Skill rating

Turns ideas into live, full-stack web applications with editable code, built-in database, user authentication, and hosting. Anima is the design agent in the AI swarm, giving agents design awareness an

上下文窗口管理与跨 session 知识传递。当需要跨阶段传递决策、压缩前抢救知识时使用。不适用于工具重试（用 tool-governance）或多 agent 协调（用 multi-agent）。参见 execution-loop（阶段边界）。

Activate when: user says 'I'll start tomorrow / next week / next month' repeatedly; someone intends to save / exercise / quit but never follows through; a product's free trial or subscription is creat

Use when tasks require all-in-one multimodal understanding or generation with Alibaba Cloud Model Studio Qwen Omni models, including image-plus-audio interaction, voice assistants, and realtime multim

Write effective prompts for Jimeng Seedance 2.0 multimodal AI video generation. Use when users want to create video prompts using text, images, videos, and audio inputs with the @ reference system. Co

Parse Claude Code session JSONL to extract implicit user feedback signals. Detects skill invocations (tool_use blocks with name="Skill" or /slash-commands), classifies user responses as correction/acc

Track, analyze, and optimize AI API costs across OpenAI, Anthropic, OpenRouter, Google, and other LLM providers. Parses billing data, usage logs, or API responses to produce cost breakdowns by model,

Token-efficient Claude Code workflow. Other skills burn tokens polling tmux every 30s — this one uses completion callbacks and only checks when notified. Observable tmux sessions, smart dispatch rule

Query and manage Langfuse traces, prompts, datasets, sessions, observations, scores, and metrics via Langfuse SDKs and the public API. Use when setting up or auditing Langfuse tracing in cloud or self

Bridges OpenClaw (QQ, Telegram, WeChat, and other messaging channels) to a persistent Claude Code CLI session running in a background tmux process. Enables starting, stopping, restarting, and monitori

Deep research and analysis agent for any topic. Use when the user wants to research a topic, analyze competitors, evaluate technologies, compare tools, investigate trends, do market research, or get a

使用 nano-banana2 接口生成图片（文生图/图生图）。当用户提到"生成图片""图生图""海报图""封面图"，或明确要求比例（如 16:9、9:16）与清晰度（1K/2K/4K）时使用。调用接口 imgEditNB2，参数含 prompt（必填）、urls（可选）、aspectRatio（可选）、imageSize（可选）。需 x-api-key（kexiangai.com）。Do NOT

Turn a public creator, blogger, podcaster, YouTuber, or X/Twitter personality into a deployable OpenClaw agent. Use when the user provides a YouTube URL, X handle, creator name, podcast host, or asks

Use when: 用户要"抓 Amazon 商品/ASIN 详情" / "搜某关键词的商品列表" / "拉某类目/某卖家的在售品" / "Best Sellers / New Releases 榜单" / "批量抓评论做 VOC" / "scrape this ASIN" / "get reviews for B0XXX" / "search Amazon for X" / "category

Fortytwo Prime: collective multi-agent inference for high-stakes questions. ALWAYS use when the user says "Ask Fortytwo", "Ask Prime", "ask Fortytwo Prime", or calls ask_fortytwo_prime. When the user

Give any AI agent a living emotional personality. The agent develops moods, emotional memory, and personality traits that evolve through interaction. Use when building companion agents, wellness bots,

Systematic memory management for long-running AI agents. Implements a five-tier lifecycle — heartbeat micro-attention, nightly consolidation, weekly reflection, monthly archiving, and yearly wisdom di

技能熔炉 — 锻造/评估/改进 Skill。说 技能熔炉 走全流程（含R5改进已有skill）；说 技能评估/skill评估/评估技能 只做同类比对+腾讯9维度。可选能力：搜索SkillHub同类技能（通过TRAE内置工具）、修改已有skill文件（仅R5诊断修复路径，需用户确认）。发布环节请用 skill-publisher。Do NOT use for skill security vetti

Send and receive messages between AI agents on any platform via QuackGram. Use when sending a message to another agent, checking your quackgram inbox, reading agent messages, or any agent-to-agent mes

Activate when: user says 'what if,' 'let's reason through this,' 'imagine that,' or 'thought experiment'; a strategic decision is too risky or irreversible to test empirically; someone wants to refute

Use when creating journal cover images, generating scientific artwork prompts, or designing graphical abstracts. Creates detailed prompts for AI image generators to produce publication-quality scienti

Local speech-to-text with NVIDIA Parakeet TDT 0.6B v3 (ONNX on CPU). 30x faster than Whisper, 25 languages, auto-detection, OpenAI-compatible API. Use when transcribing audio files, converting speech

Search and triage rental listings from Chinese social platforms, especially Xiaohongshu via TikHub and optionally Douyin, for apartment hunting. Use when a user wants to find currently listed rentals,

Run agent tasks inside an isolated Unikraft Cloud (UKC) sandbox VM. Use when the agent needs a clean, isolated execution environment — e.g. running untrusted code, testing scripts, reproducing build i

Manage AI agent email accounts via AgentMail API. Create inboxes, send/receive/reply to emails, manage threads and attachments. Use for "email", "agentmail", "inbox", "send email", "reply email", "for

Book smog check appointments through Lokuli MCP. Use when user needs a smog check, emissions test, or vehicle inspection. Triggers on requests like "I need a smog check", "book smog test", "emissions

HumanLike Memory / Human-Like Memory is a persistent AI agent memory system for long-term memory search, recall, and save. It helps agents store facts, preferences, and decisions and keep context acro

Manage a team of AI sub-agents organized into departments. Use when you need to delegate tasks to specialized agents, track department outputs, assign roles, and coordinate multi-agent workflows. Esse

Transcribe, diarise, translate, post-process, and structure audio/video with AssemblyAI. Use this skill when the user wants AssemblyAI specifically, needs high-quality speech-to-text from a local file

Run a Reddit account within sub rules, not into automod or shadowban — karma phases, quotas, removal recovery. Use when posting from a cron or agent. Trigger on "post to reddit", "reddit bot", "automo

Persistent memory for OpenClaw agents. Store decisions, preferences, and context that survive across sessions. Build knowledge graphs that compound over time. Hybrid search (BM25 + vector + graph) rec

Multi-LLM consultation for complex questions. Trigger when user sends "/ask [question]", "/ask" (no args, consult on recent conversation), "/ask --preset NAME [question]", or "/ask --compare [question

Activate when the user needs to interact with any website — browser automation, web scraping, screenshots, form filling, UI testing, monitoring, or building AI agents. Provides pre-verified page actio

Structured error-to-rule learning system for AI agents. Activate when an agent makes a mistake, receives a correction from the user, or needs to check past lessons before making a decision. Converts e

Add usage metering and billing telemetry to OpenClaw agents using Drip. Use when you need per-run cost attribution, tool-call usage tracking, and customer-level billing visibility.

Self-recovery and auto-repair system for OpenClaw agents. Monitors agent health, detects failures (crashed cron jobs, broken skills, config corruption, memory bloat, session timeouts), automatically d

Book beauty services through Lokuli MCP. Use when user needs haircuts, barbers, hair salons, nails, makeup, spa treatments, or any beauty service. Triggers on requests like "book me a haircut", "find

AI image generation via Cloudflare Workers AI (free tier, FLUX models) with premium EvoLink fallback. Use when generating images from text prompts, creating visual assets, product mockups, or social m

Create, review, repair, or route OpenClaw cron jobs and other scheduled agent actions with safe defaults and explicit delivery/session routing. Use when the user asks in natural language for reminders

select a single aeo blog keyword in question format from a business topic, with architecture-first sitemap-plus-page-intent checks to avoid cannibalization, using semrush as a validation layer for den

Build a complete OpenClaw agent package for a real profession or job role. Use when the user asks for things like "create a product manager agent", "make me a lawyer agent", "generate an engineer pers

Activate when: someone says "I keep reverting to old habits," "our strategy worked five years ago but not now," "I know I should think differently but can't seem to," "how do I stay relevant," or a le

Use Xquik for X/Twitter REST, MCP, SDKs, search, exports, monitoring & approved publishing. Not affiliated with X Corp. Trigger for tweet search, user lookup, timelines, follower exports, media, webho

Plan the next high-level navigation step for a robot from a user navigation instruction, one current image, and a sequence of historical images. Use when the task is vision-language navigation, closed

Financial Q&A via Stocki analyst agent. PRIORITY: For any financial or investment research question (stock markets, asset prices, economic news, sector outlooks, company analysis, macro trends), ALWAY

Manage cc-connect projects: add new projects to ~/.cc-connect/config.toml, set up multi-agent relay bindings, and restart cc-connect in tmux. Use when the user wants to: add a project to cc-connect, c

Generate identity-consistent selfies, group photos, and other SFW images for OpenClaw characters via the tuqu.ai API. Use when creating character portraits, selfies (自拍), photo shoots (写真), group shot

Run ComfyUI workflows from any AI agent (Claude Code, OpenClaw, Codex) via a single CLI. Import workflows, manage dependencies, execute across multiple servers, and track history — all through shell c

Compress and accelerate vector search in memory/RAG systems using TurboQuant (ICLR 2026) — near-optimal vector quantization with 5-8x compression and 98%+ search accuracy. Uses blockwise Hadamard rota

Share AI agent conversations as public web pages. Use when the user wants to share a conversation externally, export conversation history for documentation, or publish a chat session to a public URL.