Software Development AI agent skills

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

• Agent Workflow

  by @sharpdeveye

  Use when any Maestro command is invoked — provides foundational workflow design principles across prompt engineering, context management, tool orchestration, agent architecture, feedback loops, knowledge systems, and guardrails.

• HuskarUI

  by @mengps

  Queries HuskarUI metadata with Python and guides HuskarUI-first QML/C++ code. Invoke when choosing components, checking examples, or generating HuskarUI UI.

• Angular Testing

  by @analogjs

  DEPRECATED - this skill is unmaintained. Use the official Angular skills at https://github.com/angular/skills instead. Write unit and integration tests for Angular v20+ applications using Vitest or Jasmine with TestBed and…

• Angular Component

  by @analogjs

  DEPRECATED - this skill is unmaintained. Use the official Angular skills at https://github.com/angular/skills instead. Create modern Angular standalone components following v20+ best practices. Use for building UI components…

• Zero Defect

  by @sharpdeveye

  Use when you need maximum precision on a critical task — production deployments, security-sensitive code, financial calculations, or any work where mistakes are unacceptable.

• Calibrate

  by @sharpdeveye

  Use when workflow components are inconsistent, naming conventions vary, or a new team member's work needs alignment to project standards.

• Docx

  by @LeastBit

  全面的文档创建、编辑和分析功能，支持修订追踪、批注、格式保留和文本提取。当 Claude 需要处理专业文档（.docx 文件）时使用：(1) 创建新文档，(2) 修改或编辑内容，(3) 处理修订追踪，(4) 添加批注，或其他任何文档任务

• Pdf

  by @LeastBit

  全面的 PDF 操作工具包，用于提取文本和表格、创建新 PDF、合并/拆分文档以及处理表单。当 Claude 需要填写 PDF 表单或以编程方式大规模处理、生成或分析 PDF 文档时使用。

• Mcp Builder

  by @LeastBit

  构建高质量 MCP（模型上下文协议）服务器的指南，使 LLM 能够通过精心设计的工具与外部服务交互。在使用 Python (FastMCP) 或 Node/TypeScript (MCP SDK) 构建 MCP 服务器以集成外部 API 或服务时使用。

• Slack Gif Creator

  by @LeastBit

  用于创建针对 Slack 优化的动画 GIF 的知识和工具集。提供约束条件、验证工具和动画概念。当用户请求为 Slack 创建动画 GIF 时使用，例如"为 Slack 制作一个 X 做 Y 的 GIF"。

• Webapp Testing

  by @LeastBit

  使用 Playwright 与本地 Web 应用程序交互及进行测试的工具包。支持验证前端功能、调试 UI 行为、捕获浏览器截图以及查看浏览器日志。

• Web Artifacts Builder

  by @LeastBit

  用于使用现代前端 Web 技术（React、Tailwind CSS、shadcn/ui）创建复杂的、多组件的 claude.ai HTML artifact 的工具套件。适用于需要状态管理、路由或 shadcn/ui 组件的复杂 artifact - 不适用于简单的单文件 HTML/JSX artifact。

• Algorithmic Art

  by @LeastBit

  使用 p5.js 创建带有种子随机性和交互式参数探索的算法艺术。当用户请求使用代码创建艺术、生成艺术、算法艺术、流场或粒子系统时使用此技能。创作原创算法艺术，而不是复制现有艺术家的作品，以避免版权侵犯。

• Reddit Thread Fit Check

  by @unifapi-agent

  When the user wants to decide which Reddit threads are worth replying to, citing, monitoring, or avoiding based on relevance, subreddit rules, conversation intent, and outreach risk. Also use on "Reddit thread fit," "is this…

• Security Detection Rule Management

  by @elastic

  Create, tune, and manage Elastic Security detection rules (SIEM and Endpoint). Use for false positives, exceptions, new coverage, noisy rules, or rule management via Kibana API.

• Elasticsearch Anomaly Detection Explainer

  by @elastic

  Explain Elasticsearch ML anomaly detection scores, model behavior, and result interpretation. Use when the user asks why a score is high or low, how the model learns, what the numbers mean, or how to troubleshoot unexpected…

• Caveman Compress

  by @stevesolun

  Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version overwrites the original file.…

• Diagnosing Bugs

  by @stevesolun

  Diagnose hard bugs and performance regressions with reproducible evidence, focused hypotheses, and proportional instrumentation. Use when something is broken, failing, throwing, intermittently wrong, or unexpectedly slow.

• Codebase Design

  by @stevesolun

  Design or improve module interfaces using deep-module heuristics. Use when deciding where a seam belongs, reducing caller-facing complexity, improving testability or navigability, or comparing module designs.

• Triage

  by @stevesolun

  Classify and advance issues or external pull requests through the configured triage workflow. Use explicitly to inspect queues, evaluate an item, recommend a state, or apply an authorized transition.

• Tdd

  by @stevesolun

  Apply test-driven development with small, behavior-focused feedback loops. Use when the user asks to build or fix something test-first, mentions red-green-refactor, or wants integration tests.

• Prototype

  by @stevesolun

  Build a throwaway prototype to flesh out a design before committing to it. Routes between two branches — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from…

• Improve Codebase Architecture

  by @stevesolun

  Analyze a codebase for high-leverage architectural improvements and explain evidence, tradeoffs, and next steps. Use explicitly for architecture audits or deep-module refactoring opportunities.

• Code Review

  by @stevesolun

  Review a Git diff against repository standards and its originating requirements. Use for pull requests, branches, work-in-progress changes, or changes since a commit, tag, or merge-base.

• Writing Great Skills

  by @stevesolun

  Design or revise concise skills with clear triggers, proportional constraints, progressive disclosure, and realistic validation.

• Resolving Merge Conflicts

  by @stevesolun

  Resolve an in-progress Git merge or rebase conflict while preserving the relevant intent of both sides. Use when conflict markers or an interrupted merge/rebase need investigation and resolution.

• Implement

  by @stevesolun

  Implement work from a spec, ticket, or agreed conversation. Use explicitly when the user wants an existing plan carried through to working code.

• Cavecrew

  by @stevesolun

  Decision guide for delegating to caveman-style subagents. Tells the main thread WHEN to spawn `cavecrew-investigator` (locate code), `cavecrew-builder` (1-2 file edit), or `cavecrew-reviewer` (diff review) instead of doing the…

• Caveman Commit

  by @stevesolun

  Ultra-compressed commit message generator. Cuts noise from commit messages while preserving intent and reasoning. Conventional Commits format. Subject ≤50 chars, body only when "why" isn't obvious. Use when user says "write a…

• Toolbox

  by @stevesolun

  Pre/post dev toolbox — named bundles of skills/agents loaded before development work and councils of experts invoked after. Run /toolbox or the toolbox.py CLI to list, activate, initialize, export, import, and validate…

• Ctx Verify

  by @stevesolun

  Select proportional validation for changes or reviews in the ctx repository. Use before handing off material code, workflow, migration, documentation, security, packaging, or release changes; before a PR; or when asked whether a…

• Caveman Review

  by @stevesolun

  Ultra-compressed code review comments. Cuts noise from PR feedback while preserving the actionable signal. Each comment is one line: location, problem, fix. Use when user says "review this PR", "code review", "review the diff",…

• Repo Stats Autoupdate

  by @stevesolun

  Keeps README badge + inline counts in sync with the real number of skills, agents, graph nodes/edges, communities, converted pipelines, and test inventory. Runs automatically on every commit via a git pre-commit hook. Use when…

• No Mistakes

  by @stevesolun

  Validate committed feature-branch changes through the no-mistakes pipeline: intent, rebase, review, test, docs, lint, push, PR, and CI. Use when the user asks to run no-mistakes, ship safely, validate before pushing, or gate a…

• Lat Md Knowledge Graph

  by @stevesolun

  Design or audit a repo-local markdown knowledge graph with wiki links, source-code backlinks, drift checks, and searchable sections. Use when AGENTS.md/CLAUDE.md is too flat for a large codebase or when a custom harness needs…

• To Prd

  by @stevesolun

  Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.

• Baoyu Comic

  by @ECNU-ICALK

  Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and sequential image generation. Use when user asks to create "知识漫画", "教育漫画", "biography comic",…

• Baoyu Image Gen

  by @ECNU-ICALK

  AI image generation with OpenAI, Google, DashScope and Replicate APIs. Supports text-to-image, reference images, aspect ratios. Sequential by default; parallel generation available on request. Use when user asks to generate,…

• Baoyu Url To Markdown

  by @ECNU-ICALK

  Fetch any URL and convert to markdown using Chrome CDP. Supports two modes - auto-capture on page load, or wait for user signal (for pages requiring login). Use when user wants to save a webpage as markdown.

• Changelog Generator

  by @ECNU-ICALK

  Generates user-facing changelogs and release notes from git commit history. Parses conventional commits, categorizes changes into features, fixes, breaking changes, and more, then rewrites technical messages into…

• Langsmith Fetch

  by @ECNU-ICALK

  Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance.…

• Twitter Algorithm Optimizer

  by @ECNU-ICALK

  Analyze and optimize tweets for maximum reach using Twitter's open-source algorithm insights. Rewrite and edit user tweets to improve engagement and visibility based on how the recommendation system ranks content.

• Connect

  by @ECNU-ICALK

  Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.

• Tailored Resume Generator

  by @ECNU-ICALK

  Analyzes job descriptions and generates tailored resumes that highlight relevant experience, skills, and achievements to maximize interview chances

• Story Setup

  by @uu201

  网文写作工具集基础设施部署。将 hooks/rules/agents/CLAUDE.md 等基础设施部署到用户项目目录。 触发方式：/story-setup、「准备写书」「帮我搭一下环境」「配置写作项目」

• Diffdock

  by @jimmc414

  Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design. Not for affinity prediction.

• Bioservices

  by @jimmc414

  Primary Python tool for 40+ bioinformatics services. Preferred for multi-database workflows: UniProt, KEGG, ChEMBL, PubChem, Reactome, QuickGO. Unified API for queries, ID mapping, pathway analysis. For direct REST control, use…

• Fluidsim

  by @jimmc414

  Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence,…

• Gget

  by @jimmc414

  CLI/Python toolkit for rapid bioinformatics queries. Preferred for quick BLAST searches. Access to 20+ databases: gene info (Ensembl/UniProt), AlphaFold, ARCHS4, Enrichr, OpenTargets, COSMIC, genome downloads. For advanced…

• Gtars

  by @jimmc414

  High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in…

• Labarchive Integration

  by @jimmc414

  Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for programmatic ELN workflows.

• Matplotlib

  by @jimmc414

  Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SVG, for scientific visualization and publication figures.

• Gene Database

  by @jimmc414

  Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis.

• Esm

  by @jimmc414

  Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when…

• Latchbio Integration

  by @jimmc414

  Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.

• Matchms

  by @jimmc414

  Mass spectrometry analysis. Process mzML/MGF/MSP, spectral similarity (cosine, modified cosine), metadata harmonization, compound ID, for metabolomics and MS data processing.

• Clinvar Database

  by @jimmc414

  Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.

• Medchem

  by @jimmc414

  Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritization and library filtering.

• Kegg Database

  by @jimmc414

  Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug interactions, ID conversion. For Python workflows with multiple databases, prefer bioservices. Use this for…

• Chembl Database

  by @jimmc414

  Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.

• Ensembl Database

  by @jimmc414

  Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.

• Hypogenic

  by @jimmc414

  Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with empirical data, testing hypotheses against…

• Gwas Database

  by @jimmc414

  Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and polygenic risk scores.

• Metabolomics Workbench Database

  by @jimmc414

  Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for metabolomics and biomarker discovery.

• Geo Database

  by @jimmc414

  Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), retrieve SOFT/Matrix files, for transcriptomics and expression analysis.

• Fund Manager Alpha

  by @wbh604

  基金经理深度行为审计引擎。逐笔买卖验尸(拿12个月后走势验对错)、独立决策取证(同门/全市场/热榜三把尺子)、K线战役回放、抄作业指数、被动减仓判定、造神检测、闸门时间轴、年底冲排名、一车多牌、开门批次,产出单文件交互 HTML 报告。当用户要求分析某只基金或基金经理、判断能不能买、经理水平如何、独立性如何、Alpha 是本事还是运气时使用。关键词:基金、基金经理、公募、Alpha、抱团、持仓分析、业绩归因、能不能买。

• Chatgpt Video Editing Setup

  by @Jaycheng1103

  Set up, repair, or verify the local AI short-video environment: video-use, FFmpeg, the Source Han Sans TW subtitle font, ElevenLabs credentials, and optional HyperFrames skills. Use whenever a user asks to install, configure,…

• Shopify App Store Review

  by @Shopify

  Run a pre-submission compliance check against your Shopify app's codebase. Reviews App Store requirements and surfaces likely issues before you submit for official review.

• Ui Aesthetics

  by @pdsuwwz

  Raise frontend visual judgment for web interfaces with a bias toward refined product-grade composition, precise component craftsmanship, disciplined interaction states, controlled motion, and coherent depth systems. Use when…

• Chatbot Mvp Distillation Zh

  by @pdsuwwz

  将 chatgpt-vue3-light-mvp 项目蒸馏为可迁移到其他项目的中文架构指南。适用于设计或实现类似 ChatGPT 的 Web 对话产品，包括 SSE/fetch 流式响应、模型适配器契约、打字机渲染、Markdown/代码/KaTeX/Mermaid 渲染、推理过程展示，以及从本 Vue 3 MVP 迁移到其他项目的方案规划。

• Demo Create

  by @southliu

  基于项目中 .vscode/south.code-snippets 定义的 CRUD 模板，快速生成后台管理系统的标准 CRUD 页面代码。该技能根据用户提供的业务模块信息（如模块名称、API路径、字段配置等），自动生成完整的页面文件（Page）、数据模型文件（Model）和 API 接口文件（Api），支持分页列表页面（demoPage）、独立操作页面（demoOptionPage）两种页面模式。

• Init Project

  by @southliu

  初始化整个项目，清除模板自带的示例内容（src/pages/demo、src/pages/content、src/components/Github、src/servers/content、menus/demo 及相关 i18n），并连带删除代码中的 import 与引用。执行时会先以 dry-run 预览将要删除的文件和将要修改的引用，经用户确认后再真正执行。

• Skill Security Audit

  by @agulli

  Audit the agent's own skill library for malicious, misconfigured, or untrusted SKILL.md files. Use when asked to review skills, audit the skill library, check for prompt injection in skills, or before adding skills from an…

• Awesome Jev

  by @AbdelStark

  Discover and compare Jev and TypeSafe SDKs, integrations, applications, and evaluations. Use when selecting public resources for a typed-decision workflow or checking what evidence exists for a Jev claim.

• Dependency Audit

  by @agulli

  Audit project dependencies for vulnerabilities, license issues, and bloat. Use when asked to check dependencies, audit packages, find vulnerable libraries, or reduce bundle size.

• Data Pipeline

  by @agulli

  Design, build, or debug data processing pipelines. Use when asked to process a dataset, transform data, build an ETL pipeline, schedule batch jobs, or fix data quality issues.

• Performance Profiling

  by @agulli

  Profile and optimize application performance. Use when asked to improve speed, reduce latency, fix memory leaks, find bottlenecks, or optimize a slow function or endpoint.

• Test Generation

  by @agulli

  Generate comprehensive test suites for existing code. Use when asked to write tests, add test coverage, create unit tests, or build integration tests.

• Database Migration

  by @agulli

  Safely run database schema migrations. Use when asked to update database schema, add columns, create tables, run alembic, or apply Django migrations.

• Git Commit

  by @agulli

  Create well-structured git commits with conventional commit messages. Use when asked to commit changes, prepare a commit, or stage and push code.

• Memory

  by @memvid

  Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file

• Mind

  by @memvid

  Claude Mind - Search and manage Claude's persistent memory stored in a single portable .mv2 file

• Uloop Screenshot

  by @hatayama

  Capture Unity Editor windows or Game View rendering as PNG. Use for visual checks, debugging, documentation, or annotated UI element coordinates.

• Uloop Verify Project

  by @hatayama

  Check a Unity project's files without starting Unity: missing or orphaned .meta files, invalid or duplicate GUIDs, leftover merge conflict markers, and a broken Packages/manifest.json. Use after adding, moving, renaming,…

• Uloop Launch

  by @hatayama

  Launch or restart Unity Editor. Use only when Unity is not running or stays frozen after retries — not as a health check after a failed command; it brings the Unity window to the foreground as a side effect.

• Uloop Compile

  by @hatayama

  Compile the Unity project and report errors/warnings. Use after C# edits; to try edits in the running Editor without a domain reload, use hot-reload.

• Uloop Compile Check

  by @hatayama

  Compile C# with the Unity-bundled Roslyn compiler without launching or contacting the Unity Editor; reports errors and warnings only.

• Abide Compile

  by @coldteadotai

  Compile a repository's instruction files (AGENTS.md, CLAUDE.md and friends) into an Abide rubric, then validate and calibrate it.

• Uloop Clear Console

  by @hatayama

  Clear Unity Console entries. Use before compile, tests, or debugging when stale logs would hide the current result.

• Memory

  by @shobcoder

  Persistent, token-efficient project memory. When ON, maintains a `.shob/memory/` folder of structured `.md` files so the full context of the project is NEVER lost across responses, sessions, or context compaction. Uses…

• Web Scraper

  by @shobcoder

  Scrape, crawl, and extract data from websites. Use when users ask to scrape web pages, extract content, crawl websites, or collect data from the internet.

• Science Content Ppt

  by @Unclecheng-li

  将科普内容文本转换为可视化PPT风格网页的完整工作流。当用户输入科普内容并希望生成演示页面时触发。支持两种模式：(1) 默认模式：将科普内容生成为仿PPT轮播的单页HTML动画网页；(2) 流程图模式：使用Animation模板将已生成的AI_Animation.html按平面UI样式重构。模板已内置于Skill中。触发词包括"生成PPT"、"生成演示网页"、"生成流程图"等。

• Market Data

  by @zhongkaifu

  Use only for current stock/share prices, ticker quotes, and financial market movers (gainers, losers, most-traded shares). Needs the app's Network switch on; no API key.

• 1688 88syt

  by @next-1688

  线下B2B交易的得力帮手，一句话搞定全流程操作！无论您是卖家还是买家，只需一句指令，即可轻松完成电子合约（采购单/合同）创建、签署、确认收货、退款等核心操作，全面支持账号状态查询、实名认证、绑卡及交易，让每一步交易流程更清晰、更可控。通过智能化交互，实现交易流程数字化，提升协作效率，保障资金流转安全，助力企业高效运营。专注每一次B2B交易，让生意更稳、更快、更省心！。用户提到 88…

• Caveman Compress

  by @HoangNguyen0403

  Compress natural language memory files (CLAUDE.md, todos, preferences) into caveman format to save input tokens. Preserves all technical substance, code, URLs, and structure. Compressed version overwrites the original file.…

• Common Subagent Driven Development

  by @HoangNguyen0403

  Execute multi-task implementation plans by dispatching a fresh implementer subagent per task with independent review gates. Use when implementing plans, executing multi-task PRs, or transitioning from planning to implementation.

• Common Security Audit

  by @HoangNguyen0403

  Probe for hardcoded secrets, injection surfaces, unguarded routes, business logic flaws, and platform-specific weaknesses across backend (Node, Go, Java, Python, Rust), frontend (React, Angular, Vue), and mobile (iOS, Android,…

• System Design Interview Coaching

  by @HoangNguyen0403

  Runs a timed mock system design round as the interviewer, then scores it as the coach: seven phases on a 45-minute clock, one follow-up on the weakest area, Mermaid sketches in chat, a six-criterion 0-3 rubric with quoted…

• Quality Engineering Selector Stability

  by @HoangNguyen0403

  Cross-stack selector and test-id policy for web and mobile automation. Use when writing or reviewing E2E/UI test locators, or adding data-testid/accessibility identifiers to components.

• Quality Engineering Visual Baseline

  by @HoangNguyen0403

  Captures, masks, compares, and updates screenshot baselines for web and mobile suites, with per-region thresholds and a reviewed-diff rule for every baseline change. Use when a screenshot assertion fails, a baseline needs…