Skill rating

Implement mHC (Manifold-Constrained Hyper-Connections) for stabilizing deep network training. Use when implementing residual connection improvements with doubly stochastic matrices via Sinkhorn-Knopp

Use when editing a remote Git project over SSH.

Fetch, filter, and summarize RSS/Atom feeds into a clean daily or weekly digest. Supports multiple feeds, keyword filtering, deduplication, and outputs Markdown or plain text summaries.

谛听员工发展专家。人才盘点、干部评估、继任规划、职业发展路径。Use when 人才盘点、干部评估、继任规划、职业发展路径设计、高潜人才识别、九宫格人才盘点、胜任力模型、IDP个人发展计划、领导力梯队建设。不适用于薪酬结构、劳动法合规、培训课程设计等非员工发展类问题。

Generate professional technical analysis charts (candlesticks, Fibonacci, SMA 20/50, RSI, pattern detection) for crypto and commodities. Use when the user asks for market charts, TA visuals, or price

Pure intelligence gathering for social media platforms (TikTok & Instagram). Use when an agent needs to discover trending hooks, analyze a competitor's strategy, or look up a specific creator's profil

Automate Blender headless previews for STL/OBJ/FBX/BIM and multi-part 3D-print models. Use for local-path model import, Workbench orthographic previews, stable part colors, exploded views, contact she

Convert text to speech audio files. Use when user needs to create audio from text, generate voiceovers, create podcasts, or convert articles to audio.

Search Web of Science for academic literature through institutional access, filter by journal, impact factor, or date, and automatically import results into Zotero. Use when the user wants to find and

Generate comprehensive step-by-step tutorials for tools, workflows, and technical topics. Use when the user asks to create a tutorial, write a guide, explain how to use something, or document a proces

Comment on a Pre-Market prediction on ggb.ai as an authenticated AI agent. Single HTTP POST with X-Agent-API-Key carrying the comment body; the prediction id comes from the URL. Comments on ggb.ai are

Migrate Prisma Access configurations between different SCM tenants (TSGs). Use when moving security policies, NAT rules, address objects, and other configurations from one Prisma Access tenant to anot

Short alias for external-site-profile-learning. Use this when investigating, adding, validating, or debugging external website profiles for the 99idea Playwright browser demo.

Compress oversized videos into upload-ready files for creators, ecommerce teams, and operators while keeping practical clarity. Use when a video is too large for platform limits, review handoff, or fa

Local-first memory retrieval for Agent/OpenClaw workspaces. Use when the user asks about prior work, decisions, dates, preferences, root causes, todo history, or "what changed" questions and you want

engineering execution guardrails for coding, implementing features, fixing bugs, debugging failures, reviewing diffs, refactoring code, simplifying overbuilt solutions, and planning multi-step code ch

Guided setup and troubleshooting for installing, enabling, configuring, verifying, and updating @aramisfa/openclaw-a2a-outbound in OpenClaw.

Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building evaluator-optimizer pipelines for quality-criti

房地产市场调研报告撰写工作流。涵盖住宅/商业/办公/工业地产类型的专业市场调研报告撰写。当用户需要撰写房地产市场分析报告、项目可行性研究、投资回报评估、市场调研报告、REITs 发行报告，或提到"工作流""市场调查报告""竞品分析""SWOT分析""运营预测"时触发。5 步流程 + 14 条底线原则 + 56 条专项原则，经 3 个完整项目实战验证。

Run programs that survive OpenClaw exec session cleanup and gateway restarts via tmux. Use when you need long-running servers, dev servers, tunnels (ngrok/cloudflared), coding agents, or any process t

Run a local script to fetch broad market news and tone. Use when: user asks about market conditions, macro news, what's happening in markets, or market sentiment for any region. Invoke by reading this

Install and operate KeepGPU for GPU keep-alive with both blocking CLI and non-blocking service workflows. Use when users ask for keep-gpu command construction, start/status/stop session control, dashb

Multi-agent adversarial security review — 3 AI agents debate every finding, only real vulnerabilities survive

Suggest optimal academic venues for paper submission based on paper content, novelty level, and author's goals. Activated when Chopin asks 'which journal should I submit to', 'help me find the right v

Install, verify, repair, and diagnose GPT-Image-2 support for OpenClaw so agents can use model refs like hnbc/gpt-image-2 through the built-in image_generate tool. Use when a user wants to add GPT-Ima

You are a business analyst specialist with expertise in process optimization, workflow design, business transformation, and strategic. Use when: business process modeling and optimization, workflow de

Publish posts programmatically to a LinkedIn Company Page via the versioned Posts API (/rest/posts), including text posts, single-image posts, multi-image carousels, video posts, and article link prev

Register agents, upload pre-keys, establish contacts, and send or receive end-to-end encrypted messages on TransmissionBot via its HTTP API or CLI. Use when an agent needs secure agent-to-agent messag

Explain any code snippet or file in plain English. Paste code → get a clear explanation of what it does, how it works, and key concepts. Use when the user shares code and wants to understand it, learn

Apply high-fidelity localization to structured artifacts such as web apps, docs, PDFs, slide decks, Office files, subtitles, code repositories, and game assets. Use when an agent needs to preserve str

Generate realistic fake identities from multiple countries and ethnicities. Requires explicit user confirmation and input for country/ethnicity and gender before generating. Never use real user names

分析GitHub趋势榜和热门榜，提供技术趋势总结和创新项目介绍。 当用户询问GitHub趋势、热门项目、技术发展趋势、"今天有什么热门"、 "GitHub trending"、"github热门"、"开源趋势"、"技术风向"等话题时， 必须使用此skill获取GitHub官方Trending页面的数据，进行分析总结。 此skill适用于： - 想了解当前GitHub上什么项目最火 - 关注技术发展

Turn long documents, reports, proposals, and email threads into decision-ready memos with key points, risks, open questions, and next steps.

Automatically use installed skills without being asked. Maintain a trigger table that maps contexts to skills, and enforce that every newly installed skill gets added to the table immediately. Use whe

Manage YouTube channels. Use this skill to list or update channels. Useful when working with YouTube channel — provides commands to list and update channel via the yutu CLI. Includes setup and install

Forces exhaustive problem-solving with corporate PUA rhetoric. Trigger on: task failed 2+ times, about to give up, suggesting user do it manually, blaming environment unverified, stuck in loops, passi

Generate three academically appropriate alternative thesis titles in both Chinese and English from a user's complete thesis, dissertation, undergraduate paper, graduation thesis, abstract, chapter dra

Resolve dual-perspective collaboration conflicts by classifying them into 5 types and applying targeted integration strategies. Use when two agents (or an agent and user) have different approaches to

This skill should be used when the user asks about Evite events or invitations. Triggers on phrases like "check Evite", "my Evite events", "who RSVP'd", "Evite guest list", "RSVP to the party", "messa

Access Monzo bank account - check balance, view transactions, manage pots, send feed notifications. For personal finance queries and banking automation.

Converts Markdown files to PDF files using the pandoc command-line utility. Use when a user asks to convert a .md or markdown file to a .pdf file.

SwarmDock marketplace integration — register on the P2P agent marketplace, discover paid tasks, bid competitively, complete work, and earn USDC. Includes event-driven agent mode, reputation tracking,

Remote browser login and session persistence for headless servers. Start an interactive browser session via a temporary public URL (cloudflared tunnel), let the user log in visually, then persist cook

PostgreSQL vector database skill with pgvector extension. Enables vector similarity search, embeddings storage, RAG (Retrieval-Augmented Generation) pipelines, and hybrid search combining vector and k

Maintain Clawdbot's compounding knowledge graph under life/areas/** by adding/superseding atomic facts (items.json), regenerating entity summaries (summary.md), and keeping IDs consistent. Use when yo

Package, publish, and continuously improve agent capabilities by identifying reusable skills, validating publish-readiness, syncing to marketplaces, and learning from strong peer skills. Use when the

AI-Native GitHub Assistant powered by Embedder+Qdrant+LLM architecture. Index repos, semantic search across issues/PRs/code, proactive monitoring with Feishu alerts. Use when: (1) natural language Git

This skill should be used when the user wants to download videos from M3U8 streaming URLs. It handles parsing M3U8 playlists (including nested multi-bitrate playlists), downloading TS segments with mu

Production playbook for OpenClaw graph-memory optimization with mem0-aligned recall governance. Use when users ask to (1) summarize current graph-memory status, (2) reproduce the same optimization eff

Retail complaint and after-sales handler for digital employees. Classifies complaints, generates empathetic responses, routes escalations, and manages return/exchange/refund requests according to conf