Software Development AI agent skills

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

• Job Hunt Skill

  by @yanliudesign

  批量发现、整理和持续维护求职岗位清单。根据用户的简历、目标方向或种子 JD，搜索 LinkedIn 与公开网页，去重并建立尽量完整的候选池，用证据区分已核验事实和方向性推断，最后生成可搜索、可筛选的单文件 HTML job-hunt-skill 报告。用户说‘帮我批量找岗位’、‘整理职位清单’、‘使用 job-hunt-skill’、‘根据简历搜工作’、‘把这些 LinkedIn…

• Music Video

  by @NoizAI

  Build a music video from an existing song and lyrics, either as p5.js/p5.brush animation or by assembling local images and clips. Use when the user mentions a music video, MV, lyric video, visualizer, storyboard, 音乐视频, 歌词动画, or…

• Interceptor

  by @Hacker-Valley-Media

  Choose the right Interceptor surface. Use interceptor-browser for page DOM, network, browser tabs, rich editors, screenshots, and browser automation. Use interceptor-macos for native apps, browser chrome, URL bars, OS dialogs,…

• Occ Verify Release

  by @ruvnet

  Verify Open Claude Code package integrity, release tests, and automation evidence. Use when asked whether an OCC release is published, tested, or fully automated.

• Misakanet Failure Memory

  by @Ikalus1988

  Search and record failure-recovery lessons from real engineering sessions; submit and verify debugging lessons across the MisakaNet network.

• Autoreview

  by @vincentkoc

  Auto Review closeout. Codex review is the default when no engine is set and is the recommended reviewer.

• Operating Kubernetes

  by @ancoleman

  Operating production Kubernetes clusters effectively with resource management, advanced scheduling, networking, storage, security hardening, and autoscaling. Use when deploying workloads to Kubernetes, configuring cluster…

• Implementing Search Filter

  by @ancoleman

  Implements search and filter interfaces for both frontend (React/TypeScript) and backend (Python) with debouncing, query management, and database integration. Use when adding search functionality, building filter UIs,…

• Implementing Navigation

  by @ancoleman

  Implements navigation patterns and routing for both frontend (React/TS) and backend (Python) including menus, tabs, breadcrumbs, client-side routing, and server-side route configuration. Use when building navigation systems or…

• Building Clis

  by @ancoleman

  Build professional command-line interfaces in Python, Go, and Rust using modern frameworks like Typer, Cobra, and clap. Use when creating developer tools, automation scripts, or infrastructure management CLIs with robust…

• Implementing Api Patterns

  by @ancoleman

  API design and implementation across REST, GraphQL, gRPC, and tRPC patterns. Use when building backend services, public APIs, or service-to-service communication. Covers REST frameworks (FastAPI, Axum, Gin, Hono), GraphQL…

• Designing Layouts

  by @ancoleman

  Designs layout systems and responsive interfaces including grid systems, flexbox patterns, sidebar layouts, and responsive breakpoints. Use when structuring app layouts, building responsive designs, or creating complex page…

• Evaluating Llms

  by @ancoleman

  Evaluate LLM systems using automated metrics, LLM-as-judge, and benchmarks. Use when testing prompt quality, validating RAG pipelines, measuring safety (hallucinations, bias), or comparing models for production deployment.

• Designing Sdks

  by @ancoleman

  Design production-ready SDKs with retry logic, error handling, pagination, and multi-language support. Use when building client libraries for APIs or creating developer-facing SDK interfaces.

• Prompt Engineering

  by @ancoleman

  Engineer effective LLM prompts using zero-shot, few-shot, chain-of-thought, and structured output techniques. Use when building LLM applications requiring reliable outputs, implementing RAG systems, creating AI agents, or…

• Performance Engineering

  by @ancoleman

  When validating system performance under load, identifying bottlenecks through profiling, or optimizing application responsiveness. Covers load testing (k6, Locust), profiling (CPU, memory, I/O), and optimization strategies…

• Implementing Observability

  by @ancoleman

  Monitoring, logging, and tracing implementation using OpenTelemetry as the unified standard. Use when building production systems requiring visibility into performance, errors, and behavior. Covers OpenTelemetry (metrics, logs,…

• Implementing Tls

  by @ancoleman

  Configure TLS certificates and encryption for secure communications. Use when setting up HTTPS, securing service-to-service connections, implementing mutual TLS (mTLS), or debugging certificate issues.

• Assembling Components

  by @ancoleman

  Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token integration, proper import chains, and framework-specific scaffolding. Use as the capstone skill…

• Securing Authentication

  by @ancoleman

  Authentication, authorization, and API security implementation. Use when building user systems, protecting APIs, or implementing access control. Covers OAuth 2.1/OIDC, JWT patterns, sessions, Passkeys/WebAuthn, RBAC/ABAC/ReBAC,…

• Generating Documentation

  by @ancoleman

  Generate comprehensive technical documentation including API docs (OpenAPI/Swagger), code documentation (TypeDoc/Sphinx), documentation sites (Docusaurus/MkDocs), Architecture Decision Records (ADRs), and diagrams…

• Managing Git Workflows

  by @ancoleman

  Manage Git branching strategies, commit conventions, and collaboration workflows. Use when choosing between trunk-based development, GitHub Flow, or GitFlow, implementing conventional commits for automated versioning, setting up…

• Implementing Realtime Sync

  by @ancoleman

  Real-time communication patterns for live updates, collaboration, and presence. Use when building chat applications, collaborative tools, live dashboards, or streaming interfaces (LLM responses, metrics). Covers SSE (server-sent…

• Ingesting Data

  by @ancoleman

  Data ingestion patterns for loading data from cloud storage, APIs, files, and streaming sources into databases. Use when importing CSV/JSON/Parquet files, pulling from S3/GCS buckets, consuming API feeds, or building ETL…

• Debugging Techniques

  by @ancoleman

  Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe debugging techniques with distributed tracing and…

• Bug Hunter

  by @codexstar69

  Precision-first adversarial bug hunting for runtime, logic, data, concurrency, and security defects. Uses deterministic risk triage, evidence-bounded retrieval, Hunter/Skeptic/Referee review, optional hybrid verification, and…

• Templatical

  by @templatical

  Author Templatical email templates and integrate the Templatical email editor SDK. Use whenever the user wants to create, design, draft, mock up or edit a marketing, transactional or newsletter email — for example "make a…

• Revyl Cli Auth Bypass

  by @RevylAI

  Set up test-only auth bypass for Revyl runs across Expo, React Native, native iOS, native Android, and Flutter apps.

• Hunter

  by @codexstar69

  Deep behavioral code analysis agent for Bug Hunter. Performs multi-phase scanning to find logic errors, security vulnerabilities, race conditions, and runtime bugs. Uses doc-lookup (Context Hub + Context7) for framework…

• Revyl Proof Automation

  by @RevylAI

  Set up a Cursor Automation that proves each pull request on a Revyl cloud device using a CI-uploaded build. Use when creating Cursor proof, BYO-CI device proof, proof of changes without the Revyl GitHub App, or wiring revyl…

• Skeptic

  by @codexstar69

  Adversarial code reviewer for Bug Hunter. Rigorously challenges each reported bug to determine if it's real or a false positive. Uses doc-lookup (Context Hub + Context7) to verify framework claims before disproval. The immune…

• Revyl Mcp Dev Loop

  by @RevylAI

  Optional MCP dev-first mobile loop for screenshot-observe-action execution. Not started by the Cursor plugin.

• Revyl Cli Create

  by @RevylAI

  Create robust Revyl E2E tests using CLI commands from app source analysis or exploratory sessions.

• Commit Security Scan

  by @codexstar69

  Scan code changes for security vulnerabilities using Bug Hunter-native artifacts and STRIDE context. Use whenever the user asks for PR security review, commit-diff scanning, staged-change security checks, branch-comparison…

• Revyl Cloud App

  by @RevylAI

  Create or edit a mobile app in ChatGPT Work's cloud coding workspace, build it with revyl build --remote, run cloud tests and device verification, and map it with revyl explore. Also use for other explicitly requested Revyl CLI…

• Fixer

  by @codexstar69

  Surgical code fixer for Bug Hunter. Implements minimal, precise fixes for verified bugs. Uses doc-lookup (Context Hub + Context7) to verify correct API usage in patches. Respects fix strategy classifications (safe-autofix vs…

• Doc Lookup

  by @codexstar69

  Unified documentation lookup for Bug Hunter agents. Uses Context Hub (chub) as primary source with Context7 API fallback. Provides verified library/framework documentation to prevent false positives and ensure correct fix…

• Referee

  by @codexstar69

  Final arbiter for Bug Hunter. Receives Hunter findings and Skeptic challenges, independently re-reads code, and delivers authoritative verdicts with CVSS scoring and proof-of-concept generation for security findings.

• Recon

  by @codexstar69

  Codebase reconnaissance agent for Bug Hunter. Maps architecture, identifies trust boundaries, classifies files by risk priority, and detects service boundaries. Does NOT find bugs — finds where bugs hide.

• Revyl Proof Ci

  by @RevylAI

  Prove a pull request using a CI-uploaded Revyl build — match commit, start a device by build id, capture evidence, and comment. Guidance only; execution stays on the Revyl CLI.

• Revyl Codex Proof Ci

  by @RevylAI

  Verify a mobile pull request using an exact-SHA match among its app's recent CI-uploaded Revyl builds, collect device evidence, and prepare a proof summary without rebuilding.

• Revyl Cloud Agent

  by @RevylAI

  Revyl conventions for Cursor Cloud/background agents - CLI install, sign-in, remote builds, artifact evidence, session cleanup, and PR flow.

• Revyl Codex Dev Loop

  by @RevylAI

  Run, preview, debug, and verify mobile app changes on Revyl cloud devices from Codex, with screenshots and semantic validation.

• Revyl Ci Sync

  by @RevylAI

  Keep a repo's Revyl remote build mirrored with its CI pipeline - update both in the same PR and debug drift between them.

• Software Developer

  by @clawdotnet

  Operates as an autonomous software engineer, capable of writing code, running tests, and managing git repositories.

• Daily News Digest

  by @clawdotnet

  Produce a daily news brief (AI/security/dev) with links, key takeaways, and action items.

• Biome Anti Slop

  by @nightly-labs

  Install and configure vendored Biome anti-slop GritQL rules in a local TypeScript or JavaScript repository. Use when a user asks to add, configure, update, or migrate Biome anti-slop lint rules.

• Release Upgrade Safety

  by @nightly-labs

  Audit a pending OpenBot release for upgrade and data-loss hazards before the version is bumped or tagged. Use when asked to cut a release, create or bump a version, prepare a tag, or check whether a change is safe to ship to…

• Vet

  by @imbue-ai

  Run vet immediately after ANY logical unit of code changes. Do not batch your changes, do not wait to be asked to run vet, make sure you are proactive.

• Zaidan

  by @nightly-labs

  Install and configure the Zaidan component registry in an existing SolidJS codebase, and recommend Zaidan components for a product or interaction need. Use when setting up Zaidan, adding Zaidan components, fixing consumer-side…

• Guard Trailing Stop

  by @Nunchi-trade

  Guard — two-phase ROE-based trailing stop system for Hyperliquid perps. Phase 1 lets the trade breathe with wide retrace and patient breach counting. Phase 2 locks profit through configurable tier ratcheting with per-tier…

• Signal Deploy

  by @nightly-labs

  Check and deploy Signal (the `remote-api` service in `remote/`) to production from a release tag. Use when asked to deploy, redeploy, update or roll back Signal, to check that a Signal deployment has all its secrets and no…

• Smoke

  by @nightly-labs

  Start one or more local OpenBot dev instances and smoke test the features that the current changes or a pull request add. Use when asked to smoke test, QA, or check a change or PR in the real app, including two-client team…

• Ship

  by @nightly-labs

  Ship the current branch to main. Review the diff, fix findings, open the pull request, babysit the NorbiAI review and CI until green, then squash-merge. Use when a feature is done and the user asks to ship it, open and merge a…

• Babysit

  by @nightly-labs

  Babysit a pull request through the NorbiAI review loop until no valid issue remains. Fix valid findings, rebut false positives with checkable evidence, and re-request review. Use when asked to babysit a PR, handle NorbiAI…

• Secure Code Guidance

  by @nightly-labs

  Review or write Python, JavaScript, TypeScript, or Go code using secure defaults. Use only for explicit security guidance, security reviews, or secure implementation requests, not ordinary code review.

• Openbot Site Hosting

  by @nightly-labs

  Build, publish, replace, list, and delete small static websites hosted by OpenBot. Use when the user asks to host or manage a site on openbot.site.

• Agent Onboarding

  by @Nunchi-trade

  First-time setup — from zero to first trade on Hyperliquid

• Waterui

  by @water-rs

  Build cross-platform native apps with the WaterUI Rust framework. Use this skill whenever writing, reviewing, or debugging WaterUI code — views, reactive state (Binding/Computed/signals), layout, styling, navigation, lists,…

• Quarto Authoring

  by @posit-dev

  Use when the user is explicitly working with Quarto, .qmd files, _quarto.yml, Quarto projects, or Quarto features such as callouts, cross-references, citations, Mermaid diagrams, extensions, websites, books, presentations, and…

• Cli

  by @posit-dev

  Comprehensive R package for command-line interface styling, semantic messaging, and user communication. Use this skill when working with R code that needs to: (1) Format console output with inline markup and colors, (2) Display…

• Release Post

  by @posit-dev

  Create professional package release blog posts following Tidyverse or Shiny blog conventions. Use when the user needs to: (1) Write a release announcement blog post for an R or Python package for tidyverse.org or shiny.posit.co,…

• Implement

  by @posit-dev

  Orchestrates implementation of a plan file by delegating work to subagents in parallel. Verifies git branch state, tracks progress, and ensures high-quality implementation. Invoke with a plan file path and optional model…

• Fix My Life

  by @MagicCube

  Interactive life-fixing session. Use when user says "fix my life", "life review", "I'm stuck", "help me change", or "/fix-my-life".

• Pr Create

  by @posit-dev

  Creates a pull request from current changes, monitors GitHub CI, and debugs any failures until CI passes. Activate when the user says "create pr", "make a pr", "open pull request", "submit pr", "pr for these changes", or wants…

• Stock

  by @MagicCube

  Query stock quotes for US stocks, Hong Kong stocks, and A-shares. Use when the user asks about a stock price, market quote, or stock performance — including phrases like "查一下 BABA", "BABA 现在多少", "阿里巴巴股价", "茅台今天", "港股 9988",…

• Daily Pollen

  by @MagicCube

  花粉过敏指数权威发布与实时监控。当用户询问花粉浓度、过敏风险、花粉预警， 或设置每日定时推送花粉播报时使用。数据来源：花粉通（中国天气网 × 北京同仁医院）+ wttr.in 天气。 支持自定义城市，支持设置 cron 定时每日推送。 触发关键词：花粉、过敏、花粉指数、花粉预警、花粉浓度、今天花粉、每日花粉、 pollen、allergy、pollen alert、花粉播报、花粉监控、每天推送花粉。

• Daily Hunt

  by @MagicCube

  Daily tech product and open-source discovery digest. Fetches today's Product Hunt leaderboard and GitHub Trending top 10, then curates a personalized briefing in the user's preferred language using their memory/profile to…

• Describe Design

  by @posit-dev

  Research a codebase and create architectural documentation describing how features or systems work. Use when the user asks to: (1) Document how a feature works, (2) Create an architecture overview, (3) Explain code structure for…

• Review Testing

  by @posit-dev

  Review test code for quality, design, and completeness after implementing a feature or fixing a bug. Use when the user asks to "review my tests", "check my test quality", "are these tests good enough", "review testing", or after…

• Deploy To Connect

  by @posit-dev

  Deploy or publish Python and R content to a Posit Connect server using rsconnect-python or the R rsconnect package. Handles interactive apps and dashboards, web APIs, rendered documents, and prepared bundles/manifests. Use…

• Bootstrap

  by @MagicCube

  First-time onboarding for new Agentara users. Use when user says "bootstrap", "/bootstrap", "get started", "first time setup", or when memory/USER.md and memory/SOUL.md are empty/missing. Inspired by the movie Her — warm,…

• Scheduled Tasks

  by @MagicCube

  Manage Agentara scheduled tasks (cronjobs). Use when the user wants to create, list, update, or delete recurring scheduled tasks — triggered by phrases like "add a cronjob", "schedule a task", "remind me to do something after 10…

• Critical Code Reviewer

  by @posit-dev

  Rigorously review code or pull requests for correctness, security, accessibility, maintainability, tests, and edge cases. Use when users request a critical code review, want a guided walkthrough of findings, need…

• Working On

  by @posit-dev

  Set a tracking document as the source of truth for the current feature or task. Use when starting work on a feature, bug fix, or multi-step task that benefits from a persistent record of decisions, discoveries, and progress.…

• Pr Threads Address

  by @posit-dev

  Address PR review feedback by systematically working through every unresolved PR review thread on the current branch's PR - analyze each comment, make the requested code changes (with tests where useful), commit, and optionally…

• R Package Development

  by @posit-dev

  R package development with devtools, testthat, and roxygen2. Use when the user is working on an R package, running tests, writing documentation, or building package infrastructure.

• 00 Async Dev

  by @ai-driven-dev

  Drive the async-dev pipeline from one entry point, whether setup, run, or review. Use when the user wants to install async dev, run a ready issue, or address PR review comments, or on a webhook trigger. Not for plain status…

• 00 Onboard

  by @ai-driven-dev

  Guide a project's journey through AIDD, from first setup to shipping a feature. Use when the user says onboard me, where do I start, or what to do next. Not for listing every installed surface.

• 04 Skill Generate

  by @ai-driven-dev

  Generate a router-based skill across the host AI tools a project uses. Use when the user wants to create, scaffold, or refactor a skill, or turn a workflow into one. Not for other artifacts like rules, agents, commands, hooks.

• 09 Defect

  by @ai-driven-dev

  Produces or refines a backlog Defect from an observed product mismatch. Use when the user wants to report, assess, link, order, transition, or verify a defect. Not for incident response, debugging, or implementation.

• 03 Shadow Areas

  by @ai-driven-dev

  Scan a markdown artifact (idea, stories, PRD, spec) for blind spots into a shadow report grouped by category and severity. Use to find gaps or what is missing in a written artifact. Not for interactive Q&A or code review.

• 01 Plan

  by @ai-driven-dev

  Turn a request, ticket, or file into a phased implementation plan. Use to plan a feature before building, or to turn a ticket into phases. Do NOT use to write code or review a diff.

• 08 Hook Generate

  by @ai-driven-dev

  Generate a hook, a handler that runs at a lifecycle event, across the host AI tools. Use when the user wants to create, scaffold, or refactor a hook, or automate an action at a lifecycle point. Not for other artifacts like…

• 05 Rule Generate

  by @ai-driven-dev

  Generate a coding rule that governs editor and agent behavior across the host AI tools. Use when the user wants to write, add, or refactor a rule, convention, or coding standard. Not for other artifacts like skills, agents, or…

• 07 Command Generate

  by @ai-driven-dev

  Generate a flat slash command across the host AI tools a project uses. Use when the user wants to create, scaffold, or refactor a one-shot slash command. Not for multi-step skills or other artifacts like rules, agents, hooks.

• 06 Agent Generate

  by @ai-driven-dev

  Generate an agent across the host AI tools a project uses. Use when the user wants to create, scaffold, or refactor an agent, subagent or specialized role. Not for other artifacts like skills, rules, commands, hooks.

• 05 Review

  by @ai-driven-dev

  Review a diff read-only on three axes, code, behavior versus the plan, and relevancy, into one verdict report. Use before shipping a change. Not for fixing findings or auditing a codebase.

• 00 Init

  by @ai-driven-dev

  Turns AIDD measurement on for a project, proves it is recording, lets a person opt into (or out of) naming themselves on their own records, and removes what was measured when asked. Use when the user wants to start measuring…

• 08 Debug

  by @ai-driven-dev

  Reproduce and fix a known bug, or find an unknown root cause by hypothesis validation. Use when the user wants to fix a bug, find why something breaks, or reopen a stuck investigation. Not for building a feature or reviewing a…

• 04 Spec

  by @ai-driven-dev

  Generate or refine a spec, a feature's immutable contract, from a request, a PRD, or review findings. Use when the user wants to draft or refine a spec. Not for writing code, a full PRD, or changing a locked spec.

• 02 Pull Request

  by @ai-driven-dev

  Create a draft pull or merge request from the current branch, in whatever VCS tool the project uses. Use when the user wants to open a pull or merge request. Not for committing, pushing, or merging a branch.

• Unslop Code

  by @JCarterJohnson

  Strips the tells that make source code read as AI-generated and forces code that fits the project instead of the model's default average. It does not write the code for you and it has no preferred style. It removes the surface…

• 01 Commit

  by @ai-driven-dev

  Create atomic conventional commits; safely retry scoped hook fixes; optionally push. Use when the user wants to commit changes, optionally pushing the branch. Not for amending, rebasing, opening a pull request, or tagging a…

• 02 Implement

  by @ai-driven-dev

  Write an existing plan's code, phase by phase, until every acceptance criterion holds. Use when a plan exists and needs implementing. Do NOT use to write a plan, review a diff.

• 00 Repo Init

  by @ai-driven-dev

  Initialize a project repository with git init, a default branch, a bootstrap commit, CONTRIBUTING.md, and optionally the remote. Use when the user wants to init or set up a new repo, or publish to a remote. Not for committing,…

• 01 Sdlc

  by @ai-driven-dev

  Autonomously orchestrates a request from framing to a draft pull request, isolating implementation, independent review, and final outcome challenge. Use when the user wants to deliver a change end to end. Not for running one…

• 11 Explore

  by @ai-driven-dev

  Explore the current project across its tooling, context, and codebase. Use to survey what is installed, see what is available, or find which skill, agent, or rule fits a goal. Not for choosing the next step or running an item;…

• 04 Issue Create

  by @ai-driven-dev

  Create an issue in the configured ticketing tool. Use when the user wants to file a bug, open an issue, or report a problem. Not for committing, opening a pull request, or commenting on an existing issue.

• Understanding Stability Inference

  by @skydoves

  Use this skill to explain why the Compose compiler classified a class or composable parameter as stable, runtime, unknown, or unstable. Covers the 12-phase inference algorithm, the five compiler-level stability types (Certain /…