Software Development AI Skills
25,675 open-source Software Development AI skills that teach any AI model a new workflow.
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1688 Shop Health Check
1688 店铺生意体检。基于流量、询盘、成交、商品、客户、广告、风险七大维度进行全面健康诊断(成交维度覆盖成交、订单履约与买家评价,风险维度专注合规扣分),输出总结性结论 + HTML 网页数据报告,支持多店铺批量体检;报告后可基于优先行动建议展示可多选交互卡片,继续执行对应优化动作,并可按条件引导用户设置每日定时体检任务。 本 Skill 的完整流程(意图确认 → 七维度诊断 → 结论输出 →…
Hermes Session Handoff
Use when a Hermes session, profile, machine, or agent must hand ongoing work to a fresh continuation context without losing verified state, decisions, artifacts, blockers, or the exact next action.
Chainlink Data Streams Skill
Helps developers retrieve Chainlink Data Streams reports over REST and WebSocket, including report schemas. A price-feed consumer that uses AggregatorV3Interface or latestRoundData goes to…
Build Fix
TypeScript 및 빌드 에러를 점진적으로 수정하는 워크플로우. 트리거: "빌드 에러", "build error", "컴파일 에러", "tsc 에러", "타입 에러", "빌드 실패", "build fix" 안티-트리거: "런타임 에러", "테스트 실패", "lint 에러만", "배포 에러"
Feel
Capture how the system feels — energy, momentum, burnout, breakthrough. Emotional intelligence for Oracle-human collaboration. Use when user says 'feel', 'how are we', 'energy check', 'burnout',…
Aicore Sdk Java
Generate working Java boilerplate for SAP GenAI Hub using the SAP AI SDK for Java (com.sap.ai.sdk). Covers chat completion, streaming, multi-turn conversations, prompt templates, content filtering,…
Webflow Cli:Code Component
Create and deploy reusable React components for Webflow Designer. Configure existing React projects with webflow.json, build and bundle code, validate output, and deploy to workspace using library…
Cost
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.
Architecture Patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing…
Debug Helper
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…
Correct
Find the mistakes agents keep repeating in this repo and make each one impossible. Try architecture first, then types, then a lint whose error names the fix, then a test, and write docs last. Prove…
Deslop
Clean AI slop and defensiveness out of code and diffs before commit. Strips narrating comments, redundant guards, speculative error handling, unused abstractions, and dead compatibility code.
Browsing Capterra
Use when the user wants to extract software product data from Capterra (capterra.com) — product overview with ratings, category breakdowns, pricing, and description, or a list of individual user…
Frontend Design
Create distinctive, production-grade frontend interfaces with a clear visual direction while respecting project design specification constraints, existing design systems, and minimal-diff engineering…
Security Audit
Proactive security audit: OWASP top 10, dependency vulnerabilities, secrets detection, input validation, auth patterns, and secure defaults. MUST BE USED when user mentions: "security",…
Otel Java
OpenTelemetry in Java — Javaagent zero-code instrumentation, Spring Boot Starter, manual autoconfigure SDK, declarative YAML configuration, BOM dependency management, sensitive-data capture and…
Codebase Architecture
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…
Anti Ai Writing
Use when writing or auditing any written content — captions, carousels, newsletters, threads, LinkedIn posts, long-form — and as the FINAL filter on every piece. Reach for it whenever text feels…
Task Recovery
Recover the result of a timed-out Sonilo generation call using its task_id. Use whenever text_to_sfx, video_to_sfx, video_to_video_music, video_to_video_sfx, video_to_sound, video_to_video_sound,…
Partnerships Manager
Partnerships Manager / Business Development sênior para parcerias estratégicas, alianças tecnológicas, canal de vendas (resellers, integradores), co-marketing, programas de afiliados, marketplace e…
R3f Materials
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.
Em Grid Scorer
Score an Engineering Manager's coverage across all 12 cells of the EM Grid based on their calendar and Slack. Use this skill whenever someone wants to understand where they're spending their…
Konkurssimenettely
Konkurssimenettelyn kulku Suomen konkurssilain (120/2004) mukaan velkojan ja velallisen näkökulmasta. Käytä tätä skilliä, kun käyttäjä valmistelee tai arvioi konkurssihakemusta, on saanut tiedon…
Al Build
Build, package, and deploy AL extensions to Business Central environments. ALDC workflow (Copilot prompt al-build); invoke explicitly.
Email Outreach
Writes personalized cold emails to new prospects: researches each one against the ideal customer profile, never contacts anyone twice, and queues drafts for approval. Use whenever someone wants cold…
Surface Recon
Map an authorized target into evidence-backed contracts and produce a recon report an implementer can build from. Use for web or mobile APIs, login portals, desktop apps, CLIs, SDKs, MCP servers,…
Review
Reviews a change before it is merged, from little or no input. With nothing typed it reviews the branch you are on, uncommitted work included, against its base, its PR and its ticket, so a developer…
Wp Migration Upgrade Review
WordPress migration and upgrade review. Use when reviewing database migrations, option versioning, upgrade routines, data backfills, dbDelta usage, release compatibility, rollback risk, or when user…
Apollo Router Plugin Creator
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,…
Crawlkit
Maintain and release the crawlkit Go library, preserving downstream compatibility for gitcrawl, slacrawl, discrawl, and notcrawl.
Maiat Token Safety
Check if an ERC-20 token is safe before swapping. Detects honeypots, high-tax tokens, and rug pulls. Use before any token swap.
Baoyu Comic
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",…
Bdi Mental States
This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent",…
Http Toolkit Intercept
Intercept and debug HTTP traffic from any CLI, service, or script using HTTP Toolkit. Use when you need to inspect LLM API calls, backend requests, auth flows, or debug network-level issues across any…
Writing Defect Reports
Establish a finding before you publish it, and correct it after — headlines that overstate what actually reproduces at the layer a user sees, reporting code that no entry point can reach or that is…
Cometchat Android V6 Compose Placement
Where the CometChat Android v6 chat UI goes in a Jetpack Compose app — the default conversations→message NavHost flow, growing to the tab-based app (chats/users/groups/calls + detail, thread and…
Node RED
Node-RED visual automation flows for Home Assistant. Covers visual automation, flow JSON, trigger-state, api-call-service, function nodes, context storage, timer patterns, error handling, and…
Nextjs Server Navigation
Guide for implementing navigation in Next.js Server Components using Link component and redirect() function. Covers the difference between server and client navigation methods. Use when adding links,…
Create Package
Use when packaging or sharing Raw agents, tools, skills, hooks, vars or MCP as a .rawpkg, or preparing an updated release. Covers CLI and dashboard exports, recipient inputs and installation checks.
Env Troubleshoot
环境排障技能:结构化排查开发环境问题。 覆盖 Node.js/Python/Docker 环境、依赖安装失败、端口冲突、权限问题等。 触发词:装不上、跑不起来、报错了、环境问题、npm install 失败、Docker 起不来、端口被占。 触发场景:依赖安装失败、服务启动报错、Docker 构建失败、环境变量缺失、版本冲突。…
Dimension Door
Dimension Door is the quick-switch spell: branch to branch, environment to environment, project to project. It is not a migration and it is not discovery. It assumes both endpoints are known,…
Papercut Storyboard
Storyboard a papercut script before any code. Writes the Camera / Cut table, one block per scene with frame-level events on each stressed word, the SFX plan and the proof beat. Use for "storyboard…
Prepare Branch Context
Analyze the current branch's diff from main and related PR to build context for followup requests. Triggers on "prepare context", "branch context", "catch me up", "what's on this branch".
Gptpro Handoff
Run the research/audit handoff loop between an agentic coding harness and a slow, non-agentic frontier reasoning model (GPT Pro on the ChatGPT web UI, or equivalent) with the codebase pre-loaded as…
Gazebo
Build and debug modern Gazebo simulations and their ROS 2 boundary.
Olore Bun Latest
Local Bun documentation reference (latest). Bun is an all-in-one JavaScript toolkit covering runtime, bundler, package manager, test runner, HTTP server, SQLite, SQL, Redis, S3, WebSockets, and…
Inkbox Python
Use when writing Python code that imports from `inkbox`, uses `pip install inkbox`, or when adding email, mailbox imports, phone, text/SMS, iMessage, A2A task/message history, contacts, notes, contact…
Improve Codebase Architecture
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring…
React
Core React 19 patterns including hooks, Suspense, lazy loading, component structure, TypeScript best practices, and performance optimization. Use when working with React components, hooks, lazy…
Mcp Builder
Plan and build MCP servers with agent-friendly tools, schemas, error handling, and evaluation. Use when creating or refactoring MCP integrations.
Spatial Transcriptomics
End-to-end 10x Visium spatial transcriptomics analysis workflow with staged execution and human review gates. Use when the user asks to analyze Visium / spatial transcriptomics data, run spatial…

