AI Skills Hub - Browse 180,000+ Agent Skills

Invoke this skill when: - Pod status is `CrashLoopBackOff`, `Error`, or `ImagePullBackOff` - User mentions "pod crashing", "deployment failing", or "container restarting" - Kubernetes deployment not reaching Ready state

Generate a daily briefing with health assessments (sleep, exercise, diet, mindfulness) from TimTracker data.

Analyze VMR codeflow PR status for dotnet repositories. Use when investigating stale codeflow PRs, checking if fixes have flowed through the VMR pipeline, debugging dependency update issues in PRs authored by dotnet-maestro[bot], checking overall flow status for a repo, or diagnosing why backflow PRs are missing or blocked.

Analyze CI build and test status from Azure DevOps and Helix for dotnet repository PRs. Use when checking CI status, investigating failures, determining if a PR is ready to merge, or given URLs containing dev.azure.com or helix.dot.net. Also use when asked "why is CI red", "test failures", "retry CI", "rerun tests", or "is CI green".

Generates changelogs for products from conventional commit history. Use when preparing a release, updating release documentation, or previewing unreleased changes before creating a release branch.

Sets up Claude Code web environment for building the Umbraco.AI solution. Installs .NET SDK, configures proxy for NuGet, and prepares git for GitVersioning. Use this when starting a new Claude Code web session to build the project.

Web integration for Noir circuits. Covers React integration, Web Worker proving, WASM setup, and UX patterns for browser-based ZK applications.

Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines, dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment variables, internal packages, monorepo structure/best practices, and boundaries. Use when user: configures tasks/workflows/pipelines, creates packages, sets up monorepo, shares code between apps, runs changed/affected packages, debugs cache, or has apps/packages directories.

ALWAYS USE THIS SKILL when handling persistent memory in this workspace, including task-start memory recall, explicit "remember" instructions, storing durable preferences/facts, and retrieving prior context. This skill owns the local memory workflow and CLI for init/sync/search/add/recent/stats.

Set up Code Sentinel — register account, configure hooks and MCP server

Analyze Google Analytics data, review website performance metrics, identify traffic patterns, and suggest data-driven improvements. Use when the user asks about analytics, website metrics, traffic analysis, conversion rates, user behavior, or performance optimization.

Send Discord notifications with rich embeds and optionally wait for a human response. Trigger phrases: "notify on Discord", "send Discord message", "ask user on Discord", "Discord notification", "get response from Discord", "ping me on Discord", "tell the user on Discord", "ask for approval on Discord"

Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication. Includes layout design, color schemes, multi-column formats, figure integration, and poster-specific best practices for visual communication.

Smart search over functional spec markdown files with hybrid BM25 ranking

Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow, FASTQ analysis, variant calling, gene expression, differential expression, GEO reanalysis, GSE/GSM/SRR accessions, or samplesheet creation.

Customize or personalize a Claude Code plugin for a specific organization's tools and workflows. Use when users want to customize a plugin, replace tool placeholders, or configure MCP servers for a plugin. This skill requires Cowork mode with mounted plugin directories and will not work in remote or standard CLI sessions.

Use when editing .lean files, seeing type mismatch/sorry/failed to synthesize instance/axiom warnings, lake build errors, or searching mathlib for theorem proofs.

Render Mermaid diagrams as SVG or ASCII art using beautiful-mermaid. Use when users need to create flowcharts, sequence diagrams, state diagrams, class diagrams, or ER diagrams. Supports both graphical SVG output and terminal-friendly ASCII/Unicode output.

Pay-per-use resource marketplace for AI agents. Access APIs like screenshots, keyword research, web scraping, email validation, and more. Discover resources for free, pay only when executing. Uses HTTP 402 protocol with wallet-based spending limits. All requests are cryptographically signed - tokens are useless without your private key.

Defines the format, structure, and quality standards for VALIDATION_REPORT.md, validate.sh, and demo.sh. Used by the QA engineer agent in Phase 5 and 7b to validate the implementation against specs and contracts.

See your project progress at a glance.

PR code review mechanics via GitHub API

Autonomous story execution with Codex validation. Runs create/implement/review cycles per story in a bash loop until done or halted.

Comprehensive financial analyst for Zabio. Use this skill once a week when the user provides new transaction data (CSV) to update KPIs, client velocity, concentration risk, and cohort retention. The skill automates data cleaning, processing, and dashboard generation, and handles deployment to the shared Vercel environment.

PROACTIVELY query the code graph database to understand relationships and impact of changes. Use this skill WHEN READING any file to understand context, when searching for files, when exploring the codebase, or when you need to understand what depends on a component. This is your primary tool for understanding code structure and avoiding breaking changes.

Diagnose and resolve user issues with AnyManage. Use when user reports problems, errors, or unexpected behavior. Guides users through troubleshooting steps and knows when to escalate to GitHub issues.

Audit all git worktrees in the current project. Use when the user asks about worktree status, which branches are merged, which have uncommitted changes, or which worktrees can be safely cleaned up.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration

Access and control Firefox synced tabs across all devices. List tabs from any synced device, search by URL or title, send tabs to devices, and close remote tabs. Use when finding open tabs, sending URLs to other devices, or closing tabs remotely. Requires ffsclient authentication and Python 3.

X (Twitter) API usage and safe automation guidelines. This skill should be used when interacting with X (Twitter), including creating posts, reading the timeline, sending messages, or any other X (Twitter) capabilities that can be executed via API requests (post/reply/search, DMs, bookmarks, follows, auth, DMs, spaces, etc.).

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

iOSアプリアイコン作成スキル。1024×1024マスター画像から全サイズ自動生成、Xcodeプロジェクト統合、App Store審査対応。トリガー：「アプリアイコン」「App Icon」「アイコン生成」「アイコン作成」「AppIcon.appiconset」。HIGアイコンガイドライン準拠、Liquid Glassデザイン対応。

Analyze and build knowledge graph links in Obsidian vault. Find orphan notes, suggest connections, add backlinks, visualize link structure. Triggers on /graph, "analyze links", "find orphans", "suggest connections".

Manage your Obsidian knowledge vault through MCP (Model Context Protocol). Read, write, search notes, manage tags and frontmatter, and track relationships between ideas.

Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".

Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.

Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and review console errors with render_game_to_text.

Search and optimize images from Unsplash for web pages. Use this skill when you need to find images for website content, hero sections, backgrounds, or any web design elements. Automatically triggered when creating web pages without user-provided images, or when user mentions needing images, photos, Unsplash, or visual content for websites. Optimizes images with width, quality, and format parameters for web performance.

X-ray scans articles to extract wisdom cores using a 4-layer funnel methodology, generating Markdown reports with ASCII art visualizations

Browse and search Reddit in read-only mode using public JSON endpoints. Use when the user asks to browse subreddits, search for posts by topic, inspect comment threads, or build a shortlist of links to review and reply to manually.

API-first email platform designed for AI agents. Create and manage dedicated email inboxes, send and receive emails programmatically, and handle email-based workflows with webhooks and real-time events. Use when you need to set up agent email identity, send emails from agents, handle incoming email workflows, or replace traditional email providers like Gmail with agent-friendly infrastructure.

Create Claude Code hooks with environment detection and testing. Use when user mentions "hook", "create hook", "pre-commit", "post-edit", "auto-format", or "automated checks".

Code review automation for TypeScript, JavaScript, Python, Go, Swift, Kotlin. Analyzes PRs for complexity and risk, checks code quality for SOLID violations and code smells, generates review reports. Use when reviewing pull requests, analyzing code quality, identifying issues, generating review checklists.

Integration guide for the Bloque SDK — a TypeScript SDK for programmable financial accounts, cards with spending controls, and multi-asset transfers. Use when the user asks to "integrate Bloque", "create a card", "set up spending controls", "handle card webhooks", "transfer funds", "create pockets", "set up MCC routing", or build any fintech feature on the Bloque platform.

Generate PyMOL scripts to highlight specific protein residues in PDB structures. Use this skill when the user needs to visualize specific amino acid residues, create publication-quality protein images, or highlight functional sites in protein structures.

Design CRISPR gRNA sequences for specific gene exons with off-target prediction and efficiency scoring. Trigger when user needs gRNA design, CRISPR guide RNA selection, or genome editing target analysis.

Generates Kaplan-Meier survival curves, calculates survival statistics (log-rank test, median survival time), and estimates hazard ratios for clinical and biological survival data analysis. Triggered when user requests survival analysis, Kaplan-Meier plots, time-to-event analysis, or asks about survival statistics in biomedical contexts.

Trigger when user needs to align DNA/protein sequences, compare biological sequences, search for similar sequences in databases, or perform BLAST-based similarity analysis. Use for bioinformatics sequence comparison tasks.

Automatically formats academic citations to AMA (American Medical Association) 11th edition style. Converts from APA, MLA, Vancouver, BibTeX, and free-text formats to standardized AMA format for medical and scientific publications.

AI-powered EHR summarization using Transformer architecture to extract key clinical information from lengthy medical records

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

This skill should be used when writing unit tests, TDD test cases, test coverage analysis, or test-driven development for NG component Pattern methods (e.g., OnModifyDone, OnDirtyLayoutWrapperSwap). Covers test principles, templates, common pitfalls, branch coverage, API verification, state reset, and mandatory self-checklist for ace_engine testing.

Initialize a new Canvas LMS plugin with GUI, API, Worker, and Course Navigation components.

Use ACE-Step API to generate music, edit songs, and remix music. Supports text-to-music, lyrics generation, audio continuation, and audio repainting. Use this skill when users mention generating music, creating songs, music production, remix, or audio continuation.

Create, harden, and troubleshoot GitHub Actions workflows that automatically deploy Node web plus API repositories to Aliyun ECS over SSH with PM2 and release symlink rollout. Use when users ask to add Aliyun auto deployment, fix failing deploy runs, validate SSH secret handling, or reuse a proven deployment pattern across projects.

Independent verification with code citations. Invoke when verifying implementation completeness.

Guide for creating PSPM skills with isolated runtime environments. Use when users want to create a new PSPM skill, scaffold a skill project, initialize a skill with uv or bun, validate a skill's SKILL.md frontmatter, or package a skill into a distributable .skill file.

iOS UI testing toolkit with screenshot validation. Use when: (1) Setting up UI test infrastructure with Page Object pattern (2) Creating accessibility identifiers with structured naming (3) Writing UI tests with step-by-step screenshots (4) Validating UI via screenshot comparison (5) Writing snapshot tests with swift-snapshot-testing (6) Comparing snapshot diffs with snapshotsdiff CLI (7) Integrating with Allure for test reporting (8) Organizing shared test identifiers between app and test targets File types: Swift UI tests, XCUITest, xcresult, Allure reports, snapshot tests

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

[ЧТО делает + КОГДА использовать + конкретные триггеры]

Add an item to the highlights page. Max 1 per day.

Fix and validate Mermaid diagrams using mermaid-cli (mmdc). Use when Claude needs to fix parsing errors in Mermaid diagrams, validate diagrams, or when encountering Mermaid syntax issues. This skill reads rules from .claude/rules/mermaid.md and updates it with newly discovered patterns.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Manage GTD projects—promote multi-step outcomes, create/update project notes, and ensure each project has current next actions and closure steps.

Gets the next ID for requirements or design documents. Use when creating new requirements (APP-/SCR-/CMP-/FNC-/BL-/NF-/DM-/EXT-/NAV-/THEME-) or design documents (DES-) and need the next sequential ID. Scans all branches to prevent ID collisions.

Reference AtomWorks documentation and source for code improvement

3-layer agent architecture (Directive → Orchestration → Execution). Self-annealing pattern for reliable AI workflows. Use when building automation pipelines or creating reusable agent tools.

プロジェクト指示の自動生成スキル。「CLAUDE.mdを作成」「プロジェクト指示を生成」「.claude/rulesを設定」「プロジェクトメモリを最適化」「Claude Code用にプロジェクトを分析」「create project instructions」「generate CLAUDE.md」「setup claude rules」「optimize project memory」などの要求時に使用。新規・既存プロジェクト両対応。サブエージェント・Skills・MCPの自動探索と推奨機能付き。

Execute read-only SQL queries against multiple PostgreSQL databases. Use when: (1) querying PostgreSQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.

Start, stop, or check Pixel Detective services on this machine. Use when the user asks to start Pixel Detective, start backend only, start full stack, restart, stop, or check Docker, Qdrant, ML, UMAP, or frontend status, or to provide a specific Pixel Detective page URL.

Create Jira tickets via REST API with AI-generated content. Use when the user wants to create a Jira issue (Story or Bug) based on conversation context. The skill prompts for project selection, generates summary/description from context, and handles project-specific payload structures.

このスキルは、ユーザーが「Word文書を作成」「DOCXを編集」「文書に変更履歴を追加」「Word文書からテキストを抽出」「DOCXを分析」「Wordテンプレートを使用」「文書を比較」などを要求した際に使用する。

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpler, faster training than DPO/PPO.

Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured reports with proper citations and actionable insights.

Upstream-aware issue implementation workflow with mandatory approval gates. Checks upstream for existing fixes. Enforces review gates before PR submission.

Use when committing changes to code already committed in the current branch, or when preparing commits for PR review. Creates clean, reviewable commits using --fixup and interactive rebase.

Design command-line interface parameters and UX: arguments, flags, subcommands, help text, output formats, error messages, exit codes, prompts, config/env precedence, and safe/dry-run behavior. Use when you're designing a CLI spec (before implementation) or refactoring an existing CLI's surface area for consistency, composability, and discoverability.

Apache Kafka event publishing with circuit breaker, failure recovery, and Smartico CRM integration. Use when: publishing domain events, consuming messages, handling event failures, or integrating with Smartico.

Zod schema validation and React Hook Form integration for TypeScript frontends. This skill should be used when creating forms, defining API schemas, validating form data, implementing type-safe validation, using ZodResolver with React Hook Form, or migrating legacy forms to the Zod + React Hook Form pattern.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Search and optimize images from Unsplash for web pages. Use this skill when you need to find images for website content, hero sections, backgrounds, or any web design elements. Automatically triggered when creating web pages without user-provided images, or when user mentions needing images, photos, Unsplash, or visual content for websites. Optimizes images with width, quality, and format parameters for web performance.

Automate JJ_Vault meeting log processing when given a human-written meeting notes markdown file and an audio recording (m4a/wav). Use for creating date-based meeting_logs/DATE folders, running Whisper to generate DATE.srt, and drafting ai_summary.md that enriches the notes with transcript context.

This skill generates architecture, data flow, and sequence diagrams as Graphviz DOT files and converts them to Lucid Chart compatible XML format. This skill should be used when the user wants to visualize system architecture, data flows, component interactions, or any technical diagram that can be imported into Lucid Chart.

This skill documents plan issue management in erk. Use when creating, updating, or working with erk-plan GitHub issues. Covers plan issue structure, the planning workflow, and when to update vs create new issues.

MANDATORY. Maintain context and project state across context window compactions. ALWAYS activate this skill when starting any task, managing project progress, or coordinating between multiple agents. Essential for long-running workflows.

Dumps and analyzes Graal IR compiler graphs showing optimization decisions. Use BGV format with bgv2json/seafoam to inspect escape analysis, boxing removal, inlining decisions, and call node types. Reveals what compiler actually optimized vs intended. Use as last resort after basic profiling when root cause remains unclear.

Implements Phylax Credible Layer assertions in Solidity using cheatcodes, triggers, and event/state inspection. Use when writing or refactoring assertion contracts.

使用阿里云百炼通义千问TTS生成男女对谈播客音频；当用户需要生成播客、音频对话、多人配音或语音内容时使用本Skill。

Use when preparing Ukrainian version for categories like antimoshka, cherniteli-shin, aktivnaya-pena, or when you see підготуй UK, створи українську версію, переклади ключі на українську. (project)

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

Repair malformed markdown code fence closings. Use when markdown files have closing fences with language identifiers (```text instead of ```) or when generating markdown with code blocks to ensure proper fence closure.

Screen dsRNA candidates for off-target matches in human and honeybee

Generate comprehensive markdown report with ranked candidates

Creates structured organizational dossiers following a 6-phase research workflow. Produces comprehensive profiles with executive summary, mission, leadership, financials, programs, partnerships, and strategic analysis sections. Use when user says create a dossier, build an org profile, generate an organization report, compile background on a company, or produce a prospect brief. Also triggers on client research, prospect research, due diligence report, partnership evaluation, or org analysis. Outputs to [org-name]-dossier.md file.

Generates structured meeting reports from transcripts. Extracts attendees, topics, decisions, action items, and resources into a standardized executive summary format. Use when user says create meeting report, generate meeting minutes, summarize this meeting, turn transcript into report, or document this meeting. Activates when transcript content is present via pasted text, inline content, attached file, or uploaded document, even when accompanied by additional context files or reference materials.

Fetch and display ClickUp tasks ready for development

YAML workflow configuration for deploying frontend to GitHub Pages and backend to Hugging Face Spaces. Generate, validate, and manage deployment configurations for multi-environment deployments. Use when tasks involve CI/CD pipeline setup, GitHub Actions workflows, or deployment automation.

Manage local development stack (database, API, frontend). Start, stop, and check status of services. Triggers on: local-dev, dev stack, start services, stop services, dev status.