Skill rating

Helps OpenClaw Clinical Hackathon participants get started quickly building clinical and healthcare apps with Lovable. Use when the user is building a clinical app in Lovable, mentions the hackathon o

Interpret routine health checkup reports and lab results in plain Chinese, highlighting abnormal items, likely meaning, urgency, follow-up questions, and practical next steps. Use when the user shares

Auditory intelligence for AI agents. Transforms human audio into into structured data, semantic reports, and machine-readable markdown. Use when you need market intelligence, crypto alpha, speaker-att

Compare two documents or files and generate a structured diff report. Use when: user asks to compare files, find differences between documents, generate diff report, or check what changed between two

Search Google Finance for stocks, indices, funds, currencies, or futures. Do not use for general web search or personalized financial advice.

Run a DuckDuckGo web search. Do not use when the user explicitly requests Google, Bing, or Yandex.

Draft well-structured GitHub issues from a description, error, or idea. Supports bug reports, feature requests, enhancements, and tasks. Optionally submits directly via the GitHub CLI or API. Use when

Scaffold and fetch event logs from any EVM smart contract via RPC (eth_getLogs + ABI parse). Works on any EVM-compatible chain/contract (Ethereum, L2s, custom chains) given chainId + address + RPC. Tr

Smart garden irrigation — reads soil sensors (avg of last 50 readings), checks weather, and decides when and how long to water each zone. Use when the user asks: 'should I water today?', 'run irrigati

Fetch and manage Read AI meeting data - summaries, transcripts, action items, and engagement metrics. Use when the user asks about meetings, meeting notes, meeting summaries, action items from meeting

Generate concise daily/weekly standup summaries from git commit history. Analyzes recent commits, groups them by type (features, fixes, refactors, chores), and produces a standup-ready status report.

Search Google Maps to discover places, businesses, or map results. Do not use when a known URL, CID, or Place ID requires structured details or reviews.

Optimize LLM token usage and API costs for the openclaw-manager proxy platform. Provides model-tier routing (route simple prompts to glm-4.7-flashx instead of glm-4.7), heartbeat cost reduction (force

Operate SNU's Canvas LMS (etl.snu.ac.kr) through CLI commands. Use when you need to inspect config, list courses/assignments/files/announcements, run bot/serve modes, or troubleshoot Canvas API issues

Search Google Play for apps, rankings, or store results. Do not use to collect reviews from a known app URL.

Use this skill any time the user wants to analyze data, create charts, or build data visualizations. This includes: sales analysis, financial modeling, cohort analysis, funnel analysis, A/B test resul

Process Avanza CSV exports, calculate TWRR/Modified Dietz returns, and track portfolio performance. Use when importing stock transactions, calculating investment returns, or managing portfolio data. R

Crypto Fear & Greed Index reporter. Fetches current market sentiment index and provides simple analysis combined with BTC price movement. Use when users want to check market sentiment, view current fe

Fetch personalized daily horoscope forecasts from zodiac-today.com API based on natal chart calculations. Use when a user wants: (1) daily guidance on what activities to pursue or avoid, (2) life plan

Organize, audit, and generate investor or acquirer due diligence data rooms for startups and SMBs. Maps required documents by category (financial, legal, HR, technical, commercial), identifies gaps, g

Manage FoxReach cold email outreach — leads, campaigns, sequences, templates, email accounts, inbox, and analytics. Use when the user asks to create leads, manage campaigns, check analytics, send outr

Grade Amazon product listing quality. Input an ASIN, get a 0-100 score with dimension breakdown (title, bullets, rating, reviews, sales velocity, BSR, badges) and improvement suggestions. Trigger on:

Capture and normalize book metadata into Obsidian Markdown notes from photos or Goodreads CSV exports. Use for barcode and OCR ISBN extraction, metadata enrichment, idempotent note upsert, bulk migrat

Expert system for creating social listening reports, benchmarks, competitive analyses, and brand health reports from digital and social media data. Use this skill whenever the user asks about monitori

Create triage-ready OpenClaw GitHub issue drafts for reports that an agent is slow, broken, not responding, tool-starved, degraded, or "not as smart." Use when an agent needs to collect a conservative

Auto-fetch Solana address/program transactions and optionally decode Anchor IDL instructions. Trigger whenever the user asks to get/pull/fetch/sync Solana txs, program logs, instruction data, 交易, 交易日志

Browser-side request inspection and reporting for user-authorized web debugging. Use when you want one skill to observe page fetch/XHR/WebSocket activity, inspect login/register/API flows, and generat

Export Slack thread messages from a logged-in Slack web tab into CSV using an attached Chrome Browser Relay tab. Use when the user wants to collect Slack conversations by person, channel, or time rang

Compare model candidates using weighted metrics and deterministic ranking outputs. Use for benchmark leaderboards and model promotion decisions.

Manage OpenClaw and installed skill updates with scheduled checks, safe upgrade workflows, rollback-minded guidance, and clear reporting. Use when setting up automatic update routines, checking for ne

Runs bioinformatics analysis with Lobster AI -- single-cell RNA-seq, bulk RNA-seq, genomics (VCF/GWAS), proteomics (mass spec/affinity), metabolomics (LC-MS/GC-MS/NMR), machine learning (feature selec

Create clear, publication-ready Python data visualizations with pandas, Matplotlib, Seaborn, and optional Bokeh interaction. Use for choosing a chart from a dataset's structure, writing or revising pl

Generate professional weekly work reports for Feishu/Lark users. Automatically collect work data from various sources and create formatted weekly reports compatible with Feishu document format. Use wh

Expert web fetching and crawling using Scrapling. Use for any web_fetch task, JS-rendered pages, anti-bot sites, bulk URL fetching, or site crawling. Preferred over web_fetch tool for all URL retrieva

Designs product review collection and social proof strategy for DTC stores selling high-ticket electronics (e.g. smart projectors, professional drones). Use when the user mentions product reviews, soc

TRTC SDK configuration inspection and analysis tool. Downloads scene config template Excel, inspection result Excel, and project code from user-provided URLs, compares inspection results against targe

Business Model Canvas analysis tool. Use when users need to analyze company business models, perform business model canvas modeling, deconstruct business logic, evaluate profit models, or write busine

Bulk add subtitles to Quark movie folders with high success and low wrong-match risk. Best for "all subfolders" jobs, interrupted runs, and retrying failed titles with multi-source fallback (OpenSubti

Use when you need GA4 + GTM tracking delivery from site discovery through publish, or when the right phase entry point is still unclear.

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

Create publication-ready charts from any data source (CSV, JSON, FRED API, or inline data). Supports line, bar, scatter, area-fill, indexed series, annotations, and multi-series overlays. Use for econ

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

Convert documents (docx, doc, PDF, xlsx, xls) to structured JSON via MinerU. Full pipeline: file to mineru-open-api extract to Markdown then to JSON. Use when user wants to convert a document to JSON,

Deterministic reliability monitoring for OpenClaw assistant workflows. Use when you need to run ARW smoke probes, generate a daily digest, validate scorecard evidence, render a delivery preamble, insp

Verify or normalize biomedical and life-science reference lists, when the task is about AI-caused reference errors. Checks identifiers and bibliographic fields, preserves source evidence, and produces

Fetch exchange rates and convert currencies with the free Frankfurter API (no API key). Use for any exchange rate, currency conversion, forex, or historical FX data task, even if Frankfurter isn't men

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

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

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

Comprehensive research grounded in web data with explicit citations. Use when you need multi-source synthesis—comparisons, current events, market analysis, detailed reports.