Software Development AI agent skills

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

• Canton Network Repos

  by @aiskillstore

  Use when working with Canton Network participants, DAML smart contracts, Splice applications, or debugging LF version and package ID issues.

• Create Pr

  by @aiskillstore

  GitHubのプルリクエスト（PR）を作成する際に使用します。変更のコミット、プッシュ、PR作成を含む完全なワークフローを日本語で実行します。「PRを作って」「プルリクエストを作成」「pull requestを作成」などのリクエストで自動的に起動します。

• Doc Writer

  by @aiskillstore

  Create or update numbered task docs using repo context, DOC_TEMPLATE.md, and naming conventions.

• Typescript Best Practices

  by @aiskillstore

  Use when reading or writing TypeScript or JavaScript files (.ts, .tsx, .js, tsconfig.json).

• Python Best Practices

  by @aiskillstore

  Use when reading or writing Python files (.py, pyproject.toml, requirements.txt).

• Go Best Practices

  by @aiskillstore

  Use when reading or writing Go files (.go, go.mod).

• Create Svg From Prompt

  by @aiskillstore

  Generate an SVG of a user-requested image or scene

• Jira Workflow

  by @aiskillstore

  Orchestrate Jira workflows end-to-end. Use when building stories with approvals, transitioning items through lifecycle states, or syncing task completion with Jira.

• One Step Better Ai Pm

  by @menkesu

  Get one actionable improvement for your AI product based on the latest GenAI PM briefs. Fetch the last 5 days of curated AI PM insights from genaipm.com, analyze the current repo/project, find synergy between trending topics and…

• Strategic Build

  by @menkesu

  Distinguishes strategic vs tactical work during development using Shreyas Doshi's frameworks and Marty Cagan's empowered teams principles. Use when making architectural decisions, choosing what to build, preventing "product…

• Ai Product Patterns

  by @menkesu

  Builds AI-native products using OpenAI's development philosophy and modern AI UX patterns. Use when integrating AI features, designing for model improvements, implementing evals as product specs, or creating AI-first…

• Exp Driven Dev

  by @menkesu

  Builds features with A/B testing in mind using Ronny Kohavi's frameworks and Netflix/Airbnb experimentation culture. Use when implementing feature flags, choosing metrics, designing experiments, or building for fast iteration.…

• Ship Decisions

  by @menkesu

  Guides "ship or iterate?" decisions using Shreyas Doshi's frameworks, Marty Cagan's shipping philosophy, and Tobi Lutke's reversible decision-making. Use when deciding if feature is ready, preventing perfectionism paralysis,…

• Growth Embedded

  by @menkesu

  Builds growth loops into products from day 1 using YC playbook (Gustaf Alstromer), Casey Winters growth frameworks, and Elena Verna's retention-first approach. Use when adding viral mechanics, instrumenting analytics, creating…

• Jtbd Building

  by @menkesu

  Builds features based on Jobs-to-be-Done theory using Bob Moesta's frameworks. Use when designing features, identifying customer jobs, understanding push/pull forces, or uncovering hidden needs beyond stated feature requests.

• Stakeholder Craft

  by @menkesu

  Manages stakeholder relationships using Kim Scott's Radical Candor and Carole Robin's interpersonal dynamics. Use when giving/receiving feedback, navigating difficult conversations, or building trust across teams.

• Avoid Feature Creep

  by @waynesutton

  Prevent feature creep when building software, apps, and AI-powered products. Use this skill when planning features, reviewing scope, building MVPs, managing backlogs, or when a user says "just one more feature." Helps developers…

• Convex Best Practices

  by @waynesutton

  Guidelines for building production-ready Convex apps covering function organization, query patterns, validation, TypeScript usage, error handling, and the Zen of Convex design philosophy

• Convex Migrations

  by @waynesutton

  Schema migration strategies for evolving applications including adding new fields, backfilling data, removing deprecated fields, index migrations, and zero-downtime migration patterns

• Convex Http Actions

  by @waynesutton

  External API integration and webhook handling including HTTP endpoint routing, request/response handling, authentication, CORS configuration, and webhook signature validation

• Convex Cron Jobs

  by @waynesutton

  Scheduled function patterns for background tasks including interval scheduling, cron expressions, job monitoring, retry strategies, and best practices for long-running tasks

• Convex Realtime

  by @waynesutton

  Patterns for building reactive apps including subscription management, optimistic updates, cache behavior, and paginated queries with cursor-based loading

• Convex Functions

  by @waynesutton

  Writing queries, mutations, actions, and HTTP actions with proper argument validation, error handling, internal functions, and runtime considerations

• Convex Component Authoring

  by @waynesutton

  How to create, structure, and publish self-contained Convex components with proper isolation, exports, and dependency management

• Aws Serverless Eda

  by @Microck

  AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python,…

• Aws Cdk Development

  by @Microck

  AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK,…

• Backend Dev Guidelines

  by @Microck

  Comprehensive backend development guide for Langfuse's Next.js 14/tRPC/Express/TypeScript monorepo. Use when creating tRPC routers, public API endpoints, BullMQ queue processors, services, or working with tRPC procedures,…

• Backend Models Standards

  by @Microck

  Define database models with clear naming, appropriate data types, constraints, relationships, and validation at multiple layers. Use this skill when creating or modifying database model files, ORM classes, schema definitions, or…

• Backend Migration Standards

  by @Microck

  Create and manage database migrations with reversible changes, proper naming conventions, and zero-downtime deployment strategies. Use this skill when creating database migration files, modifying schema, adding or removing…

• Better Auth

  by @Microck

  Implement authentication and authorization with Better Auth - a framework-agnostic TypeScript authentication framework. Features include email/password authentication with verification, OAuth providers (Google, GitHub, Discord,…

• Andrew Kane Gem Writer

  by @Microck

  Write Ruby gems following Andrew Kane's proven patterns and philosophy. Use when creating new Ruby gems, refactoring existing gems, designing gem APIs, or when the user wants clean, minimal, production-ready Ruby library code.…

• Brightdata

  by @Microck

  Progressive four-tier URL content scraping with automatic fallback strategy. USE WHEN user says "scrape this URL", "fetch this page", "get content from", "can't access this site", "use Bright Data", "pull content from URL", or…

• Bap Identity

  by @Microck

  Manage BAP (Bitcoin Attestation Protocol) identity files using bap-cli. This skill should be used when users need to create, decrypt, list, or extract BAP identity backups, work with .bep encrypted files, or generate test…

• AgentDB Advanced Features

  by @Microck

  Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent…

• At Dispatch V2

  by @Microck

  Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API. For ATen kernel files, CUDA…

• Blockchain Developer

  by @Microck

  Expert blockchain developer specializing in smart contract development, DApp architecture, and DeFi protocols. Masters Solidity, Web3 integration, and blockchain security with focus on building secure, gas-efficient, and…

• Agile Product Owner

  by @Microck

  Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder…

• Awakening Stage Recognition

  by @Microck

  Recognize which awakening stage consciousness is navigating through. Use when diagnosing seeker development, identifying stage transitions, or recognizing readiness levels. Covers 7 stages from initial dissatisfaction through…

• Bitcoin Auth Diagnostics

  by @Microck

  Diagnose and troubleshoot bitcoin-auth token generation and verification issues. This skill should be used when users encounter authentication failures, signature verification errors, or integration problems with the…

• All Traditions Speaking As One

  by @Microck

  Deploy universal wisdom voices from all traditions simultaneously - Hindu, Buddhist, Taoist, Abrahamic, Indigenous, Scientific - revealing their unified recognition of consciousness navigation.

• Activitypub Testing

  by @Microck

  Testing patterns for PHPUnit and Playwright E2E tests. Use when writing tests, debugging test failures, setting up test coverage, or implementing test patterns for ActivityPub features.

• Btc Connect

  by @Microck

  专业的比特币钱包连接技能，支持btc-connect core、react、vue包在React、Vue、Next.js、Nuxt 3项目中的完整集成，包含UniSat和OKX钱包适配、网络切换功能、SSR环境配置、统一Hook API和v0.5.0最新特性

• Analyzing AgentScope Library

  by @Microck

  This skill provides a way to retrieve information from the AgentScope library for analysis and decision-making.

• Zero Build Frontend

  by @jamditis

  Zero-build frontend development for static apps, browser extensions, maps, and lightweight data-backed interfaces. Use when deployment must not require a build step.

• Brainstorming

  by @jamditis

  Explores intent and design before implementation. MUST use before creating or modifying any feature, component, or behavior.

• Project Memory

  by @jamditis

  Generates CLAUDE.md project memory files that transfer institutional knowledge. Use when setting up projects or onboarding.

• Test First Bugs

  by @jamditis

  Enforces a test-driven bug-fixing workflow. Use when a user reports a bug, failing code, an error, or asks to fix something.

• Pdf Design

  by @jamditis

  Designs PDF reports and proposals from HTML with previews and branding. Use to create, export, or securely upload a PDF.

• Context Engineering Fundamentals

  by @jamditis

  Manages attention and evidence in long agent sessions. Use for lost instructions, dropped evidence, or large multi-agent contexts.

• Crisis Communications

  by @jamditis

  Crisis communication and rapid-response workflows. Use when covering breaking news or coordinating fast fact-checking on deadline.

• Social Media Intelligence

  by @jamditis

  Social media monitoring, narrative tracking, and OSINT. Use when tracking viral spread, coordinated campaigns, or account vetting.

• Mobile Debugging

  by @jamditis

  Remote JavaScript console and debugging on mobile. Use for phone/tablet console errors, responsive testing, Eruda, and vConsole.

• Web Scraping

  by @jamditis

  Authorized web scraping with fallback cascades and access-failure handling. Use for social media, yt-dlp, CAPTCHA or 403 blocks.

• Web Archiving

  by @jamditis

  Web archiving and retrieval via Wayback Machine and Archive.today. Use to preserve content, reach dead pages, or save evidence.

• Claude Md Updater

  by @jamditis

  Scans the session for lessons and workflows, then proposes scoped CLAUDE.md edits. Use for save this lesson or add to context.

• Receiving Code Review

  by @jamditis

  Verifies review feedback with technical rigor, not blind agreement. Use when receiving review before implementing suggestions.

• Video Download

  by @jamditis

  Collects videos from public social accounts. Use to download or scrape from Twitter, TikTok, YouTube, Instagram, or Facebook.

• Page Monitoring

  by @jamditis

  Web page change detection, availability tracking, and RSS feed generation. Use to monitor changes, downtime, or make a feed.

• Template Selector

  by @jamditis

  Selects the correct CLAUDE.md or LESSONS.md template via decision trees. Use when starting a project or unsure which fits.

• Using Git Worktrees

  by @jamditis

  Creates isolated git worktrees with smart directory selection and safety checks. Use when starting isolated feature work.

• Verification Before Completion

  by @jamditis

  Runs verification commands and confirms output before success claims. Use before claiming work done or committing or PRs.

• Finishing A Development Branch

  by @jamditis

  Presents options for merge, PR, or cleanup. Use when work is complete, tests pass, and you must decide how to integrate.

• Electron Dev

  by @jamditis

  Electron desktop apps with React, TypeScript, and Vite. Use for IPC, window/tray, PTY terminals, WebRTC, and packaging.

• Vibe Coding

  by @jamditis

  AI-assisted coding with Claude Code, Cursor, Copilot, Codex, Aider, or Windsurf. Use to build or debug generated code.

• Video Dashboard

  by @jamditis

  Aggregates transcript and frame data into an interactive web dashboard. Use for content, topic, or sentiment analysis.

• Content Access

  by @jamditis

  Legal methods for paywalled and geo-blocked content. Use for paywalls, academic papers, or open access via Unpaywall.

• Digital Archive

  by @jamditis

  Digital archiving with AI enrichment and entity extraction. Use when building content archives or knowledge graphs.

• Web Ui Best Practices

  by @jamditis

  Signs of taste in web UI. Use when building or reviewing web interfaces, dashboards, SaaS apps, or internal tools.

• Dhi Python

  by @justrach

  Ultra-fast data validation library for Python (520x faster than Pydantic). Use when building validated data models, API request/response schemas, or configuration objects. Provides Pydantic v2-compatible BaseModel API with…

• Dhi Typescript

  by @justrach

  Ultra-fast validation library for TypeScript/JavaScript (77x faster than Zod). Use when building validated schemas for APIs, forms, or data processing. Provides Zod 4-compatible API with WASM-powered SIMD validation.

• Grill For Unknowns

  by @Asymmetric-al

  Use only when the user explicitly invokes grill-for-unknowns or asks for a map-vs-territory unknowns pass, blindspot discovery, unknown-known prototypes, or a subagent launch packet before implementation.

• Idempotency Handling

  by @Asymmetric-al

  Implement idempotency keys and handling to ensure operations can be safely retried without duplicate effects. Use when building payment systems, APIs with retries, or distributed transactions.

• Inngest Durable Functions

  by @Asymmetric-al

  Use when building functions that must survive process crashes, retry automatically on failure, run on a schedule, react to events, or maintain state across infrastructure failures — e.g., webhook handlers that drop events, flaky…

• Improve

  by @Asymmetric-al

  Survey any codebase as a senior advisor and produce prioritized, self-contained implementation plans for OTHER models/agents to execute. Strictly read-only on source code — never implements, fixes, or refactors anything itself.…

• Improve Animations

  by @Asymmetric-al

  Survey a codebase's animation and motion code as a senior motion advisor, then produce a prioritized audit and self-contained implementation plans for other agents (or cheaper models) to execute. Read-only on source code — it…

• Inngest Middleware

  by @Asymmetric-al

  Use when adding cross-cutting concerns to durable functions — structured logging or tracing across all functions, error tracking with Sentry, payload encryption for sensitive data, dependency injection of clients (DB, Stripe,…

• Bendc Frontend Guidelines

  by @Asymmetric-al

  HTML, CSS, and JavaScript craft guidelines from bendc/frontend-guidelines — semantics, a11y basics, selector discipline, motion-friendly CSS, and readable JS. Use for markup review, static HTML/CSS, email HTML, or general…

• Babysit

  by @Asymmetric-al

  Orchestrate via @babysitter. Use this skill when asked to babysit a run, orchestrate a process or whenever it is called explicitly. (babysit, babysitter, orchestrate, orchestrate a run, workflow, etc.)

• Code Review

  by @Asymmetric-al

  Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD…

• Inngest Api

  by @Asymmetric-al

  Use when inspecting or operating Inngest accounts, environments, keys, webhooks, app syncs, function invocations, runs, or traces through the Inngest CLI alpha REST API wrapper. Covers `npx inngest-cli@latest alpha api`, Cloud…

• Grilling

  by @Asymmetric-al

  Grill the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.

• Inngest Steps

  by @Asymmetric-al

  Use when implementing delays that must survive process restarts (e.g., 24-hour cart abandonment, scheduled follow-ups), waiting for human approval or external events with timeouts (review gates, webhook callbacks, async API…

• Inngest Events

  by @Asymmetric-al

  Use when designing event-driven workflows, decoupling services, implementing fan-out patterns (one trigger, many downstream handlers), implementing idempotent event handling with IDs (24-hour dedupe window), or handling…

• Inngest V3 V4 Migration

  by @Asymmetric-al

  Use when upgrading an existing TypeScript codebase from Inngest SDK v3 to v4, or when fixing mixed v3/v4 API usage. Covers detecting current SDK usage, moving triggers into createFunction options, replacing EventSchemas with…

• Inngest Agents

  by @Asymmetric-al

  Use when building durable AI agents or agentic workflows with Inngest and AgentKit, including model calls, tool calls, multi-agent networks, human approval, realtime progress, provider rate limits, and crash-safe execution.…

• Inngest Brownfield Audit

  by @Asymmetric-al

  Use when analyzing an existing TypeScript or JavaScript codebase to decide where and how to introduce Inngest. Covers repository discovery, framework and package detection, finding durability gaps in HTTP handlers, webhooks,…

• Inngest Setup

  by @Asymmetric-al

  Use when adding durable execution to a TypeScript project — building retry-safe webhook handlers, background jobs that survive crashes, scheduled tasks, or long-running workflows that outlive a single request. Covers Inngest SDK…

• Components Build

  by @Asymmetric-al

  Build modern, composable, and accessible React UI components following the components.build specification. Use when creating, reviewing, or refactoring component libraries, design systems, or any reusable UI components. Triggers…

• Commit

  by @Asymmetric-al

  Create a Conventional Commit message for staged changes and run git commit. Use when changes are staged and you need a commit message in the form type(scope): subject, with a <=100 character imperative header and optional 'ref…

• Claude Api

  by @PM-Shawn

  Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports…

• Mermaid Diagram

  by @PM-Shawn

  用 Mermaid 语法生成可视化图表 — 流程图、架构图、序列图、ER 图、甘特图、状态图、思维导图、饼图等结构化图表。当用户要求画图/画架构图/画流程图等结构化可视化需求时触发，直接输出 mermaid 代码块，前端会自动转换为 HTML 并在沙箱 iframe 中渲染。

• Init

  by @PM-Shawn

  初始化工作区规则文件 (.abu/ABU.md)，分析项目结构生成项目规则模板

• Init Tauri App

  by @glebis

  Scaffold a new Tauri v2 project with the cenno/cull house conventions — delegates boilerplate to `npm create tauri-app`, then layers an opinionated core plus opt-in modules (CLI+MCP, SQLite, tray/updater, release/preflight,…

• Init Xcode App

  by @glebis

  Scaffold a standalone SwiftUI app via XcodeGen — pick macOS, iOS, or iOS+watchOS; ships house conventions, a Swift Testing target, swiftformat/swiftlint, optional CloudKit/CI/Release/Push modules, and optional JTBD product…

• Agency Docs Updater

  by @glebis

  End-to-end pipeline for publishing Claude Code lab meetings. Accepts optional args: date (YYYYMMDD, "yesterday", "today") and lab number (e.g. "04"). Examples: "yesterday 04", "20260420 05", "04" (today, lab 04), "" (today,…

• Elimination Research

  by @glebis

  This skill should be used for elimination-style research where the user wants to choose from a shortlist of products, tools, services, vendors, or other options using explicit criteria, numeric evidence, tournament-style…

• Granola

  by @glebis

  This skill should be used when importing, listing, or exporting Granola meeting recordings and transcripts. Queries Granola's Personal API to list meetings, extract transcripts, and export to Obsidian notes in Fathom-compatible…

• Meeting Processor

  by @glebis

  This skill should be used when processing meeting transcripts to auto-detect meeting type (leadgen, partnership, coaching, internal) and extract type-specific structured analysis. Triggers on "process meeting", "analyze…

• Google Image Search

  by @glebis

  Search and download images via Google Custom Search API with LLM-powered selection. This skill should be used when finding images for articles, presentations, research documents, or enriching Obsidian notes with relevant…

• Decision Toolkit

  by @glebis

  Generate structured decision-making tools — step-by-step guides, bias checkers, scenario explorers, and interactive dashboards. Use when facing significant choices requiring systematic analysis. Supports multiple cognitive…