Software Development AI agent skills

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

• Rev Idapython

  by @P4nda0s

  IDAPython and IDALib script reference for reverse engineering. Activate when the user needs to write IDAPython scripts in IDA, use IDALib for headless analysis, operate on IDB databases, debug with IDA, manipulate…

• Rev Unicorn Debug

  by @P4nda0s

  Debug and emulate specific code fragments or functions using the Unicorn engine. Activate when the user wants to emulate a function with Unicorn, trace binary execution without running the full program, decrypt or decode data by…

• Rev Frida

  by @P4nda0s

  Generate Frida hook scripts using modern Frida API. Activate when the user wants to write Frida scripts, hook functions at runtime, trace calls or arguments or return values, intercept native or ObjC or Java methods, dump memory…

• Rev U3d Dump

  by @P4nda0s

  Dump Unity IL2CPP symbols from iOS/Android builds. Extract method names, addresses, and type info from IL2CPP binaries and global-metadata.dat, then generate IDA/Ghidra import scripts.

• Web To App Funnel

  by @appeeky

  When the user wants to design or optimize the funnel that takes web visitors into installing and onboarding the app — including smart app banners, web-to-app deep links, deferred deep links, web onboarding (Stripe-paid web flow…

• Attribution Setup

  by @appeeky

  When the user wants to set up, debug, or interpret app install attribution — including SKAdNetwork (SKAN), Apple's AdAttributionKit, Google Play Install Referrer, MMPs (AppsFlyer, Adjust, Singular, Branch, Kochava), deep links,…

• App Rejection Recovery

  by @appeeky

  When the user's app or update was rejected by Apple App Review or Google Play Review and they need to diagnose why, fix it, and resubmit fast. Use when the user mentions "app rejected", "App Review rejection", "guideline…

• Rating Prompt Strategy

  by @appeeky

  When the user wants to improve their app's star rating, increase ratings volume, optimize when and how they prompt users for a review, or recover from a bad rating period. Use when the user mentions "app rating", "star rating",…

• Android Aso

  by @appeeky

  When the user wants to optimize their Google Play Store listing — title, short description, full description, keywords, ratings, or Play Store-specific features. Use when the user mentions "Google Play", "Android", "Play Store",…

• Screenshot Optimization

  by @appeeky

  When the user wants to design, optimize, or evaluate App Store screenshots and preview videos. Also use when the user mentions "screenshots", "app preview", "product page design", "screenshot design", "creative assets", or "what…

• Liveagent Code Review

  by @Stack-Cairn

  Review an open GitHub pull request or the current local branch and working tree with parallel, independent reviewers and evidence-based validation. Use when the user asks for code review, invokes the Code Review action from Git…

• Godot City Game 3d

  by @Leanmcp

  Build, run, debug and ship 3D city games in Godot 4 — procedurally generated cities (block grids, districts, weighted building typologies, MultiMesh batching, facade shaders, terrain, day/night, landmarks), first-person…

• Tinker Training Inference

  by @Leanmcp

  Train and run models on Tinker (Thinking Machines) — LoRA and full fine-tuning, SFT with correct loss masking, RL/RFT with group-relative advantages and importance sampling, agentic RL over multi-turn tool-using agents,…

• Claude Code Dev

  by @Leanmcp

  How to develop, modify, and extend the Claude Code codebase following its established programming style, patterns, and conventions. Use this skill whenever working on the claude-code source — adding tools, commands, utils,…

• Fireworks Inference

  by @Leanmcp

  Run inference on Fireworks AI — direct, through the Leanmcp AI Gateway proxy (aigateway.leanmcp.com) for observability, or via LiteLLM / the OpenAI SDK / raw HTTP. Covers the endpoint-and-key matrix for each route, serverless vs…

• Vuln Repro

  by @Leanmcp

  End-to-end methodology for reproducing AND patching publicly disclosed, already-fixed vulnerabilities: sourcing the advisory and the fix commit, reading the patch diff, rebuilding a pinned offline lab, building a…

• Ios Bootstrap Testflight

  by @Leanmcp

  Scaffold a native iOS app (SwiftUI, no dependencies) from nothing, run it in the Simulator, and archive + upload it to TestFlight entirely from the command line. Bundles working scripts for icon generation, simulator run, and…

• Mcp Apps Builder

  by @Leanmcp

  Build MCP Apps with interactive React UIs using the Leanmcp UI SDK. Use this skill when users ask for "MCP with UI", "MCP App", "interactive MCP", "leanmcp UI", "MCP dashboard", or want to create rich visual interfaces for their…

• Leanmcp Builder

  by @Leanmcp

  Build MCP servers using the Leanmcp SDK with decorator-based TypeScript. Use this skill when users ask for "leanmcp", "MCP with decorators", "MCP with authentication", "MCP with elicitation", "MCP with environment injection", or…

• Security Repro

  by @Leanmcp

  Build safe, local, defensive reproductions of ALREADY-PATCHED, publicly disclosed security vulnerabilities (CVEs, vendor advisories, AI-agent incidents) for whitepapers, control testing, and education. Use this skill whenever…

• Analyze Exports

  by @Leanmcp

  Analyze tau2-bench task export files to identify exactly where and why tasks failed. Map failures to specific conversation rounds, show root causes, check whether relevant documentation was available, and cite sources. Use this…

• Mcp Builder

  by @Leanmcp

  Build MCP (Model Context Protocol) servers using the official @modelcontextprotocol/sdk. Use this skill when users ask to create an MCP server, MCP tools, MCP resources, or want to expose APIs/functionality to AI agents. This…

• Translate Explanation

  by @Leanmcp

  Translate existing code-explanation docs into another language, Chinese by default. Translates a whole `CODE_EXPLANATION/` folder into a parallel `CODE_EXPLANATION_<LANG>` copy (e.g. `CODE_EXPLANATION_ZH`), or a single file —…

• Code Explanation

  by @Leanmcp

  Generate a complete, beginner-friendly explanation of an entire code repository as a set of markdown files. Maps the repo structure with `treecap` (installing it if missing), studies the actual source, then writes a…

• Grill With Docs Codex

  by @chaseai-yt

  SUPERSEDED by /claudex-loop (formerly /crucible; its docs-aware mode covers this variant) — prefer that skill unless you explicitly want this one. Two-act plan hardening with living documentation. ACT 1 (you ↔ Claude) — Claude…

• Git Delivery

  by @ryan4yin

  Writes commit messages, pull/merge request and issue text, and review replies that follow the target repository's conventions, and cleans up after merge. Use when committing, opening or updating a PR/MR or issue, answering code…

• Find Docs

  by @ryan4yin

  Look up current documentation and code examples for a library, framework, SDK, CLI tool, or cloud service with the Context7 CLI. Use whenever a question names a specific technology — API syntax, configuration options, version…

• Nixpkgs Patched

  by @ryan4yin

  Use when temporarily carrying an unmerged nixpkgs pull request or commit in the personal ryan4yin/nixpkgs fork, updating the nixos-unstable-patched branch, or consuming that branch from this nix-config flake, including a…

• Nix Config Desktop

  by @ryan4yin

  Use when changing what the desktop shows or runs: Niri/Noctalia config, a window that is the wrong size, garbled, or missing after a reboot, autostart, fcitx5 or vinput input, theming and fonts, interface names a widget reads,…

• Nix Config Debug

  by @ryan4yin

  Use when something here is broken or stops working: an eval or build error, a failed activation, a dead or restarting unit, a mihomo or DNS outage, an unreachable host or MicroVM guest, or a failing CI action.

• Nix Config Update

  by @ryan4yin

  Use when a version changes here: upgrading or updating a package or nixpkgs, bumping or pinning a flake input (a tag or commit, not a branch), or deploying the result to hosts, VMs, and MicroVM guests.

• Nixpkgs Review

  by @ryan4yin

  Use when reviewing an upstream NixOS/nixpkgs pull request before it is merged -- a PR number or `NixOS/nixpkgs#123` link -- including its package changes, passthru tests, dependencies, or CI results.

• Upstream Audit

  by @maxritter

  Audit and update Pilot Shell upstream dependencies in installer/upstreams.yaml. Checks npm, PyPI, brew, and curl-pipe entries for newer stable versions, known security advisories, and sha256 drift. Verifies each update installs…

• Threejs Gameplay Systems

  by @majidmanzarpour

  Build and iterate playable Three.js game systems: starter scaffold, architecture, design briefs, core loops, level and encounter design, entities, input, camera, collision and physics, scoring, objectives, and game feel. Use for…

• Threejs Audio Generator

  by @majidmanzarpour

  Generate, convert, clean, and integrate audio for Three.js browser games with ElevenLabs: sound effects, looping ambience, UI sounds, impact/weapon/vehicle audio, creature and boss stingers, announcer and dialogue TTS, voice…

• Delegate Setup

  by @amElnagdy

  Configure delegation fleet lanes: which implementer CLI handles which kind of work, with optional model and effort (or variant) dials. Discovers installed CLIs, proposes a lane map for user approval, and writes global or project…

• Aider Delegate

  by @amElnagdy

  Delegate a coding task to Aider (`aider`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Aider - phrasings like "have Aider do X",…

• Codex Delegate

  by @amElnagdy

  Delegate a coding task to the OpenAI Codex CLI as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Codex — phrasings like "have Codex do X",…

• Warp Delegate

  by @amElnagdy

  Delegate a coding task to the Warp Agent CLI (`oz`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Warp - phrasings like "have Warp…

• Grok Delegate

  by @amElnagdy

  Delegate a coding task to the Grok Build CLI as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Grok — phrasings like "have Grok do X",…

• Opencode Delegate

  by @amElnagdy

  Delegate a coding task to the OpenCode CLI as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to OpenCode — phrasings like "have OpenCode do X",…

• Omp Delegate

  by @amElnagdy

  Delegate a coding task to Oh My Pi (`omp`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to delegate implementation work to Oh My Pi / omp - phrasings like "have omp…

• Copilot Delegate

  by @amElnagdy

  Delegate a coding task to the GitHub Copilot CLI (`copilot`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to delegate implementation work to Copilot - phrasings like…

• Cursor Delegate

  by @amElnagdy

  Delegate a coding task to the Cursor Agent CLI (`cursor-agent`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Cursor — phrasings like…

• Commandcode Delegate

  by @amElnagdy

  Delegate a coding task to the Command Code CLI (`cmd`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Command Code — phrasings like "have…

• Agy Delegate

  by @amElnagdy

  Delegate a coding task to the Google Antigravity CLI (`agy`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Antigravity or agy - phrasings…

• Cline Delegate

  by @amElnagdy

  Delegate a coding task to the Cline coding agent CLI (`cline`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to delegate implementation work to Cline - phrasings like…

• Vibe Delegate

  by @amElnagdy

  Delegate a coding task to the Mistral Vibe CLI (`vibe`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Vibe — phrasings like "have Vibe…

• Kimi Delegate

  by @amElnagdy

  Delegate a coding task to the Kimi Code CLI (`kimi`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to Kimi - phrasings like "have Kimi…

• Pi Delegate

  by @amElnagdy

  Delegate a coding task to the Pi coding agent CLI (`pi`) as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to delegate implementation work to Pi - phrasings like "have Pi…

• Zcode Delegate

  by @amElnagdy

  Delegate a coding task to the Z.AI ZCode CLI as a background implementer, then review its diff and land it yourself. Use this whenever the user wants to hand implementation work to ZCode — phrasings like "have ZCode do X",…

• Qoder Delegate

  by @amElnagdy

  Delegate a coding task to the Qoder CLI (`qodercli`) as a background implementer, then review its diff and land it yourself. Use this whenever the user asks to have Qoder implement, fix, refactor, or run a queue of coding tasks…

• Nemotron Customize

  by @NVIDIA-NeMo

  Plan, configure, and chain repo-native Nemotron customization steps into single-step or multi-step pipelines: curation, translation, SFT/PEFT (AutoModel or Megatron-Bridge), pretraining/CPT, RL alignment (DPO/RLVR/GRPO/RLHF),…

• Nemotron Customizer Airgap

  by @NVIDIA-NeMo

  Prepare, validate, build, and use Nemotron Customizer airgap image bundles for offline clusters. Use when planning airgapped deployments, editing deploy/nemotron-customizer/airgap/airgap.yaml, selecting workflow targets,…

• Stop That Shit

  by @lennney

  Complete requested work while preventing speculative defenses and scope creep. Use when considering extra hardening, reviewing possible overengineering, resolving repeated verification loops, following explicit task boundaries,…

• Js Early Exit

  by @TheOrcDev

  Use early returns to avoid unnecessary computation in loops and functions. Apply when processing arrays, validating input, or checking multiple conditions where the result can be determined before all iterations complete.

• Rerender Functional Setstate

  by @TheOrcDev

  Use functional setState updates to prevent stale closures and unnecessary callback recreations. Apply when updating state based on the current state value in React components.

• Fumadocs Mdx Structure

  by @TheOrcDev

  Create MDX documentation files with proper frontmatter, imports, and component integration. Apply when creating or updating Fumadocs documentation pages in content/docs/.

• Js Set Map Lookups

  by @TheOrcDev

  Use Set and Map for O(1) membership lookups instead of array.includes(). Apply when checking membership repeatedly or performing frequent lookups against a collection.

• Rerender Memo

  by @TheOrcDev

  Extract expensive work into memoized components with React.memo. Apply when components perform expensive computations that can be skipped when props haven't changed.

• Fumadocs Component Docs

  by @TheOrcDev

  Create component documentation with installation, usage examples, and preview sections. Apply when documenting 8-bit components with proper structure and examples.

• Js Tosorted Immutable

  by @TheOrcDev

  Use toSorted() instead of sort() to avoid mutating arrays. Apply when sorting arrays that are React props, state, or otherwise shared/referenced elsewhere.

• Js Hoist Regexp

  by @TheOrcDev

  Hoist RegExp creation outside render or memoize with useMemo(). Apply when using regular expressions in React components or frequently called functions.

• Rendering Hoist Jsx

  by @TheOrcDev

  Extract static JSX elements outside components to avoid re-creation on every render. Apply when rendering static elements repeatedly or in lists.

• Component Wrapper Architecture

  by @TheOrcDev

  Best practices for wrapping shadcn/ui components. Apply when creating 8-bit styled variants of existing shadcn/ui components.

• Chatgpt App Builder

  by @alpic-ai

  Guide developers through creating and updating ChatGPT apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers, deploying and…

• Skybridge

  by @alpic-ai

  Guide developers through creating and updating ChatGPT and MCP apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers,…

• Mcp App Builder

  by @alpic-ai

  Guide developers through creating and updating MCP apps. Covers the full lifecycle: brainstorming ideas against UX guidelines, bootstrapping projects, implementing tools/views, debugging, running dev servers, deploying and…

• Pp Company Goat

  by @mvanhorn

  Look up startups across SEC Form D, GitHub, Hacker News, Companies House, YC, and Wikidata in one command — including the SEC fundraising data hidden behind paid Crunchbase tiers. Trigger phrases: `look up this startup`,…

• Pp Booksy

  by @mvanhorn

  Book a haircut in Poland from the terminal — search barbers, compare prices and reviews, check open slots, and book, with a dry-run-by-default booking guard. Trigger phrases: `book a haircut`, `find a barber in Warszawa`,…

• Pp Cosmos

  by @mvanhorn

  Search, organize, export, and audit your Cosmos inspiration library from the terminal. Trigger phrases: `search Cosmos`, `find Cosmos inspiration`, `show my Cosmos collections`, `save this to Cosmos`, `export a Cosmos…

• Pp Catasto

  by @mvanhorn

  The free, single-binary Italian cadastre CLI — converts between cadastral references and GPS, online or offline,... Trigger phrases: `convert cadastral to GPS`, `Italian cadastre lookup`, `particella to coordinates`, `comune…

• Pp Claude Agent Sdk Python Docs

  by @mvanhorn

  A source-grounded CLI for exploring and verifying the Claude Agent SDK Python docs. Trigger phrases: `look up Claude Agent SDK Python`, `verify this against Claude Agent SDK docs`, `ClaudeSDKClient docs`, `ClaudeAgentOptions…

• Pp Conductor

  by @mvanhorn

  Every Conductor Cloud API primitive, plus bounded session orchestration that handles asynchronous lifecycle races. Trigger phrases: `launch this in Conductor`, `monitor this Conductor session`, `steer the Conductor agent`, `run…

• Data Client Rest

  by @reactive

  Define REST APIs with @data-client/rest - resource(), RestEndpoint, CRUD (GET/POST/PUT/PATCH/DELETE), HTTP fetch, normalize, cache, urlPrefix, path-to-regexp parameters, searchParams, pagination, extend(), auth/headers,…

• Data Client Schema

  by @reactive

  Model data with @data-client schemas (Entity, EntityMixin, Collection, Union, Query, Values, All, Invalidate, Lazy, Scalar) for atomic, consistent, referentially-equal async data via normalization, identity-based caching, and a…

• Data Client Setup

  by @reactive

  Install and set up @data-client/react or @data-client/vue in a project. Detects project type (NextJS, Expo, React Native, Vue, plain React) and protocol (REST, GraphQL, custom), then follows the bundled protocol-specific setup…

• Data Client React

  by @reactive

  Use @data-client/react hooks for data fetching, mutations, and rendering - useSuspense, useFetch, useQuery, useCache, useLive, useDLE, useSubscription, useController, DataProvider, AsyncBoundary, useLoading, useDebounce. Use…

• Data Client Rest Setup

  by @reactive

  Set up and migrate to @data-client/rest for REST APIs. Detects existing HTTP patterns (axios, fetch, ky, superagent, got) and migrates them. Creates custom RestEndpoint base class with common behaviors. Use when adopting…

• Data Client React Testing

  by @reactive

  Test @data-client/react with renderDataHook and mountDataClient - jest unit tests, fixtures, interceptors, MockResolver, mock responses, nock HTTP mocking, fake timers for polling/subscription tests, DataProvider test setup,…

• Data Client Vue Testing

  by @reactive

  Test @data-client/vue composables and components - renderDataCompose, mountDataClient, fixtures, jest, nock HTTP mocking, polling/subscription tests with fake timers, useSuspense, useLive, useSubscription, Vue 3 reactive props.…

• Data Client Graphql Setup

  by @reactive

  Set up @data-client/graphql for GraphQL APIs. Configures GQLEndpoint with auth and custom options. Use after data-client-setup detects GraphQL patterns.

• Data Client V0.18 Migration

  by @reactive

  Migrate @data-client codebases to v0.18 delegate signatures. Drives the v0.18 codemod and then handles the cases it cannot — especially registering argsKey for schemas whose output depends on endpoint args. Use when upgrading to…

• Pr

  by @reactive

  Create a GitHub pull request from current working changes. Handles all git states - uncommitted changes, no branch, unpushed commits, etc. Analyzes diffs and changesets to generate a PR with filled-in template. Opens the PR in…

• Path To Regexp V8 Migration

  by @reactive

  Migrate @data-client/rest path strings from path-to-regexp v6 to v8 syntax. Use when upgrading path-to-regexp, updating RestEndpoint.path or resource path strings, or when seeing errors about unexpected ?, +, (, or ) in paths.

• Translate Docs

  by @reactive

  Translate the docs site into another language (website/i18n), or update translations after the English docs changed; the repo lists the work and validates it, any model can translate

• Changeset

  by @reactive

  Create user-focused changesets (changelog entries) for semver bumps, release notes, breaking changes, and docs; prefer impact and code examples over implementation detail

• Figma Generate Diagram

  by @figma

  MANDATORY prerequisite — load this skill BEFORE every `generate_diagram` tool call. NEVER call `generate_diagram` directly without loading this skill first. Trigger whenever the user asks to create, generate, draw, render,…

• Video Interaction Mapper

  by @figma

  This skill should be used when the user asks to analyze a UI screen recording and map interaction states into Figma. Trigger for requests such as "put video frames in Figma", "extract states from my recording", "map interactions…

• Figma Code Connect

  by @figma

  Creates and maintains Figma Code Connect template files that map Figma components to code snippets. Use when the user mentions Code Connect, Figma component mapping, design-to-code translation, or asks to create/update .figma.ts…

• Figma Shaders

  by @figma

  **MANDATORY prerequisite** — load this skill before calling `create_shader` or `update_shader`. Use when the user asks to create, author, change, fix, or iterate on a shader effect, shader fill, custom effect, custom fill, or…

• Figma Generative Plugins

  by @figma

  **MANDATORY prerequisite** — load this skill before calling `create_generative_plugin` or `update_generative_plugin`. Use when the user asks to create, author, change, fix, or extend a reusable generative Figma plugin.

• Gl Cli

  by @zereight

  Use GitLab from the terminal without registering an MCP server. Covers authenticating the zereight-mcp-gitlab CLI (PAT or OAuth device flow) and reading merge requests, diffs, discussions, issues, and pipelines. Use when the…

• Incident Management

  by @cbrock84

  Runs an operational incident from detection to closed action — declaring it and naming a commander, separating the people restoring service from the people communicating, keeping a timeline as it happens, deciding when it is…

• Behavioral Marketing

  by @cbrock84

  Applies decision science and cognitive bias research to marketing and product decisions — how people actually choose under uncertainty, and how framing, defaults, sequencing, and social context change behavior. Use this to…

• Content Strategy

  by @cbrock84

  Decides what content to make and why — topic territory, format mix, cadence, and how content connects to a business outcome rather than to traffic. Use this to plan a content program, choose topics, build an editorial calendar,…

• Quality Management

  by @cbrock84

  Builds quality into operations — defining standards, catching defects at the right point, root cause analysis, and continuous improvement. Use this to reduce a defect or error rate, design quality controls into a process, run a…

• Social Post Craft

  by @cbrock84

  Writes, structures, and evaluates social posts end to end — hooks, body, formatting for how each platform renders, and a quality check before publishing. Use this to draft a post, rewrite one that underperformed, turn a longer…

• Partnership Marketing

  by @cbrock84

  Builds reach through other people's audiences — co-marketing partnerships, creator and influencer programs, and community building. Use this to find and evaluate partners, structure a joint campaign or creator deal, plan a…

• Chief Content Officer

  by @cbrock84

  Runs content as an operation — the production pipeline, editorial calendar, repurposing engine, competitive content intelligence, and audits of what already exists. Use this to build or fix a content production system, plan a…