Software Development AI agent skills

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

• Browserwing Admin

  by @MemTensor

  Manage and operate BrowserWing — an intelligent browser automation platform. Install dependencies, configure LLM, create/manage/execute automation scripts, use AI-driven exploration to generate scripts, browse the script…

• Browserwing Executor

  by @MemTensor

  Control browser automation through HTTP API. Supports page navigation, element interaction (click, type, select), data extraction, accessibility snapshot analysis, screenshot, JavaScript execution, and batch operations.

• Browser Edge Cases

  by @aden-hive

  SOP for debugging browser automation failures on complex websites. Use when browser tools fail on specific sites like LinkedIn, Twitter/X, SPAs, or sites with Shadow DOM.

• Huggingface Spaces

  by @huggingface

  Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging, buckets, inference providers, community grants. Use whenever the user…

• Hf Cloud Sagemaker Production Defaults

  by @huggingface

  Create a SageMaker endpoint (real-time, real-time scale-to-zero, or async) with autoscaling, CloudWatch alarms, and tagging enabled by default. Use this skill whenever about to create a SageMaker endpoint, write deployment code…

• Transformers Js

  by @huggingface

  Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification, translation, summarization), computer vision (image classification, object detection),…

• Huggingface Tool Builder

  by @huggingface

  Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API would help. This is especially useful when chaining or combining API calls or the task will be…

• Huggingface Zerogpu

  by @huggingface

  AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, configuring `python_version` or `requirements.txt` for a ZeroGPU Space, or handling…

• Hf Cloud Sagemaker Iam Preflight

  by @huggingface

  Ensure a usable SageMaker execution role exists before deploying or training. Use this skill whenever about to create a SageMaker endpoint, model, training job, or any resource that requires an execution role. Use it especially…

• Hf Cloud Python Env Setup

  by @huggingface

  Set up an isolated Python environment for SageMaker / AWS work, with the right Python version and current boto3. Use this skill whenever Python code will be executed for a SageMaker deployment, training job, or any AWS…

• Huggingface Trackio

  by @huggingface

  Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retrieving/analyzing logged metrics (CLI). Supports real-time dashboard…

• Huggingface Local Models

  by @huggingface

  Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact GGUF file lookup, conversion, and OpenAI-compatible local serving.

• Hf Cli

  by @huggingface

  Hugging Face Hub CLI (`hf`) for downloading, uploading, and managing models, datasets, spaces, buckets, repos, papers, jobs, and more on the Hugging Face Hub. Use when: handling authentication; managing local cache; managing…

• Hive.Terminal Tools Fs Search

  by @aden-hive

  Use terminal_rg / terminal_glob for all filesystem search — your project tree as well as system configs, /var/log, /etc, archive contents. Teaches the rg vs glob vs terminal_exec("find/ls/du/tree") split, common rg flag combos…

• Hive.Pdf

  by @aden-hive

  Read, write, merge, split, rotate, watermark, encrypt, and OCR PDF files using Python (pypdf, pdfplumber, reportlab, pypdfium2) and command-line tools (poppler-utils, qpdf). Use when the user asks to extract text/tables/images…

• Hive.Browser Automation

  by @aden-hive

  Required before any hive-browser CLI command. The browser is driven from the terminal by running `hive-browser <command> ... --json` via terminal_exec — not via MCP tools. Teaches the browser lifecycle rules (the bridge attaches…

• Hive.Terminal Tools Pty Sessions

  by @aden-hive

  Use when you need state across calls — building env vars, navigating with cd, driving REPLs (python -i, mysql, psql, node), or responding to interactive prompts (sudo password, ssh host-key confirmation, mysql connection).…

• Hive.Linkedin Automation

  by @aden-hive

  Read before automating LinkedIn with browser_* tools. LinkedIn combines shadow DOM (#interop-outlet), strict Trusted Types CSP that silently drops innerHTML, Lexical composer, native beforeunload dialogs that hang the bridge,…

• Hive.Terminal Tools Troubleshooting

  by @aden-hive

  Read when a terminal-tools call returned something surprising — empty stdout despite no error, exit_code is null, output_handle came back expired, "too many jobs" / "session busy" / "too many PTYs", warning was set unexpectedly,…

• Hive.X Automation

  by @aden-hive

  Read before automating X / Twitter with browser_* tools. Verified flows for post, reply, delete, search-and-engage, plus the Draft.js compose quirks that silently disable the send button. Includes the daily-reply and…

• Hive.Writing Hive Skills

  by @aden-hive

  Author a new Agent Skill for a Hive agent that conforms to the Agent Skills specification (SKILL.md with YAML frontmatter, optional scripts/references/assets directories). Use when the user asks to create, scaffold, add, or…

• Hive.Colony Progress Tracker

  by @aden-hive

  Claim tasks, record step progress, and verify SOP gates in the colony SQLite queue. Applies when your spawn message includes a db_path field.

• Port Github App To Origin

  by @cursor

  Plans the port of an existing GitHub App to a Cursor Origin App. Use when the task is to bring a GitHub App to Origin or compare what it uses against the Origin API. Reads the app's needs out of its code, maps them onto the live…

• Origin Api

  by @cursor

  Routes questions about the Cursor Origin API to the right section of the Origin docs and names the few rules to check first. Use when a task mentions Origin, the Origin API, Origin Apps, or Origin webhooks, including creating an…

• Correct

  by @cursor

  Find the mistakes agents keep repeating in this repo and make each one impossible. Try architecture first, then types, then a lint whose error names the fix, then a test, and write docs last. Prove each check fails on a real…

• Benchmark Checklist

  by @cursor

  Vet a perf measurement (limiter, tuning, limits, errors, repeatability, relevance, and whether the work happened) before you report or act on it. Use when you run a benchmark or report a speedup or regression you measured.

• Geo Report Pdf

  by @zubair-trabzada

  Generate a professional PDF report from a GEO audit using pandoc + Chrome headless. Converts GEO-AUDIT-REPORT.md into a styled, client-ready PDF with a cover page, color-coded score tables, severity-tagged findings, and a 90-day…

• Geo Update

  by @zubair-trabzada

  Pull the latest GEO-SEO skill updates from the upstream repository. Compares installed files against the latest release, shows what changed, and updates all skills, agents, scripts, and schema templates in place.

• Geo Schema

  by @zubair-trabzada

  Schema.org structured data audit and generation optimized for AI discoverability — detect, validate, and generate JSON-LD markup

• Geo Technical

  by @zubair-trabzada

  Technical SEO audit with GEO-specific checks — crawlability, indexability, security, performance, SSR, and AI crawler access

• Chatgpt App Builder

  by @mcp-use

  Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features.

• Mcp Apps Builder

  by @mcp-use

  Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features.

• Mcp Builder

  by @mcp-use

  Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features.

• Openapi To Mcp

  by @mcp-use

  Build and deploy an MCP server from an OpenAPI / Swagger spec using the mcp-use TypeScript SDK. Use this skill whenever the user wants to "turn this OpenAPI spec into an MCP server", "make this API usable from Claude/ChatGPT",…

• Dbs Human Dispatch

  by @dontbesilent2025

  当用户希望将任务交给员工或协作者并跟进结果时，结合本地人员资料选择负责人，写清要求、协商工期、提供帮助并验收汇报；有飞书 CLI 时派单、读取回填和回复，缺少工具或权限时交付可转发文字。支持事件队列与可配置 Agent 接入，不承担招聘、绩效排名或惩罚。

• Retail Virtual Tryon

  by @google

  Creates virtual try-on agents supporting image and video (catwalk animation) try-ons on Google Cloud (Gemini image models and Veo on Gemini Enterprise Agent Platform). Handles resource setup, user photo uploading, image/video…

• Retail Product Search

  by @google

  Creates product search agents with semantic search and RAG on Google Cloud (Vector Search on Gemini Enterprise Agent Platform, BigQuery, embeddings). Use when the user wants to "build a product search agent", "create an…

• Github Pr Review

  by @google

  Review a GitHub pull request and leave inline comments in a natural human reviewing voice, indistinguishable from comments typed by hand on the GitHub web UI. Deliberately bounded to defects a reader can settle by looking at the…

• Scaffold Python Recipe

  by @google

  This skill should be used when the user wants to "create a new Python ADK recipe", "scaffold a new Python recipe", "generate a new Python recipe in contrib", "add a new Python recipe to the adk-recipes repository", or "create a…

• Extract Python Environment Variables

  by @google

  Scans a Python recipe to find every place an environment variable is accessed — including `os.environ.setdefault("V", "d")`, whose "d" would otherwise be a hidden default a user editing .env.example has no way to discover — then…

• Repo Oracle

  by @google

  Answer questions about how the adk-recipes repo itself is governed — CI and workflow behavior, the limits and thresholds in .github/policy.yml and the reasoning behind them, CODEOWNERS routing, what the bots (stale sweep,…

• Generate Python Runnability Test

  by @google

  Generates a lightweight `tests/test_runnability.py` for a Python recipe. The test just imports the recipe's agent module and asserts that `root_agent is not None` (and `app is not None` if the module defines one). The skill…

• Align Recipe Pyproject

  by @google

  Aligns a Python recipe's pyproject.toml with the repo's standards enforced by .github/workflows/python-validate-recipe.yml, plus one critical [build-system] presence check. Scope is pyproject.toml only — standalone ruff.toml /…

• Prepare Python Recipe

  by @google

  End-to-end orchestration to prepare or update a Python recipe under core/python/, contrib/python/, or plugins/<vertical>/<solution>/ so it passes every check in .github/workflows/python-validate-recipe.yml. Runs eight phases in…

• Rca

  by @google

  Root-cause analysis of one AQuA insight against the observed agent's own source code. Use when a message names an insight and asks what the root cause is, how to fix it, why the agent behaved that way, or to diagnose a failure…

• Google Workspace

  by @google

  Read/write Google Drive, Docs, Sheets, Gmail, Calendar, Chat, Tasks, Slides via the `gws` CLI. Needs an OAuth client or service account configured first. Use for any Google Workspace task.

• Policy

  by @google

  Inspect the per-workspace tool-policy overlay (.lha/policies.jsonl) that gates destructive or sensitive tool calls, and tell the user what to change if they want a rule added or removed.

• Routines

  by @google

  Use for a recurring unattended task (cron; pull data, open a PR, post a digest), or to test/dry-run a routine first. Explains authoring and testing via the routine tool.

• Dbs Skill Maker

  by @dontbesilent2025

  通过需求分析把反复出现的问题制作成可安装、可分级验证的单个 Skill。用户要求做 Skill、把问题沉淀成 Skill、检查或测试候选 Skill 时使用；只有用户明确要求分享或发布时，才准备 GitHub 仓库并验证 `npx skills add`。

• Dbs

  by @dontbesilent2025

  dontbesilent 商业工具箱主入口，提供新手教程、单任务编排、联网编号执行与隐藏款目录查询。用户第一次使用 dbskill、不知道该用哪个正式 Skill、输入视频编号、查询所有隐藏款，或在任务完成后询问下一步时使用。

• Dbs Video Extract

  by @dontbesilent2025

  接收抖音、小红书、微信视频号等短视频链接或分享文案，查询作品／账号数据并提取语音文字稿，按作者和标题归档为 Markdown。用户希望完整解析短视频、取得数据或文字稿时使用；运行前检查 TikHub 与轻抖使用凭证，缺少时用新手能理解的方式引导购买和安全配置。

• Dbs Wechat Html

  by @dontbesilent2025

  把 Markdown 转成可粘贴到微信公众号后台的 HTML，并提供 15 种内置风格。用户要求生成公众号 HTML、制作微信版本或排版公众号文章时使用。

• Dbs Decision

  by @dontbesilent2025

  把需要长期跟踪的业务、关系、健康、职业、学习或投资问题建成本地决策知识工程。用户要求决策立案、结果回填、状态画像或长期复盘时使用。

• Dbs Save

  by @dontbesilent2025

  把当前诊断的关键状态保存到本地，并查看或设置存档位置。用户要求保存结论、跨会话续接或修改存档位置时使用。

• Long Term Compounding

  by @kangarooking

  当用户在选择合作者/生意模式/人生策略、问「要不要长期投入这段关系/这个项目」「如何积累声誉」时调用。 核心理念: 财富、知识、声誉、关系都遵循复利; 只玩长期正和游戏, 与能想象共事一辈子的人合作, 拒绝短期思维交易。 不适用于: 紧急止损、短期现金周转等必须立即决策的场景。 Triggers: 长期/复利/声誉/合作/信任/compounding/long-term/trust

• Private Github Search

  by @ykdojo

  Full-text search across all of the user's GitHub repos (including private ones) using a local mirror and ripgrep. Use for "where did I put X", "which repo has X", or any search spanning the user's repos - gh search code / the…

• Version Check

  by @ykdojo

  Recommend which Claude Code version to run, or whether to update. Use when asked which Claude Code version is best/safe, whether to update now, whether a recent release is buggy, or what changed since the installed version.

• Hn Summarize

  by @ykdojo

  Fetch and summarize Hacker News / hckrnews.com top stories, articles, and their comment threads. Use when asked to summarize HN front-page stories, a specific HN story plus its discussion, or "the top N from hckrnews".

• Gha

  by @ykdojo

  Analyze GitHub Actions failures and identify root causes

• Backend Dev Guidelines

  by @diet103

  Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or working with Express APIs, Prisma database access, Sentry error…

• Skill Developer

  by @diet103

  Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing…

• Error Tracking

  by @diet103

  Add Sentry v8 error tracking and performance monitoring to your services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking database performance. ALL ERRORS MUST BE…

• Cloudflare Browser

  by @cloudflare

  Control headless Chrome via Cloudflare Browser Rendering CDP WebSocket. Use for screenshots, page navigation, scraping, and video capture when browser automation is needed in a Cloudflare Workers environment. Requires CDP_SECRET…

• A Stock Data

  by @simonlin1212

  当任务需要写代码实际获取A股数据时使用——拉取行情/K线(mootdx+腾讯+百度)、研报(东财+同花顺+iwencai)、信号(热点/北向/龙虎榜/解禁/行业)、资金面(融资融券/大宗/股东户数/分红/资金流)、新闻、财务三表/F10、公告(巨潮)、打板(涨停池/连板/炸板率/重点监控池/日内异动)、ETF期权(T型报价/希腊字母/IV)、舆情互动(互动易/热榜/人气榜)、筹码分布(获利比例/成本区间)、复权因子、估值历史(PE/PB/PS+换手率+S…

• Graft

  by @trailhq

  This repo is indexed by graft/. For ANY task here, whether understanding how something works, finding where code lives, tracing what calls a symbol or what a change breaks, or scoping an edit, get your context from graft before…

• Skill Installer

  by @anthropics

  Install a community skill from a watched registry. Reads the allowlist first, fetches, shows the RAW SKILL.md (not just a summary), runs structural trust checks, runs skills-qa, and only writes files after explicit user…

• Auto Updater

  by @anthropics

  Check installed community skills for updates. Shows a diff and requires explicit approval before applying. Use when the user says "check for updates", "update my skills", "anything new for my installed skills", or when invoked…

• Board Minutes

  by @anthropics

  Drafts board or committee meeting minutes in your house format. Auto-detects upcoming board and committee meetings from your calendar, asks for the agenda and any slides or pre-read materials, and produces a complete draft in…

• Customize

  by @anthropics

  Guided customization of your corporate practice profile — change one thing without re-running the whole cold-start interview. Adjust risk posture, escalation contacts, active modules (M&A / Board / Public Company / Entity…

• Use Case Triage

  by @anthropics

  Classify a proposed AI use case against your registry — approved, conditional, or not approved — and produce required conditions and next steps. Flags cross-plugin handoffs to privacy or product counsel. Use when user says…

• Xberg

  by @xberg-io

  Extract text, tables, metadata, and images from 107 document formats (PDF, Office, images, HTML, email, archives, academic) using Xberg. Use when writing code that calls Xberg APIs in Python, Node.js/TypeScript, Rust, or CLI.…

• Chunking

  by @xberg-io

  Use when splitting extracted text into chunks for LLM context windows or RAG ingestion. Covers chunk size, overlap, markdown/yaml/semantic chunkers, tokenizer-based sizing, and the standalone `chunk` command.

• Ads Research

  by @AgriciDaniel

  Refresh Claude Ads platform, API, policy, regulation, benchmark, issue, pull-request, fork, and repository evidence. Use for ads research refresh, expired refresh_due dates, stale API or platform claims, reverify-or-demote…

• Ads Setup

  by @AgriciDaniel

  Set up a paid-media client, brand, account, data-source, privacy, and mutation-guardrail profile for Claude Ads. Use for onboarding, initial configuration, brand DNA, API tokens or credential profiles, environment-variable or…

• Ads Server Side Tracking

  by @AgriciDaniel

  Audit server-side paid-media measurement including server-side tag management, platform conversion APIs, event taxonomy, browser/server deduplication, consent, hashing, data quality, observability, and privacy. Use for…

• Ads Budget

  by @AgriciDaniel

  Plan and review paid-media budgets, bidding, pacing, marginal return, forecasts, CPA, ROAS, MER, LTV:CAC, constraints, and allocation across supported platforms. Use for ad budget allocation, media budget, bidding strategy,…

• Release Plannotator

  by @backnotprop

  Prepare and execute a Plannotator release — draft release notes with full contributor credit, bump versions across all package files, build in dependency order, and kick off the tag-driven release pipeline. Use this skill…

• Improve

  by @shadcn

  Survey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on source code — never implements, fixes, or refactors anything itself.…

• Why

  by @cursor

  Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form…

• Show Me Your Work

  by @cursor

  Keep a reviewable decision trail for long-running or unattended work: a TSV log with one row per decision (what, why, evidence, result). Local by default; commit it when a reviewer needs the trail to trust the result. Use for…

• Typescript Best Practices

  by @cursor

  TypeScript best practices. Use when reading or editing any .ts or .tsx file.

• Principle Type System Discipline

  by @cursor

  Apply when designing types, reviewing a function signature, or writing code in any statically-typed language. Make illegal states unrepresentable, brand semantic primitives, parse external data at boundaries, refuse to lie to…

• Setup Pstack

  by @cursor

  Configure which models pstack uses per role and at what reasoning budget. Detects your available models and writes an always-applied rule that overrides the skill defaults. Use for /setup-pstack, "configure pstack models",…

• Principle Sequence Verifiable Units

  by @cursor

  Apply to multi-step work (sweeps, migrations, runs of similar edits) and to how you stack commits and PRs. Break work into small units that each end in a verifiable state, check each before the next, and order delivery so the…

• Dyl Ready Pr

  by @cursor

  Get a PR merge-ready for Dylan: deep /dyl-review till , mark it ready, resolve conflicts, then babysit CI and comments. Use for /dyl-ready-pr, "get PR green", "make the PR mergeable", "/dyl-review till green then ready", or…

• Teach

  by @cursor

  Explain a body of work plainly so a person actually understands it. Runs the `how` and `why` skills and weaves what they find into one clear explanation. Use for 'teach me this', 'help me really understand X', 'explain this…

• Thermo Nuclear Review

  by @cursor

  Comprehensive security and correctness audit of a branch's changes. Use for thermo nuclear, thermonuclear, or deep review requests, or branch/PR diff audits focused on bugs, breaking changes, security issues, devex regressions,…

• Technical Writing

  by @cursor

  Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for /technical-writing or when writing or reviewing docs, RFCs, readmes, PR…

• Principle The Algorithm

  by @cursor

  Apply to any non-trivial change before designing it. Make the requirement less dumb, delete, optimize, accelerate, automate, in that order, then run it again on the result. The reply names the requirement you questioned and what…

• Principle Prove It Works

  by @cursor

  Apply after completing a task, before declaring done. Verify against the real artifact (run the feature, read the actual value, inspect the diff), not a proxy, self-report, or 'it compiles.'

• Principle Separate Before Serializing Shared State

  by @cursor

  Apply when concurrent actors might write to the same file, branch, key, or state object. Eliminate the sharing first; serialize structurally only when one shared writer is a real invariant.

• Ralph Loop Help

  by @cursor

  Explain the Ralph Loop plugin, how it works, and available skills. Use when the user asks for help with ralph loop, wants to understand the technique, or needs usage examples.

• Principle Model The Domain

  by @cursor

  Apply when writing stateful logic, or when code branches a lot or repeats a shape assumption across files. Encode the domain in a structure instead of scattered conditionals.

• Principle Subtract Before You Add

  by @cursor

  Apply when sequencing an addition, refactor, or rewrite. Remove dead code, redundant validators, and stub references first, then build on the simpler base.

• Swarm

  by @cursor

  Fan out N parallel workers, drain them, and return one report. Use for /swarm, 'swarm this', or parallel coverage, races, gauntlets, and exploration.

• Unslop

  by @cursor

  Cut AI tells from any writing. Must always apply.

• Evolve

  by @revfactory

  하네스 진화 스킬. 사용 중인 하네스의 실행 결과에 대한 피드백을 수집·일반화하여 에이전트/스킬/오케스트레이터에 반영하고, 초기 구성 대비 델타를 포착해 변경 이력을 갱신한다. '하네스 회고', '하네스 진화', '하네스 피드백 반영', '하네스 개선', '결과가 아쉬웠어 하네스 고쳐줘', '이 피드백 하네스에 반영해줘', '하네스 레슨 정리' 등 기존 하네스의 실행 경험을 바탕으로 한 개선 요청 시…

• Video Hyperframes

  by @nexu-io

  Hyperframes / Remotion 兼容的连续帧动画, 可自动播放

• Ppt Keynote

  by @nexu-io

  苹果 Keynote 级别幻灯片, 一屏一卡, 键盘左右切换

• Plannotator Setup Goal

  by @backnotprop

  Turn an idea or objective into a goal package for /goal. Interviews the user, builds a reviewed fact sheet via Plannotator, then explores the codebase to produce an execution plan.