Software Development AI agent skills

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

• Staying Current

  by @Houseofmvps

  Use whenever answering anything version-sensitive — library/framework/SDK APIs, package versions, model IDs, pricing, CLI flags, config, or "latest/newest" anything. Verify against current sources instead of training data.

• Webflow Code Component:Component Audit

  by @webflow

  Audit Webflow Code Components for architecture decisions - prop exposure, state management, slot opportunities, and Shadow DOM compatibility. Focused on Webflow-specific patterns, not generic React best practices.

• Clone Patterns

  by @Houseofmvps

  Learn From the Best — analyze patterns from any codebase and apply them to yours. Use when user wants to adopt best practices from another repo, compare code quality, or learn how top projects are structured.

• Visual Diff

  by @Houseofmvps

  Visual Regression Testing — screenshot comparison before and after changes. Use when user wants to check for visual regressions, compare UI changes, or verify CSS/layout changes didn't break anything.

• Architecture

  by @Houseofmvps

  Living Architecture Map — auto-generate Mermaid diagrams of your codebase. Use when user wants to visualize architecture, understand code structure, generate diagrams, or document system design.

• Cost

  by @Houseofmvps

  AI Build Cost Tracker — track how much AI is costing you per feature. Use when user wants to track AI spending, understand cost per feature, optimize AI usage, or budget their Claude/GPT costs.

• Webflow Mcp:Custom Code Management

  by @webflow

  Add, review, or remove inline custom scripts on a Webflow site (up to 10,000 chars). Use for analytics, tracking pixels, chat widgets, or any custom JavaScript. Also manages page-level scripts.

• Code Review

  by @Houseofmvps

  Code review with principal-engineer-level depth. Reviews for correctness, performance, security, maintainability, and architecture. Use when completing tasks, reviewing PRs, or before merging.

• Onboard

  by @Houseofmvps

  Instant Project Onboarding — generate a complete onboarding guide for any project. Use when user wants to onboard a new developer, understand a new codebase, or generate project documentation.

• Learn

  by @Houseofmvps

  Manage project learnings across sessions. Save, search, recall, digest, prune, and export learnings that compound over time. Use when user wants to record, recall, or share project knowledge.

• Retro

  by @Houseofmvps

  Sprint retrospective — analyzes git velocity, commit patterns, test health, and shipping cadence. Use after a sprint, at the end of the week, or when the user wants to reflect on progress.

• Rescue

  by @Houseofmvps

  Production Incident Commander — diagnose and recover from production incidents. Use when something is broken in production, site is down, errors spiking, or user reports a critical bug.

• Sprint

  by @Houseofmvps

  Sprint workflow pipeline — chains plan → build → test → review → ship skills into a structured sprint. Use when starting a new feature or project iteration to follow the full lifecycle.

• Canary

  by @Houseofmvps

  Post-deploy canary monitoring — checks site health, detects regressions, monitors for errors after deployment. Use after deploying to verify production is healthy.

• Investigate

  by @Houseofmvps

  Root cause investigation — structured debugging with module freeze. No fixes without investigation. Use when encountering any bug, error, or unexpected behavior.

• Release

  by @Houseofmvps

  Generate changelog from commits, bump version, create GitHub release, publish to npm. Use when user wants to release, publish, or ship a new version.

• Perf Audit

  by @Houseofmvps

  Run Lighthouse performance audit with auto-fix for common issues. Use when user wants to check or improve site performance.

• Chrome Devtools

  by @einverne

  Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automation, and…

• Docs Seeker

  by @einverne

  Searching internet for technical documentation using llms.txt standard, GitHub repositories via Repomix, and parallel exploration. Use when user needs: (1) Latest documentation for libraries/frameworks, (2) Documentation in…

• Gemini Document Processing

  by @einverne

  Guide for implementing Google Gemini API document processing - analyze PDFs with native vision to extract text, images, diagrams, charts, and tables. Use when processing documents, extracting structured data, summarizing PDFs,…

• Gemini Image Gen

  by @einverne

  Guide for implementing Google Gemini API image generation - create high-quality images from text prompts using gemini-2.5-flash-image model. Use when generating images, creating visual content, or implementing text-to-image…

• Gemini Vision

  by @einverne

  Guide for implementing Google Gemini API image understanding - analyze images with captioning, classification, visual QA, object detection, segmentation, and multi-image comparison. Use when analyzing images, answering visual…

• Systematic Debugging

  by @einverne

  Four-phase debugging framework that ensures root cause investigation before attempting fixes. Never jump to solutions.

• Shopify

  by @einverne

  Guide for implementing Shopify apps, extensions, themes, and integrations using GraphQL/REST APIs, Shopify CLI, Polaris UI, and various extension types (Checkout, Admin, POS). Use when building Shopify apps, implementing…

• Cloudflare R2

  by @einverne

  Guide for implementing Cloudflare R2 - S3-compatible object storage with zero egress fees. Use when implementing file storage, uploads/downloads, data migration to/from R2, configuring buckets, integrating with Workers, or…

• Dev Agent

  by @frumu-ai

  Analyze repositories, implement code changes, run tests, and optionally commit.

• Root Cause Tracing

  by @einverne

  Systematically trace bugs backward through call stack to find original trigger

• Mongodb

  by @einverne

  Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when working with MongoDB…

• Cloudflare Browser Rendering

  by @einverne

  Guide for implementing Cloudflare Browser Rendering - a headless browser automation API for screenshots, PDFs, web scraping, and testing. Use when automating browsers, taking screenshots, generating PDFs, scraping dynamic…

• Bio Nextflow Manager

  by @frumu-ai

  Run nf-core bioinformatics pipelines (rnaseq, sarek, atacseq) on sequencing data. Use when analyzing RNA-seq, WGS/WES, or ATAC-seq data—either local FASTQs or public datasets from GEO/SRA. Triggers on nf-core, Nextflow, FASTQ…

• Cloudflare Workers

  by @einverne

  Comprehensive guide for building serverless applications with Cloudflare Workers. Use when developing Workers, configuring bindings, implementing runtime APIs, testing Workers, using Wrangler CLI, deploying to production, or…

• Repomix

  by @einverne

  Guide for using Repomix - a powerful tool that packs entire repositories into single, AI-friendly files. Use when packaging codebases for AI analysis, generating context for LLMs, creating codebase snapshots, analyzing…

• Nextjs

  by @einverne

  Guide for implementing Next.js - a React framework for production with server-side rendering, static generation, and modern web features. Use when building Next.js applications, implementing App Router, working with server…

• Cloudflare

  by @einverne

  Guide for building applications on Cloudflare's edge platform. Use when implementing serverless functions (Workers), edge databases (D1), storage (R2, KV), real-time apps (Durable Objects), AI features (Workers AI, AI Gateway),…

• Turborepo

  by @einverne

  Guide for implementing Turborepo - a high-performance build system for JavaScript and TypeScript monorepos. Use when setting up monorepos, optimizing build performance, implementing task pipelines, configuring caching…

• Imagemagick

  by @einverne

  Guide for using ImageMagick command-line tools to perform advanced image processing tasks including format conversion, resizing, cropping, effects, transformations, and batch operations. Use when manipulating images…

• Shadcn Ui

  by @einverne

  Guide for implementing shadcn/ui - a collection of beautifully-designed, accessible UI components built with Radix UI and Tailwind CSS. Use when building user interfaces, adding UI components, or implementing design systems in…

• Development Estimation

  by @frumu-ai

  Use when estimating time, effort, cost, or complexity for features, projects, refactors, and bug backlogs. Produces defensible estimates via triage, decomposition, risk handling, and confidence intervals, with clear assumptions…

• Better Auth

  by @einverne

  Guide for implementing Better Auth - a framework-agnostic authentication and authorization framework for TypeScript. Use when adding authentication features like email/password, OAuth, 2FA, passkeys, or advanced auth…

• Debug Helper

  by @einverne

  Systematic debugging strategies, troubleshooting methodologies, and problem-solving techniques for code and system issues. Use when the user encounters bugs, errors, or unexpected behavior and needs help diagnosing and resolving…

• Performance Optimizer

  by @einverne

  Performance analysis, profiling techniques, bottleneck identification, and optimization strategies for code and systems. Use when the user needs to improve performance, reduce resource usage, or identify and fix performance…

• Git Workflow

  by @einverne

  Provides expert guidance on Git operations including branch management, commit best practices, merge conflicts, and version control workflows. Use when the user needs help with Git commands, workflows, or resolving repository…

• Dotfiles Manager

  by @einverne

  Comprehensive knowledge of dotfiles management, configuration file organization, symlink strategies, and cross-platform environment setup. Use when the user needs to organize, sync, or deploy dotfiles and development…

• Test Expert

  by @einverne

  Testing methodologies, test-driven development (TDD), unit and integration testing, and testing best practices across multiple frameworks. Use when the user needs to write tests, implement TDD, or improve test coverage and…

• Shell Scripting

  by @einverne

  Specialized knowledge of Bash and Zsh scripting, shell automation, command-line tools, and scripting best practices. Use when the user needs to write, debug, or optimize shell scripts or work with command-line tools.

• Enterprise Search Knowledge

  by @frumu-ai

  Combines search results from multiple sources into coherent, deduplicated answers with source attribution. Handles confidence scoring based on freshness and authority, and summarizes large result sets effectively.

• Intent To Mission Blueprint

  by @frumu-ai

  Convert human operational intent into a Tandem mission blueprint with phased workstreams, explicit handoffs, reusable outputs, and recurrence-aware setup.

• Enterprise Knowledge Synthesis

  by @frumu-ai

  Combines search results from multiple sources into coherent, deduplicated answers with source attribution.

• Simplification Cascades

  by @einverne

  Find one insight that eliminates multiple components - "if this is true, we don't need X, Y, or Z"

• When Stuck Problem Solving Dispatch

  by @einverne

  Dispatch to the right problem-solving technique based on how you're stuck

• Git Commit Formatter

  by @einverne

  生成符合 Conventional Commits 规范的 Git 提交信息。当用户要求生成提交、创建 commit 或写提交信息时使用

• Verification Before Completion

  by @einverne

  Run verification commands and confirm output before claiming success

• Data Build Dashboard

  by @frumu-ai

  Build an interactive HTML dashboard with charts, filters, and tables

• Defense In Depth Validation

  by @einverne

  Validate at every layer data passes through to make bugs impossible

• Code Reviewer

  by @einverne

  进行系统化的代码审查，检查代码质量、安全性和性能。当用户要求审查代码、review 或检查代码时使用

• React Component Generator

  by @einverne

  生成符合项目规范的 React 组件。当用户要求创建组件、新建 React 组件或生成组件文件时使用

• Deploy Staging

  by @einverne

  将当前分支部署到测试环境。当用户要求部署、发布到测试或在 staging 环境测试时使用

• InputOTP

  by @lynx-family

  Build headless, configurable-length OTP, PIN, and verification-code inputs with lynx-ui InputOTP.

• LazyComponent

  by @lynx-family

  Provide the information about the `<LazyComponent>`. Show the common use cases, basic usage, and critical development Advises.

• Dx Audit

  by @mblode

  Audits libraries, CLIs, and SDKs using 38 rules for public contracts, package exports, piped output, errors, and configuration. Use when asked to "audit my CLI", "review my SDK", or diagnose package type resolution. For public…

• Ax Audit

  by @mblode

  Audits agentic products for tool parity, authority, approval payloads, recovery, and trust using 27 rules and a ship verdict. Use when asked for an "AX audit", to review an agent approval flow, or whether an agent can operate…

• Codebase Architecture

  by @mblode

  Designs module contracts, deepens existing boundaries, and installs enforceable repository guardrails. Use when asked to "design the architecture", "simplify our modules", or "harden the repo". For one feature plan use planning;…

• Pr Babysitter

  by @mblode

  Monitors or repairs an open GitHub PR: CI failures, conflicts, review threads, and merge readiness, reporting state changes. Use when asked to "watch this PR", "fix CI", "resolve conflicts", or "address review comments". For PR…

• Planning

  by @mblode

  Creates and reviews executable implementation plans grounded in repository evidence, with vertical slices, explicit decisions, and verification criteria. Use when asked to "plan this feature", "stress-test this plan", "grill…

• Multi Tenant Architecture

  by @mblode

  Designs tenant isolation, hostname routing, custom-domain lifecycle, and plan limits on Cloudflare or Vercel. Use when asked to "isolate tenant data", "support custom domains", "build a white-label platform", or assess PSL…

• Pr Reviewer

  by @mblode

  Reviews a diff or security scope read-only using evidence-tiered findings, structural and context-error rubrics, and repository review policy. Use when asked to "review my changes", "structural review", "review for AI patterns",…

• Chat History

  by @mblode

  Recovers decisions, previous fixes, research, and subsequent actions from past AI conversations. Use when asked to "search past chats", "we fixed this before", "what followed this prompt", "why did the plan change", or use…

• Agents Md

  by @mblode

  Audits and edits agent instruction files, verifies repository commands, and connects AGENTS.md and CLAUDE.md without duplicate sources. Use when asked to "improve my AGENTS.md", "write a CLAUDE.md", or make instructions work…

• Agent Ready

  by @mblode

  Implements agent-readiness on public sites and docs from Mintlify Agent Score, AFDocs, Is Agentic, and Is It Agent Ready reports. Covers llms.txt, markdown negotiation, OpenAPI errors, rate-limit headers, MCP discovery, and…

• Scaffold Cli

  by @mblode

  Scaffolds a TypeScript CLI and npm package with the house toolchain, dual tsdown outputs, CLI contracts, changesets, and publishing templates. Use when asked to "scaffold a CLI" or "start an npm package". For an existing package…

• Scaffold Nextjs

  by @mblode

  Scaffolds a Next.js turborepo with Blode UI, icons, Ultracite (oxlint/shadcn), workspace hooks, and GitHub/Vercel setup. Use when asked to "create a Next.js project", "bootstrap a turborepo", or "start a new web app". For a page…

• Autoship

  by @mblode

  Runs a changesets npm release through the version PR, CI publish, and registry verification. Use when asked to "release this package", "autoship", "merge Version Packages", or diagnose a release that did not publish. For feature…

• Pr Creator

  by @mblode

  Creates or updates GitHub PRs with house-style titles and bodies, issue linking, repository templates, and draft state. Use when asked to "create a PR", "rewrite the PR description", or "polish this PR". For code fixes use tidy;…

• Tidy

  by @mblode

  Applies diff-scoped simplifications using reuse, ownership, efficiency, and test-value checks, including actionable review findings. Use when asked to "tidy this", "simplify my diff", or "apply the review findings". For a…

• R3f Shaders

  by @EnzeD

  Implement custom GLSL or TSL materials in React Three Fiber, including uniforms and vertex deformation. Use for shader code and shader debugging, rather than ordinary PBR settings or composer effects.

• R3f Materials

  by @EnzeD

  Choose and configure React Three Fiber surface materials, PBR, transparency, and transmission. Use for mesh appearance and material cost; use shader guidance for custom GLSL or TSL code.

• R3f Lighting

  by @EnzeD

  Light React Three Fiber scenes with direct lights, environment maps, and shadows. Use for light placement, image-based lighting, shadow artifacts, and lighting performance.

• Network Tracing

  by @nexus-labs-automation

  Instrument API requests with spans and distributed tracing. Use when tracking request latency, correlating client-backend traces, or debugging API issues.

• Crash Instrumentation

  by @nexus-labs-automation

  Set up crash instrumentation with actionable context. Use when configuring crash capture, error boundaries, or breadcrumb strategies.

• Session Replay

  by @nexus-labs-automation

  Set up session replay for visual debugging. Use when implementing screen recording, replay features, or visual debugging tools.

• Memory

  by @686f6c61

  This skill should be used when the user asks to record a design decision, search past project decisions, inspect the Alfred memory timeline, or work with the alfred-memory MCP server. Use it to call the namespaced MCP tools…

• Sbom Generate

  by @686f6c61

  Usar para generar Software Bill of Materials para cumplimiento del CRA. También: Software Bill of Materials, inventario de componentes, CycloneDX, SPDX, cadena de suministro.

• Compliance Check

  by @686f6c61

  Usar para verificar cumplimiento RGPD, NIS2 y CRA. También: verificar RGPD, cumplimiento normativo, NIS2, CRA, Cyber Resilience Act, protección de datos, regulación europea.

• Pr Workflow

  by @686f6c61

  Crear pull requests completas con descripcion, labels y reviewers

• Apollo Client

  by @apollographql

  Guide for building React applications with Apollo Client 4.x. Use this skill when: (1) setting up Apollo Client in a React project, (2) writing GraphQL queries or mutations with hooks, (3) configuring caching or cache policies,…

• Neo4j Cypher Skill

  by @neo4j-contrib

  Generates, optimizes, and validates Cypher 25 queries for Neo4j 2025.x and 2026.x. Use when writing new Cypher queries, optimizing slow queries, graph pattern matching, vector or fulltext search, subqueries, or batch writes.…

• Apollo Ios

  by @apollographql

  Guide for building Apple-platform applications with Apollo iOS, the strongly-typed GraphQL client for Swift. Use this skill when: (1) adding Apollo iOS to a Swift Package Manager or Xcode project, (2) configuring…

• Rust Best Practices

  by @apollographql

  Guide for writing idiomatic Rust code based on Apollo GraphQL's best practices handbook. Use this skill when: (1) writing new Rust code or functions, (2) reviewing or refactoring existing Rust code, (3) deciding between…

• Neo4j Migration Skill

  by @neo4j-contrib

  Migrates Neo4j driver code and Cypher queries from older versions (4.x, 5.x) to current (2025.x/2026.x, Cypher 25). Covers Python, JavaScript/Node.js, Java, .NET, and Go drivers — package renames, removed APIs, version…

• Apollo Server

  by @apollographql

  Guide for building GraphQL servers with Apollo Server 5.x. Use this skill when: (1) setting up a new Apollo Server project, (2) writing resolvers or defining GraphQL schemas, (3) implementing authentication or authorization, (4)…

• Neo4j Aura Provisioning Skill

  by @neo4j-contrib

  Provisions and manages Neo4j Aura instances via CLI (aura-cli v1.7+) or REST API. Use when creating, pausing, resuming, resizing, or deleting AuraDB Free/Professional/Business Critical/VDC instances; downloading credentials;…

• Neo4j Driver Python Skill

  by @neo4j-contrib

  Neo4j Python Driver v6 — driver lifecycle, execute_query, managed and explicit transactions, async (AsyncGraphDatabase), result handling, data type mapping, error handling, UNWIND batching, connection pool tuning, and causal…

• Neo4j Driver Javascript Skill

  by @neo4j-contrib

  Neo4j JavaScript/TypeScript Driver v6 — driver lifecycle, executeQuery, managed transactions (executeRead/executeWrite), session.run, Integer handling, JSON serialization, record access, async/await patterns, TypeScript types,…

• Neo4j Graphrag Skill

  by @neo4j-contrib

  Build GraphRAG retrieval pipelines on Neo4j using the neo4j-graphrag Python package (v1.16.0+). Covers retriever selection (VectorRetriever, HybridRetriever, VectorCypherRetriever, HybridCypherRetriever, Text2CypherRetriever,…

• Neo4j Import Skill

  by @neo4j-contrib

  Import structured data into Neo4j — LOAD CSV, CALL IN TRANSACTIONS, neo4j-admin database import full (offline bulk), apoc.load.csv/json, apoc.periodic.iterate, driver batch writes. Covers method selection, header file format,…

• Neo4j Driver Dotnet Skill

  by @neo4j-contrib

  Neo4j .NET Driver v6 — IDriver lifecycle, DI registration (singleton), ExecutableQuery fluent API, ExecuteReadAsync/ExecuteWriteAsync managed transactions, IResultCursor (FetchAsync/ ToListAsync), record value access…

• Apollo Router Plugin Creator

  by @apollographql

  Guide for writing Apollo Router native Rust plugins. Use this skill when: (1) users want to create a new router plugin, (2) users want to add service hooks (router_service, supergraph_service, execution_service,…

• Apollo Federation

  by @apollographql

  Guide for authoring Apollo Federation subgraph schemas. Use this skill when: (1) creating new subgraph schemas for a federated supergraph, (2) defining or modifying entities with @key, (3) sharing types/fields across subgraphs…

• Neo4j Nvl Skill

  by @neo4j-contrib

  Neo4j Visualization Library (NVL) — framework-agnostic graph rendering for the browser. Covers @neo4j-nvl/base (NVL class, nodes/relationships, Canvas vs WebGL renderer), @neo4j-nvl/interaction-handlers (ZoomInteraction,…

• Neo4j Gds Skill

  by @neo4j-contrib

  Neo4j Graph Data Science (GDS) embedded plugin via Python client or Cypher — covers GraphDataScience, gds.v2 plugin endpoints, gds.version, native projection, Cypher projection, graph catalog operations,…