Software Development AI agent skills

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

• Prd Reviewer

  by @TestAny-io

  PRD review, 需求评审, 检查 PRD 质量。Use when: PRD 完成后需要评审、"审查 PRD"、"PRD 评审"、"需求评审"。

• Llm Judge

  by @existential-birds

  Use when comparing two or more code implementations against a spec or requirements doc. Triggers on "which repo is better", "compare these implementations", "evaluate both solutions", "rank these codebases", or "judge which…

• Vercel Ai Sdk

  by @existential-birds

  Vercel AI SDK for building chat interfaces with streaming. Use when implementing useChat hook, handling tool calls, streaming responses, or building chat UI. Triggers on useChat, @ai-sdk/react, UIMessage, ChatStatus, streamText,…

• Receive Feedback

  by @existential-birds

  Process external code review feedback with technical rigor. Use when receiving feedback from another LLM, human reviewer, or CI tool. Verifies claims before implementing, tracks disposition.

• Elixir Code Review

  by @existential-birds

  Reviews Elixir code for idiomatic patterns, OTP basics, and documentation. Use when reviewing .ex/.exs files, checking pattern matching, GenServer usage, or module documentation.

• Review Skill

  by @existential-birds

  Reviews PRs that add or modify Agent Skills, checking structural validity, design quality, and marketplace consistency. Use when reviewing skill file changes, auditing SKILL.md quality, or running automated skill PR reviews.

• Elixir Security Review

  by @existential-birds

  Reviews Elixir code for security vulnerabilities including code injection, atom exhaustion, and secret handling. Use when reviewing code handling user input, external data, or sensitive configuration.

• Humanize Beagle

  by @existential-birds

  Rewrite AI-generated developer text to sound human — fix inflated language, filler, tautological docs, and robotic tone. Use after review-ai-writing identifies issues.

• Testany Import Git

  by @TestAny-io

  Testany Git 导入：把 Git 仓库里的测试脚本批量注册成 Testany platform cases，并持续同步、切 commit、演化 binding、配 webhook

• Testany Execution

  by @TestAny-io

  Testany execution 观测与管理 - 查看进度、查询历史、刷新状态、取消未开始执行、将失败执行交给 debug

• Brainstorm Beagle

  by @existential-birds

  Use when the user has a fuzzy idea and wants to shape it into a concrete project spec before planning or building. Triggers on: "brainstorm this", "I have an idea for...", "help me think through this project", "what should I…

• Quick Plan

  by @existential-birds

  Use when you need a bite-sized, TDD-driven implementation plan but do NOT have a brainstorm-beagle spec to plan against. quick-plan reconstructs intent from the current conversation, fans out domain-expert exploration subagents…

• Resolve Beagle

  by @existential-birds

  Use as the follow-up to brainstorm-beagle when a spec has an Open Questions section (or quietly carries latent gaps) that need closing before planning or implementation can begin. Triggers on: "resolve the open questions",…

• Verify Llm Artifacts

  by @existential-birds

  Confirms or rejects findings from review-llm-artifacts before deletes or risky refactors. Loads review-verification-protocol-style checks per finding. Use after a review run, when the user wants to reduce false positives, before…

• Deepagents Code Review

  by @existential-birds

  Reviews Deep Agents code for bugs, anti-patterns, and improvements. Use when reviewing code that uses create_deep_agent, backends, subagents, middleware, or human-in-the-loop patterns. Catches common configuration and usage…

• Ensure Docs

  by @existential-birds

  Verify documentation coverage and generate missing docs interactively

• Write Adr

  by @existential-birds

  Use when you want to generate Architecture Decision Records from this session. Triggers on "write ADRs", "document our decisions", "create decision records", "record the choices we made". Also useful after design discussions…

• Review Llm Artifacts

  by @existential-birds

  Detects common LLM coding agent artifacts across four categories (tests, dead code, abstraction, style) over the project or changed files — using parallel subagents when the agent supports them, otherwise four sequential passes.…

• Explanation Docs

  by @existential-birds

  Explanation documentation patterns for understanding-oriented content - conceptual guides that explain why things work the way they do. Use when writing an explanation doc, conceptual guide, understanding/background doc, design…

• Langgraph Code Review

  by @existential-birds

  Reviews LangGraph code for bugs, anti-patterns, and improvements. Use when reviewing code that uses StateGraph, nodes, edges, checkpointing, or other LangGraph features. Catches common mistakes in state management, graph…

• Langgraph Architecture

  by @existential-birds

  Guides architectural decisions for LangGraph applications. Use when deciding between LangGraph vs alternatives, choosing state management strategies, designing multi-agent systems, or selecting persistence and streaming…

• Deepagents Architecture

  by @existential-birds

  Guides architectural decisions for Deep Agents applications. Use when deciding between Deep Agents vs alternatives, choosing backend strategies, designing subagent systems, or selecting middleware approaches.

• Pydantic Ai Tool System

  by @existential-birds

  Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when adding tool capabilities to agents, implementing function calling, or creating agent actions.

• Review Structure

  by @existential-birds

  Repo-wide structural-maintainability review — code-judo restructurings, 1k-line file guard, anti-spaghetti branching, canonical-layer enforcement, anti-magic abstractions, explicit type/boundary contracts.

• Pydantic Ai Agent Creation

  by @existential-birds

  Create PydanticAI agents with type-safe dependencies, structured outputs, and proper configuration. Use when building AI agents, creating chat systems, or integrating LLMs with Pydantic validation.

• Pydantic Ai Model Integration

  by @existential-birds

  Configure LLM providers, use fallback models, handle streaming, and manage model settings in PydanticAI. Use when selecting models, implementing resilience, or optimizing API calls.

• Pydantic Ai Dependency Injection

  by @existential-birds

  Implement dependency injection in PydanticAI agents using RunContext and deps_type. Use when agents need database connections, API clients, user context, or any external resources.

• Prompt Improver

  by @existential-birds

  Optimize prompts for code-related tasks following prompt-engineering best practices. Use when refining prompts for implementation, debugging, refactoring, code review, or testing.

• Review Skill Improver

  by @existential-birds

  Analyzes feedback logs to identify patterns and suggest improvements to review skills. Use when you have accumulated feedback data and want to improve review accuracy.

• Fix Llm Artifacts

  by @existential-birds

  Applies fixes from a prior review-llm-artifacts run, with safe/risky classification. Respects verify-llm-artifacts output when present to skip false positives.

• Pydantic Ai Common Pitfalls

  by @existential-birds

  Avoid common mistakes and debug issues in PydanticAI agents. Use when encountering errors, unexpected behavior, or when reviewing agent implementations.

• Review Feedback Schema

  by @existential-birds

  Schema for tracking code review outcomes to enable feedback-driven skill improvement. Use when logging review results or analyzing review quality.

• Review Verification Protocol

  by @existential-birds

  Mandatory verification steps for all code reviews to reduce false positives. Load this skill before reporting ANY code review findings.

• Review Plan

  by @existential-birds

  Review implementation plans for parallelization, TDD, types, libraries, and security before execution

• Draft Docs

  by @existential-birds

  Generate first-draft technical documentation from code analysis

• Create Pr

  by @existential-birds

  create a pull request with standardized description template

• Gen Release Notes

  by @existential-birds

  generate release notes for changes since a given tag

• Commit Push

  by @existential-birds

  commit and push all local changes to remote repo

• Working Summary

  by @Innei

  Use when the user asks for a work summary, weekly report, 工作总结，周报，working summary, or sprint/period recap. Aggregates GitHub PR/commit/issue activity from configured repos, optionally reads Linear cycle issues via MCP, honors…

• App Store Listing

  by @Innei

  Use when preparing an iOS app for a first App Store listing or a listing refresh — App Store Connect questionnaires (age rating, App Privacy, encryption, content rights, review notes), zh/ja/en store copy, or framed screenshot…

• Profiling Electron Startup

  by @Innei

  Use when an Electron app feels slow to launch — Dock icon bounces too long, blank or late window, long skeleton before the UI — or when someone hands over a generic "Electron startup optimization" checklist and asks what applies…

• Codebase Value Audit

  by @Innei

  Use when asked whether a codebase's size is justified — "is 800k lines reasonable?", "audit our LOC", "are we bloated?", "值不值" — or when a LOC number is being used in an argument and nobody agrees what it measures. Produces a…

• Chibi Sticker Sheet

  by @Innei

  Use when generating a LINE/WeChat-style chibi sticker sheet (4x8 grid, 32 expressions) from an anime character reference image via Gemini, including transparent PNG output and individual cell slicing.

• Holding Analytical Judgment

  by @Innei

  Use when delivering analysis, assessment, or diagnosis to the person whose work/behavior/decisions are being analyzed, and they push back emotionally, contradict conclusions, or express discomfort — prevents flipping the…

• React Rerender Audit

  by @Innei

  Use when a React page re-renders far more than it should — "everything re-renders on every tick", live-data dashboards, Electron/Vite apps that feel heavy under a 1s push stream. Measures render counts from outside the app over…

• Session Handoff

  by @Innei

  Produce a self-contained handoff prompt for another agent (Codex, a fresh Claude session, a teammate) when the user wants to delegate continued work. Triggers on: "写一个 prompt 给 codex"、"交接一下"、"让 xxx 跟进"、"summary 一下再写个…

• Dokploy Internal Oneshot

  by @Innei

  Use when running an ephemeral one-shot task (data migration, batch job, schema setup, ad-hoc psql script) that must reach other services in a Dokploy project's internal network without exposing those services to the public…

• Iced Rs

  by @vanillagreencom

  Load whenever building or debugging an Iced UI.

• Orch

  by @vanillagreencom

  PRIMARY AGENT ONLY. Load to orchestrate a Linear or GitHub work item from preparation through merge.

• Commit Guards

  by @vanillagreencom

  Load to add, tune, or debug a commit guard lane, its git hooks, or COMMIT_GUARDS_* settings.

• Review Gate

  by @vanillagreencom

  Load to wire, adopt, tune, or debug a repo's review gate or its REVIEW_GATE_* settings.

• Github

  by @vanillagreencom

  Load to work a GitHub pull request: threads, comments, reviews, CI logs, merges.

• Bot Instructions

  by @vanillagreencom

  Load to render, check, or adopt a repo's GitHub review-bot instruction files from the shared doctrine and its effective manifest.

• Sealos Deploy

  by @labring

  Deploy compatible server, static-web, worker, scheduled-job, or reviewed remote-desktop workloads from GitHub or local source to Sealos Cloud, then run the default Runtime Truth Pass against the returned App URL, public route,…

• Hone

  by @simota

  Auditing AI CLI configs and designing, configuring, or debugging Claude Code hooks. Use for Codex/agy/Claude Code config reviews, hook lifecycle automation, quality gates, or MCP governance.

• Magi

  by @simota

  Deliberating decisions and founder priorities through multi-perspective, named-expert, and YC-style advisory lenses. Use for verdicts, office hours, or expert critique; not implementation.

• Worktree

  by @vanillagreencom

  Load to create, list, remove, push, or repair a git worktree.

• Builder

  by @simota

  Implementing robust business logic, API integrations, data models, and reproducible AI image-generation code with type safety. Use for production implementation, Gemini image API pipelines, or interactive pair programming.

• Judge

  by @simota

  Reviewing code via multi-engine orchestration (Claude + Codex) on three axes — secure, correct, and lean — shipping only findings worth fixing. Use for PR review or pre-commit. Complements Zen.

• Project Management

  by @vanillagreencom

  Load to plan a cycle, audit issues, build a roadmap, or decompose research into issues.

• Guardian

  by @simota

  Gatekeeping Git/PR by classifying change essence and recommending granularity, naming, and strategy. Use when PR preparation or commit strategy is needed.

• Gear

  by @simota

  Managing dependencies, CI/CD, advanced GitHub Actions workflows, containers, secrets, and operational config. Use for build, workflow, or environment work.

• Canvas

  by @simota

  Visualizing code, specs, or context as Mermaid, ASCII, or draw.io diagrams: flowcharts, sequence/state/class/ER, Journey Maps, personas, coverage heatmaps. Use to reverse-document systems visually.

• Forge

  by @simota

  Building rapid prototypes for frontend (UI components/pages) and backend (API mocks, simple servers). Use to validate new features or turn ideas into working demos. Working software over perfection.

• Bolt

  by @simota

  Optimizing frontend (re-render, memoization, lazy loading) and backend (N+1, indexing, caching, async) performance, plus continuous auto-tuning loops for GC/threadpool/cache/worker settings.

• Chain

  by @simota

  Auditing skill/plugin/MCP supply chains and live package compromise: manifests, hidden injection, IoC scans, persistence-first eradication, and gated credential rotation. Not for app SAST (Sentinel).

• Lens

  by @simota

  Comprehending and investigating codebases: structure mapping, feature discovery, data flow tracing for 'does X exist?' or 'how does Y work?'. Includes a conversational ask mode. Does not write code.

• Quill

  by @simota

  Adding JSDoc/TSDoc, updating READMEs, replacing any types with proper definitions, and adding high-value comments to complex logic. Use for documentation gaps or type safety.

• Decider

  by @vanillagreencom

  Load to create, search, or supersede an architecture decision record.

• Preflight

  by @vanillagreencom

  Load to run, tune, or debug preflight.

• Artisan

  by @simota

  Implementing production frontend code for React/Vue/Svelte: hooks design, state management, Server Components, form handling, data fetching. Converts Forge prototypes to production quality.

• Harness Ci

  by @vanillagreencom

  Load to wire, tune, or debug a repo's harness-only skip.

• Sealos App Builder

  by @labring

  Build, adapt, and document apps that run inside Sealos Desktop using the Sealos app SDK. Use when creating a new Sealos app, integrating an existing web app into Sealos Desktop, wiring Sealos session data into business features,…

• Doc Limits

  by @vanillagreencom

  Load to add, tune, or debug document byte ceilings and DOC_LIMITS_* settings.

• Cloak

  by @simota

  Engineering privacy and data governance: PII detection, data flow mapping, consent patterns, GDPR/CCPA-compliant implementation, DPIA. Use when privacy-by-design is needed.

• Docs Writing

  by @vanillagreencom

  Load to write, rewrite, or review repository markdown or documentation HTML: README, DEVELOPMENT, architecture docs, reference docs, SKILL.md and AGENTS.md.

• Reviewer

  by @vanillagreencom

  Load when reviewing a diff, classifying findings, or returning a verdict.

• Data Base

  by @JinFanZheng

  Data acquisition for web scraping and data collection. Use when user needs "爬取数据/抓取网页/scrape data". Outputs structured JSON/CSV for analysis.

• Featbit

  by @JinFanZheng

  FeatBit official documentation real-time Q&A assistant. Activate when user mentions "FeatBit", "feature flag", "feature toggle", or asks about FeatBit SDK integration, deployment, or configuration. Capabilities: Real-time…

• Dev

  by @vanillagreencom

  Load when implementing an issue or applying review fixes as a dev agent.

• Antigravity Manager

  by @reason-machines

  AI coding agent skill for Antigravity Manager — a Tauri v2 + Rust desktop app and Docker service that manages multiple Google/Anthropic accounts and proxies them as standard OpenAI/Anthropic/Gemini API endpoints with intelligent…

• Alayarenderer Generative World

  by @reason-machines

  AI coding agent skill for AlayaRenderer — a generative world rendering framework with inverse rendering (RGB→G-buffers) and game editing (G-buffers+text→stylized video) using fine-tuned video diffusion models.

• Agency Agents Ai Specialists

  by @reason-machines

  A collection of specialized AI agent personalities for Claude Code, Cursor, Aider, Windsurf, and other AI coding tools — covering engineering, design, marketing, sales, and more.

• Autoteam F Chatgpt Team Rotation

  by @reason-machines

  AutoTeam-F is a ChatGPT Team account rotation and authentication sync tool with batch free account generation, OAuth management, and a Web dashboard.

• Aibijia Price Comparison

  by @reason-machines

  AI token price comparison platform that scrapes and aggregates prices across multiple platforms to help users find cheap, reliable AI account tokens

• Knowledge

  by @JinFanZheng

  External knowledge capture and retrieval. Trigger when user wants to save notes, bookmarks, code snippets, or reference material for later access.

• Aglais Xqvm Quantum Vm

  by @reason-machines

  Expertise in Aglais XQVM, a hardware-agnostic Rust quantum virtual machine for QUBO/Ising binary optimization models targeting quantum annealers.

• Code Quality

  by @vanillagreencom

  Load for any coding or development task in any repository: writing, changing, fixing, refactoring, or testing code or scripts in any language.

• Anubis Android App Manager

  by @reason-machines

  Android app manager with VPN integration that freezes/unfreezes app groups based on VPN connection state using Shizuku's pm disable-user

• Anything Analyzer Cdp

  by @reason-machines

  Electron desktop app that captures web traffic via Chrome DevTools Protocol and uses AI to generate protocol analysis reports

• Aube Package Manager

  by @reason-machines

  Expert guidance for using aube, a fast Rust-based Node.js package manager compatible with pnpm, npm, yarn, and bun lockfiles.

• Awesome Free Llm Apis

  by @reason-machines

  Reference guide for permanent free-tier LLM APIs with rate limits, model lists, and OpenAI-compatible integration patterns.

• Aster Bot Trading

  by @reason-machines

  Automated perpetual futures trading bot for AsterDEX with dual strategies, risk management, and TypeScript/Node.js stack

• 724 Office Ai Agent

  by @reason-machines

  Self-evolving AI agent system with 26 tools, three-layer memory, MCP plugins, and 24/7 self-repair in pure Python.

• App Store Screenshots Generator

  by @reason-machines

  Generate production-ready App Store screenshots for iOS apps using AI agents, Next.js, and html-to-image

• Acgti Anime Persona Quiz

  by @reason-machines

  ACG Type Indicator — MBTI-inspired anime character persona quiz built with Vue 3, TypeScript, and Vite

• Awawausb Webusb Firefox

  by @reason-machines

  WebUSB extension for Firefox using native messaging to enable USB device access from web pages

• Price Handling

  by @vanillagreencom

  Load when comparing, rounding, formatting, or parsing prices, or designing price types.

• Autoteam Chatgpt Rotation

  by @reason-machines

  AutoTeam ChatGPT Team账号自动轮转管理工具，支持Codex额度监控、自动换号、CPA认证同步

• Dep Radar

  by @vanillagreencom

  Load to run or tune a dependency sweep.