or edit images via Google Gemini (nanobanana). This is the DEFAULT image skill — use whenever the user asks to generate, create, or edit an image and does NOT name another provider. Triggers: "nanobanana", "generate image", "create image", "edit image", "图片生成", "生成图片", "AI绘图", "图片编辑". Do NO
Ready to connect★ 2k
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youtube-transcribe-skillSkillMedia
Extract subtitles/transcripts from YouTube videos. Triggers: "youtube transcript", "extract subtitles", "video captions", "视频字幕", "字幕提取", "YouTube转文字", "提取字幕".
Ready to connect★ 2k
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appllama-app-design-skillSkillMedia
Build native-feeling, benchmark-quality mobile app screens (Expo / React Native). Use when designing or implementing any mobile UI — screens, flows, onboarding, paywalls, tab bars, sheets, settings, empty states — or when polishing motion, navigation, typography, dark mode, or perceived performance.
Ready to connect★ 1k
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appllama-usageSkillMedia
Use the Appllama MCP (mcp.appllama.io) well — research real top-grossing mobile apps, their screens, flows, and UI elements, then build from what you learn. Load when the Appllama MCP is connected and the task involves building a mobile app or screen, researching app design patterns, studying onboar
Ready to connect★ 1k
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add-modelSkillMedia
Add a model or provider mapping to the catalogue, or verify one that was already written — pricing, capability and reasoning metadata, scoped e2e, and playground options for image/video models. Use when the user asks to add a named model on a provider, create a provider mapping, check model pricing,
Ready to connect★ 2k
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core-web-vitalsSkillMedia
Diagnose and improve Largest Contentful Paint, Interaction to Next Paint, and Cumulative Layout Shift in this repository's Next.js App Router frontends. Use when auditing Core Web Vitals, investigating LCP, INP, or CLS regressions, or changing frontend loading, responsiveness, image, font, or layout
Ready to connect★ 2k
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dev-designSkillMedia
AI DevKit · Design phase guidance for reviewing feature design against requirements. Use when the user wants to validate architecture, review design docs, resolve design trade-offs, or run dev-lifecycle phase 3.
Ready to connect★ 2k
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dev-implementationSkillMedia
AI DevKit · Implementation phase guidance for executing feature plans and checking implementation against design. Use when the user wants to implement planned tasks, update implementation docs, verify code matches design, or run dev-lifecycle phases 5 and 7.
Ready to connect★ 2k
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dev-lifecycleSkillMedia
AI DevKit · Orchestrator for structured SDLC phase skills. Use when the user wants to run the full lifecycle or choose the next phase across requirements, design, planning, implementation, testing, and review.
Ready to connect★ 2k
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dev-reviewSkillMedia
AI DevKit · Final code review phase guidance for holistic pre-push review. Use when the user wants code review, final lifecycle review, design alignment checks, integration risk review, or dev-lifecycle phase 9.
Ready to connect★ 2k
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pull-requestSkillMedia
Create, update, illustrate, and hand off pull requests in this repo. Use when opening a PR, pushing a branch for review, writing or revising a PR title/description, embedding a screenshot or image in a PR body, triggering e2e CI on a PR, or whenever the user mentions "PR", "pull request", "open a PR
Ready to connect★ 2k
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video-podcast-maker-nanoSkillMedia
Smallest personal narrated-explainer-video pipeline (spoken narration over visuals, not an audio podcast), fully tool-agnostic and autonomous by default — topic → research ∥ asset collection → script → TTS → video → 4K render ∥ publish info + cover. The skill defines the pipeline logic and self-veri
Ready to connect★ 2k
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power-analysisSkillMedia
Compute statistical power, required sample size, and minimum detectable effect (MDE) for a study design, then write a registry-ready power section. Handles two-arm RCTs (with clustering / ICC and unequal allocation), multiple-arm corrections, and a simulation-based power option for non-standard desi
Ready to connect★ 2k
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huashu-designSkillMedia
Design philosophy consultant: recommends 3 directions from 20 styles and generates visual demos and AI prompts. Use when the user mentions "设计风格" (design style), "设计方向" (design direction), "配色方案" (color scheme), "视觉风格" (visual style), "设计评审" (design review), or "推荐风格" (recommend styles).
Ready to connect★ 2k
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huashu-douyin-scriptSkillMedia
Douyin viral script creation workflow. A complete pipeline from competitor video breakdown to script generation: download Douyin video → Gemini video analysis → extract viral formula → generate script + storyboard → AI-flavor proofreading. Use this skill when the user mentions "抖音脚本", "爆款拆解", "竞品分析"
Ready to connect★ 2k
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huashu-script-polishSkillMedia
Colloquial review of video scripts, removing bookish tone so the script sounds natural when spoken. Use when the user mentions "口语化" (make it colloquial), "太书面了" (too written/formal), "像说话一样" (sound like talking), or "脚本审校" (script review).
Ready to connect★ 2k
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
52,524 of the 52,958 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.