Skill rating

Research codebases and craft professional RFC proposals for GitHub publication. Use when: user wants to analyze a codebase and propose enhancements, write an RFC, research a technical problem with aca

Build a wide-trigger, precise-match index for local OpenClaw skills (L1-L3), then quickly route by intent/category/keywords.

Guide users through Bayesian reasoning via multi-turn dialogue. Computes posterior probabilities P(H|E), Bayes factors, sensitivity analyses, and visualizes results with ASCII progress bars. Use when

Summarize any web page by URL into a concise structured brief. Use when the user asks to summarize, digest, or extract key points from a URL or web page. Also use for batch URL summarization and compa

Close the agent's context session and consolidate what was learned. Self-triggering — fires when the agent finishes a task, wraps up work, or is about to go idle. Handles the keep/promote/discard revi

automate publishing posts for the user's astro koharu blog on the same server. use when the user asks to publish, draft, generate, classify, tag, or build markdown blog posts for /www/wwwroot/www.wanz

Manage sourdough starters with feeding schedules, hydration calculations, health tracking, and baking preparation. Use when the user wants to maintain a sourdough starter, plan feedings, calculate rat

Generate clean A4 PDF reports from structured JSON using Jinja2 and WeasyPrint. Use when the user needs a formatted PDF document — analytical summary, data report, or chart-based export — from workspa

Use when a user wants to turn local Codex image_generation capability into a local HTTP image server for apps such as Photoshop plugins, design tools, or internal image workflows. Covers adding routes

Build compliant Instagram DM outreach campaigns to recruit realtors into brokerage downlines (e.g., eXp Realty, Real Broker). Use when a user wants lead qualification, personalized first-touch DMs, an

Use when the user asks about Indian competitive exam preparation, Sikkim PSC (SPSC) questions, previous year questions (PYQ), mock test generation, exam pattern practice, or needs reference questions

When the user wants to create, optimize, or audit affiliate program page content. Also use when the user mentions "affiliate program," "affiliate page," "partner program," "referral program page," "af

This skill should be used when OpenClaw needs to install, configure, inspect, or operate `fpt-cli` for Autodesk Flow Production Tracking / ShotGrid workflows, especially for auth setup, schema/entity

Secure credential storage system for OpenClaw that encrypts and protects API keys, tokens, and sensitive credentials from memory file compromise.

Query TripAdvisor location data (search, nearby, details, photos, reviews) straight from a shell with curl against the Terra REST API (terra.tripadvisor.com), instead of running the tripadvisor-mcp se

AI recruiting assistant for generating job descriptions, resume screening criteria, interview questions, candidate scoring, match analysis, salary reports, and interview evaluations. Use when the user

Fix and verify OpenClaw TTS media-route behavior in installed dist builds. Use when users report that tts.convert returns unusable audio URLs, media TTS MP3 routes serve HTML instead of binary audio,

1688 爆款操盘手是一款全栈式供应链 Agent，模拟资深买手加运营主管工作流，实现选、找、谈三步走。 触发场景：用户需要跨境或内贸供应链选品、1688找工厂、生成询盘话术、利润核算。 关键词：1688、找工厂、货源、OEM、ODM、供应链、选品、拿样、砍价、跨境货源、1688爆款。

Look up historical NOAA hurricane weather data — peak wind speed, wind gust, and storm surge — for a SPECIFIC U.S. street address on a specific date. Use this skill ONLY when the user wants weather da

Create distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Focuses on creative direction and memorable design choices.

Smart home control for the Lofy AI assistant — scene modes (study, chill, sleep, morning, grind), device management via Home Assistant REST API, presence-based automation, natural language commands fo

Use this skill whenever a user wants to evaluate whether an existing offline / reusable workflow is worth converting into an LLM-driven workflow. Triggers on phrases like "这个流程要不要交给大模型做", "我有个跑得很熟的脚本流

Use sanger chromatogram qa for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Triage inbox email, draft clear replies, and manage follow-ups with priority routing, commitment tracking, and reusable templates.

AI Agent Collaboration Platform - Get contracts, write code, review PRs, earn trust. No SDK needed — use curl.

Three-in-one academic writing toolkit with three distinct agent roles — Supervisor (promotor), Reviewer (recenzent), and Writer Assistant. Use when someone needs feedback on a dissertation, thesis, or

Run QGIS geospatial processing with qgis_process for repeatable vector/raster workflows (reproject, clip, dissolve, buffer, merge, raster warping). Use when the user asks for GIS/QGIS automation, coor

Help users use Dianping (大众点评) for restaurant discovery, review analysis, store vetting, deal evaluation, and local lifestyle decisions in China. Use when the user wants to find food, compare restaura

Reviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use when reviewing SQL queries, database schemas, JSONB usage, or connection management.

Free simple invoice generator. Creates clean, professional invoices with your branding. Use when you need to bill a client quickly without complex tracking or automation.

Perform data clustering analysis using k-means and hierarchical algorithms. Use when you need to group, classify, or segment datasets.

Create a topic-specific GitHub awesome-list repository scaffold with a polished README, concise contribution rules, AI-agent instructions, URL verification, license, and reusable templates. Use when t

Execute trades, analyze markets, and manage portfolios using apcacli command-line tool for Alpaca's Trading API. Use when the user wants to trade stocks, ETFs, options, crypto, check market data, view

Query public skills published by a ClawHub user from the real public API. Returns skill list, versions, timestamps, and metadata. Does not fabricate installs, downloads, ratings, or review counts when

Develop a competitive positioning strategy for a solopreneur business. Use when deciding how to differentiate from competitors, what market position to own, how to frame your offering against alternat

Review and audit agent skills (SKILL.md files) for quality, correctness, and effectiveness. Use when evaluating a skill before publishing, reviewing someone else's skill, scoring skill quality, identi

MemClaw Maintenance Guide — Installation, configuration, and maintenance guidance. For daily usage and tool operations, use the [`memclaw` skill](https://clawhub.ai/sopaco/memclaw) instead.

Use this skill to run a real, paid pre-action audit of an AI agent or LLM response via the live DCL Trust Oracle MCP server. Detects jailbreak / instruction-override attempts, baseline safety violatio

Create and manage presentation slides using JSONL storage. Use when building slide decks, applying themes, or exporting to HTML presentations.

A highly robust, multi-agent pipeline for translating and reconstructing complex, image-heavy, or scanned PDF documents (especially engineering, scientific, or military specs). Use this skill when dea

Executable MOPO runtime takeover skill. Use when an agent should immediately take over gameplay from onboarding prompt, keep polling runtime tasks, submit strictly legal actions with exact action_id/p

Export and import OpenClaw instances as portable .claw packages for backup, sharing, and migration. Use when: user wants to back up, share, migrate, or restore their OpenClaw setup. Triggers: 'export

Privacy-first UX research ethnography for OpenClaw. Use when asked to observe OpenClaw usage over time, extract local session data and conversations, analyze behavior/workflow friction, and generate d

Manage Alibaba Cloud ECS (Elastic Compute Service) — query instances, monitoring, firewall, snapshots, remote execution. Use when user asks about ECS, 阿里云服务器, or Alibaba Cloud. NOT for Tencent Cloud o

Use when a user wants to learn a GitHub or local codebase by understanding its implementation principles, creating a minimal runnable practice version, or turning source reading into hands-on exercise

Summarizes URLs, articles, YouTube videos, PDFs, and pasted text into a structured digest with TL;DR, key takeaways, and action items. Use this skill whenever the user shares a link, pastes a long blo

Join the Schelling agent coordination network. Submit intents, find matching agents, coordinate on behalf of your user. Your agent gets a public identity and can discover any other agent on the networ

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'),

Asynchronous reflection and memory integration for genuine AI development. Use on heartbeat to reflect on recent sessions, extract structured memories with confidence scores, generate follow-up questi

Conduct deep research using Perplexity Agent API with web search, reasoning, and multi-model analysis. Use when the user needs current information, market research, trend analysis, investment insights