Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Last30days

  by @mvanhorn

  Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web. Includes a doctor health check to diagnose broken…

• Chinese Indie Dev

  by @1c7

  处理 1c7/chinese-independent-developer 仓库的项目提交。 检查 issue #160 新评论、新开的 Issue、新开的 PR， 将有效项目添加到对应 README，关闭垃圾内容。 当用户要求“收录项目”“处理提交”“处理 issue”“跑一下列表”或运行中国独立开发者列表维护流程时使用。

• Skill Release Gate

  by @rohitg00

  Evaluate an Agent Skill bundle for structural integrity, trigger quality, artifact improvement, script correctness, safety, installed-tree integrity, and target-host portability before release.

• Skill Safety Reviewer

  by @rohitg00

  Review a skill-requested filesystem, command, network, secret, or destructive action against an explicit sandbox policy without executing it.

• Skill Contract Reviewer

  by @rohitg00

  Validate an Agent Skill package and choose the right instruction, capability, or lifecycle primitive before implementation.

• Skill Invocation Router

  by @rohitg00

  Design and test explicit human, implicit model or agent, programmatic application, bounded skill-composition, and harness activation policies for an Agent Skill catalog.

• Migration Review

  by @rohitg00

  Review database migration files when a change adds or modifies paths under migrations/. Use it before merge to collect forward, rollback, locking, and data-safety evidence.

• Claude Certification

  by @rohitg00

  AI-native tutor and onboarding workflow for the four independent Claude certification tracks in AI Engineering from Scratch. Use when a learner wants to choose a Claude certification, prepare for CCAO-F, CCDV-F, CCAR-F, or…

• Learn Mcp

  by @rohitg00

  Focused interactive tutor for the Model Context Protocol (MCP) path in AI Engineering from Scratch. Start or resume this route when a learner wants to build, secure, debug, verify, or operate MCP clients, servers, transports,…

• Learn Agent Skills

  by @rohitg00

  Focused interactive tutor for the Agent Skills Engineering path in AI Engineering from Scratch. Start or resume this route when a learner wants to create, discover, invoke, secure, evaluate, package, or port Agent Skills.…

• Pr To Video

  by @heygen-com

  Turn a GitHub pull request (a PR URL, owner/repo#N, or 'this PR' in a checked-out repo) into a code-change explainer video — changelog, feature reveal, fix, or refactor walkthrough built from the diff, commits, and files: the…

• Hyperframes Cli

  by @heygen-com

  Use the HyperFrames CLI development loop: init, add, catalog, capture, lint, check, snapshot, compare, grade-compare, preview, play, present, beats, keyframes, single or batch render, publish, cloud, cloudrun, feedback, lambda,…

• Bmad Review

  by @bmad-code-org

  Runs one or more installed review lenses — adversarial critique, edge cases, verification gaps, structure, prose — and reports triaged findings. Use when, and only when, the user asks you to review a diff, a pull request, or an…

• Bmad Code Review

  by @bmad-code-org

  Review code changes with several independent reviewers in parallel, then triage and present the findings. Use when the user says "run code review" or "review this code"

• Bmad Retrospective

  by @bmad-code-org

  Review a finished epic folder in the ticket tree against the evidence it left behind — the epic file, each ticket plan, diffs, commits — and produce a retrospective with sourced findings, action items, and an acceptance…

• Bmad Architecture

  by @bmad-code-org

  Work out and record the architecture decisions that keep separately built parts of a system consistent, in a short architecture document. Creates, updates, or validates one; works from a spec, a raw idea, or an existing…

• Bmad Walkthrough

  by @bmad-code-org

  Guide a human review of a commit, PR, file, or directory. Use when invoked by name

• Bmad Agent Dev

  by @bmad-code-org

  Senior software engineer who implements stories and code changes. Use when the user asks to talk to Amelia or requests the developer agent

• Cookbook Audit

  by @anthropics

  Audit an Anthropic Cookbook notebook based on a rubric. Use whenever a notebook review or audit is requested.

• Gh Pr Review

  by @CherryHQ

  Automated Cherry Studio review for local branches, PRs, commits, files, architecture docs, and repository skills. Use for code or documentation reviews that need project-specific naming, main/renderer/shared placement and…

• Claude Automation Recommender

  by @CherryHQ

  Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude…

• Cherry Electron Dev

  by @CherryHQ

  Develop, fix, and profile Cherry Studio in a tracked Electron instance. Use for everyday implementation, UI and interaction work, bug fixing, runtime debugging, DevTools inspection, lag or jank investigation, CPU and memory…

• Gh Create Pr

  by @CherryHQ

  Create or update GitHub pull requests using the repository-required workflow and template compliance. Use when asked to create/open/update a PR so the assistant reads `.github/pull_request_template.md`, fills every template…

• Gh Create Issue

  by @CherryHQ

  Use when user wants to create a GitHub issue for the current repository. Must read and follow the repository's issue template format.

• Cherry Pr Test

  by @CherryHQ

  Test Cherry Studio PRs by resolving and checking out a PR, statically inspecting its changes, running interactive UI tests against a safely tracked Electron instance through CDP, producing a structured report, cleaning up only…

• Prepare Release

  by @CherryHQ

  Prepare a new release by collecting commits, generating bilingual release notes, updating version files, and creating a release branch. Use when asked to prepare/create a release, bump version, or run `/prepare-release`.

• Debug Optimize Lcp

  by @ChromeDevTools

  Guides debugging and optimizing Largest Contentful Paint (LCP) using Chrome DevTools MCP tools. Use this skill whenever the user asks about LCP performance, slow page loads, Core Web Vitals optimization, or wants to understand…

• Memory Leak Debugging

  by @ChromeDevTools

  Diagnoses and resolves memory leaks in JavaScript/Node.js applications. Use when a user reports high memory usage, OOM errors, or wants to capture, compare, or inspect heap snapshots with Chrome DevTools MCP memory tools.

• A11y Debugging

  by @ChromeDevTools

  Uses Chrome DevTools MCP for accessibility (a11y) debugging and auditing based on web.dev guidelines. Use when testing semantic HTML, ARIA labels, focus states, keyboard navigation, tap targets, and color contrast.

• Cookie Debugging

  by @ChromeDevTools

  Uses Chrome DevTools MCP for inspecting, debugging, and testing cookies, session state, authentication issues, and cookie consent compliance. Use when diagnosing 401/403 errors, authentication redirects, session expiration,…

• Chrome Devtools

  by @ChromeDevTools

  Uses Chrome DevTools via MCP for efficient debugging, troubleshooting and browser automation. Use when debugging web pages, automating browser interactions, analyzing performance, or inspecting network requests. This skill does…

• Troubleshooting

  by @ChromeDevTools

  Uses Chrome DevTools MCP and documentation to troubleshoot connection and target issues. Trigger this skill when list_pages, new_page, or navigate_page fail, or when the server initialization fails.

• Cherry Tool Guide

  by @CherryHQ

  Cherry Studio first-party tool and bundled-shell routing for general agents. For straightforward local work in shell-capable sessions, run JS/TS with `bun <file>` and one-off JS tools with `bun x`; run Python with `uv run…

• Cherry Browser

  by @CherryHQ

  Interact with the user's visible Agent browser in Cherry Studio. Use for page navigation, authenticated websites, screenshots, forms, clicks, and browser debugging. Check live browser tools first; browser control requires the…

• Code Mate Codex

  by @CherryHQ

  Runs Codex CLI non-interactively for code analysis and implementation tasks. Use when the user asks to delegate repository work to Codex or obtain a second coding-agent result.

• Code Mate Qoder

  by @CherryHQ

  Runs the Code Mate Qoder CN CLI non-interactively with structured output. Use when the user asks to delegate a bounded coding task to Qoder.

• Convert Web App

  by @tldraw

  This skill should be used when the user asks to "add MCP App support to my web app", "turn my web app into a hybrid MCP App", "make my web page work as an MCP App too", "wrap my existing UI as an MCP App", "convert iframe embed…

• Add App To Server

  by @tldraw

  This skill should be used when the user asks to "add an app to my MCP server", "add UI to my MCP server", "add a view to my MCP tool", "enrich MCP tools with UI", "add interactive UI to existing server", "add MCP Apps to my…

• Migrate Oai App

  by @tldraw

  This skill should be used when the user asks to "migrate from OpenAI Apps SDK", "convert OpenAI App to MCP", "port from window.openai", "migrate from skybridge", "convert openai/outputTemplate", or needs guidance on converting…

• Create Mcp App

  by @tldraw

  This skill should be used when the user asks to "create an MCP App", "add a UI to an MCP tool", "build an interactive MCP View", "scaffold an MCP App", or needs guidance on MCP Apps SDK patterns, UI-resource registration, MCP…

• Public Relations

  by @coreyhaines31

  When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'public relations,' 'press,' 'press release,' 'press…

• Aso

  by @coreyhaines31

  When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,'…

• Analytics

  by @coreyhaines31

  When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag…

• Video

  by @coreyhaines31

  When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Also use when the user mentions 'video production,' 'AI video,' 'Remotion,' 'Hyperframes,' 'HeyGen,' 'Synthesia,'…

• Seo Audit

  by @coreyhaines31

  When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," "SEO health…

• Paywalls

  by @coreyhaines31

  When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free…

• Signup

  by @coreyhaines31

  When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimization," "free trial signup,"…

• Pr Walkthrough

  by @tldraw

  Create a narrated video walkthrough of a pull request with code slides and audio narration. Use when asked to create a PR walkthrough, PR video, or walkthrough video.

• Skill Creator

  by @tldraw

  Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends an AI agent's capabilities with specialized knowledge, workflows, or tool…

• Update Release Notes

  by @tldraw

  Update the release notes file at `apps/docs/content/releases/next.mdx` in the tldraw/tldraw repo based on PRs since the previous release, or archive `next.mdx` to a versioned file when a new version is published.

• Tldraw Migrate

  by @tldraw

  Migrate a project to a newer version of the tldraw SDK. Use when upgrading tldraw packages, fixing TypeScript errors after a tldraw upgrade, or when the user mentions tldraw migration.

• Write Pr

  by @tldraw

  Reference standards for writing pull request titles and descriptions in the tldraw repository, plus the pre-flight comment sweep over the diff. Use as supporting guidance when another skill or workflow needs PR content…

• Issue

  by @tldraw

  Create a GitHub issue in the tldraw repository from a user description, then mature it through follow-up questions. Use when the user invokes issue, asks to create an issue, report a bug, file a feature request, or answers…

• Shepherd Pr

  by @tldraw

  Keep an eye on this PR. Review and resolve pull request comments and fix build failures autonomously. Use when asked to review PR feedback, address reviewer comments, fix CI failures, resolve PR threads, or handle PR maintenance…

• Dotcom Release Marketing

  by @tldraw

  Post a plain-language summary of what's shipping in this week's tldraw.com (dotcom) release to the marketing team's Discord channel. Use when preparing the weekly dotcom release, when asked what's going out this week for a…

• Spec Driven Tests

  by @tldraw

  Rebuild a package's unit test suite around a behavior specification (SPEC.md) derived from the implementation, with every test citing a numbered rule ID. Use when asked to do a spec-driven test rebuild, write a SPEC.md for a…

• Write Release Notes

  by @tldraw

  Writing release notes articles for tldraw SDK releases. Use when creating new release documentation, drafting release notes from scratch, or reviewing release note quality. Provides guidance on structure, voice, and content for…

• Take

  by @tldraw

  Find a GitHub issue in tldraw/tldraw, assign it, implement it, verify it, and open a pull request. Use when the user invokes take, asks to take an issue, implement an issue, work on an issue number or URL, or pick up an issue…

• Write Unit Tests

  by @tldraw

  Writing unit and integration tests for the tldraw SDK. Use when creating new tests, adding test coverage, or fixing failing tests in packages/editor or packages/tldraw. Covers Vitest patterns, TestEditor usage, and test file…

• Clean Copy

  by @tldraw

  Reimplement the current branch on a new branch with a clean, narrative-quality git commit history. Use when asked to make a clean copy branch, clean up commit history by replaying work, or rebuild a branch as reviewable commits.

• Pr

  by @tldraw

  Create or update a pull request for the current branch in the tldraw repository. Use when the user invokes pr, asks to create a PR, update an existing PR, push current branch changes for review, or prepare a pull request.

• Write Issue

  by @tldraw

  Reference standards for writing and maintaining GitHub issues in the tldraw repository. Use as supporting guidance when another skill or workflow needs issue title, body, type, label, or triage standards.

• Write Docs

  by @tldraw

  Writing SDK documentation for tldraw. Use when creating new documentation articles, updating existing docs, or when documentation writing guidance is needed. Applies to docs in apps/docs/content/.

• Commit Changes

  by @tldraw

  Create a git commit for the current changes. Use when asked to commit changes, make a commit, generate a commit message, or commit the current worktree with optional user-provided context.

• Write E2e Tests

  by @tldraw

  Writing Playwright E2E tests for tldraw. Use when creating browser tests, testing UI interactions, or adding E2E coverage in apps/examples/e2e or apps/dotcom/client/e2e.

• Cli Anything

  by @HKUDS

  Use when the user wants OpenClaw to build, refine, test, or validate a CLI-Anything harness for a GUI application or source repository. Adapts the CLI-Anything methodology to OpenClaw without changing the generated Python…

• Cli Anything Iterm2

  by @HKUDS

  Provides the cli-anything-iterm2 commands — the only way to actually send text to iTerm2 sessions, read live terminal output and scrollback history, manage windows/tabs/split panes, run tmux -CC workflows, broadcast to multiple…

• Cli Anything

  by @HKUDS

  Use when the user wants Codex to build, refine, test, validate, or list CLI-Anything harnesses for GUI applications or source repositories. Adapts the full CLI-Anything methodology to Codex without changing the generated Python…

• Cli Anything Hermes

  by @HKUDS

  Use when the user wants Hermes Agent to build, refine, test, or validate a CLI-Anything harness for a GUI application or source repository. Adapts the CLI-Anything methodology to Hermes without changing the generated Python…

• Cli Anything Cloudcompare

  by @HKUDS

  Command-line interface for CloudCompare — Agent-friendly harness for CloudCompare, the open-source 3D point cloud and mesh processing software. Supports 41 commands across 9 groups: project management, session control, point…

• Cli Anything Mermaid

  by @HKUDS

  Command-line interface for Mermaid Live Editor - Create, edit, and render Mermaid diagrams via stateful project files and mermaid.ink renderer URLs. Designed for AI agents and power users who need to generate flowcharts,…

• Cli Anything Comfyui

  by @HKUDS

  Command-line interface for ComfyUI - AI image generation workflow management via ComfyUI REST API. Designed for AI agents and power users who need to queue workflows, manage models, download generated images, and monitor the…

• Cli Anything Adguardhome

  by @HKUDS

  Command-line interface for AdGuard Home - Network-wide ad blocking and DNS management via AdGuard Home REST API. Designed for AI agents and power users who need to manage filtering, DNS rewrites, clients, DHCP, and query logs…

• Cli Anything Ollama

  by @HKUDS

  Command-line interface for Ollama - Local LLM inference and model management via Ollama REST API. Designed for AI agents and power users who need to manage models, generate text, chat, and create embeddings without a GUI.

• Cli Anything Eth2 Quickstart

  by @HKUDS

  Use eth2-quickstart to autonomously deploy a hardened Ethereum node, install execution and consensus clients, configure validator metadata, expose RPC safely, and inspect node health with structured JSON output.

• Cli Hub Matrix 3d Cad

  by @HKUDS

  Capability-based multi-tool matrix for 3D modeling, CAD, point clouds, rendering, GPU debugging, and fabrication. Covers mesh/parametric/photogrammetry and the path from idea to printed part or game-ready asset.

• Cli Anything Chromadb

  by @HKUDS

  Command-line interface for ChromaDB - A stateless CLI for managing vector database collections, documents, and semantic search. Designed for AI agents and automation via the ChromaDB HTTP API v2.

• Cli Anything Eez Studio

  by @HKUDS

  Use EEZ Studio from the command line: inspect and modify native .eez-project files, edit LVGL screens/widgets, manage SCPI commands, and invoke the real EEZ Studio backend for LVGL builds.

• Cli Anything Openrefine

  by @HKUDS

  Use OpenRefine through an agent-native CLI for importing messy data, applying JSON operation histories, inspecting rows, exporting cleaned data, and managing session undo/redo.

• Cli Anything Notebooklm

  by @HKUDS

  Experimental NotebookLM harness for listing notebooks, managing sources, asking questions, generating artifacts, and downloading outputs through an installed notebooklm CLI.

• Cli Anything Obs Studio

  by @HKUDS

  Command-line interface for Obs Studio - A stateful command-line interface for OBS Studio scene collection editing, following the same patter...

• Cli Hub Meta Skill

  by @HKUDS

  Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more.

• Cli Anything Blender

  by @HKUDS

  Command-line interface for Blender - A stateful command-line interface for 3D scene editing, following the same patterns as the GIMP CLI ...

• Cli Anything Browser

  by @HKUDS

  Browser automation CLI using DOMShell MCP server. Maps Chrome's Accessibility Tree to a virtual filesystem for agent-native navigation.

• Cli Anything Live2d

  by @HKUDS

  Inspect, validate, edit, lint, diff, batch-manage, and deploy Live2D Cubism models (.model3.json) from the command line.

• Cli Anything Nslogger

  by @HKUDS

  CLI harness for NSLogger — parse, filter, export, and monitor NSLogger log files (.rawnsloggerdata / .nsloggerdata)

• Cli Anything Novita

  by @HKUDS

  Command-line interface for Novita AI - An OpenAI-compatible AI API client for DeepSeek, GLM, and other models.

• Cli Anything Nsight Graphics

  by @HKUDS

  Windows-first CLI harness for Nsight Graphics capture, GPU Trace summary, and ngfx-replay analysis

• Cli Anything Mubu

  by @HKUDS

  Command-line interface for Mubu - Canonical packaged entrypoint for the Mubu live bridge....

• Cli Anything Lldb

  by @HKUDS

  Stateful LLDB debugging via LLDB Python API

• Obsidian Cli

  by @kepano

  Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture…

• Memory Context

  by @vectorize-io

  Load relevant long-term memory from Hindsight before starting work. Use at the start of every task or request, before planning or answering, and whenever the user mentions people, projects, decisions, preferences or anything…

• Markdown Mermaid Writing

  by @K-Dense-AI

  Writes scientific Markdown documentation and Mermaid diagrams for workflows, relationships, timelines, and schemas. Provides syntax references, document templates, accessibility guidance, and version-aware rendering checks. Use…

• Neurokit2

  by @K-Dense-AI

  Builds and audits reproducible NeuroKit2 research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity. Use when code imports neurokit2 or needs its…

• Matlab

  by @K-Dense-AI

  Builds, reviews, migrates, and plans MATLAB or GNU Octave numerical workflows. Use for arrays, tabular/time data, tests, projects, graphics, MAT files, and explicit Python interoperability.

• 13c Metabolic Flux

  by @K-Dense-AI

  Estimates intracellular metabolic fluxes from steady-state carbon-13 isotope-tracing measurements using validated atom maps, mfapy isotope simulation, constrained multistart fitting, and flux-profile diagnostics. Use for…

• Opentrons Integration

  by @K-Dense-AI

  Authors, reviews, migrates, simulates, and troubleshoots official Opentrons Python Protocol API v2 protocols for Flex and OT-2 robots. Use for robot-specific liquid handling, deck and labware setup, pipettes, modules, runtime…

• Omero Integration

  by @K-Dense-AI

  Inspects and automates microscopy data workflows against OMERO.server with omero-py, BlitzGateway, OMERO CLI, tables, annotations, ROIs, rendering, and documented OMERO.web APIs. Use this skill for scoped OMERO inventory,…

• Lab Hardware Cad

  by @K-Dense-AI

  Designs custom laboratory hardware as parametric build123d models and exports fabrication artifacts as STEP, STL, and DXF files - microfluidic chips and molds, optomechanical mounts and breadboard adapters, cuvette and…

• Modal

  by @K-Dense-AI

  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…