Software Development AI agent skills

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

• Parallel Debugging

  by @wshobson

  Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or…

• Git Advanced Workflows

  by @wshobson

  Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature…

• Monorepo Management

  by @wshobson

  Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or…

• Error Handling Patterns

  by @wshobson

  Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving…

• Solidity Security

  by @wshobson

  Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementing security measures for…

• Auth Implementation Patterns

  by @wshobson

  Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security…

• Web3 Testing

  by @wshobson

  Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.

• Fastapi Templates

  by @wshobson

  Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

• Track Management

  by @wshobson

  Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.

• Spark Optimization

  by @wshobson

  Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.

• Airflow Dag Patterns

  by @wshobson

  Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.

• Mtls Configuration

  by @wshobson

  Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.

• Workflow Patterns

  by @wshobson

  Use this skill when implementing tasks according to Conductor's TDD workflow, handling phase checkpoints, managing git commits for tasks, or understanding the verification protocol.

• Bazel Build Optimization

  by @wshobson

  Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.

• Code Review Excellence

  by @wshobson

  Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring…

• Debugging Strategies

  by @wshobson

  Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior.

• Screen Reader Testing

  by @wshobson

  Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology support.

• Block No Verify Hook

  by @wshobson

  Configure a PreToolUse hook to prevent AI agents from skipping git pre-commit hooks with --no-verify and other bypass flags. Use when setting up Claude Code projects that enforce commit quality gates.

• Turborepo Caching

  by @wshobson

  Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.

• Openviking Skills

  by @volcengine

  Find, use, create, install, share, update, and migrate agent skills stored in OpenViking (viking://~/skills and viking://agent/skills). Use it when a search result, or the session's <available-skills> list where the harness…

• Copilot Pr Autopilot

  by @github

  Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Code Review via GraphQL (no…

• Codeql

  by @github

  Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when users need help with code scanning configuration, CodeQL workflow files,…

• Code Tour

  by @github

  Use this skill to create CodeTour .tour files — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: "create a tour", "make a code tour", "generate a tour", "onboarding tour", "tour…

• Bug Receipt

  by @github

  Close defects and incidents with a BUG RECEIPT and VERIFIED, PARTIAL, or BLOCKED status after diagnosis, repair, or recovery.

• Commit Message Storyteller

  by @github

  Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed — following Conventional Commits format. Use when asked to "write a commit message",…

• Content Management Systems

  by @github

  Workflow for building and modifying content management systems across WordPress, Shopify, Wix, Squarespace, Drupal, WooCommerce, Joomla, HubSpot CMS Hub, Webflow, Adobe Experience Manager, and similar platforms. Use when working…

• Api Breaking Change Detector

  by @github

  Cross-references C# Web API controllers/DTOs against their TypeScript/JavaScript consumers (React, Angular, Vue, Svelte, Node.js, or hand-written/auto-generated HTTP clients like Fetch, Axios, NSwag) to catch contract drift in…

• Code Exemplars Blueprint Generator

  by @github

  Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaScript, TypeScript, React,…

• Codebase Memory Mcp

  by @github

  Use when exploring unfamiliar code, mapping architecture, finding symbols or relationships, tracing callers, callees, data flow or dependencies, assessing impact, auditing dead or complex code, or handling explicit Codebase…

• Copilot Sdk

  by @github

  Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers…

• Copilot Instructions Blueprint Generator

  by @github

  Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and exact technology versions…

• Conventional Commit

  by @github

  Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive commit messages in line with the Conventional Commits specification, including…

• Conventional Branch

  by @github

  Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Use when creating a new branch, naming a branch, or checking whether a branch name complies with the spec.

• Chrome Devtools

  by @github

  Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling performance.

• Comment Code Generate A Tutorial

  by @github

  Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial.

• Bug Reproduction Brief

  by @github

  Turn a vague, intermittent, or environment-specific bug report into a minimal evidence-backed reproduction before proposing a fix.

• Create Architectural Decision Record

  by @github

  Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.

• Breakdown Feature Implementation

  by @github

  Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.

• Context Map

  by @github

  Generate a map of all files relevant to a task before making changes

• Create Agentsmd

  by @github

  Prompt for generating an AGENTS.md file for a repository

• Project Session Manager

  by @Yeachan-Heo

  Worktree-first dev environment manager for issues, PRs, and features with optional tmux sessions

• Self Improve

  by @Yeachan-Heo

  Autonomous evolutionary code improvement engine with tournament selection

• Harbor

  by @Yeachan-Heo

  Harbor intake for external work — the captain only handles unresolved decisions. Sweeps incoming issues and PRs, verifies every claim before disposition, reuses every decision already made, and hands the maintainer a docket…

• Minimal Code Discipline

  by @Yeachan-Heo

  YAGNI-ladder coding discipline for writing changes — existence-first, reuse before writing, dependency ladder, shortest correct diff, with non-negotiables that must never be minimized away

• Release

  by @Yeachan-Heo

  Generic release assistant — analyzes repo release rules, caches them in .omc/RELEASE_RULE.md, then guides the release

• Ai Slop Cleaner

  by @Yeachan-Heo

  Clean AI-generated code slop with a regression-safe, deletion-first workflow and optional reviewer-only mode

• Trace

  by @Yeachan-Heo

  Evidence-driven tracing lane that orchestrates competing tracer hypotheses in Claude built-in team mode

• Debug

  by @Yeachan-Heo

  Diagnose the current OMC session or repo state using logs, traces, state, and focused reproduction

• Deep Interview

  by @Yeachan-Heo

  Socratic deep interview with mathematical ambiguity gating before explicit execution approval

• Ralph

  by @Yeachan-Heo

  Self-referential loop until task completion with configurable verification reviewer

• Skillify

  by @Yeachan-Heo

  Turn a repeatable workflow from the current session into a reusable OMC skill draft

• Team

  by @Yeachan-Heo

  N coordinated agents on shared task list using Claude Code implicit agent teams

• Skill

  by @Yeachan-Heo

  Manage local skills - list, add, remove, search, edit, setup wizard

• Research

  by @Yeachan-Heo

  Investigate an open question and return grounded, sourced findings

• Verify

  by @Yeachan-Heo

  Verify that a change really works before you claim completion

• Omc Plan

  by @Yeachan-Heo

  Strategic planning with optional interview workflow

• Azure Architecture Autopilot

  by @github

  Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through conversation, and deploy with Bicep. When to use this skill: - "Create X on…

• Agent Skill Stack

  by @github

  Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a multi-step workflow, asks which Skills fit a project, needs an…

• Acquire Codebase Knowledge

  by @github

  Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this repo", or "create codebase…

• Batch Files

  by @github

  Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts. Use when asked to "create a batch file", "write a .bat script", "automate a Windows task", "CMD scripting", "batch…

• Aspire

  by @github

  Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to…

• Azure Devops Cli

  by @github

  Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops automation, CI/CD, or when…

• Audit Integrity

  by @github

  Shared audit integrity framework for all AppSec agents — enforces output quality, intellectual honesty, and continuous improvement through anti-rationalization guards, self-critique loops, retry protocols, non-negotiable…

• Appinsights Instrumentation

  by @github

  Instrument a webapp to send useful telemetry data to Azure App Insights

• Adobe Illustrator Scripting

  by @github

  Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers, paths, text frames, colors, symbols, artboards, or…

• Ai Team Orchestration

  by @github

  Bootstrap and run a lightweight multi-agent development team. Use when starting or adopting a project, planning work, coordinating implementation and optional QA, brainstorming with distinct perspectives, or preserving context…

• Arize Trace

  by @github

  Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting traces by ID, spans by ID, sessions by ID, and root-cause investigation using the…

• Arize Annotation

  by @github

  Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize. Applies human annotations to project spans via the Python SDK. Use when the user…

• Arize Experiment

  by @github

  Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the ax CLI. Use when the user mentions…

• Acreadiness Assess

  by @github

  Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc readiness` and hands off rendering to the @ai-readiness-reporter…

• Arize Instrumentation

  by @github

  Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmation. Use when the user wants to instrument their…

• Brag Sheet

  by @github

  Turn vague "what did I do?" into evidence-backed impact statements for performance reviews, self-reviews, promotion packets, and weekly updates. Uniquely mines Copilot CLI session logs to reconstruct forgotten work, plus git…

• Autoresearch

  by @github

  Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and…

• Agent Governance

  by @github

  Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Implementing policy-based access…

• Agent Supply Chain

  by @github

  Verify supply chain integrity for AI agent plugins, tools, and dependencies. Use this skill when: - Generating SHA-256 integrity manifests for agent plugins or tool packages - Verifying that installed plugins match their…

• Agent Owasp Compliance

  by @github

  Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use this skill when: - Evaluating an agent system's security posture before production deployment - Running a compliance check against…

• Agentic Eval

  by @github

  Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building evaluator-optimizer pipelines for quality-critical generation - Creating…

• Architecture Blueprint Generator

  by @github

  Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams,…

• Acreadiness Policy

  by @github

  Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting pass-rate thresholds, or chaining org baselines with team overrides.…

• Ai Ready

  by @github

  Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates files customized to your stack. USE THIS SKILL…

• Bigquery Pipeline Audit

  by @github

  Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.

• Apple Appstore Reviewer

  by @github

  Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.

• Breakdown Epic Arch

  by @github

  Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.

• Add Educational Comments

  by @github

  Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.

• Create Pr

  by @ueberdosis

  Create a pull request with a clear, concise description that follows the repository's current PR template. Use when asked to open a PR or prepare its title and description.

• Tiptap

  by @ueberdosis

  Helps coding agents integrate and work with the Tiptap rich text editor. Use when building or modifying a rich text editor with Tiptap, installing Tiptap extensions, or implementing features like collaboration, comments, AI, or…

• Comps Analysis

  by @anthropics

  Build institutional-grade comparable company analyses with operating metrics, valuation multiples, and statistical benchmarking in Excel/spreadsheet format. **Perfect for:** - Public company valuation (M&A, investment analysis)…

• Thesis Tracker

  by @anthropics

  Maintain and update investment theses for portfolio positions and watchlist names. Track key data points, catalysts, and thesis milestones over time. Use when updating a thesis with new information, reviewing position rationale,…

• Buyer List

  by @anthropics

  Build and organize a universe of potential acquirers for sell-side M&A processes. Identifies strategic and financial buyers, assesses fit, and prioritizes outreach. Use when preparing for a sell-side mandate, building a buyer…

• Process Letter

  by @anthropics

  Draft process letters and bid instructions for sell-side M&A processes. Covers initial indication of interest (IOI) instructions, final bid procedures, and management meeting logistics. Triggers on "process letter", "bid…

• Lbo Model

  by @anthropics

  This skill should be used when completing LBO (Leveraged Buyout) model templates in Excel for private equity transactions, deal materials, or investment committee presentations. The skill fills in formulas, validates…

• Kyc Rules

  by @anthropics

  Apply the firm's KYC/AML rules grid to a parsed onboarding record — assign a risk rating, list every rule outcome with the rule cited, and flag what's missing or escalation-worthy. Use after kyc-doc-parse; this skill decides…

• Gl Recon

  by @anthropics

  Reconcile general ledger to subledger for a trade date or period — match at the position or transaction level, surface breaks, and classify each break by likely cause. Use for daily or month-end recon runs across asset classes.

• Kyc Doc Parse

  by @anthropics

  Parse an investor or client onboarding packet into structured KYC fields — identity, ownership, control, source of funds, and document inventory. Use as the first step of KYC screening; output feeds the rules engine.

• Nav Tieout

  by @anthropics

  Tie an LP statement to the fund's NAV pack — recompute the LP's capital account from the NAV components and flag any line that doesn't agree. Use before LP statements are distributed.

• Verify

  by @anthropics

  Verify changes to the claude-for-msft-365-install admin scripts and commands by driving them against an isolated fake $HOME.

• Ov Dream

  by @volcengine

  Use when the user explicitly types `ov dream` or `ov recall <query>` and the request should be routed to the OpenViking sync/recall CLI instead of handled as normal chat.

• Ov Skills

  by @volcengine

  Load when an agent needs to manage, install, update, remove, or validate OpenViking skills via the `ov skills` CLI. Trigger on explicit user requests about skill management, when the user mentions `ov skills`, `install skill`,…

• Ov Add Paper

  by @volcengine

  Load when the user asks to add, import, compile, or ingest a research paper/PDF into OpenViking, especially when they mention ov-add-paper, ARA, claims, evidence, figures, tables, or paper-to-OV knowledge resources.

• Opencode

  by @volcengine

  Monitor and manage your OpenCode tasks using helper scripts.