Software Development AI agent skills

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

• Timeline Report

  by @thedotmack

  Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project history analysis, development journey, or full…

• Knowledge Agent

  by @thedotmack

  Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific…

• Learn Codebase

  by @thedotmack

  Prime a codebase by reading every source file in full. Use when starting work on a new or unfamiliar project, or when the user asks to "learn the codebase", "read the codebase", "prime", or "get up to speed".

• Babysit

  by @thedotmack

  Watch a pull request or review cycle until it is ready to merge. Use when asked to babysit, monitor, or keep checking PR comments, reviews, and CI until all actionable issues are resolved.

• Do

  by @thedotmack

  Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.

• Host Observer

  by @thedotmack

  Use this when fulfilling claude-mem observer jobs on Grok Bot: reply only skip_summary or one full observation XML, never prose.

• Redesign Existing Projects

  by @Leonxlnx

  Upgrades existing websites and apps to premium quality. Audits current design, identifies generic AI patterns, and applies high-end design standards without breaking functionality. Works with any CSS framework or vanilla CSS.

• Scrapling Official

  by @D4Vinci

  Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScript rendering. Use when asked to scrape, crawl, or extract data from…

• Blocking Io Guard

  by @bytedance

  Ensure async-path backend code that could block the asyncio event loop is protected by a teeth-verified runtime anchor in tests/blocking_io/. Use when changing backend Python under app/, packages/harness/deerflow/, or scripts/,…

• Engineer System Change

  by @bytedance

  Evaluate and carry out non-trivial software-system changes from first principles. Use when assessing RFCs, issues, designs, features, refactors, migrations, dependency changes, or proposed fields, events, APIs, modules, and…

• Deerflow Maintainer Orchestrator

  by @bytedance

  Use when a DeerFlow maintainer needs comment-only GitHub issue or PR handling: resolve issue/PR scopes with gh, analyze issues, post or draft issue comments, perform PR review comments, review PR or issue batches, compare…

• Understand

  by @Egonex-AI

  Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

• Understand Knowledge

  by @Egonex-AI

  Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.

• Understand Domain

  by @Egonex-AI

  Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.

• Understand Diff

  by @Egonex-AI

  Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks

• Understand Explain

  by @Egonex-AI

  Use when you need a deep-dive explanation of a specific file, function, or module in the codebase

• Understand Chat

  by @Egonex-AI

  Use when you need to ask questions about a codebase or understand code using a knowledge graph

• Understand Onboard

  by @Egonex-AI

  Use when you need to generate an onboarding guide for new team members joining a project

• Understand Dashboard

  by @Egonex-AI

  Launch the interactive web dashboard to visualize a codebase's knowledge graph

• Ux Audit

  by @lobehub

  Audit a page / surface against the Designing Interfaces pattern language + the ux skill checklists, then land findings. Three layers — static (code), visual (screenshots), dynamic (automated user journey + perf). Use to run a…

• Deep Review

  by @lobehub

  Use for independent PR, diff or branch review; not explanations. Full multi-agent review requires an explicit deep-review request.

• Run Eval Harbor

  by @lobehub

  Run and diagnose existing Harbor evaluations against local production LobeHub or LobeHub Cloud. Use for eval infrastructure, target preflight, lh CLI injection, Harbor smoke or job runs, resume, and failure triage. Excludes…

• Version Release

  by @lobehub

  Version release workflow — release process and GitHub Release notes (not docs/changelog pages).

• Ux

  by @lobehub

  Use for product design principles and UX checks when designing or implementing user-facing flows.

• Zustand

  by @lobehub

  Use for Zustand stores: list/detail splits, state type sources, slices, actions, reducers, selectors, optimistic updates and class-action composition.

• Desktop

  by @lobehub

  Electron desktop development guide — IPC handlers, controllers, preload scripts, window/menu management.

• Add Model Provider

  by @lobehub

  Add an AI model provider to LobeHub, including runtime integration, model cards, configuration, branding, documentation, and acceptance. Also use for provider documentation updates; adding models to an existing provider does not…

• Agent Signal

  by @lobehub

  Use for Agent Signal sources, actions, policies, middleware, workflow handoff and deduplication.

• Upstash Workflow

  by @lobehub

  Use for Upstash Workflow/QStash handlers, triggers, durable steps and async fan-out.

• Testing Heterogeneous Agents

  by @lobehub

  Manually runs the live LobeHub official-provider compatibility matrix across Claude Code, Codex, Grok Build, Kimi Code, Pi, and TRAE when explicitly invoked by the user.

• Debug Frontend With Browser

  by @lobehub

  Use for intermittent UI, stale state, ordering, navigation or browser-only bugs. Extends acceptance with boundary tracing and regression diagnosis.

• Data Fetching Architecture

  by @lobehub

  Use for client APIs, SWR hooks, cache invalidation, async errors, useEffect migration, home first paint and persistent caches.

• Cleanup Git Worktrees

  by @lobehub

  Use for stale-worktree, Git registration and branch audits. Managed removal uses the repo lifecycle.

• Pr

  by @lobehub

  Create a PR for the current branch (targets `canary` by default), including splitting one cross-layer branch into ordered stacked PRs so a lower layer (db / shared package / server TRPC) merges before its callers (desktop / CLI…

• Skills Audit

  by @lobehub

  Audit .agents/skills SKILL.md files. Use for recurring checks of duplicate, overlapping, stale, inconsistent, or broken skills and merge/delete candidates.

• Heterogeneous Agent

  by @lobehub

  Use for Claude Code/Codex external-agent adapters, IPC, event mapping, sessions, persistence and tool-call chains.

• Add Setting Env

  by @lobehub

  Add server-side environment variables that control default values for user settings.

• Spa Routes

  by @lobehub

  Use for SPA routes and page segments: Web/desktop/mobile/popup routers, redirects and src/routes-to-features boundaries.

• Typescript

  by @lobehub

  Use for TypeScript style and type safety when editing TS/TSX/MTS, including imports, async code and error suppression.

• I18n

  by @lobehub

  Use for user-facing strings and react-i18next locale keys, namespaces, interpolation, translations or bun run i18n.

• Chat Sdk

  by @lobehub

  Use for multi-platform bots built with chat SDK: webhooks, mentions, slash commands, cards, modals and streaming.

• Debug Package

  by @lobehub

  Use for debug() logging, lobe-* namespaces, DEBUG/localStorage.debug configuration and log formatting.

• Hotkey

  by @lobehub

  Use for keyboard shortcuts, registration, key combinations, scope, conflicts and shortcut tooltips.

• Project Overview

  by @lobehub

  Use for the OSS repository map, code-layer lookup, apps/packages/src ownership and business stubs.

• Linear

  by @lobehub

  Use for Linear issues, LOBE-xxx links, status updates, completion comments and sub-issue trees.

• Response Compliance

  by @lobehub

  Use for OpenResponses/Response API compliance tests, endpoint schema failures and test runs.

• Trpc Router

  by @lobehub

  Use for server TRPC routers, procedures and API endpoints in apps/server/src/routers.

• Chart Visualization

  by @bytedance

  This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications, and generates a chart image…

• Skill Reviewer

  by @bytedance

  Reviews DeerFlow skill packages for readiness, triggers, safety boundaries, resources, and evidence. Invoke when users ask to audit, grade, or production-check an existing skill.

• Github Deep Research

  by @bytedance

  Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces structured markdown reports with…

• Find Skills

  by @bytedance

  Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the…

• Music Generation

  by @bytedance

  Use this skill when the user requests to generate, create, compose, or produce music or songs — background music, theme songs, jingles, or instrumental tracks. Generates a song from a style/mood prompt and optional lyrics via…

• Code Documentation

  by @bytedance

  Use this skill when the user requests to generate, create, or improve documentation for code, APIs, libraries, repositories, or software projects. Supports README generation, API reference documentation, inline code comments,…

• Acceptance

  by @lobehub

  End-to-end verification and self-evidence for a delivery in any repository, with or without a preconfigured verify plan. Discover an existing plan when one was handed to this run; otherwise author checks and publish a standalone…

• Orca Cli

  by @stablyai

  Operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing, worktree comments, and Orca's embedded browser through the `orca` CLI. Use when the user says "$orca-cli", "Orca…

• Orca Per Workspace Env

  by @stablyai

  Set up, review, debug, or validate an Orca per-workspace environment recipe: the on-demand, disposable runtime (cloud sandbox, VM, SSH host, or local container) Orca creates fresh for each workspace. Use to stand up a new recipe…

• Linear Tickets

  by @stablyai

  Linear ticket work through Orca's CLI. Use when working from a linked Linear issue, finishing work with a PR/MR link and a completion comment, moving a ticket through workflow states, searching Linear, or creating a parented…

• Orca Linear

  by @stablyai

  Linear ticket work through Orca's CLI. Use when working from a linked Linear issue, finishing work with a PR/MR link and a completion comment, moving a ticket through workflow states, searching Linear, or creating a parented…

• Mcp Builder

  by @shareAI-lab

  Build MCP (Model Context Protocol) servers that give Claude new capabilities. Use when user wants to create an MCP server, add tools to Claude, or integrate external services.

• Code Review

  by @shareAI-lab

  Perform thorough code reviews with security, performance, and maintainability analysis. Use when user asks to review code, check for bugs, or audit a codebase.

• Apollo Automation

  by @ComposioHQ

  Automate Apollo.io lead generation -- search organizations, discover contacts, enrich prospect data, manage contact stages, and build targeted outreach lists -- using natural language through the Composio MCP integration.

• Ashby Automation

  by @ComposioHQ

  Automate recruiting and hiring workflows in Ashby -- manage candidates, jobs, applications, interviews, and notes through natural language commands.

• Artifacts Builder

  by @ComposioHQ

  Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui…

• Changelog Generator

  by @ComposioHQ

  Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog…

• Frontendchecklist

  by @thedaviddias

  Review frontend code and live pages against the Front-End Checklist (380+ rules for accessibility, performance, SEO, security, HTML, CSS, JavaScript, images, i18n, privacy, testing) using the `frontendchecklist` CLI. Use when…

• Color Contrast

  by @thedaviddias

  Use when applies to all visible text and text images, UI component borders (input fields, buttons), focus indicators, icons that convey meaning, and graphical objects required to understand content. Does not apply to…

• Code Splitting

  by @thedaviddias

  Use when reviewing large SPA bundles, new dependency additions, or routes that feel slow to hydrate. Focus on code that is not required for the initial view and can move behind route transitions, user interaction, or…

• Console Cleanup

  by @thedaviddias

  Use when reviewing scripts, client components, bundles, or runtime behavior related to Remove console statements in production. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.

• Cross Origin Security

  by @thedaviddias

  Use when reviewing scripts, client components, bundles, or runtime behavior related to Handle cross-origin requests securely. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.

• Css Custom Properties

  by @thedaviddias

  Use when reviewing stylesheets, component styles, and responsive behavior related to Use CSS custom properties for design tokens. Check the rendered layout across breakpoints and interaction states before proposing a fix.

• Css Containment

  by @thedaviddias

  Use when reviewing stylesheets, component styles, and responsive behavior related to Use CSS containment to limit repaint scope. Check the rendered layout across breakpoints and interaction states before proposing a fix.

• Css Critical

  by @thedaviddias

  Use when reviewing stylesheets, component styles, and responsive behavior related to Inline critical CSS for faster rendering. Check the rendered layout across breakpoints and interaction states before proposing a fix.

• Css Grid

  by @thedaviddias

  Use when reviewing stylesheets, component styles, and responsive behavior related to Use CSS Grid for two-dimensional layouts. Check the rendered layout across breakpoints and interaction states before proposing a fix.

• Const Let

  by @thedaviddias

  Use when reviewing scripts, client components, bundles, or runtime behavior related to Prefer const and let over var. Inspect both source code and the browser execution path so fixes target the real bottleneck or bug.

• Canonical Header

  by @thedaviddias

  Use when auditing metadata, crawlability, structured data, or indexability related to Sync HTML canonical tags and Link headers. Verify the rendered HTML and HTTP response rather than relying only on source files.

• Consent Mode

  by @thedaviddias

  Use when auditing slow page loads, heavy assets, or rendering delays related to Implement Google Consent Mode v2. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.

• Critical Request Chains

  by @thedaviddias

  Use when auditing slow page loads, heavy assets, or rendering delays related to Minimize critical request chains. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.

• Css Non Blocking

  by @thedaviddias

  Use when reviewing stylesheets, component styles, and responsive behavior related to Load CSS without blocking render. Check the rendered layout across breakpoints and interaction states before proposing a fix.

• Consistent Help

  by @thedaviddias

  Use when reviewing support UI across multi-page flows such as checkout, onboarding, account recovery, or support journeys. Compare multiple pages in the same variation instead of reviewing a single page alone.

• Citations

  by @thedaviddias

  Use when auditing metadata, crawlability, structured data, or indexability related to Cite authoritative external sources. Verify the rendered HTML and HTTP response rather than relying only on source files.

• Clean Up Comments

  by @thedaviddias

  Use when reviewing templates, rendered HTML, or shared components related to Remove comments and debug code in production. Validate the final browser-facing markup, not just the source framework abstraction.

• Compression

  by @thedaviddias

  Use when auditing slow page loads, heavy assets, or rendering delays related to Enable text-based compression. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.

• Contact Page

  by @thedaviddias

  Use when auditing metadata, crawlability, structured data, or indexability related to Create a comprehensive Contact page. Verify the rendered HTML and HTTP response rather than relying only on source files.

• Canonical Url

  by @thedaviddias

  Use when auditing metadata, crawlability, structured data, or indexability related to Set canonical URLs for all pages. Verify the rendered HTML and HTTP response rather than relying only on source files.

• Critical Images

  by @thedaviddias

  Use when reviewing image assets, markup, and CDN or build transforms related to Prioritize loading critical images. Check encoded size, rendered size, loading strategy, and above-the-fold impact together.

• Css Order

  by @thedaviddias

  Use when reviewing stylesheets, component styles, and responsive behavior related to Order CSS files correctly. Check the rendered layout across breakpoints and interaction states before proposing a fix.

• Content Security Policy

  by @thedaviddias

  Use when reviewing headers, forms, cookies, or third-party integrations related to Implement a content security policy. Validate the effective browser and HTTP behavior in a production-like environment.

• Css File Size

  by @thedaviddias

  Use when auditing slow page loads, heavy assets, or rendering delays related to Optimize CSS file size. Verify the actual bottleneck in DevTools, Lighthouse, or field data before recommending changes.

• Contract Testing

  by @thedaviddias

  Use when setting up integration testing for a frontend-backend API boundary, evaluating whether two services are safe to deploy independently, or replacing slow end-to-end tests with contract tests.

• Css Minification

  by @thedaviddias

  Use when reviewing stylesheets, component styles, and responsive behavior related to Minify all CSS files. Check the rendered layout across breakpoints and interaction states before proposing a fix.

• Charset

  by @thedaviddias

  Use when reviewing templates, rendered HTML, or shared components related to Declare UTF-8 character encoding. Validate the final browser-facing markup, not just the source framework abstraction.

• Carousel Accessibility

  by @thedaviddias

  Use when reviewing templates, rendered HTML, or shared components related to Make carousels accessible. Validate the final browser-facing markup, not just the source framework abstraction.

• Content Dates

  by @thedaviddias

  Use when auditing article or blog pages for date markup, generating Article JSON-LD with datePublished/dateModified, or checking whether a CMS template surfaces dates correctly.

• Cascade Layers

  by @thedaviddias

  Use when reviewing a CSS architecture for specificity issues, setting up a design system, or migrating a large codebase from utility-first to a layered architecture.

• Cookie Consent

  by @thedaviddias

  Use when reviewing a website for GDPR/CCPA compliance, specifically whether cookie consent is obtained before non-essential cookies are set.

• Frontend Checklist Global

  by @thedaviddias

  Use when auditing or improving any frontend codebase against the full Front-End Checklist rule corpus through one entry point.

• Aria Required Parent

  by @thedaviddias

  Use when reviewing rendered HTML, interactive components, or design-system patterns related to Ensure ARIA roles are contained by required parent roles. Check native semantics first, then inspect keyboard behavior, focus flow,…

• Aria Hidden Focus

  by @thedaviddias

  Use when reviewing rendered HTML, interactive components, or design-system patterns related to Remove focusable elements from aria-hidden containers. Check native semantics first, then inspect keyboard behavior, focus flow,…

• Aria Labels

  by @thedaviddias

  Use when reviewing rendered HTML, interactive components, or design-system patterns related to Provide accessible names for all interactive elements. Check native semantics first, then inspect keyboard behavior, focus flow,…

• Aria Text

  by @thedaviddias

  Use when reviewing rendered HTML, interactive components, or design-system patterns related to Avoid focusable descendants in role='text' elements. Check native semantics first, then inspect keyboard behavior, focus flow,…