Skill catalog
12,182agent skills synced from skills.sh, with their install counts. Read them here, or let your agent fetch the right one through the Graph-of-Skills MCP server.
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- physical-ai-defect-image-generation nvidia/skills
Use when the user wants to orchestrate defect image generation with NVIDIA Cosmos AnomalyGen (Cosmos-Predict2-derived) on OSMO for PCBA, metal surface, and glass inspection. The Day 0 path handles cold-start with USD-to…
1,975 installs - add-malli-schemas metabase/metabase
Efficiently add Malli schemas to API endpoints in the Metabase codebase with proper patterns, validation timing, and error handling
1,974 installs - ccf-visual-composer mikubaka88/ccfa-skills
Render and redesign scientific figures, visual tables, and method/architecture diagrams from supplied content, including biological data. Use for 绘图美化, 排版, 配色, GPT Image 2 generation, pure SVG, and editable SVG/PDF/PPTX…
1,974 installs - code-quality cognitedata/builder-skills
MUST be used whenever reviewing a Flows app for code quality, maintainability, or clean code issues — before a PR review, after a feature is complete, or when the user asks for a code review. Do NOT skip linting steps.…
1,974 installs - layers-interaction-flow jamiemill/layers-skills
Techniques for mapping interaction structure and flow — places, affordances, edge cases, and failure paths — without committing to visual form
1,974 installs - sentry-debug-issue getsentry/sentry-for-ai
Debug and fix a Sentry issue — find it (by link, ID, or search), pull full context (stack trace, breadcrumbs, trace, logs), optionally run Seer root-cause / autofix, apply the code fix, and resolve it via a `Fixes PROJE…
1,973 installs - ccf-paper-to-exemplar mikubaka88/ccfa-skills
Distill supplied paper PDFs into writing exemplar cards and register a requested personal library. Use for PDF to writing exemplar, 写作范例, and reusable paper-writing patterns. Preserve attribution; transfer argument stru…
1,971 installs - clinical-reports k-dense-ai/scientific-agent-skills
Creates safety-bounded draft structures and runs local deterministic checks for clinical case, diagnostic, trial, safety, and aggregate research reports. Use only with synthetic, de-identified, or aggregate inputs and v…
1,971 installs - harvard-artifacts-data-engineering-app reason-machines/data-skills
Build ETL pipelines and analytics dashboards using the Harvard Art Museums API with SQL storage and Streamlit visualization
1,971 installs - layers-product-strategy jamiemill/layers-skills
Techniques for connecting user opportunities to business outcomes and solution bets, and testing the riskiest assumptions cheaply
1,971 installs - layers-surface jamiemill/layers-skills
Techniques for auditing and deciding the surface against the layers below — vocabulary, object consistency, completeness, feedback, hierarchy, accessibility
1,971 installs - canva-creator anthropics/knowledge-work-plugins
Takes an approved content brief and executes a campaign end-to-end: builds the posting calendar, generates Canva designs for social posts, drafts caption and email copy, and stages social sends in HubSpot. Canva is used…
1,970 installs - cms-migration payloadcms/skills
Use when user wants to migrate content from another CMS (WordPress, Contentful, Strapi, Sanity, Webflow, etc.) to Payload CMS
1,970 installs - graphify howell5/willhong-skills
Use when exploring unfamiliar codebases, before searching for code, or after editing files. Builds a structural AST index (classes, functions, imports, call graph) from 12 languages via tree-sitter. Trigger: /graphify
1,970 installs - nature-paper-xray yuan1z0825/nature-skills
Read one supplied paper closely enough to reconstruct how its authors actually got there, rather than restating what the abstract claims. Use for 精读论文, 讲透这篇论文, 把这篇读懂, 作者为什么这么设计, 这个公式怎么推出来的, paper x-ray, and deep single-…
1,970 installs - short-drama zenstory-ai/drama-skills
基于文件系统初始化和继续短剧或漫剧项目，提供 creator-first 五文档路由、本地 Dashboard、制作形态与 Look Development 决策。用户提出“创建/继续短剧项目”“看进度/下一步”“做 Look Development”“打开 dashboard/短剧创作台”“导出制作资料”，或任务跨多个创作阶段时使用；明确的写作、资产、提示词、分镜、剪辑或审查请求由对应子 skill 直接处理。
1,970 installs - writing-for-agents vinvcn/mattpocock-skills-zh-cn
为 agent 编写文档。适用于创建或编辑 skills，或修改 AGENTS.md 或 CLAUDE.md 时。
1,970 installs - autocli nashsu/autocli-skill
Use autocli CLI to interact with 55+ social/content websites (HackerNews, Reddit, Twitter/X, Bilibili, Zhihu, Weibo, Xiaohongshu, YouTube, Medium, Substack, Douban, WeRead, Linux-do, V2EX, Bloomberg, Google, Arxiv, Wiki…
1,969 installs - paywall-optimization appeeky/aso-skills
When the user wants to design, test, or optimize their app's paywall — layout, copy, pricing display, trial offers, plan structure, hard vs soft paywall, paywall placement, or paywall A/B tests. Use when the user mentio…
1,969 installs - play-billing-library-version-upgrade android/skills
Use this skill when upgrading or migrating an Android project from any legacy Google Play Billing Library (PBL) version to the latest stable version of PBL.
1,969 installs - caveman pandoscope/skills
Terse chat that stays easy to parse. Drops filler, pleasantries and hedging while keeping full technical accuracy. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or inv…
1,968 installs - daily-stock-analysis reason-machines/trending-skills
LLM-powered A/H/US stock intelligent analysis system with multi-source data, real-time news, AI decision dashboards, and multi-channel push notifications via GitHub Actions.
1,968 installs - repomix-explorer yamadashy/repomix
Analyze or explore a codebase (remote or local repository) by packing it with the Repomix CLI, then reading and searching the generated output. Use when the user wants a high-level understanding of an unfamiliar or larg…
1,968 installs - roblox-cloud tabooharmony/roblox-brain
Use for Roblox Open Cloud: API keys, OAuth 2.0, webhooks, scopes, token lifecycle, DataStore or messaging access from outside the game.
1,967 installs - architecture-diagrams aj-geddes/useful-ai-prompts
Create system architecture diagrams using Mermaid, PlantUML, C4 model, flowcharts, and sequence diagrams. Use when documenting architecture, system design, data flows, or technical workflows.
1,966 installs - behavioral-product-design refoundai/lenny-skills
Help users apply behavioral science to product design. Use when someone is designing for habit formation, reducing friction, applying psychology to UX, increasing retention through behavioral principles, or using nudges…
1,966 installs - clinical-decision-support k-dense-ai/scientific-agent-skills
Prepares and validates research-only clinical decision-support evaluation, evidence-profile, cohort, survival, biomarker/model, privacy, and governance artifacts. Supports aggregate or synthetic research documentation a…
1,966 installs - gget k-dense-ai/scientific-agent-skills
Queries 20+ bioinformatics resources through CLI/Python. Supports quick lookups of gene info, BLAST/BLAT, viral sequence downloads, PDB/mmCIF structures, G2P residue annotations, enrichment analysis, OpenTargets, COSMIC…
1,966 installs - layers-orient jamiemill/layers-skills
Diagnostic audit across all seven layers — identifies the bottleneck layer and recommends where to focus
1,966 installs - react-nextjs-development sickn33/agentic-awesome-skills
React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns.
1,966 installs - ccf-pipeline-orchestrator mikubaka88/ccfa-skills
Plan or coordinate CCF research stages, goals, gates, artifacts, and ccfa.yaml state. Use for 任务拆解, 流程规划, project status, end-to-end coordination, and explicitly requested autonomous research, autoresearch, or 自主科研迭代. C…
1,965 installs - google-search-console kostja94/marketing-skills
Compatibility pointer for Search Console performance and indexing analysis; maintained in Open Analytics.
1,965 installs - modal k-dense-ai/scientific-agent-skills
Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running GPU-accelerated workloads (training, fine-tuning, inference), serving web…
1,965 installs - roblox-input tabooharmony/roblox-brain
Use when handling Roblox touch, gamepad, keyboard, mouse or motion input, on-screen action buttons, or cross-platform action binding.
1,965 installs - domain-hunter resciencelab/opc-skills
Search domains, compare prices, find promo codes, get purchase recommendations. Use when user wants to buy a domain, check domain prices, find domain deals, compare registrars, or search for .ai/.com domains.
1,964 installs - rdkit k-dense-ai/scientific-agent-skills
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpl…
1,964 installs - wait-what vinvcn/mattpocock-skills-zh-cn
停一下：刚才那条消息没有说清楚，重新表述一遍。
1,964 installs - ccf-submission-checker mikubaka88/ccfa-skills
Check CCF venue rules and submission packages: template, pages, anonymity, PDF build, metadata, and reproducibility. Use for 投稿检查, 会议格式, page limits, and artifact readiness. Verify current official rules for the exact v…
1,963 installs - layers-domain jamiemill/layers-skills
Techniques for mapping a domain's concepts, terminology conflicts, and bounded contexts — the raw material the conceptual model is built from
1,963 installs - nemo-automodel-distributed-training nvidia/skills
Guide for selecting and configuring distributed training strategies in NeMo AutoModel, including FSDP2, Megatron FSDP, DDP, and parallelism settings.
1,963 installs - fastapi jezweb/claude-skills
Build Python APIs with FastAPI, Pydantic v2, and SQLAlchemy 2.0 async. Covers project structure, JWT auth, validation, and database integration with uv package manager. Prevents 7 documented errors. Use when: creating P…
1,962 installs - monitor-ci nrwl/nx-ai-agents-config
Monitor Nx Cloud CI pipeline and handle self-healing fixes. USE WHEN user says "monitor ci", "watch ci", "ci monitor", "watch ci for this branch", "track ci", "check ci status", wants to track CI status, or needs help w…
1,962 installs - astropy k-dense-ai/scientific-agent-skills
Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astron…
1,961 installs - scanpy k-dense-ai/scientific-agent-skills
Performs Scanpy single-cell RNA-seq QC, normalization, HVG selection, PCA/UMAP/t-SNE, clustering, exploratory marker ranking, pseudobulk preparation, visualization, and Seurat or SingleCellExperiment RDS conversion to h…
1,961 installs - skill-creator apollographql/skills
Guide for creating effective skills for Apollo GraphQL and GraphQL development. Use this skill when: (1) users want to create a new skill, (2) users want to update an existing skill, (3) users ask about skill structure…
1,961 installs - ccf-rebuttal-writer mikubaka88/ccfa-skills
Write CCF rebuttals, author responses, revision ledgers, response letters, and conservative resubmission plans. Use for 审稿意见回复, rebuttal, revision ledger, and 重投迁移. Ground promises in feasible changes and actual evidenc…
1,960 installs - layers-user-needs jamiemill/layers-skills
Techniques for eliciting and prioritising user needs, pains, and desires — the opportunities that feed product strategy
1,960 installs - ccf-project-scaffolder mikubaka88/ccfa-skills
Initialize CCF project folders, LaTeX templates, artifact directories, and ccfa.yaml. Use for 项目初始化, 目录搭建, template setup, and reproducible workspace scaffolding. Preserve existing files. Workflow planning belongs to cc…
1,959 installs - ccf-skill-forger mikubaka88/ccfa-skills
Maintain and audit Codex/CCFA skills, triggers, references, scripts, docs/SVG diagrams, installation dependencies, and release validation. Use for skill维护, GPT model adaptation, and family routing cleanup. Do not perfor…
1,959 installs - huggingface-vision-trainer huggingface/skills
Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, ResNet, ViT/DINOv3 — plus any Transformers classifier), and SAM/SAM…
1,959 installs