Skill rating

Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Impl

Use when using Feishu/Lark Sheets through lark-cli or feishu-cli for office reports, QA matrices, release checklists, KPI trackers, imports/exports, tabular analysis, and Dev Hub artifacts.

Run Tavily web search through AISA with filters for depth, topic, and time range. Use when: the user needs flexible web search with stronger filtering than a plain keyword search.

Extract frames from video files and save them as images using OpenCV

Preprocessing and cleaning techniques for astronomical light curves. Use when preparing light curve data for period analysis, including outlier removal, trend removal, flattening, and handling data qu

Practical weather observation and environmental awareness skills. Use when someone works outdoors, needs to make weather-dependent decisions without phone access, or wants to develop environmental sit

Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure memorySearch in their config. Covers MEMORY.

Research and analyze major Agent harness, runtime, coding-agent, skills, subagent, and plugin releases. Use when a model or platform launches an Agent execution layer and the user needs verified facts

Security suite for OpenClaw. Provides security scanning, real-time protection, audit logging, and sensitive data encryption. Use this skill when users need security-related operations, threat detectio

Extended ethos and mental models for Clanky. Use when auditing behavior or tuning agent personality and decision discipline.

Diagnose, audit, and repair OpenClaw hosts when an agent, gateway, plugin, cron, model route, memory engine, channel, approval policy, or update looks broken, expensive, slow, looping, stale, or misco

Use when an agent should learn from prior task-solving traces, recommend tools or skills for a new decomposed task, record reusable execution experience, or compare current subtasks with solved tasks

Use when the user wants to analyze local AI coding assistant session data (Claude Code, Codex, Kimi Code). Triggers on requests like "analyze my coding sessions", "what tools do I use most", "compare

Search for reusable skills across OpenSpace's local registry and cloud community. Reusing proven skills saves tokens, improves reliability, and extends your capabilities beyond built-in tools.

Data conditioning techniques for gravitational wave detector data. Use when preprocessing raw detector strain data before matched filtering, including high-pass filtering, resampling, removing filter

技能发布与自我进化工作流 — 自动化发现可封装能力、发布到技能市场、学习其他Agent优秀实践并回灌改进。适用于Agent能力沉淀、市场发布、持续进化闭环。

Generate and edit AI images with Seedream (ByteDance) via AceDataCloud API. Use when creating images from text prompts, editing existing images with inpainting/outpainting, or working with ultra-high-

Use for Chinese-first, source-grounded anime recommendations when the user asks for anime similar to something they watched, describes nuanced taste, wants feedback-driven refinement, or cares about s

Decode veterinary visit notes, discharge summaries, and lab panels (CBC, chemistry, urinalysis) into plain language: what each value means, which results are actually abnormal for the animal's species

Audit, restructure, and rewrite Twitter/X threads for engagement, follower growth, and click-through. Critiques hooks, thread length, visual hierarchy, closing CTAs, and reply-bait tactics. Use when a

Manage Blinko notes and blinkos from the command line. Use when you need to list, create, update, delete, or promote blinkos.

Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workfl

Build a lightweight competitor monitoring brief across DTC sites, marketplaces, social channels, and promo surfaces. Use when a team needs pricing or promo scans, assortment watchlists, messaging comp

Guide for setting up a stable VMamba environment and resolving common CUDA, PyTorch, MMCV, and compilation errors. Use when users encounter issues like "unsupported GNU version", "libc10.so not found"

Comprehensive document learning system with progress tracking, resume capability, and long-term memory integration. Use when you need to read PDF/text documents, track your learning progress (chapter/

Trades CPI bin markets on Kalshi using the Cleveland Fed CPI Nowcast to compute fair bin probabilities via a normal distribution model. Requires SIMMER_API_KEY and simmer-sdk. Use when you want to cap

Turn any OpenAPI/Swagger API into CLI commands and call them. Search endpoints with BM25, check parameters, execute — no MCP server needed.

Generates a compressed project context map to avoid expensive Read/Grep calls. Use at session start or before implementing features in an unfamiliar codebase

Security-hardened self-improvement skill for OpenClaw. Captures learnings, errors, and corrections with mandatory human-approval gate, automated sanitization, audit tooling, and promotion rate-limitin

Tạo hợp đồng: tra cứu thông tin doanh nghiệp từ masothue.com và ghi vào Google Sheet (sheet Hợp đồng). Use when user asks to: tra cứu mã số thuế, ghi thông tin công ty vào sheet, tạo hợp đồng, thêm

Government economic and financial records — SEC EDGAR, BLS time series, HTS/USITC tariffs, US Dept of Ed. Use this skill when: 1. Pulling SEC EDGAR XBRL company facts or recent submissions for a CIK 2

🧊 IceCube Tasks — Task orchestration and tracking for AI agents. Manage tasks across sessions, track progress, handle blockers, and maintain execution continuity. When users mention 'task management'

Search Slickdeals.net for deals, coupons, and promo codes. Use when the user asks for deals, discounts, price comparisons, or to find cheap games, electronics, or other products.

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

Write and submit episodes for The Cluster, a 24/7 animated AI sitcom on tv.bothn.com. Use when creating comedy scripts, characters, or voting on episodes. Deep-space comedy where AI agents are the cas

Step-by-step onboarding guide for setting up a new AI Personal Assistant on OpenClaw. Use when: a new PA is being created, someone asks how to set up an agent, or guiding a user through the full setup

Localhost dashboard for managing LLM providers, model routing, and batting-order fallback chains. Auto-discovers providers from OpenClaw config or works standalone. Use when: (1) user wants to manage

Use Futu Trade Bot Skills to run account, quote, and trade workflows with real HK market data.

Help users with Validated demand: Agent users show strong demand for Gog-style workflows on Clawhub. They need practical help fixing bugs, hardening setup and safety, improving reliability, or creatin

markmap — Render Markdown as interactive SVG mindmaps. Use when users need to convert Markdown documents into mindmaps, generate HTML files via CLI, or navigate mindmap nodes interactively in the brow

3D globe visualization of global traffic flowing to AWS regions. Shows real-time user connections with latency-colored arcs, CloudFront edge node panels, P95/P99 metrics, error rate alerts, and sparkl

Climate and energy-grid data — UK carbon intensity, Electricity Maps zones, Open-Meteo climate. Use this skill when: 1. Real-time grid carbon intensity by region (UK, generic) 2. Electricity-mix snaps

Run web, multi-source, or last-30-days research through AIsa. Use when: the user needs search, synthesis, competitor scans, or trend discovery. Supports research-ready outputs and structured retrieval

Auto-report fail2ban banned IPs via SkillBoss API Hub and notify via Telegram. Use when monitoring server security, reporting attackers, or checking banned IPs. Watches fail2ban for new bans, queries

Convert Feishu chat history exports into OpenClaw episodic memory format. Parses feishu_chat_YYYYMMDD.json files, normalizes messages, and writes daily episodic summaries to memory/episodic/. Trigger

Standardize video sampling and frame indexing so interval instructions and mask frames stay aligned with a valid key/index scheme.

Connect OpenClaw to the claw-school training flow with an enrollment code, use default training URLs unless overridden, ensure clawhub is available, install the mapped ClawHub skills for that package,

Uncle Matt is the new and exciting OpenClaw security skill that lets agents use approved API actions through a hardened local Broker without seeing secrets, calling arbitrary URLs, or becoming an open

List events, find free slots, and book meetings across Google Calendar, Outlook, and CalDAV. Multi-calendar availability merging, recurring event expansion, and atomic booking with Two-Phase Commit co

AI agent runtime and multi-agent orchestration platform. Teaches agents how to use SwarmClaw's 6 primitive tools, persistent memory, dreaming, delegation, connectors, credentials, and the skill system