软件工程/
共 2,099 个 · 显示前 300 个test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
using-superpowers
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions
requesting-code-review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
receiving-code-review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and…
bun-runtime
Bun as runtime, package manager, bundler, and test runner. When to choose Bun vs Node, migration notes, and Vercel support.
investor-materials
创建和更新宣传文稿、一页简介、投资者备忘录、加速器申请、财务模型和融资材料。当用户需要面向投资者的文件、预测、资金用途表、里程碑计划或必须在多个融资资产中保持内部一致性的材料时使用。
parallel-execution-optimizer
Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent verification lanes without…
verification-loop
verification-loop
benchmark
使用此技能测量性能基线，检测PR前后的回归，并比较堆栈替代方案。
django-celery
DjangoおよびCeleryを使用した非同期タスク処理。タスクキューイング、ワーカー管理、エラー処理、スケジューリング。Redis/RabbitMQ ブローカー統合。
dmux-workflows
複数のAIエージェントとタスク集約ワークフローを調整します。複数のワーカーで作業を分配し、エラーを処理し、結果をマージ。
nextjs-turbopack
Next.js 16+ and Turbopack — incremental bundling, FS caching, dev speed, and when to use Turbopack vs webpack.
orch-refine-code
Orchestrate a behavior-preserving refactor — confirm tests are green, restructure without changing behavior, keep tests green, review, and gated commit. Use when the structure…
skill-comply
可视化技能、规则和代理定义是否被实际遵循——自动生成3种提示严格级别的场景，运行代理，分类行为序列，并报告完整工具调用时间线的合规率
xurl
X/Twitter via xurl CLI: post, search, DM, media, v2 API.
test-driven-development
TDD: enforce RED-GREEN-REFACTOR, tests before code.
codex
Delegate coding to OpenAI Codex CLI (features, PRs).
pytorch-lightning
High-level PyTorch framework with Trainer class, automatic distributed training (DDP/FSDP/DeepSpeed), callbacks system, and minimal boilerplate. Scales from laptop to…
opencode
Delegate coding to OpenCode CLI (features, PR review).
polymarket
Query Polymarket: markets, prices, orderbooks, history.
manim-video
Manim CE animations: 3Blue1Brown math/algo videos.
systematic-debugging
4-phase root cause debugging: understand bugs before fixing.
huggingface-accelerate
Simplest distributed training API. 4 lines to add distributed support to any PyTorch script. Unified API for DeepSpeed/FSDP/Megatron/DDP. Automatic device placement, mixed…
antigravity-cli
Operate the Antigravity CLI (agy): plugins, auth, sandbox.
ascii-art
ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.
blackbox
Delegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result. Requires the blackbox CLI…
blender-mcp
Control Blender directly from Hermes via socket connection to the blender-mcp addon. Create 3D objects, materials, animations, and run arbitrary Blender Python (bpy) code. Use…
chroma
Open-source embedding database for AI applications. Store embeddings and metadata, perform vector and full-text search, filter by metadata. Simple 4-function API. Scales from…
clip
OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and cross-modal retrieval. Trained on 400M image-text pairs. Use for…
domain-intel
Passive domain reconnaissance using Python stdlib. Subdomain discovery, SSL certificate inspection, WHOIS lookups, DNS records, domain availability checks, and bulk multi-domain…
evm
Read-only EVM client: wallets, tokens, gas across 8 chains.
excalidraw
Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).
faiss
Facebook's library for efficient similarity search and clustering of dense vectors. Supports billions of vectors, GPU acceleration, and various index types (Flat, IVF, HNSW). Use…
fitness-nutrition
Expert fitness coach and sports nutritionist skill. Two data sources
optimizing-attention-flash
Optimizes transformer attention with Flash Attention for 2-4x speedup and 10-20x memory reduction. Use when training/running transformers with long sequences (>512 tokens)…
github-code-review
Review PRs: diffs, inline comments via gh or REST.
gitnexus-explorer
Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
google-workspace
Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.
google_meet
Join a Google Meet call, transcribe live captions, optionally speak in realtime, and do the followup work afterwards. Use when the user asks the agent to sit in on a meeting…
heartmula
HeartMuLa: Suno-like song generation from lyrics + tags.
himalaya
Himalaya CLI: IMAP/SMTP email from terminal.
huggingface-hub
HuggingFace hf CLI: search/download/upload models, datasets.
huggingface-tokenizers
Fast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece, and Unigram algorithms. Train custom…
llama-cpp
llama.cpp local GGUF inference + HF Hub model discovery.
llava
Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP vision encoder with Vicuna/LLaMA language models. Supports…
evaluating-llms-harness
lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).
meme-generation
Generate real meme images by picking a template and overlaying text with Pillow. Produces actual .png meme files.
node-inspect-debugger
Debug Node.js via --inspect + Chrome DevTools Protocol CLI.
one-three-one-rule
Structured decision-making format for when a task has multiple viable approaches and the user needs a clear recommendation. Produces a concise problem framing, three options with…
openhands
Delegate coding to OpenHands CLI (model-agnostic, LiteLLM).
parallel-cli
Optional vendor skill for Parallel CLI — agent-native web search, extraction, deep research, enrichment, FindAll, and monitoring. Prefer JSON output and non-interactive flows.
peft-fine-tuning
Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <1% of…
pinecone
Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse), metadata filtering, and namespaces. Low latency (<100ms…
pixel-art
Pixel art w/ era palettes (NES, Game Boy, PICO-8).
pokemon-player
Play Pokemon via headless emulator + RAM reads.
powerpoint
Create, read, edit .pptx decks, slides, notes, templates.
python-debugpy
Debug Python: pdb REPL + debugpy remote (DAP).
qdrant-vector-search
High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG systems requiring fast nearest neighbor search, hybrid search with…
sparse-autoencoder-training
Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering…
searxng-search
Free meta-search via SearXNG — aggregates results from 70+ search engines. Self-hosted or use a public instance. No API key needed. Falls back automatically when the web search…
simplify-code
Parallel 3-agent cleanup of recent code changes.
simpo-training
Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more…
slime-rl-training
Provides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing custom data generation workflows, or needing…
solana
Query Solana blockchain data with USD pricing — wallet balances, token portfolios with values, transaction details, NFTs, whale detection, and live network stats. Uses Solana RPC…
songsee
Audio spectrograms/features (mel, chroma, MFCC) via CLI.
subagent-driven-development
Execute plans via delegate_task subagents (2-stage review).
teams-meeting-pipeline
Operate the Teams meeting summary pipeline via Hermes CLI — summarize meetings, inspect pipeline status, replay jobs, manage Microsoft Graph subscriptions.
telephony
Give Hermes phone capabilities without core tool changes. Provision and persist a Twilio number, send and receive SMS/MMS, make direct calls, and place AI-driven outbound calls…
tensorrt-llm
Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster…
distributed-llm-pretraining-torchtitan
Provides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama 3.1, DeepSeek V3, or custom models at…
fine-tuning-with-trl
TRL: SFT, DPO, PPO, GRPO, reward modeling for LLM RLHF.
weights-and-biases
W&B: log ML experiments, sweeps, model registry, dashboards.
pr-review
Review a PR for correctness, security, code quality, and testing issues. TRIGGER when user asks to review a PR, check PR quality, or give feedback on a PR.
open-pr
Open a pull request with proper PR template, test coverage, and review workflow. Guides agents through creating a PR that follows repo conventions, ensures existing behaviors…
worktree
Set up a new git worktree for parallel development. Creates the worktree, copies .env files, installs dependencies, and generates Prisma client. TRIGGER when user asks to set up…
write-frontend-tests
Analyze the current branch diff against dev, plan integration tests for changed frontend pages/components, and write them. TRIGGER when user asks to write frontend tests, add…
prototype
Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.
tdd
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
diagnosing-bugs
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
migrate-to-shoehorn
Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests, or needs partial test data.
request-refactor-plan
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…
setup-ts-deep-modules
Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its entry-point files. User-invoked.
to-tickets
Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker — edges as text in one…
widget-generator
Generate customizable widget plugins for the prompts.chat feed system
brand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style…
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots…
docx
Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx'…
pptx
Use this skill any time a .pptx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or…
slack-gif-creator
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for…
web-artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts…
backend-code-review
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement…
frontend-code-review
Review Dify frontend code for correctness, accessibility, component design, dify-ui usage, data/query boundaries, performance, and tests. Trigger for `.tsx`, `.ts`, `.js`, UI…
frontend-testing
Write, update, or review Dify frontend tests using Vitest and React Testing Library. Trigger for frontend specs, test coverage requests, regressions, testability, or testing…
how-to-write-component
Use when writing, refactoring, or reviewing React/TypeScript components in Dify web, especially decisions about component ownership, props/types, URL/query state, Jotai state…
claude-opus-4-5-migration
Migrate prompts and code from Claude Sonnet 4.0, Sonnet 4.5, or Opus 4.1 to Opus 4.5. Use when the user wants to update their codebase, prompts, or API calls to use Opus 4.5.…
Writing Hookify Rules
This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance on hookify rule syntax…
codex
OpenAI Codex CLI wrapper — three modes. (gstack)
review
Pre-landing PR review. (gstack)
investigate
Systematic debugging with root cause investigation. (gstack)
careful
Safety guardrails for destructive commands. (gstack)
freeze
Restrict file edits to a specific directory for the session. (gstack)
gstack-openclaw-investigate
Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, stack traces, unexpected behavior, or say something stopped…
guard
Full safety mode: destructive command warnings + directory-scoped edits. (gstack)
gstack
Router for the gstack skill suite. (gstack)
chatgpt-app-builder
Build ChatGPT apps with interactive widgets using mcp-use. Zero-config widget development with automatic registration and built-in React hooks.
azure-openai-to-responses
AUTHORITATIVE GUIDANCE — FOLLOW EXACTLY
ui-styling
Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use…
browser-use
Direct browser control via CDP for web interaction: automation, scraping, testing, screenshots, and site/app work.
x402
Set up Browser Use Cloud payments with x402 — pay per request from a crypto wallet (USDC on Base mainnet), no signup or API key. Two setups it works out up front — "just use it"…
cavecrew
Cavecrew = three subagent presets that emit caveman output. Same job as Anthropic defaults (Explore, edit-style agents, reviewer); difference is the tool-result they return is…
caveman-commit
Write commit messages terse and exact. Conventional Commits format. No fluff. Why over what.
knowledge-agent
Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past…
pathfinder
Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify…
ponytail
Lazy senior dev mode for any coding task (write, refactor, fix, review): YAGNI, stdlib first, no unrequested abstractions. Not for non-coding requests.
api-and-interface-design
Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts…
code-review-and-quality
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality…
code-simplification
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be.…
context-engineering
Optimizes agent context setup. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when you need to configure rules files and…
debugging-and-error-recovery
Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a…
performance-optimization
Optimizes application performance across frontend, backend, queries, and databases. Use when performance requirements exist, when you suspect performance regressions, when Core…
planning-and-task-breakdown
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you…
frontend-dev
Curated from the MiniMax AI team.
frontend-skill
Curated from OpenAI's skills repository.
frontend-slides
Curated from @zarazhangrui.
od-react-export
od-react-export
smoke-test
End-to-end smoke test skill for DeerFlow. Guides through: 1) Pulling latest code, 2) Docker OR Local installation and deployment (user preference, default to Local if Docker…
data-analysis
Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate statistics, create summaries, pivot tables, SQL queries, or any…
blocking-io-guard
Ensure async-path backend code that could block the asyncio event loop is protected by a teeth-verified runtime anchor in tests/blocking_io/. Use when changing backend Python…
music-generation
Use this skill when the user requests to generate, create, compose, or produce music or songs — background music, theme songs, jingles, or instrumental tracks. Generates a song…
skill-reviewer
Reviews DeerFlow skill packages for readiness, triggers, safety boundaries, resources, and evidence. Invoke when users ask to audit, grade, or production-check an existing skill.
vercel-deploy
Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview…
video-generation
Use this skill when the user requests to generate, create, or imagine videos. Supports structured prompts and reference image for guided generation.
code-review
Perform thorough code reviews with security, performance, and maintainability analysis. Use when user asks to review code, check for bugs, or audit a codebase.
Process PDF files - extract text, create PDFs, merge documents. Use when user asks to read PDF, create PDF, or work with PDF files.
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with…
pptx
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content…
slack-gif-creator
Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated…
artifacts-builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts…
SKILL.md
This skill covers running gpt4free as a local LLM server with an OpenAI-compatible REST API, custom model routing (config.yaml), and integration with bots like Clawbot or OpenClaw.
mx-data
基于东方财富权威数据库的金融数据查询工具，支持行情、财务及关联关系数据。
mx-moni
妙想提供的股票模拟组合管理系统，支持持仓查询、买卖操作、撤单、委托查询、历史成交查询和资金查询等功能。通过安全认证的API接口实现真实交易体验。
mx-search
本skill基于东方财富妙想搜索能力，基于金融场景进行信源智能筛选，用于获取涉及时效性信息或特定事件信息的任务，包括新闻、公告、研报、政策、交易规则、具体事件、各种影响分析、以及需要检索外部数据的非常识信息等。避免AI在搜索金融场景信息时，参考到非权威、及过时的信息。
mx-xuangu
本 Skill 支持基于股票选股条件，如行情指标、财务指标等，筛选满足条件的股票；可查询指定行业 / 板块内的股票、上市公司，以及板块指数的成分股；同时支持股票、上市公司、板块 / 指数推荐等相关任务，采用此skill可避免大模型在选股时使用了过时信息。
mx-zixuan
妙想自选管理skill，基于东方财富通行证账户数据及行情底层数据构建，支持通过自然语言查询、添加、删除自选股。
lsp
Use when Codex needs language-server diagnostics, definitions, references, symbols, or rename safety checks in the current workspace.
ast-grep
Use ast-grep (sg) for AST-aware code search and rewrite across 25 languages. Trigger for structural code matching or deterministic codemods: find every function/call/class/import…
coding-agent-sessions
MUST USE when asked to find, read, list, search, inspect, fetch, export, or reconstruct coding-agent sessions across Codex, Claude Code/Desktop, OpenCode, Senpi/pi, OpenClaw…
debugging
MUST USE for any real runtime debugging across ANY language or binary — crashes, silent failures, wrong responses, stuck processes, memory leaks, async misbehavior, unexplained…
get-unpublished-changes
Compare HEAD with the latest published npm versions and list all unpublished changes by release layer. Triggers: unpublished changes, changelog, what changed, whats new.
lcx-contribute-bug-fix
Contribute a verified bug fix for LazyCodex, lazycodex-ai, omo-codex, bundled Codex skills, or upstream Codex CLI bugs. Opens a fork PR only for upstream openai/codex…
lcx-report-bug
Create a high-signal bug issue or PR in the repo that owns the defect. Use this whenever the user asks to report, file, open, or triage a LazyCodex, lazycodex-ai, omo-codex…
omomomo
Easter egg command - about oh-my-opencode. Triggers: omomomo, about, easter egg.
pre-publish-review
Nuclear-grade 16-agent pre-publish release gate. Runs /get-unpublished-changes to detect all changes since last npm release, spawns up to 10 ultrabrain agents for deep per-change…
programming
MUST USE for ANY work on .py .pyi .rs .ts .tsx .mts .cts .go files. One philosophy: strict types, modern stacks (Pydantic v2 / serde+thiserror / Zod / gin+sqlc+pgx+slog), modern…
refactor
Intelligent refactor command. Triggers: refactor, refactoring, cleanup, restructure, extract, simplify, modernize.
remove-ai-slops
Remove AI-generated code smells (slop) from branch changes or an explicit file list. Locks behavior with regression tests FIRST, then runs categorized cleanup via parallel `deep`…
remove-deadcode
Remove unused code from this project with ultrawork mode, LSP-verified safety, atomic commits. Triggers: remove dead code, dead code, cleanup, remove unused.
ultrawork
Binding ultrawork mode directive for omo on Codex. When a prompt contains ultrawork or ulw, the omo UserPromptSubmit hook injects a short bootstrap that points at this file. Read…
ulw-research
Maximum-saturation research orchestration: parallel explore+librarian swarms across codebase, web, official docs, and OSS repos; a recursive EXPAND loop driven by leads workers…
browser-login
Drive an authentication flow once, sanitize cookies through AIDefence, and vault a reusable cookie handle in browser-cookies for future sessions
ddd-aggregate
Scaffold an aggregate root with entity, value objects, repository interface, domain events, and test stubs. Use when adding a new aggregate to an existing bounded context…
tdd-workflow
TDD London School workflow -- mock-first, outside-in test development
agent-coordination
Spawn and coordinate agents for complex multi-agent tasks.
diff-analyze
Analyze git diffs for risk scoring, reviewer recommendations, and change classification. Use when preparing a PR, reviewing a large or cross-module change, or before merging to…
embeddings
Vector embeddings for semantic search and pattern matching with HNSW indexing.
harness-score
5-dimension harness readiness scorecard from `metaharness score <path>`. Returns harnessFit / compileConfidence / taskCoverage / toolSafety / memoryUsefulness + estCostPerRunUsd…
market-ingest
Ingest and normalize market data into OHLCV vectors with HNSW indexing
ruflo-doctor
Run health checks on the Ruflo installation and fix common issues
swarm-init
Initialize a multi-agent swarm with anti-drift configuration. Use when starting a complex multi-file task that needs 3+ coordinated agents (feature implementation, refactor…
design-taste-frontend-v1
The original v1 taste-skill, preserved for projects depending on its exact behavior. The current default is `design-taste-frontend` (v2 experimental), which is a substantial…
vibe-to-agentic-framework
The conceptual framework behind the presentation — what "Vibe Coding to Agentic Engineering" means, why the journey is structured the way it is, and how every slide fits the…
mem0
Mem0 SDK reference covering Python and TypeScript APIs, memory client methods, configuration, and framework integrations. Use when writing code that calls mem0 APIs, configuring…
mem0-dream
Consolidates stored memories by merging duplicates, resolving contradictions, and pruning stale entries. Use when memory count is high, search results feel noisy or repetitive…
mem0-pin
Pins or unpins a memory to protect it from pruning during dream consolidation. Use when a memory is critical and must never be removed, such as architecture decisions, security…
mem0-test-integration
Verifies what /mem0-integrate produced. Runs in the same workspace,
mem0-vercel-ai-sdk
Memory-enhanced AI provider for Vercel AI SDK. Automatically retrieves and stores memories during LLM calls.
add-lang
Add tree-sitter language support to codegraph end-to-end — wire the grammar + extractor, write tests, then benchmark extraction quality and retrieval value on 3 popular…
cherry-pr-test
Test Cherry Studio PRs by checking out the branch, launching the Electron app in debug mode, and running interactive UI tests via CDP.
update-setup
One-time setup wizard for the nanobot upgrade skill. Triggers: setup update, configure update, 切设置更新, 初始化更新.
cli-anything-adguardhome
Network-wide ad blocking and DNS management via the AdGuard Home REST API. Designed for AI agents and power users who need to manage filtering, DNS rewrites, clients, DHCP, and…
cli-anything-audacity
A stateful command-line interface for audio editing, following the same patterns as the GIMP and Blender CLIs in this repo.
cli-anything-gimp
A stateful command-line interface for image editing, built on Pillow. Designed for AI agents and power users who need to create and manipulate images without a GUI.
cli-anything-iterm2
Provides the cli-anything-iterm2 commands — the only way to actually send text to iTerm2 sessions, read live terminal output and scrollback history, manage windows/tabs/split…
cli-anything-libreoffice
A stateful command-line interface for document editing, producing real ODF files (ZIP archives with XML). Designed for AI agents and power users who need to create and manipulate…
cli-anything-lldb
Stateful LLDB debugging via LLDB Python API
cli-anything-macrocli
The MacroCLI converts valuable GUI workflows into parameterized,
cli-anything-mubu
Canonical packaged entrypoint for the Mubu live bridge.
cli-anything-nslogger
CLI harness for NSLogger — parse, filter, export, and monitor NSLogger log files (.rawnsloggerdata / .nsloggerdata)
cli-anything-obs-studio
A stateful command-line interface for OBS Studio scene collection editing, following the same patterns as the Blender CLI harness. Uses a JSON scene collection format. No OBS…
cli-anything-obsidian
Knowledge management and note-taking via the Obsidian Local REST API. Designed for AI agents and power users who need to manage notes, search the vault, and execute commands…
cli-anything-openscreen
A stateful command-line interface for editing screen recordings. Transform raw
cli-anything-renderdoc
CLI harness for RenderDoc graphics debugger capture analysis
cli-anything-slay-the-spire-ii
A stateful command-line interface for controlling the real Slay the Spire 2
cli-anything-tigris
A stateless command-line interface for Tigris
cli-anything-wiremock
Python CLI harness for WireMock HTTP mock server administration
cli-anything
Use when the user wants Codex to build, refine, test, validate, or list CLI-Anything harnesses for GUI applications or source repositories. Adapts the full CLI-Anything…
cli-anything-anygen
A stateful command-line interface for AnyGen OpenAPI — generate professional slides, documents, websites, diagrams, and more from natural language prompts. Designed for AI agents…
cli-anything-ccswitch
CLI interface for CC Switch — manage AI coding tool configurations from the terminal
cli-anything-chromadb
A stateless command-line interface for ChromaDB vector database, built on the HTTP API v2. Designed for AI agents and power users who need to manage collections, documents, and…
cli-anything-dify-workflow
Wrapper for the Dify workflow DSL CLI. Create, inspect, validate, edit, and export Dify workflow files through a CLI-Anything harness.
cli-anything-drawio
A CLI harness for Draw.io — create, edit, and export diagrams from the command line.
cli-anything-eez-studio
Use EEZ Studio from the command line: inspect and modify native .eez-project files, edit LVGL screens/widgets, manage SCPI commands, and invoke the real EEZ Studio backend for…
cli-anything-joplin
Command-line interface for Joplin workflows using the real joplin terminal backend
cli-anything-kdenlive
A stateful command-line interface for video editing, following the same patterns as the Blender CLI harness. Uses a JSON project format with MLT XML generation for Kdenlive/melt.
cli-anything-krita
CLI harness for Krita digital painting — manage projects, layers, filters, and export via command line. Use when automating Krita workflows, batch processing images, or operating…
cli-anything-mermaid
Create, edit, and render Mermaid diagrams via stateful project files and the mermaid.ink renderer. Designed for AI agents and power users who need to generate flowcharts…
cli-anything-minimax
A CLI harness for MiniMax AI — providing chat completions and text-to-speech synthesis through the MiniMax API.
cli-anything-musescore
CLI for music notation — transpose, export PDF/audio/MIDI, extract parts, manage instruments
cli-anything-novita
A CLI harness for Novita AI - an OpenAI-compatible API service for AI models like DeepSeek, GLM, and others.
cli-anything-nsight-graphics
Windows-first CLI harness for Nsight Graphics capture, GPU Trace summary, and ngfx-replay analysis
cli-anything-ollama
Local LLM inference and model management via the Ollama REST API. Designed for AI agents and power users who need to manage models, generate text, chat, and create embeddings…
cli-anything-pm2
A stateless command-line interface for PM2 process management.
cli-anything-qgis
Stateful QGIS CLI for projects, writable layers, features, layouts, exports, and qgis_process operations using the real QGIS runtime.
cli-anything-rekordbox
Agent-native CLI for Pioneer Rekordbox 6/7. Drives the DJ library and live decks programmatically.
cli-anything-rms
CLI harness for Teltonika RMS (Remote Management System). Manage routers, gateways, and IoT devices via the RMS REST API.
cli-anything-seaclip
A stateless command-line interface for SeaClip-Lite project management.
cli-anything-siyuan
SiYuan (思源笔记) CLI — manage notebooks, documents, blocks, and search your knowledge base from the terminal.
cli-anything-wavetone
Control WaveTone 2.61 workflows through a JSON manifest and launch the real Windows WaveTone executable.
cli-anything-web-yu-pri
Use Japan Post Web Yu-pri from a CLI by driving the real browser UI for login, inspection, screenshots, dry-run planning, and contents-form filling.
cli-anything-zoom
CLI harness for Zoom — manage meetings, participants, and recordings from the command line via the Zoom REST API.
cli-anything-zotero
cli-anything-zotero is an agent-native CLI for Zotero desktop. It does not reimplement Zotero. Instead, it composes Zotero's real local surfaces:
cli-anything
Use when the user wants OpenClaw to build, refine, test, or validate a CLI-Anything harness for a GUI application or source repository. Adapts the CLI-Anything methodology to…
gitnexus-debugging
Trace bugs through call chains using knowledge graph
gitnexus-guide
Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: \"What GitNexus…
gitnexus-pdg-query
Use when querying or extending GitNexus's PDG control/data-dependence surface (the `pdg_query` MCP tool, CDG/REACHING_DEF edges), or reasoning about \"what controls X\" / \"where…
gitnexus-taint-analysis
Use when working on, reviewing, or extending GitNexus's CFG/taint/PDG subsystem (the `--pdg` layers), or when reasoning about source→sink data-flow findings. Examples: \"How does…
api-designer
Generates complete, production-ready REST API endpoint specifications for any system or domain the user describes. Use this skill whenever the user asks about API design, API…
python
Language-specific super-code guidelines for python.
testing-patterns
Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.
dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
using-git-worktrees
Git worktrees create isolated workspaces sharing the same repository, allowing work on multiple branches simultaneously without switching.
azure-ai-contentsafety-py
Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.
azure-ai-language-conversations-py
Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to analyze…
azure-appconfiguration-py
Azure App Configuration SDK for Python. Use for centralized configuration management, feature flags, and dynamic settings.
azure-containerregistry-py
Azure Container Registry SDK for Python. Use for managing container images, artifacts, and repositories.
azure-data-tables-py
Azure Tables SDK for Python (Storage and Cosmos DB). Use for NoSQL key-value storage, entity CRUD, and batch operations.
azure-messaging-webpubsubservice-py
Azure Web PubSub Service SDK for Python. Use for real-time messaging, WebSocket connections, and pub/sub patterns.
azure-monitor-ingestion-py
Azure Monitor Ingestion SDK for Python. Use for sending custom logs to Log Analytics workspace via Logs Ingestion API.
azure-monitor-opentelemetry-exporter-py
Azure Monitor OpenTelemetry Exporter for Python. Use for low-level OpenTelemetry export to Application Insights.
azure-storage-blob-py
Azure Blob Storage SDK for Python. Use for uploading, downloading, listing blobs, managing containers, and blob lifecycle.
m365-agents-ts
Microsoft 365 Agents SDK for TypeScript/Node.js.
antigravity-agent-manager
Configure and orchestrate parallel agents using the standalone Antigravity 2.0 Agent Manager and Antigravity IDE.
api-integration
Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services. Use whenever the user asks about webhooks…
aria
Designs the data model, API contracts, and structural foundation of the system.
ask-copilot
Use GitHub Copilot CLI in non-interactive mode to ask questions, review code, or generate snippets without manual interaction.
ax-extract-workflow
Reconstruct workflow behind a past coding-agent artifact using local ax sessions/commits/skills/tool traces. Use when asked how X was built.
claude-monitor
Monitor de performance do Claude Code e sistema local. Diagnostica lentidao, mede CPU/RAM/disco, verifica API latency e gera relatorios de saude do sistema.
code-showcase-systematic-debugging
Four-phase debugging methodology with root cause analysis. Use when investigating bugs, fixing test failures, or troubleshooting unexpected behavior. Emphasizes NO FIXES WITHOUT…
context-agent
Agente de contexto para continuidade entre sessoes. Salva resumos, decisoes, tarefas pendentes e carrega briefing automatico na sessao seguinte.
debugging-toolkit-smart-debug
Use when working with debugging toolkit smart debug
design-it
Routes frontend design tasks to 48 specific UI styles. Triggers for websites, app screens, or UI components requesting a specific aesthetic.
error-diagnostics-smart-debug
Use when working with error diagnostics smart debug
expo-module
Guide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript). Covers module definition DSL, native views, shared objects…
gdb-cli
GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation
gemini-api-integration
Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.
geminiignore-finops
Configure and optimize .geminiignore files for AI context window efficiency and token cost reduction (FinOps).
hugging-face-trackio
Track and visualize ML training experiments with Trackio. Use when logging metrics during training (Python API), firing alerts for training diagnostics, or retrieving/analyzing…
jest-skill
Generates Jest unit and integration tests in JavaScript or TypeScript. Covers mocking, snapshots, async testing, and React component testing. Use when user mentions "Jest"…
mason
Produces clean, functional code that matches the architecture and checklists.
max
Cleans up and improves existing code without changing behavior.
postman-collection-generator
Generate complete, import-ready Postman Collection v2.1 JSON files from natural language API descriptions or cURL commands. Use this skill whenever the user describes an API in…
premium-3d-website
Guidelines for building premium 3D websites, focusing on custom WebGL shaders, post-processing, physics-based interactions, smooth animations, preloaders, and device optimization.
pytest-skill
Generates production-grade pytest tests in Python with fixtures, parametrize, markers, mocking, and conftest patterns. Use when user mentions "pytest", "conftest"…
robot-framework-skill
Generates Robot Framework tests in keyword-driven syntax with Python. Supports SeleniumLibrary, RequestsLibrary, and custom keywords. Use when user mentions "Robot Framework"…
sql-sentinel
Audit SQL for the cost & performance anti-patterns that burn warehouse credits. Scores warehouse health 0-100 and outputs a prioritized cost-reduction plan for BigQuery…
styleseed-design-review
Reviews UI/frontend code and tells you exactly why it "looks AI-generated" — then how to fix it. Use it when a React/Tailwind/HTML interface looks off, generic, or unfinished…
tdd-workflows-tdd-refactor
Use when working with tdd workflows tdd refactor
unship
Compare AI agent-made UI variants locally in a real app, then keep one and clean up unused temporary code.
wiki-builder
Create and maintain reusable research wikis with source provenance, configurable structure, and local markdown outputs.
webapp-testing
To test local web applications, write native Python Playwright scripts.
prototype
Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one…
tdd
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
code-simplifier
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code", "clean up code", "refactor for…
huggingface-local-models
Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact GGUF file lookup…
azure-eventgrid-py
Azure Event Grid SDK for Python. Use for publishing events, handling CloudEvents, and event-driven architectures.
azure-monitor-opentelemetry-py
Azure Monitor OpenTelemetry Distro for Python. Use for one-line Application Insights setup with auto-instrumentation.
azure-storage-file-share-py
Azure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud.
azure-storage-queue-py
Azure Queue Storage SDK for Python. Use for reliable message queuing, task distribution, and asynchronous processing.
wiki-vitepress
Transform generated wiki Markdown files into a polished VitePress static site with dark theme and interactive Mermaid diagrams. Use when user asks to \"build a site\" or…
alex
Turns requirements into a precise, dependency-aware implementation plan.
andrej-karpathy
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface…
base
Database management, forms, reports, and data operations with LibreOffice Base.
calc
Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.
clean-code
This skill embodies the principles of \"Clean Code\" by Robert C. Martin (Uncle Bob). Use it to transform \"code that works\" into \"code that is clean.\"
codex-subagent
Launch Codex CLI as an isolated subagent for bounded coding, review, or verification tasks.
database
Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
delegating-to-agents
Delegate bounded work to other AI agents while preserving context, ownership, and progress checks.
draw
Vector graphics and diagram creation, format conversion (ODG/SVG/PDF) with LibreOffice Draw.
dwarf-expert
Provides expertise for analyzing DWARF debug files and understanding the DWARF debug format/standard (v3-v5). Triggers when understanding DWARF information, interacting with…
go-playwright
Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.
impress
Presentation creation, format conversion (ODP/PPTX/PDF), slide automation with LibreOffice Impress.
laravel-expert
Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards…
latex-paper-conversion
This skill should be used when the user asks to convert an academic paper in LaTeX from one format (e.g., Springer, IPOL) to another format (e.g., MDPI, IEEE, Nature). It…
macos-menubar-tuist-app
Build, refactor, or review SwiftUI macOS menubar apps that use Tuist.
odoo-rpc-api
Expert on Odoo's external JSON-RPC and XML-RPC APIs. Covers authentication, model calls, record CRUD, and real-world integration examples in Python, JavaScript, and curl.
odoo-woocommerce-bridge
Sync Odoo with WooCommerce: products, inventory, orders, and customers via WooCommerce REST API and Odoo external API.
office-productivity
Office productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.
open-dynamic-workflows
Plan, orchestrate, and adversarially verify parallel AI coding agents with a dynamic multi-agent workflow engine.
orchestrate-batch-refactor
Plan and execute large refactors with dependency-aware work packets and parallel analysis.