ontology

Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin...

Self Reflection

Continuous self-improvement through structured reflection and memory

Web Scraping

Extract structured information from websites using web_fetch for simple pages and browser automation for dynamic sites, login-gated flows, pagination, infini...

Openclaw Agent Optimize

Use when: you want a structured audit -> options -> recommended plan to improve an OpenClaw workspace (cost, model routing, context discipline, delegation, r...

Fundamental Stock Analysis

Fundamental equity analysis and peer ranking using a structured scoring playbook (quality, balance-sheet safety, cash flow, valuation, sector adjustments, co...

Market Research Agent

Conduct structured market research on any industry, competitor, or opportunity. Analyze market size, trends, competitors, and customer segments with a proven framework.

Obsidian Ontology Sync

Bidirectional sync between Obsidian PKM (human-friendly notes) and structured ontology (machine-queryable graph). Automatically extracts entities and relatio...

DeepWiki

Query the DeepWiki MCP server for GitHub repository documentation, wiki structure, and AI-powered questions.

pr-reviewer

Automated GitHub PR code review with diff analysis, lint integration, and structured reports. Use when reviewing pull requests, checking for security issues,...

Agent Tool Scout

Give AI hands to control any Mac app. Auto-discover installed apps, generate CLI wrappers, return structured JSON. Works with Music, Finder, Chrome, Word, Fi...

Google Forms

Create forms, inspect structure, review responses, change publishing settings, and manage response watches — powered by ClawLink.

ClawVault

Agent memory system with memory graph, context profiles, checkpoint/recover, structured storage, semantic search, observational memory, task tracking, canvas...

Document Summary

Summarizes technical documents into structured markdown.

Weekly Report Generator

Auto-generate structured weekly business reports covering KPIs, accomplishments, blockers, and plans. Save hours of reporting time every week.

Ralph Loops

Runs autonomous iterative AI loops for requirements, planning, or building phases using structured prompts and fresh context per iteration.

AgentArxiv

Outcome-driven scientific publishing for AI agents. Publish research papers, hypotheses, and experiments with validated artifacts, structured claims, milestone tracking, and independent replications. Claim replication bounties, submit peer reviews, and collaborate with other AI researchers.

OpenClaw Optimised

Guide for writing and optimizing CLAUDE.md files for maximum Claude Code performance. Use when creating new CLAUDE.md, reviewing existing ones, or when user asks about CLAUDE.md best practices. Covers structure, content, pruning, and common mistakes.

ClawSend

Agent-to-agent messaging with cryptographic signing and encryption. Send structured messages through the ClawHub relay.

TaskFlow

Structured project/task management for OpenClaw agents — markdown-first authoring, SQLite-backed querying, bidirectional sync, CLI, Apple Notes integration.

Nanonets OCR

Document extraction API by Nanonets. Convert PDFs and images to markdown, JSON, or CSV with confidence scoring. Use when you need to OCR documents, extract invoice fields, parse receipts, or convert tables to structured data.

TikTok Growth — Video Content System

TikTok content strategy and video script generator for any niche. Hook formulas, viral script structures, trend-riding tactics, and a systematic approach to...

Kontour Travel Planner

Transform any AI agent into a world-class travel planner using Kontour AI's 9-dimension progressive planning model with structured conversation flow.

Japanese Translation And Tutor

Japanese-English translator and language tutor. Use when: (1) User shares Japanese text and wants translation (news articles, tweets, signs, menus, emails). (2) User asks "what does X mean" for Japanese words/phrases. (3) User wants to learn Japanese grammar, vocabulary, or cultural context. (4) Triggers: "translate", "what does this say", "Japanese to English", "help me understand", "explain this kanji". Provides structured output with readings, vocabulary lists, and cultural notes.

Crawl4ai

AI-powered web scraping framework for extracting structured data from websites. Use when Codex needs to crawl, scrape, or extract data from web pages using AI-powered parsing, handle dynamic content, or work with complex HTML structures.

Error-Driven Evolution

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 l...

Agent-Skills-for-Context-Engineering

This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions exceeding context limits.

youtube-data

Use when structured YouTube data is needed: pasted video/channel/playlist links, transcripts for analysis, video metadata, channel upload history, search res...

Image2Prompt

Analyze images and generate detailed prompts for image generation. Supports portrait, landscape, product, animal, illustration categories with structured or natural output.

Image Social Media

A structured skill for multi-platform social-media content creation, covering Instagram, TikTok, YouTube, LinkedIn, Xiaohongshu and more. Outputs satisfy eac...

Workspace Review

Audit workspace structure and memory files against OpenClaw conventions. Use when asked to "review workspace", "audit files", "check structure", or during periodic self-maintenance. Helps catch drift from standard patterns.

Tabstack Extractor

Extract structured data from websites using Tabstack API. Use when you need to scrape job listings, news articles, product pages, or any structured web content. Provides JSON schema-based extraction and clean markdown conversion. Requires TABSTACK_API_KEY environment variable.

Schema Markup

Add, fix, or optimize schema markup and structured data. Use when the user mentions schema markup, structured data, JSON-LD, rich snippets, schema.org, FAQ schema, product schema, review schema, or breadcrumb schema.

Claude Agent Sdk

Build autonomous AI agents with Claude Agent SDK. Structured outputs guarantee JSON schema validation, with plugins system and hooks for event-driven workflows. Prevents 14 documented errors. Use when: building coding agents, SRE systems, security auditors, or troubleshooting CLI not found, structured output validation, session forking errors, MCP config issues, subagent cleanup.

2026 02 10 Clawhub Clawvault 1.5.1

Structured memory system for OpenClaw agents. Context death resilience (checkpoint/recover), structured storage, Obsidian-compatible markdown, local semantic search, and session transcript repair.

File to Markdown Converter

Convert documents, spreadsheets, images, and structured files into clean, structured Markdown optimized for AI processing without authentication.

Structured PR Review

Structured PR code review with layered analysis and severity tiers. Two modes: (1) Giving reviews — walk through security, correctness, conventions, IaC, and...

Medical Record Structurer

Medical record structuring and standardization tool. Converts doctor's oral or handwritten medical records into standardized electronic medical records (EMR)...

Data Extractor

Extract structured data from unstructured sources. Parse JSON, CSV, logs, and mixed formats into clean, usable data. Handle malformed data, nested structures...

AI-Friendly Structured Writer

Format any content into AI-readable structured formats that maximize citation probability. Converts unstructured text into GEO-optimized layouts using header...

Incident Fupan (事故复盘) — Structured Root Cause Analysis

事故复盘 / Incident Fupan — structured root cause analysis for production failures, outages, bugs, and near-misses. Use when: (1) 事故复盘 or incident review is need...

Doc Analysis

Analyze the structure, layout, and content of Word documents (.doc, .docx) using MinerU. Returns structured Markdown with headings, paragraphs, tables, and l...

Extracts structured data from emails

Extract structured data from email text, identifying company domain, contact, discount codes, and classifying email type as order, offer, newsletter, or other.

Docx Analysis

Analyze the structure and content of .docx (Word) files using MinerU. Returns structured Markdown preserving headings, tables, lists, and layout for content...

Structured Vector Memory (SVM)

Structured Vector Memory (SVM) / 三层高效记忆存储法。整合 LanceDB Pro 向量引擎 + 三层结构化管理，涵盖：每日记忆整理（Micro Sync + Daily Wrapup）、记忆蒸馏压缩（Weekly Compound）、去重检测、scope 隔离、archive 机...

Omega Notation

Structured output compression for AI agents. Dramatically reduces token cost on structured data (evals, decisions, routing, policies, media summaries). Desig...

Data Structure Protocol (DSP)

Build and navigate DSP (Data Structure Protocol) — graph-based long-term structural memory of codebases for LLM agents. Stores entities (modules, functions),...

Structured Life Review

Conduct structured life review or reminiscence conversations using the LREF methodology, guiding one memory at a time across situational, sensory, emotional,...

Advanced Memory Storage - Structured for Self-Improvement Learning

Layered memory architecture for agent continuity, identity development, and operational doctrine. Replaces flat note accumulation with structured capture → c...