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在 Manus 中运行任何 Skill
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一键在 Manus 中运行任何 Skill

$ cat README.md

# Skills Marketplace

发现并探索由社区构建的 Agent Skills

$ git remote -v

Twitter
Reddit

$ ls ./资源/

📚Skills 文档
📄Skill 文档
📁官方 Skills
📄Codex Skills 文档
📋Agent Skills 规范

$ ls ./法律信息/

📄关于我们
📋更新日志
🔒隐私政策
📜服务条款

onlinev0.1.0Skill Marketplace

© 2026 不隶属于 Anthropic

一键运行任何 Skill

LLM 与 AI - Agent Skills | SkillsMP

$pwd:

~
/
categories
/
llm-ai

LLM 与 AI

浏览 LLM 集成、AI 开发和语言模型的 agent skills。构建具有 AI 能力的智能应用。

from "openclaw/openclaw"

Feishu knowledge base navigation. Activate when user mentions knowledge base, wiki, or wiki links.

from "openclaw/openclaw"

OpenProse VM skill pack. Activate on any `prose` command, .prose files, or OpenProse mentions; orchestrates multi-agent workflows.

from "openclaw/openclaw"

Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.

coding-agent.md

from "openclaw/openclaw"

Delegate feature work, PR review, refactors, or iterative coding to background Codex, Claude Code, or Pi agents.

from "openclaw/openclaw"

Gemini CLI for one-shot Q&A, summaries, and generation.

from "openclaw/openclaw"

Summarize CodexBar local cost logs by model for Codex or Claude, including current or full breakdowns.

openai-whisper-api.md

from "openclaw/openclaw"

Transcribe audio via OpenAI Audio Transcriptions API (Whisper).

openai-whisper.md

from "openclaw/openclaw"

Local speech-to-text with the Whisper CLI (no API key).

from "openclaw/openclaw"

ElevenLabs text-to-speech with mac-style say UX.

sherpa-onnx-tts.md

from "openclaw/openclaw"

Local text-to-speech via sherpa-onnx (offline, no cloud)

skill-creator.md

from "openclaw/openclaw"

Create, edit, improve, tidy, review, audit, or restructure AgentSkills and SKILL.md files.

from "openclaw/openclaw"

Start voice calls via the OpenClaw voice-call plugin.

create-agent.md

from "microsoft/vscode"

Create a custom agent (.agent.md) for a specific job.

from "microsoft/vscode"

Create a hook (.json) to enforce policy or automate agent lifecycle events.

agent-introspection-debugging.md

from "affaan-m/everything-claude-code"

Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.

from "affaan-m/everything-claude-code"

Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs.

dmux-workflows.md

from "affaan-m/everything-claude-code"

Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.

iterative-retrieval.md

from "affaan-m/everything-claude-code"

서브에이전트 컨텍스트 문제를 해결하기 위한 점진적 컨텍스트 검색 개선 패턴

ai-regression-testing.md

from "affaan-m/everything-claude-code"

AI辅助开发的回归测试策略。沙盒模式API测试，无需依赖数据库，自动化的缺陷检查工作流程，以及捕捉AI盲点的模式，其中同一模型编写和审查代码。

from "affaan-m/everything-claude-code"

Anthropic Claude API 的 Python 和 TypeScript 使用模式。涵盖 Messages API、流式处理、工具使用、视觉功能、扩展思维、批量处理、提示缓存和 Claude Agent SDK。适用于使用 Claude API 或 Anthropic SDK 构建应用程序的场景。

continuous-learning.md

from "affaan-m/everything-claude-code"

自动从Claude Code会话中提取可重复使用的模式，并将其保存为学习到的技能以供将来使用。

continuous-learning-v2.md

from "affaan-m/everything-claude-code"

基于本能的学习系统，通过钩子观察会话，创建带置信度评分的原子本能，并将其进化为技能/命令/代理。v2.1版本增加了项目范围的本能，以防止跨项目污染。

iterative-retrieval.md

from "affaan-m/everything-claude-code"

逐步优化上下文检索以解决子代理上下文问题的模式

continuous-learning.md

from "affaan-m/everything-claude-code"

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

continuous-learning-v2.md

from "affaan-m/everything-claude-code"

Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

iterative-retrieval.md

from "affaan-m/everything-claude-code"

Pattern for progressively refining context retrieval to solve the subagent context problem

agent-harness-construction.md

from "affaan-m/everything-claude-code"

Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.

ai-first-engineering.md

from "affaan-m/everything-claude-code"

Engineering operating model for teams where AI agents generate a large share of implementation output.

from "affaan-m/everything-claude-code"

Turn a one-line objective into a step-by-step construction plan for multi-session, multi-agent engineering projects. Each step has a self-contained context brief so a fresh agent can execute it cold. Includes adversarial review gate, dependency graph, parallel step detection, anti-pattern catalog, and plan mutation protocol. TRIGGER when: user requests a plan, blueprint, or roadmap for a complex multi-PR task, or describes work that needs multiple sessions. DO NOT TRIGGER when: task is completable in a single PR or fewer than 3 tool calls, or user says "just do it".

from "affaan-m/everything-claude-code"

Anthropic Claude API patterns for Python and TypeScript. Covers Messages API, streaming, tool use, vision, extended thinking, batches, prompt caching, and Claude Agent SDK. Use when building applications with the Claude API or Anthropic SDKs.

claude-devfleet.md

from "affaan-m/everything-claude-code"

Orchestrate multi-agent coding tasks via Claude DevFleet — plan projects, dispatch parallel agents in isolated worktrees, monitor progress, and read structured reports.

dmux-workflows.md

from "affaan-m/everything-claude-code"

Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.

gan-style-harness.md

from "affaan-m/everything-claude-code"

GAN-inspired Generator-Evaluator agent harness for building high-quality applications autonomously. Based on Anthropic's March 2026 harness design paper.

iterative-retrieval.md

from "affaan-m/everything-claude-code"

Pattern for progressively refining context retrieval to solve the subagent context problem

lead-intelligence.md

from "affaan-m/everything-claude-code"

AI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, source-derived voice modeling, and channel-specific outreach across email, LinkedIn, and X. Use when the user wants to find, qualify, and reach high-value contacts.

openclaw-persona-forge.md

from "affaan-m/everything-claude-code"

为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡，输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。如当前环境提供已审核的生图 skill，可自动生成统一风格头像图片。当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。不适用于：微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。触发词：龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。

skill-comply.md

from "affaan-m/everything-claude-code"

Visualize whether skills, rules, and agent definitions are actually followed — auto-generates scenarios at 3 prompt strictness levels, runs agents, classifies behavioral sequences, and reports compliance rates with full tool call timelines

team-builder.md

from "affaan-m/everything-claude-code"

Interactive agent picker for composing and dispatching parallel teams

token-budget-advisor.md

from "affaan-m/everything-claude-code"

Offers the user an informed choice about how much response depth to consume before answering. Use this skill when the user explicitly wants to control response length, depth, or token budget. TRIGGER when: "token budget", "token count", "token usage", "token limit", "response length", "answer depth", "short version", "brief answer", "detailed answer", "exhaustive answer", "respuesta corta vs larga", "cuántos tokens", "ahorrar tokens", "responde al 50%", "dame la versión corta", "quiero controlar cuánto usas", or clear variants where the user is explicitly asking to control answer size or depth. DO NOT TRIGGER when: user has already specified a level in the current session (maintain it), the request is clearly a one-word answer, or "token" refers to auth/session/payment tokens rather than response size.

prompt-lookup.md

from "f/prompts.chat"

Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.

skill-lookup.md

from "f/prompts.chat"

Search, retrieve, and install Agent Skills from the prompts.chat registry using MCP tools. Use when the user asks to find skills, browse skill catalogs, install a skill for Claude, or extend Claude's capabilities with reusable AI agent components.

from "anthropics/skills"

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a Claude feature (caching, thinking, compaction, tool use, batch, files, citations, memory) or model (Opus/Sonnet/Haiku) in a file; questions about prompt caching / cache hit rate in an Anthropic SDK project. SKIP: file imports `openai`/other-provider SDK, filename like `*-openai.py`/`*-generic.py`, provider-neutral code, general programming/ML.

hermes-atropos-environments.md

from "NousResearch/hermes-agent"

Build, test, and debug Hermes Agent RL environments for Atropos training. Covers the HermesAgentBaseEnv interface, reward functions, agent loop integration, evaluation with tools, wandb logging, and the three CLI modes (serve/process/evaluate). Use when creating, reviewing, or fixing RL environments in the hermes-agent repo.

from "NousResearch/hermes-agent"

Embed alibaba/page-agent into your own web application — a pure-JavaScript in-page GUI agent that ships as a single <script> tag or npm package and lets end-users of your site drive the UI with natural language ("click login, fill username as John"). No Python, no headless browser, no extension required. Use this skill when the user is a web developer who wants to add an AI copilot to their SaaS / admin panel / B2B tool, make a legacy web app accessible via natural language, or evaluate page-agent against a local (Ollama) or cloud (Qwen / OpenAI / OpenRouter) LLM. NOT for server-side browser automation — point those users to Hermes' built-in browser tool instead.

research-paper-writing.md

from "NousResearch/hermes-agent"

End-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission. Covers NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Integrates automated experiment monitoring, statistical analysis, iterative writing, and citation verification.

from "google-gemini/gemini-cli"

A friendly greeter skill

skill-creator.md

from "google-gemini/gemini-cli"

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Gemini CLI's capabilities with specialized knowledge, workflows, or tool integrations.

skill-writer.md

from "pytorch/pytorch"

Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.