Software Development AI agent skills

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

• Github Skill Forge

  by @YuJunZhiXue

  一个"制造技能的技能"。这个工具自动化了将任意 GitHub 仓库转换为标准化 Trae 技能的全过程，是扩展 AI Agent 能力的核心工具。

• Implement Ag Playbook

  by @AgnosticUI

  Implement a playbook from its PROMPT specification files. Supports both single-framework (PROMPT-REACT.md, etc.) and 3-framework (PROMPT-3-FRAMEWORKS.md) modes.

• Fix Github Issue

  by @AgnosticUI

  Fix a GitHub issue by number. Use when asked to fix GitHub issues.

• Google Calendar

  by @team-attention

  Google 캘린더 일정 조회/생성/수정/삭제. "오늘 일정", "이번 주 일정", "미팅 추가해줘" 요청에 사용. 여러 계정(work, personal) 통합 조회 지원.

• Team Assemble

  by @team-attention

  Analyze tasks and dynamically assemble expert agent teams using Claude Code's TeamCreate API. Scouts your codebase, designs optimal agents, and executes with validation.

• Tech Decision

  by @team-attention

  This skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep analysis for technical decisions. Provides systematic…

• Fetch Tweet

  by @team-attention

  This skill should be used when the user asks to "트윗 가져와", "트윗 번역", "X 게시글 읽어줘", "tweet fetch", "트윗 내용", "트윗 원문", or provides an X/Twitter URL (x.com, twitter.com) and wants to read, translate, or analyze the tweet content. Also…

• Session Wrap

  by @team-attention

  This skill should be used when the user asks to "wrap up session", "end session", "session wrap", "/wrap", "document learnings", "what should I commit", or wants to analyze completed work before ending a coding session.

• Kakaotalk

  by @team-attention

  This skill should be used when the user asks to "카톡 보내줘", "카카오톡 메시지", "KakaoTalk message", "채팅 읽어줘", "~에게 메시지 보내줘", or needs to send/read messages via KakaoTalk on macOS.

• Chart Visualization

  by @stophobia

  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…

• Mcp Builder

  by @warpdotdev

  Build high-quality MCP (Model Context Protocol) servers that let LLMs interact with external services through well-designed tools. Use when creating MCP servers to integrate APIs or services in Python (FastMCP) or…

• Webapp Testing

  by @warpdotdev

  Test local web applications with Playwright. Use when asked to verify frontend functionality, debug UI behavior, capture browser screenshots, or inspect browser logs.

• Github Bug Report Triage

  by @warpdotdev

  Triage GitHub bug reports for actionability. Use when evaluating whether a bug issue has sufficient detail and identifying missing information from the reporter.

• Scheduler

  by @warpdotdev

  Schedule on-device reminders and local actions only. Use this skill to set personal reminders or run lightweight, local tasks at a specific time or interval (e.g., notifications, local scripts), on the user's computer or with…

• Create Pull Request

  by @warpdotdev

  Create a GitHub pull request following project conventions. Use when the user asks to create a PR, submit changes for review, or open a pull request. Handles commit analysis, branch management, and PR creation using the gh CLI…

• Ci Fix

  by @warpdotdev

  Diagnose and fix GitHub Actions CI failures. Inspects workflow runs and logs, identifies root causes, implements minimal fixes, and pushes to a fix branch. Use when CI is failing, red, broken, or needs diagnosis.

• Docs Update

  by @warpdotdev

  Update user-facing documentation when code changes. Use when asked to update docs, review docs, handle documentation changes, run scheduled documentation tasks, or analyze recent commits for documentation needs.

• Slack Qa Investigate

  by @warpdotdev

  Investigate and answer repository questions in read-only mode. Use when asked for research-backed answers that require codebase and documentation investigation without making file changes.

• Web Performance Audit

  by @warpdotdev

  Audit web performance using Chrome DevTools MCP. Use when asked to audit, profile, debug, or optimize page load performance, Lighthouse scores, or site speed.

• Company Research

  by @stophobia

  综合企业背景调研技能，用于尽职调查、合作伙伴评估、投资分析、市场研究等场景。支持公司工商信息、财务数据、法律风险、舆情分析、竞品对比等多维度调研，自动生成Markdown和HTML格式的专业调研报告。触发条件：用户提及"企业调研"、"公司背景"、"尽职调查"、"合作伙伴评估"、"投资分析"、"市场研究"等关键词。

• Signals Migration 6 To 7

  by @rodydavis

  Detailed guidelines, patterns, and rules for migrating codebases from signals.dart version 6.x to version 7.x.

• Signals Preact Dart

  by @rodydavis

  Core reactive programming best practices and primitive definitions for preact_signals in Dart.

• Update Examples Dependencies

  by @rodydavis

  Update all the `./examples` dependencies to the latest repository/third-party versions and fix any compiler or analysis issues.

• Signals Lint

  by @rodydavis

  Standardized compiler diagnostics, static analysis lints, and automated IDE quick-fixes.

• Semantix Guide

  by @Gnosil

  Troubleshoot and configure Semantix capabilities: Skills (project/custom/global/builtin priority, discovery dirs), Commands (override order, /dir:file naming), Hooks (11 events, automatic project loading, matchers, timeouts),…

• Jaspr Js Interop

  by @rodydavis

  Effectively integrate with Javascript when building Jaspr web applications. Use this skill when wrapping an existing JS library, accessing browser-native APIs, or bridging code safely across environments.

• Increase Coverage

  by @rodydavis

  Systematic guidelines for executing code coverage tools, analyzing gaps in testing, and implementing targeted tests to maximize code coverage across the reactive framework.

• Update Preact

  by @rodydavis

  Instructions and guidelines for updating the pinned Preact JS git submodule and synchronizing upstream updates to the Dart preact_signals package.

• Comfyui Node Registry

  by @artokun

  Authoring & publishing ComfyUI custom nodes to the Comfy Registry, covering node structure, pyproject.toml spec, comfy-cli publishing, and CI

• Comfyui Core

  by @artokun

  Core ComfyUI knowledge covering workflow format, node types, pipeline patterns, and MCP tool usage

• Panel Node Pack Sync

  by @artokun

  Keep the ComfyUI sidebar panel node-pack (comfyui-agent-panel) in step with the orchestrator after comfyui-mcp updates. Use this whenever the orchestrator was just updated (install_comfyui (action:"self_update"), npm i -g…

• Comfyui Launch Flags

  by @artokun

  Pick the right ComfyUI startup flags for VRAM, attention, caching, and speed. The full decision matrix for OOM (--novram / --cache-none / --disable-smart-memory), shared-VRAM creep on Windows (--reserve-vram N), model-switching…

• Panel Operations

  by @artokun

  On-demand procedures for the ComfyUI sidebar panel agent that are too long to sit in the system prompt. Read it when a task lands in one of these areas. subgraph boundary rails and blueprint reuse, merging or composing workflows…

• Triton Sageattention

  by @artokun

  Install Triton + SageAttention to accelerate ComfyUI (the sageattn attention_mode and inductor torch.compile used by WanVideoWrapper / many video graphs). Windows-first (triton-windows + woct0rdho prebuilt SageAttention wheels…

• Report Bug

  by @artokun

  Issue reporting is disabled during limited maintenance of comfyui-mcp and the local Agent Panel. When the user hits a defect, explain that no report will be filed and continue helping with the task. Do not call report_issue to…

• Ai Toolkit Trainer

  by @artokun

  Train custom LoRAs with ostris AI-Toolkit. Covers WAN 2.2/2.1 (people, styles, video motion) and Z-Image (Turbo & Base, low-VRAM image LoRAs). Use when the user wants to train a WAN or Z-Image LoRA; covers local + RunPod setup,…

• Installer Packs

  by @artokun

  Use when installing a model family from an installer pack, or when building/deriving a new pack from an upstream installer or a workflow JSON. Explains the manifest-driven packs/ system and tells you to invite the user to…

• Anima Lora Trainer

  by @artokun

  Train a custom anime LoRA on the ANIMA base model with Citron's local Gradio trainer (kohya sd-scripts), <6GB VRAM, character/style LoRAs; covers setup, dataset prep, training params, and using the result in the anima-base…

• Anima Base

  by @artokun

  Anime/illustration text-to-image (ANIMA 1.0, ~2B Cosmos DiT). Use for anime, manga, illustrated characters; accepts Danbooru tags + natural language; runs/trains on <6GB VRAM; includes anime inpainting via Anima-LLLite ControlNet

• Scientific Computing

  by @A-EVO-Lab

  Strategies for scientific computing, numerical methods, bioinformatics/DNA tasks, logic circuit design, algorithmic challenges, and ML training tasks.

• Debug And Fix

  by @A-EVO-Lab

  Strategies for debugging build failures, runtime errors, writing complete output files (ICS/JSON/config), and constraint satisfaction tasks.

• Build Compiled Extensions

  by @A-EVO-Lab

  How to build C/C++/Cython/Fortran extensions and frameworks like Caffe, OpenCV, protobuf-dependent projects from source.

• Systematic Exploration

  by @A-EVO-Lab

  Strategies for avoiding dead ends and premature conclusions. Read this when stuck or when an approach seems to not work.

• Environment Discovery

  by @A-EVO-Lab

  Strategies for quickly discovering what tools, languages, and files are available in a Terminal-Bench container.

• Troubleshooting

  by @artokun

  Common ComfyUI errors and fixes. OOM, missing nodes, dtype mismatches, black images, and debugging strategies

• Skill Usage

  by @A-EVO-Lab

  How to discover, load, and effectively use skills to solve SkillBench tasks.

• Library Skills

  by @tiangolo

  Use Library Skills to discover, install, refresh, repair, check, and manage agent skills from installed packages.

• Seedance

  by @MapleShaw

  Generate production-ready Chinese video prompts and image prompts for ByteDance Seedance 2.0 (即梦), and optionally execute them via the official dreamina CLI. Use when the user mentions "Seedance", "即梦", "视频提示词", "视频生成", "AI视频",…

• Physics System

  by @jame581

  Use when working with physics bodies, collision shapes, raycasting, areas, rigid bodies, ragdolls, soft bodies, Jolt physics, and physics interpolation in Godot 4.3+

• Gdscript Patterns

  by @jame581

  Use when writing GDScript — static typing, await/coroutines, lambdas, match patterns, export annotations, inner classes, and common idioms

• Dependency Injection

  by @jame581

  Use when managing dependencies between systems — autoloads, service locators, @export injection, and scene injection patterns

• Using Godot Prompter

  by @jame581

  Bootstrap skill — establishes how to find and use GodotPrompter skills, with platform-specific tool mapping

• Godot Testing

  by @jame581

  Use when writing tests for Godot projects — TDD workflow with GUT and gdUnit4, covers both GDScript and C#

• Csharp Signals

  by @jame581

  Use when implementing signals in C# — [Signal] delegates, EmitSignal patterns, async signal awaiting, and event-driven architecture

• Godot Debugging

  by @jame581

  Use when debugging Godot projects — remote debugger, print techniques, signal tracing, common error patterns and fixes

• Godot Optimization

  by @jame581

  Use when optimizing Godot games — profiler, draw calls, physics tuning, memory management, and common bottlenecks

• Save Load

  by @jame581

  Use when implementing save/load systems — ConfigFile, JSON, Resource serialization, save game architecture

• Gdscript Advanced

  by @jame581

  Use when writing production-grade GDScript — performance idioms, metaprogramming, @tool lifecycle, async pitfalls, signal/Callable trade-offs, profiler-driven idioms, and common pitfalls

• Mobile Development

  by @jame581

  Use when targeting Android/iOS — export and signing, permissions, plugins, in-app purchases, ads, app lifecycle, device features, and mobile performance

• Export Pipeline

  by @jame581

  Use when exporting and distributing Godot games — export presets, platform settings, CI/CD with GitHub Actions

• Gdextension

  by @jame581

  Use when building native extensions for Godot — godot-cpp (C++) or gdext (Rust), binding classes, building, and GDScript/C# interop

• Limboai

  by @jame581

  Use when using the LimboAI addon — behavior trees and hierarchical state machines (C++ GDExtension) with a visual editor, BTTask subclassing, and a blackboard

• Phantom Camera

  by @jame581

  Use when using the Phantom Camera addon — PhantomCamera2D/3D with priority-based switching, follow and look-at modes, and tween transitions

• Csharp Godot

  by @jame581

  Use when working with C# in Godot — conventions, GodotSharp API differences from GDScript, project setup, and interop

• Releasing Godot Prompter

  by @jame581

  Use when cutting a GodotPrompter release or bumping its version — the version-bump sequence, tag-triggered workflow, and the marketplace manifests that must follow.

• Godot Project Setup

  by @jame581

  Use when creating a new Godot 4.x project — scaffolds recommended directory structure, project settings, autoloads, and .gitignore

• Godot Code Review

  by @jame581

  Use when reviewing GDScript or C# Godot code — checklist of best practices, common anti-patterns, and Godot-specific pitfalls

• Home Assistant Best Practices

  by @homeassistant-ai

  Best practices for HA automations, helpers, scripts, and dashboards. TRIGGER THIS SKILL WHEN: - Creating or editing automations, scripts, scenes, dashboards, blueprints - Choosing template sensors, helpers, or Jinja macros -…

• Improve Codebase Architecture

  by @AvdLee

  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 opportunities, consolidate…

• Diagnose

  by @AvdLee

  Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when user says "diagnose this" / "debug this", reports a bug, says something is…

• Review

  by @AvdLee

  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…

• Product Marketing Context

  by @AvdLee

  When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' or wants to avoid repeating foundational…

• Qa

  by @AvdLee

  Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background for context and domain language. Use when user wants to report bugs, do QA,…

• Request Refactor Plan

  by @AvdLee

  Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue. Use when user wants to plan a refactor, create a refactoring RFC, or break a refactor into safe incremental steps.

• Design An Interface

  by @AvdLee

  Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

• Create Second Brain Prd

  by @coleam00

  Generate a personalized Second Brain PRD from a completed requirements template. Use when the user has filled out my-second-brain-requirements.md and wants to generate their build plan. Triggers on "create my second brain PRD",…

• Bioconductor Basilisk

  by @bioMate-AI

  Installs a self-contained conda instance that is managed by the R/Bioconductor installation machinery. This aims to provide a consistent Python environment that can be used reliably by Bioconductor packages. Functions are also…

• Bioconductor Clusterprofiler

  by @bioMate-AI

  This package supports functional characteristics of both coding and non-coding genomics data for thousands of species with up-to-date gene annotation. It provides a univeral interface for gene functional annotation from a…

• Bioconductor Ebimage

  by @bioMate-AI

  EBImage provides general purpose functionality for image processing and analysis. In the context of (high-throughput) microscopy-based cellular assays, EBImage offers tools to segment cells and extract quantitative cellular…

• Bioconductor Genomicalignments

  by @bioMate-AI

  Provides efficient containers for storing and manipulating short genomic alignments (typically obtained by aligning short reads to a reference genome). This includes read counting, computing the coverage, junction detection, and…

• Bioconductor Mzid

  by @bioMate-AI

  A parser for mzIdentML files implemented using the XML package. The parser tries to be general and able to handle all types of mzIdentML files with the drawback of having less 'pretty' output than a vendor specific parser.…

• Bioconductor Mzr

  by @bioMate-AI

  mzR provides a unified API to the common file formats and parsers available for mass spectrometry data. It comes with a subset of the proteowizard library for mzXML, mzML and mzIdentML. The netCDF reading code has previously…

• Bioconductor Zellkonverter

  by @bioMate-AI

  Provides methods to convert between Python AnnData objects and SingleCellExperiment objects. These are primarily intended for use by downstream Bioconductor packages that wrap Python methods for single-cell data analysis. It…

• Bioconductor Msnbase

  by @bioMate-AI

  MSnbase provides infrastructure for manipulation, processing and visualisation of mass spectrometry and proteomics data, ranging from raw to quantitative and annotated data.

• Yahoo Finance2

  by @gadicc

  Use when building with the yahoo-finance2 TypeScript/Deno/npm library, using its Yahoo Finance data modules, CLI, or MCP server, or contributing to the yahoo-finance2 repository including modules, validation schemas, cached…

• Optim Agent

  by @Optim-Agent

  Use when the user wants to optimize configurable system parameters against a measurable scalar objective, especially for model training, inference, quantitative strategies, reinforcement learning, scientific workflows, or other…

• Anti Detect Browser

  by @antibrow

  Drive Chromium from standard Playwright APIs with a real-device fingerprint applied in the kernel, one persistent isolated profile per identity, and a per-profile proxy whose exit IP sets timezone and WebRTC - JavaScript (npm…

• Multi Account Isolation

  by @antibrow

  Verify that browser profiles are actually isolated from one another instead of assuming it - confirm each profile's timezone agrees with its own exit IP, that WebRTC exposes only the proxy, that canvas and WebGL hashes stay…

• Browser Mcp Agent

  by @antibrow

  Give an AI agent its own real browser over MCP tool calls - launch, navigate, click, fill, screenshot, extract text, run JS - with a kernel-level real-device fingerprint and a persistent profile, so the session stays logged in…

• Awesome Novel

  by @modoojunko

  和 AI 协作写小说的工作流系统。9 个 agent 协作完成从设定到归档的完整写作流程。入口检测 → 初始化/迁移 → 交 novel-agent 调度。适用场景：从零写新小说、导入已有小说。

• Building Components

  by @vercel

  Guide for building modern, accessible, and composable UI components. Use when building new components, implementing accessibility, creating composable APIs, setting up design tokens, publishing to npm/registry, or writing…

• Genai Sdk

  by @GoogleCloudPlatform

  Guides the usage of Gemini API on Google Cloud Vertex AI with the Gen AI SDK. Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI. Covers SDK usage (Python, JS/TS, Go, Java,…

• Quality Flywheel

  by @GoogleCloudPlatform

  Evaluate and improve GenAI models and agents using the Google GenAI Evaluation SDK. Creates eval datasets (from session traces or synthetic generation), selects and configures metrics (RubricMetric, LLMMetric,…

• Liveapi Service

  by @GoogleCloudPlatform

  Generates a LiveAPI client service class in the user's chosen programming language. Use when the user wants to build, scaffold, or integrate a client that connects to the Gemini LiveAPI websocket endpoint (Gemini Enterprise or…

• Menu Migration

  by @asmyshlyaev177

  Detect and upgrade pre-v8 react-horizontal-scrolling-menu patterns that agents trained on older data still generate: destructured visibleElements/isFirstItemVisible/isLastItemVisible/initComplete (removed v6), Separator items,…

• Menu Visibility

  by @asmyshlyaev177

  Track which react-horizontal-scrolling-menu items are on screen: useIsVisible(itemId | 'first' | 'last', defaultValue), useLeftArrowVisible/useRightArrowVisible, the options prop (ratio, rootMargin, threshold),…

• Engineer React Native

  by @suleimanodetoro

  Build, refactor, debug, test, and ship production React Native applications across iOS and Android, including Expo and bare workflows. Use for native navigation, app lifecycle, permissions, deep links, secure storage…

• Engineer React

  by @suleimanodetoro

  Build, refactor, debug, and test production React web applications with clear component boundaries, minimal state, disciplined Effects, resilient async behavior, measured performance, and framework-aware server/client…

• Design Interface

  by @suleimanodetoro

  Design and implement deliberate product interfaces in an existing codebase or a new prototype. Use when asked to create a page, flow, component, landing page, dashboard, mobile-shaped web experience, design system surface, or to…

• Review React Native

  by @suleimanodetoro

  Perform a read-only review of React Native and Expo code for cross-platform correctness, lifecycle safety, navigation and deep-link behavior, native configuration, permissions, device storage, list and thread performance,…