Software Development AI agent skills

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

• Help

  by @indranilbanerjee

  Show help with live plugin counts: getting started, which skill fits a goal, fixes. "what can this plugin do"

• Autopilot Status

  by @indranilbanerjee

  Show autopilot status: health, auto-corrections, guardrails, escalations. "what did the autopilot change"

• Ci Fixer

  by @hex

  A CI job fails on a named revision and the fix belongs in code, config or tests, not in the CI provider.

• Entity Audit

  by @indranilbanerjee

  Audit brand entity facts AI engines trust: Wikidata, Knowledge Panel. "is our Knowledge Panel accurate"

• Bug Fixer

  by @hex

  A bug reproduces, the expected behaviour is clear, and the fix stands apart from the current work.

• Claude Code

  by @wentorai

  Reference for using Claude Code CLI to handle complex coding tasks. Use when Research-Claw needs to delegate multi-file projects, code review, refactoring, or agentic coding workflows to Anthropic's Claude Code. Trigger words:…

• Codex Cli

  by @wentorai

  Reference for using OpenAI Codex CLI to handle complex coding tasks. Use when Research-Claw needs to delegate multi-file projects, iterative debugging, or complex code generation to a specialized AI coding tool. Trigger words:…

• Opencode Cli

  by @wentorai

  Reference for using OpenCode CLI to handle complex coding tasks. Use when Research-Claw needs to delegate multi-file projects, code generation, or iterative debugging to a multi-provider AI coding tool. Trigger words: opencode,…

• Multi Search Engine

  by @wentorai

  Integration of 17 search engines for web crawling without API keys. Includes 8 domestic (Baidu, Bing CN, 360, Sogou, WeChat, Toutiao, Jisilu) and 9 international engines (Google, DuckDuckGo, Yahoo, Startpage, Brave, Ecosia,…

• Iyeque Pdf Reader

  by @wentorai

  PDF reader skill using PyMuPDF (fitz) for text extraction and metadata retrieval. Supports encrypted PDFs and handles large documents efficiently.

• File Search

  by @wentorai

  Fast file-name and content search using fd and ripgrep (rg). Provides efficient file system search capabilities with modern CLI tools.

• Workspace SOP

  by @wentorai

  Workspace file management, git versioning, directory conventions, and CLI execution safety rules for the Research-Claw workspace.

• Cleaning Up Research Sessions

  by @wentorai

  Safely remove intermediate files from completed research sessions while preserving important data

• Logicmso

  by @BrownFineSecurity

  Analyze digital and analog captures from Saleae Logic MSO devices. Decode protocols like UART, SPI, I2C from exported binary files. Use when analyzing logic analyzer captures for CTF challenges, hardware reverse engineering, or…

• Jtagprobe

  by @BrownFineSecurity

  Probe IoT/embedded targets for exposed SWD/JTAG debug interfaces using a SEGGER J-Link. Detects whether debug is OPEN, LOCKED (readout-protected), or DEAD (fused off). Use when assessing whether a target's on-chip debug port can…

• Apktool

  by @BrownFineSecurity

  Android APK unpacking and resource extraction tool for reverse engineering. Use when you need to decode APK files, extract resources, examine AndroidManifest.xml, analyze smali code, or repackage modified APKs.

• Npm Security

  by @bodadotsh

  Prevent JavaScript/TypeScript projects from supply-chain attacks across package managers like npm, pnpm, yarn, bun, and deno. Use whenever planning, installing, updating dependencies or configuring package managers

• Dependency Auditor

  by @borghei

  Scan project dependencies for vulnerabilities, license issues, and upgrade opportunities across Python, Node.js, Go, and Rust. Use when auditing dependencies, checking licenses, planning upgrades, or assessing supply chain…

• Agent Designer

  by @borghei

  Designs multi-agent system architectures with orchestration patterns, tool schemas, and performance evaluation. Use when building AI agent systems, designing agent workflows, creating tool schemas, or evaluating agent performance.

• Statistical Analyst

  by @borghei

  Applied statistics for business and product questions — test selection, assumption checks, power planning, effect sizes with intervals, multiplicity correction. Use when interpreting an experiment, sizing a study, or vetting a…

• Claude Code Mastery

  by @borghei

  Use when the user asks to "optimize CLAUDE.md", "create a new skill", "write a custom agent", "configure hooks", "manage context window", "set up MCP servers", "scaffold a skill package", "analyze token budget", "create…

• Agent Harness

  by @borghei

  Test and evaluation harness for AI agents — scenario suites, deterministic replay, regression diffing, cost and latency budgets. Use when agent quality is vibe-checked, before shipping a prompt or model change, or when evals…

• Doc Drift Detector

  by @borghei

  Detect documentation drift against code changes, score staleness, validate API docs via AST parsing, and audit link integrity. Use when docs fall out of sync with code, preparing releases, running CI doc gates, or auditing doc…

• Context Engine

  by @borghei

  Context management engine for AI coding agents. Use when building agent memory systems, optimizing context windows, allocating token budgets, designing RAG pipelines for code, or managing persistent multi-session agent state.

• Vendor Management

  by @borghei

  Vendor lifecycle — weighted selection scorecards, risk tiering, renewal and notice-deadline tracking, spend concentration, and SLA credits. Use when selecting a vendor, preparing a renewal, or reviewing a vendor portfolio.

• Internal Comms

  by @borghei

  Plan, sequence, and pressure-test internal announcements before they send. Use when announcing a reorg, policy, or product change, drafting an all-hands or exec update, or deciding who hears what and in which order.

• Capacity Planner

  by @borghei

  Headcount and delivery-capacity planning — effective capacity from raw headcount, hire/contract/defer scenarios, and capacity-vs-commitment gap reports. Use when planning a quarter, sizing a hiring ask, or testing whether a…

• Codex Cli Specialist

  by @borghei

  OpenAI Codex CLI and cross-platform skill authoring. Use when setting up Codex CLI, converting or syncing skills between Claude Code and Codex, configuring agents/openai.yaml, or validating cross-platform skill compatibility.

• Procurement Optimizer

  by @borghei

  Cut software and services spend through seat-utilisation analysis, redundant-tool detection, and renewal-timing leverage. Use when auditing SaaS spend, preparing a renewal negotiation, or hunting a budget-reduction target.

• Knowledge Ops

  by @borghei

  Audit and repair an internal knowledge base — staleness, ownership gaps, orphans, duplication, and findability. Use when the wiki is untrusted, docs are out of date, nobody owns pages, or search returns the wrong answer.

• Api Design Reviewer

  by @borghei

  Review REST API designs for quality, consistency, and breaking changes. Lints OpenAPI specs, generates scorecards, and detects breaking changes between versions. Use when designing APIs, reviewing contracts, or managing API…

• Code Reviewer

  by @borghei

  Code review automation for TypeScript, JavaScript, Python, Go, Swift, and Kotlin. Analyzes PRs for complexity, risk, SOLID violations, and code smells. Use when reviewing PRs, analyzing code quality, or generating review…

• Agent Protocol

  by @borghei

  Design AI agent communication protocols: MCP tool schemas, A2A, function calling, and inter- agent messaging. Use when building multi-agent systems, defining tool interfaces, or implementing agent-to-agent communication.

• Code Tour

  by @borghei

  Build ordered, annotated tours of an unfamiliar codebase and keep the anchors from rotting. Use when onboarding an engineer, handing off a service, or explaining a subsystem before a review.

• Tdd

  by @bastani-inc

  Test-driven development with red-green-refactor loop, plus a value gate and audit workflow for tests. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, asks for…

• Api Test Suite Builder

  by @borghei

  Generate API test suites from route definitions across frameworks: auth, input validation, contract, k6 load testing, mocking, and OpenAPI-driven generation. Use when adding new APIs, auditing test coverage, or building…

• Changelog Generator

  by @borghei

  Generate changelogs and release notes from Conventional Commits with semver bump detection, Keep a Changelog formatting, and monorepo scopes. Use when preparing releases, enforcing commit standards, or automating release notes.

• Codebase Onboarding

  by @borghei

  Analyze a codebase and generate onboarding docs: architecture overviews, file maps, setup guides, runbooks, and debugging guides. Use when onboarding new team members, open-sourcing, or documenting after a major refactor.

• Database Schema Designer

  by @borghei

  Design relational schemas from requirements with normalization, migrations, ERDs, RLS policies, and indexes for PostgreSQL, MySQL, and SQLite. Use when designing new features, reviewing schemas, or adding multi-tenancy.

• General Counsel Advisor

  by @borghei

  Legal leadership advisor on legal strategy, risk, contract governance, and regulatory tracking. Use when defining a legal strategy, scoring legal risk, auditing the contract portfolio, or building a regulatory calendar.

• Vpe Advisor

  by @borghei

  VP of Engineering advisor on org design, productivity, quality, delivery, and capacity planning. Use when scoring engineering org health, designing the eng org, planning capacity, or building the productivity dashboard.

• Chief Ai Officer Advisor

  by @borghei

  AI leadership advisor on AI strategy, governance, risk, investment, and org design. Use when defining an AI strategy, building an AI governance program, scoring AI maturity, or drafting an AI risk register.

• Qlty

  by @bastani-inc

  Code quality checks, formatting, and metrics via qlty CLI. Use when asked to verify code quality, add or run verifiers, lint or format code, measure complexity, or find code smells. Includes environment-aware setup and manual…

• Cto Advisor

  by @borghei

  Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Use when assessing technical debt, scaling engineering teams, evaluating technologies, or making architecture decisions.

• How

  by @bastani-inc

  Use for "how does X work", code walkthroughs before changing something, and placement / ownership / layering questions ("where should this live", "which package owns this", "is this the right layer"). Explains subsystem…

• Browser Automation

  by @borghei

  This skill should be used when the user asks to "build web automation scripts", "check browser automation for detection", "generate web scraping code", "create form filling automation", or "build anti-detection browser scripts".

• A11y Audit

  by @borghei

  This skill should be used when the user asks to "check accessibility", "audit WCAG compliance", "scan HTML for a11y issues", "check color contrast", or "find accessibility violations in web pages".

• Agentic Evaluation Framework

  by @borghei

  This skill should be used when the user asks to "evaluate LLM output quality", "set up LLM-as-judge", "build an eval rubric", "compare model outputs pairwise", or "measure agent quality".

• Typescript Expert

  by @bastani-inc

  TypeScript and JavaScript expert with deep knowledge of type-level programming, performance optimization, monorepo management, migration strategies, and modern tooling.

• Internal Narrative

  by @borghei

  Build and maintain one coherent company story across employees, investors, customers, candidates, and partners. Use when preparing all-hands meetings, investor updates, board presentations, recruiting narratives, or crisis…

• Computer Use Automation

  by @borghei

  This skill should be used when the user asks to "build a computer-use agent", "automate a GUI with an AI agent", "when to use computer use vs an API", "make browser automation reliable", or "design screenshot-driven agent…

• Pdf Toolkit

  by @borghei

  Audit PDF files for metadata leakage, page count, encryption, JavaScript, embedded files, and version. Use before sending a PDF externally, when redacting sensitive metadata, or running a PDF security review.

• Founder Coach

  by @borghei

  Personal leadership development for founders and first-time CEOs. Use when a founder feels like the bottleneck, struggles to delegate, is burning out, or transitioning from IC to executive.

• Ai Security

  by @borghei

  This skill should be used when the user asks to "scan AI systems for security threats", "check for prompt injection vulnerabilities", "assess model security posture", "detect data poisoning risks", or "audit AI/ML pipeline…

• Tmux

  by @bastani-inc

  Control tmux-compatible sessions/windows/panes for interactive CLIs: list, capture output, send keys, paste text, monitor prompts.

• Feedback

  by @bastani-inc

  Draft, revise and post privacy-scrubbed Atomic bug reports or enhancements through ordinary conversation.

• Jarvis Setup

  by @ethanplusai

  Use when helping someone install, configure, or debug a fresh clone of JARVIS (this repo) — especially "the mic doesn't work", "JARVIS says his language systems are down", any Firefox/browser question, login/auth failures, or…

• Prek

  by @bastani-inc

  Use when setting up or running hooks with prek in any repository. prek is a Rust drop-in alternative to pre-commit for running Git hooks that check, format, lint, and validate code and repository files. Prefer it when speed,…

• Gh Stack

  by @bastani-inc

  Manage stacked branches and pull requests with the gh-stack GitHub CLI extension. Use when the user wants to create, push, rebase, sync, navigate, or view stacks of dependent PRs. Triggers on tasks involving stacked diffs,…

• Subagent

  by @bastani-inc

  Delegate work to builtin or custom subagents with single-agent, parallel, forked-context, and intercom-coordinated runs. Use for bounded specialist delegation where a single parent agent stays in control while subagents…

• Intercom

  by @bastani-inc

  Streamline session-to-session coordination with the intercom extension. Send messages, delegate tasks, and coordinate work across multiple atomic sessions on the same machine. Use for planner-worker workflows, cross-session…

• Create Spec

  by @bastani-inc

  Create a detailed execution plan/spec/PRD for implementing features or refactors in a codebase, designed around the program's entrypoints, the doors that carry domain intent, by leveraging existing research in the codebase.

• Bun

  by @bastani-inc

  Use when building, testing, and deploying JavaScript/TypeScript applications. Reach for Bun when you need to run scripts, manage dependencies, bundle code, or test applications with a single unified tool.

• Research Codebase

  by @bastani-inc

  Document codebase as-is with research directory for historical context.

• Gh Commit

  by @bastani-inc

  Create well-formatted commits with conventional commit format.

• Gh Create Pr

  by @bastani-inc

  Commit unstaged changes, push changes, submit a pull request.

• Radar

  by @coreyhaines31

  When you want to monitor known sources on a schedule and feed the good stuff into your second brain. Configure sources once (YouTube, RSS/newsletters, subreddits, Hacker News, Bluesky, Mastodon, X, LinkedIn, keyword searches);…

• Decide

  by @coreyhaines31

  When you have a decision to make and want a structured workflow that picks the load-bearing questions, walks through them, reaches a call (or "wait"), and archives the rationale for future reference. Based on the 37signals Guide…

• Toolify

  by @coreyhaines31

  When you want to integrate an external tool, API, MCP server, or service into a project — the wizard walks you through auth, config, env vars, client wrapper code, example usage, and an optional smoke test. Scoped to Next.js and…

• Security Review Openai

  by @lawve-ai

  Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default…

• Eu Ai Act Triage Oliver Schmidt Prietz

  by @lawve-ai

  Fast 15-25 minute triage for preliminary EU AI Act classification and compliance assessment. This skill should be used when the user asks to "do a quick AI Act assessment", "check if the AI Act applies to us", "run a preliminary…

• Extradition Case Law Search Matei Clej

  by @lawve-ai

  Searches the domestic courts of 122 jurisdictions — 153 databases, 49 automated — for extradition and arrest-warrant surrender decisions, each in its own language and vocabulary. Answers the question no commercial database does:…

• Continuous Learning V2

  by @sangrokjung

  Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

• Cc Dev Agent

  by @sangrokjung

  Use when starting Claude Code projects, writing CLAUDE.md/spec.md, dispatching subagents, or requesting Agent Teams parallel development. Covers Spec-Driven Development, Context Engineering, and post-dev workflow.

• Skill Factory

  by @sangrokjung

  Analyze session work and automatically convert reusable patterns into Claude Code skills. Use when: "세션을 스킬로", "스킬 만들어", "이거 스킬로", "skill factory", "이 작업 자동화해", "스킬 추출", "make this a skill", "extract skill", "convert to skill",…

• Session Wrap

  by @sangrokjung

  Use when wrapping up a session before ending. 4 parallel subagents detect doc updates, repeated patterns, learning points, and follow-ups, then a verifier deduplicates and presents choices. Triggers on /session-wrap, session…

• Harness Diet

  by @sangrokjung

  Measure and shrink the always-loaded context of a Claude Code harness (CLAUDE.md + rules without paths frontmatter) back under budget — migrate narrative to reference files, convert rules to path-scoped or skill-triggered…

• Cache Components

  by @sangrokjung

  Expert guidance for Next.js Cache Components and Partial Prerendering (PPR). **PROACTIVE ACTIVATION**: Use this skill automatically when working in Next.js projects that have `cacheComponents: true` in their…

• Frontend Code Review

  by @sangrokjung

  Trigger when the user requests a review of frontend files (e.g., `.tsx`, `.ts`, `.js`). Support both pending-change reviews and focused file reviews while applying the checklist rules.

• Systematic Debugging

  by @sangrokjung

  Structured debugging methodology — use before proposing fixes for any error or failure. Covers: code bugs, build errors, deploy failures, config conflicts, dependency issues, infra problems. Also use when previous fix attempts…

• Review Loop

  by @sangrokjung

  Run the adversarial verification loop — implement, then hand the change to a fresh checker that did not write it, fix what it finds, and re-dispatch until APPROVE. Use before claiming any behavioural change is done, and on…

• Team Orchestrator

  by @sangrokjung

  Use when orchestrating Agent Teams for parallel development - team composition, task distribution, dependency management, and result aggregation. Triggers on /orchestrate, multi-agent coordination, parallel team work, task…

• Verification Engine

  by @sangrokjung

  Use when verifying build/test/lint before commit, PR, or completion claims. Runs verification pipeline in fresh subagent context with auto-repair. Triggers on /handoff-verify, pre-commit check, build verification, test validation.

• Build System

  by @sangrokjung

  Use when detecting and running project build systems automatically. Supports npm/yarn/pnpm/pip/poetry/gradle/maven/cargo/go/make. Triggers on build, test run, project setup, package manager detection.

• Verify Implementation

  by @sangrokjung

  프로젝트의 모든 verify 스킬을 실행하여 통합 패턴 검증 보고서를 생성합니다. 기능 구현 후, PR 전, 코드 리뷰 시 사용.

• Hol Guard Protection

  by @hashgraph-online

  Use HOL Guard to preview and protect AI-agent package installs, Cursor surfaces, CI, and automation workflows.

• Ssllabs

  by @taracodlabs

  TLS/SSL audit via Qualys SSL Labs — grade ciphers, chains, vulns

• Virustotal

  by @taracodlabs

  VirusTotal: check file/URL/domain/IP against 70+ AV engines

• Test Driven Development

  by @taracodlabs

  Write software using the RED-GREEN-REFACTOR cycle for reliable, well-tested code

• Taskscheduler

  by @taracodlabs

  Manage Windows Task Scheduler tasks: create, list, enable, disable, and delete.

• Stable Diffusion Image Generation

  by @taracodlabs

  Generate images via Stable Diffusion (HuggingFace Diffusers, local/API)

• Xitter

  by @taracodlabs

  Post, read, and search X (Twitter) content using x-cli or the X API v2

• Opencode

  by @taracodlabs

  Delegate coding to OpenCode CLI (multi-LLM open-source coding agent)

• Systematic Debugging

  by @taracodlabs

  Four-phase root cause investigation for bugs and unexpected behavior

• Excalidraw

  by @taracodlabs

  Hand-drawn diagrams in Excalidraw JSON (architecture, flowcharts)

• P5js

  by @taracodlabs

  Generative visual art and sketches in p5.js (self-contained HTML)

• Songsee

  by @taracodlabs

  Visualize audio as mel spectrograms, chromagrams, MFCC (librosa)

• Docker Management

  by @taracodlabs

  Docker containers, images, volumes, networks (CLI + Dockerode)

• Github Pr Workflow

  by @taracodlabs

  Pull request lifecycle: create, review, merge, manage (gh CLI)

• Github Issues

  by @taracodlabs

  Create, list, view, and manage GitHub issues using the gh CLI