Software Development AI agent skills

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

• Docs Frontmatter Audit

  by @elastic

  Audit Elastic documentation files for frontmatter completeness and correctness. Checks products, description, and navigation_title fields across a directory. Use when auditing docs metadata, checking frontmatter quality before…

• Capacitor Mcp

  by @Cap-go

  Model Context Protocol (MCP) tools for Capacitor mobile development. Covers Ionic/Capacitor component APIs, plugin documentation, CLI commands, and AI-assisted development via MCP. Use this skill when users want to integrate AI…

• Capacitor Plugin Upgrades

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin to a newer major version. Covers dependency alignment, native platform changes, example app verification, and multi-version jumps. Do not use for app project upgrades or…

• Capacitor Plugin Spm Support

  by @Cap-go

  Guides the agent through adding Swift Package Manager support to an existing Capacitor plugin. Covers Package.swift, CAPBridgedPlugin conversion, bridge cleanup, and package manifest updates. Do not use for app projects or…

• Docs Validate Code Samples

  by @elastic

  Validate code samples in Elastic documentation markdown files. Checks language identifiers, substitution attributes, callout usage, JSON validity, ES|QL syntax, and Painless scripts. Use when reviewing docs PRs, auditing…

• Capgo Live Updates

  by @Cap-go

  Complete guide to implementing live updates in Capacitor apps using Capgo. Covers account creation, plugin installation, configuration, update strategies, and CI/CD integration. Use this skill when users want to deploy updates…

• Capacitor App Upgrades

  by @Cap-go

  Guides the agent through upgrading a Capacitor app project to a newer major version. Covers multi-version jumps, dependency alignment, native platform checks, and verification. Do not use for plugin library upgrades or…

• Capacitor Push Notifications

  by @Cap-go

  Complete guide to implementing push notifications in Capacitor apps using Firebase Cloud Messaging (FCM) and Apple Push Notification Service (APNs). Covers setup, handling, and best practices. Use this skill when users need to…

• Capacitor Offline First

  by @Cap-go

  Guide to building offline-first Capacitor apps with data synchronization, caching strategies, and conflict resolution. Covers Fast SQL, service workers, and network detection. Use this skill when users need their app to work…

• Capacitor Best Practices

  by @Cap-go

  Best practices for Capacitor app development including project structure, plugin usage, performance optimization, security, and deployment. Use this skill when reviewing Capacitor code, setting up new projects, or optimizing…

• Debugging Capacitor

  by @Cap-go

  Comprehensive debugging guide for Capacitor applications. Covers WebView debugging, native debugging, crash analysis, network inspection, and common issues. Use this skill when users report bugs, crashes, or need help diagnosing…

• Safe Area Handling

  by @Cap-go

  Complete guide to handling safe areas in Capacitor apps for iPhone notch, Dynamic Island, home indicator, and Android cutouts. Covers CSS, JavaScript, and native solutions. Use this skill when users have layout issues on modern…

• Capacitor App Store

  by @Cap-go

  Complete guide to publishing Capacitor apps to Apple App Store and Google Play Store. Covers app preparation, screenshots, metadata, review guidelines, and submission process. Use this skill when users are ready to publish their…

• Capacitor Deep Linking

  by @Cap-go

  Complete guide to implementing deep links and universal links in Capacitor apps. Covers iOS Universal Links, Android App Links, custom URL schemes, and navigation handling. Use this skill when users need to open their app from…

• Konsta Ui

  by @Cap-go

  Guide to using Konsta UI for pixel-perfect iOS and Material Design components in Capacitor apps. Works with React, Vue, and Svelte. Use this skill when users want native-looking UI without Ionic, or prefer a lighter framework.

• Docs Check Style

  by @elastic

  Check documentation for Elastic style guide compliance using Vale linter output and style rules. Use when writing, editing, or reviewing docs to catch voice, tone, grammar, formatting, accessibility, and word choice issues.

• Capacitor App Upgrade V4 To V5

  by @Cap-go

  Guides the agent through upgrading a Capacitor app from v4 to v5. Use when the project is on Capacitor 4 and needs the v5 migration path. Do not use for other major versions, plugin-only upgrades, or non-Capacitor apps.

• Capacitor App Upgrade V5 To V6

  by @Cap-go

  Guides the agent through upgrading a Capacitor app from v5 to v6. Use when the project is on Capacitor 5 and needs the v6 migration path. Do not use for other major versions, plugin-only upgrades, or non-Capacitor apps.

• Capacitor App Upgrade V6 To V7

  by @Cap-go

  Guides the agent through upgrading a Capacitor app from v6 to v7. Use when the project is on Capacitor 6 and needs the v7 migration path. Do not use for other major versions, plugin-only upgrades, or non-Capacitor apps.

• Capacitor App Upgrade V7 To V8

  by @Cap-go

  Guides the agent through upgrading a Capacitor app from v7 to v8. Use when the project is on Capacitor 7 and needs the v8 migration path. Do not use for other major versions, plugin-only upgrades, or non-Capacitor apps.

• Tailwind Capacitor

  by @Cap-go

  Guide to using Tailwind CSS in Capacitor mobile apps. Covers mobile-first design, touch targets, safe areas, dark mode, and performance optimization. Use this skill when users want to style Capacitor apps with Tailwind.

• Capacitor Plugin Upgrade V4 To V5

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin from v4 to v5. Use when the plugin targets Capacitor 4 and needs the v5 migration path. Do not use for app upgrades, other major versions, or non-Capacitor plugins.

• Capacitor Plugin Upgrade V5 To V6

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin from v5 to v6. Use when the plugin targets Capacitor 5 and needs the v6 migration path. Do not use for app upgrades, other major versions, or non-Capacitor plugins.

• Capacitor Plugin Upgrade V6 To V7

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin from v6 to v7. Use when the plugin targets Capacitor 6 and needs the v7 migration path. Do not use for app upgrades, other major versions, or non-Capacitor plugins.

• Capacitor Plugin Upgrade V7 To V8

  by @Cap-go

  Guides the agent through upgrading a Capacitor plugin from v7 to v8. Use when the plugin targets Capacitor 7 and needs the v8 migration path. Do not use for app upgrades, other major versions, or non-Capacitor plugins.

• Ios Android Logs

  by @Cap-go

  Guide to accessing device logs on iOS and Android for Capacitor apps. Covers command-line tools, GUI applications, filtering, and real-time streaming. Use this skill when users need to view device logs for debugging.

• Diagnose

  by @JasonxzWen

  Load when a task needs hard bugs and performance regressions, failing commands, hard-to-reproduce behavior, or unknown root causes diagnosed; use agent-introspection-debugging instead for agent/tool harness failures.

• Framework To Capacitor

  by @Cap-go

  Guide for integrating modern web frameworks with Capacitor. Covers Next.js static export, React, Vue, Angular, Svelte, and others. Use this skill when converting framework apps to mobile apps with Capacitor.

• Code Review

  by @JasonxzWen

  Load when a task needs a deep, report-only review across independent Standards and Spec axes, using bounded read-only native Subagents when available and adding risk lenses only when the diff warrants them.

• Docs Redirects

  by @elastic

  Create and manage redirects in Elastic documentation when pages are moved, renamed, or deleted. Use when moving docs pages, renaming files, restructuring content, or when the user asks about redirects.

• Cordova To Capacitor

  by @Cap-go

  Complete guide for migrating from Apache Cordova to Capacitor. Use this skill when users need to modernize a Cordova/PhoneGap app to Capacitor, migrate plugins, or understand platform differences.

• Capacitor Splash Screen

  by @Cap-go

  Guide to configuring splash screens in Capacitor apps including asset generation, animation, and programmatic control. Use this skill when users need to customize their app launch experience.

• Frontend Patterns

  by @JasonxzWen

  Load when a task needs React or Next.js frontend logic, component patterns, state, forms, routing, accessibility, or responsive behavior; use frontend-design for visual direction.

• Capacitor Accessibility

  by @Cap-go

  Accessibility guide for Capacitor apps covering screen readers, semantic HTML, focus management, and WCAG compliance. Use this skill when users need to make their app accessible.

• Claude Api

  by @JasonxzWen

  Load when a task needs Claude API or Anthropic SDK build, debug, migration, or tuning work; skip provider-neutral, OpenAI, or non-Anthropic model work.

• Running Livekit Simulations

  by @livekit

  Runs LiveKit agent simulations and acts on the results. Use when the user says "run my simulations", "regression test my agent before deploying", "run the scenarios", "use lk agent simulate", "did my agent pass", "why did this…

• Operating Livekit Agents

  by @livekit

  Deploys and operates a LiveKit agent in production: shipping a version to LiveKit Cloud and rolling it back, secrets and configuration, the worker process model and prewarming, safe async inside worker processes, provider…

• Testing Livekit Agents

  by @livekit

  Writes turn-level tests for a LiveKit agent in the user's normal test suite: pytest (Python) or Vitest (Node.js). Use when the user asks to "write tests for my agent", "add a test for this tool", "test the handoff", "pin this…

• Reading Livekit Docs

  by @livekit

  Looks up current LiveKit facts (API signatures, CLI flags, config options, model and provider support, SDK changelogs, pricing) from the docs instead of answering from memory. Use whenever a question touches LiveKit specifics:…

• Agent Reach

  by @JasonxzWen

  Load when a task needs read-only internet research or content retrieval through an already installed Agent Reach CLI; diagnose available backends first, never install, upgrade, authenticate, configure, or copy credentials on the…

• Codebase To Course

  by @JasonxzWen

  Load when a user wants a source-backed interactive HTML course that explains how a codebase works; do not load for chat tutoring, repository review, articles, slide decks, or general browser artifacts.

• Verification

  by @JasonxzWen

  Load when claiming completion requires the repository's actual deterministic build, type, lint, test, diff, smoke, and artifact gates; use diagnose while a failure's root cause is unknown.

• Product Capability

  by @JasonxzWen

  Load when accepted product intent must become a concise, implementation-ready local capability specification with explicit constraints, non-goals, test seams, and unresolved decisions.

• To Tickets

  by @JasonxzWen

  Load when an accepted specification must be decomposed into dependency-aware, project-owned implementation slices without creating a new tracker or publishing remote issues by default.

• Openspec Explore

  by @JasonxzWen

  Load when a task needs explicit OpenSpec exploration, discovery, or requirement clarification; use the repository's normal development contract for default change alignment.

• Codebase Design

  by @JasonxzWen

  Load when a change needs module-boundary, dependency-direction, interface-depth, or architecture simplification decisions; do not use for routine style or formatting rules.

• Documentation Lookup

  by @JasonxzWen

  Load when a task needs current library, framework, SDK, API, CLI, or cloud-service documentation; fetch docs instead of relying on training data or ordinary repo evidence.

• Handoff

  by @JasonxzWen

  Load when a task needs to hand off current work, compact a conversation for another agent/session, or create restart notes; do not load for visual HTML repo reports.

• Doc Coauthoring

  by @JasonxzWen

  Load when a task needs to collaboratively draft, restructure, or reader-test docs, PRDs, RFCs, proposals, specs, or decision records; skip implementation itself.

• Agent Introspection Debugging

  by @JasonxzWen

  Load when a task needs agent run, tool loop, context drift, or recoverable harness/tool failure debugging; use diagnose for product/runtime bugs.

• Ai Fuzzing

  by @brucesongs

  AI-assisted fuzzing for automated vulnerability discovery. Coverage-guided fuzzing engines, AI-driven seed generation, intelligent mutation strategies, and systematic crash triage.

• Dns Attacks

  by @brucesongs

  DNS Attacks exploit the Domain Name System protocol for reconnaissance, spoofing, tunneling, and data exfiltration. DNS is a foundational infrastructure service that is frequently misconfigured, poorly monitored, and trusted by…

• Browser Qa

  by @brucesongs

  Automated browser-based security testing using Playwright and browser devtools. Interact with web applications as a user would — click, type, navigate — while monitoring network traffic, JavaScript execution, and DOM changes for…

• Darkweb Intel

  by @brucesongs

  Dark web intelligence gathering — Tor/onion service reconnaissance, marketplace monitoring, breach data markets, threat actor profiling, with strict OPSEC for investigators.

• Binary Reverse

  by @brucesongs

  Binary reverse engineering covers the complete chain from static analysis, dynamic debugging, to vulnerability discovery, exploit development, and malware analysis.

• Dependency Auditor

  by @seaworld008

  Audit dependency versions, vulnerabilities, licenses and upgrade risks across package manifests and lockfiles.

• Command Injection Advanced

  by @brucesongs

  Advanced injection attacks beyond SQL - covering OS command injection, LDAP injection, NoSQL injection, template injection (SSTI), XPath injection, and comprehensive filter bypass techniques.

• Ci Cd Supply Chain Attack

  by @brucesongs

  CI/CD pipeline and software supply chain compromise covering Jenkins (script console, Jenkinsfile injection, shared library abuse, CVE-2024-23897 args4j), GitLab CI/CD (runner abuse, .gitlab-ci.yml injection, self-hosted runner…

• Exploit Development

  by @brucesongs

  Exploit development covers the full chain from vulnerability discovery through crash analysis to working exploit code, spanning buffer overflows, ROP chains, format string bugs, and shellcode injection across x86 and ARM…

• Exa Search

  by @brucesongs

  Semantic search using Exa API for security research queries. Unlike keyword-based search, Exa understands context and retrieves high-quality, relevant results for technical research.

• Agent Designer

  by @seaworld008

  Design AI agent responsibilities, tools, memory, orchestration, and evaluation when defining an agent architecture or system contract.

• Edge Computing Attack

  by @brucesongs

  Attacks against edge computing platforms — Cloudflare Workers (V8 isolate), Fastly Compute@Edge (WASM/Wasmtime), AWS Lambda@Edge and CloudFront Functions, Akamai EdgeWorkers, Vercel Edge Functions, and Deno Deploy. Covers V8…

• Arena

  by @seaworld008

  Specialist orchestrating codex exec / Antigravity CLI through dual paradigms — COMPETE (multi-variant comparison, select best) and COLLABORATE (decompose tasks across engines, integrate). Supports Solo/Team/Quick execution modes.

• Concurrency Exploitation

  by @brucesongs

  Concurrency exploitation covers race condition vulnerabilities including TOCTOU, signal handler races, thread synchronization bypasses, and timing attacks.

• Email Protocol Attack

  by @brucesongs

  Email protocol attacks targeting mail infrastructure at the protocol level.

• Ai Agent Framework Attack

  by @brucesongs

  AI agent framework attack surface — orchestration-layer compromise of LangChain (Python/JS), LangGraph, CrewAI, Microsoft AutoGen, OpenAI Assistants API v2, Anthropic Claude Agent SDK, LlamaIndex, Microsoft Semantic Kernel,…

• Chatgpt Apps

  by @seaworld008

  Build or debug ChatGPT Apps SDK projects with MCP tools and widget UIs, using current official guidance for resources, bridges, metadata, and CSP.

• Ai Agent Supply Chain Attack

  by @brucesongs

  AI/ML supply chain attacks — model poisoning, Pickle RCE, Hugging Face / Ollama registry compromise, LangChain plugin backdoors, OpenClaw / ClawHub ecosystem threats. Distinguishes from ci-cd-supply-chain-attack by focusing on…

• Aws Solution Architect

  by @seaworld008

  Design or review AWS architecture and infrastructure as code for serverless systems, migrations, scaling, reliability, and cost constraints.

• Cli Demo Generator

  by @seaworld008

  Create terminal recordings and animated CLI demo GIFs from command workflows or VHS tape files.

• Documentation And Adrs

  by @seaworld008

  Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.

• Debugging And Error Recovery

  by @seaworld008

  Diagnose failing tests, broken builds, and unexpected runtime behavior through reproduction, evidence, root-cause analysis, and focused recovery.

• Code Review And Quality

  by @seaworld008

  Review code changes for correctness, maintainability, security, and validation evidence before integration or when a review is requested.

• Browser Testing With Devtools

  by @seaworld008

  Inspect browser DOM, network, console, screenshots, and performance with Chrome DevTools MCP when validating or debugging web behavior.

• Code Simplification

  by @seaworld008

  Refactor working code for clarity and maintainability while preserving behavior; use when complexity or duplication obstructs changes.

• Context Engineering

  by @seaworld008

  Diagnose missing or overloaded agent context and configure project instructions when setup or context quality is the task.

• Api And Interface Design

  by @seaworld008

  Design REST/GraphQL APIs, module interfaces, and type contracts when creating endpoints or changing public boundaries.

• Clay

  by @seaworld008

  AI 3D model generation agent. Generates text-to-3D and image-to-3D code (Python/JS/OpenSCAD) using Meshy, Tripo, Hunyuan3D, Rodin, Sloyd, and Stability APIs. Handles game pipeline integration, LOD, retopology, UV, and QC…

• Technical Writing

  by @richtabor

  Writes technical blog posts about features being built. Triggers when user asks to write about development progress, implementations, or project updates.

• Competitors Analysis

  by @seaworld008

  Compare competitor repositories using verified code and source evidence when technical competitive analysis or repository profiling is requested.

• Agile Product Owner

  by @seaworld008

  Manage product backlogs and sprints: user stories, acceptance criteria, epic breakdown, prioritization, estimates, and delivery tracking.

• Ralph Github Start Loop

  by @richtabor

  Runs autonomous loop fetching stories from GitHub Issues. Implements and closes issues as done. Triggers on "loop through my PRDs", "work on my issues", "start the autonomous loop", "implement my PRDs", or requests to work…

• Agent Hub

  by @seaworld008

  Compare independent solutions with agent-hub when parallel competition is requested; isolate Git worktrees, evaluate variants, and integrate the selected result.

• Ralph Json Start Loop

  by @richtabor

  Runs the Ralph autonomous loop. Executes stories from prds/*.json using git worktrees.

• Database Schema Designer

  by @seaworld008

  Design relational database schemas from requirements and generate migrations, TypeScript/Python types, seed data, RLS policies, and indexes. Handles multi-tenancy, soft deletes, audit trails, versioning, and polymorphic…

• Debugging Testing

  by @Tibsfox

  Use when the user reports a bug they can't reproduce, asks where to start debugging, or mentions a Heisenbug / production-only failure. Drives the observe→hypothesize→predict→test→iterate scientific method.

• Codebase Onboarding

  by @seaworld008

  Create repository onboarding guides with architecture, key files, setup, debugging, and contribution workflows for a defined audience.

• Systems Programming

  by @Tibsfox

  Systems programming from memory management through networking. Covers memory models (stack vs heap, manual allocation, garbage collection, ownership/borrowing), concurrency (threads, mutexes, channels, async/await, actor model,…

• Mlops And Deployment

  by @Tibsfox

  MLOps and the production ML lifecycle -- model packaging and serving, CI/CD for ML, experiment tracking, model registries, reproducibility, production monitoring for data and concept drift, retraining pipelines, A/B and shadow…

• Programming Fundamentals

  by @Tibsfox

  Core programming concepts from variables through recursion. Covers data types (integers, floats, strings, booleans, arrays, objects), variables and scope (lexical, dynamic, block, function, global), control flow (conditionals,…

• Software Design

  by @Tibsfox

  Software design principles, patterns, and architecture from SOLID through distributed systems. Covers the five SOLID principles with violations and fixes, DRY/KISS/YAGNI heuristics, separation of concerns, 12 GoF design patterns…

• Algorithms Data Structures

  by @Tibsfox

  Algorithms and data structures from first principles through advanced analysis. Covers sorting (bubble, insertion, selection, merge, quick, heap, radix), searching (linear, binary, BFS, DFS, Dijkstra, A*), fundamental data…

• Service Architecture

  by @Tibsfox

  Service-oriented and microservices architecture patterns for cloud-scale systems. Covers service boundaries, API versioning and backward compatibility, eventual consistency at the API layer, idempotency keys, saga and…

• Network Fundamentals Cloud

  by @Tibsfox

  Networking fundamentals as they apply to cloud infrastructure — virtual networks, subnets, routers, NAT, floating IPs, security groups, VLAN/VXLAN segmentation, load balancing, SDN concepts, and how Neutron-style cloud networks…

• Interpersonal Communication

  by @Tibsfox

  Interpersonal communication theory and practice for one-on-one and small group interaction. Covers communication models (linear, transactional, constructivist), self-disclosure and Johari Window, relational dialectics,…

• Business Ethics And Governance

  by @Tibsfox

  Business ethics, corporate governance, and stakeholder responsibility for firms operating in complex social and regulatory environments. Covers ethical frameworks applied to business, stakeholder vs shareholder theory, board…

• Cognitive Biases

  by @Tibsfox

  Recognition and mitigation of systematic reasoning errors documented in the heuristics and biases tradition. Covers confirmation bias, availability, anchoring, representativeness, framing effects, hindsight bias, overconfidence,…

• Persuasion Rhetoric

  by @Tibsfox

  Persuasion and rhetorical analysis grounded in classical and modern frameworks. Covers Aristotle's three appeals (ethos, pathos, logos), rhetorical situation (audience, purpose, context), argument structure (Toulmin model),…

• Decision Making

  by @Tibsfox

  Structured approaches to decisions under uncertainty and complexity. Covers expected value, decision trees, multi-criteria decision analysis, System 1 vs System 2 allocation, pre-mortems, reversible vs irreversible decisions,…

• Corporate Finance Basics

  by @Tibsfox

  Corporate finance fundamentals for evaluating business decisions under cost, time, and risk constraints. Covers time value of money, net present value, internal rate of return, payback period, break-even analysis, cost-benefit…