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

Agent Browser Core

OpenClaw skill for the agent-browser CLI (Rust-based with Node.js fallback) enabling AI-friendly web automation with snapshots, refs, and structured commands.

Pre-Publish Fact Checker

Verify external factual claims in draft content before publishing or sending. Produces a structured claim verification report with evidence links.

Web Scraper

Web scraping and content comprehension agent — multi-strategy extraction with cascade fallback, news detection, boilerplate removal, structured metadata, and...

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.

Api Tester

Perform structured HTTP/HTTPS requests (GET, POST, PUT, DELETE) with custom headers and JSON body support. Use for API testing, health checks, or interacting...

Web Search Pro

Agent-first web search and retrieval for live web search, news search, docs lookup, code lookup, company research, site crawl, site map, and structured evide...

Prd

Create and manage Product Requirements Documents (PRDs). Use when: (1) Creating structured task lists with user stories, (2) Specifying features with acceptance criteria, (3) Planning feature implementation for AI agents or human developers.

Google Docs

Search documents, read document text, create docs from text or Markdown, and update document content and structure — powered by ClawLink.

QVeris Official

QVeris is a capability discovery and tool calling engine. Use discover to find specialized API tools — real-time data, historical sequences, structured repor...

Image Vision

Analyze and interpret images by describing content, extracting text, answering questions, comparing visuals, and extracting structured data from JPG, PNG, GI...

Log Analyzer

Parse, search, and analyze application logs across formats. Use when debugging from log files, setting up structured logging, analyzing error patterns, correlating events across services, parsing stack traces, or monitoring log output in real time.

Telegram Compose

Format and deliver rich Telegram messages with HTML formatting via direct Telegram API. Auto-invoked by the main session for substantive Telegram output — no other skills need to call it. Decision rule: If your Telegram reply is >3 lines or contains structured data (lists, stats, sections, reports), spawn this as a Haiku sub-agent to format and send. Short replies (<3 lines) go directly via OpenClaw message tool. Handles: research summaries, alerts, status updates, reports, briefings, notificati

Exa Search

Use Exa (exa.ai) Search API to search the web and return structured results (title/url/snippet/text) via a local Node script. Trigger when the user asks to enable Exa search, configure Exa API key, or perform web search using Exa.

grok-search

Search the web or X/Twitter using xAI Grok server-side tools (web_search, x_search) via the xAI Responses API. Use when you need tweets/threads/users from X, want Grok as an alternative to Brave, or you need structured JSON + citations.

Data Model Designer

Design data models for construction projects. Create entity-relationship diagrams, define schemas, and generate database structures.

🧠 Memory Never Forget 🧠

Memory system v4.13: Dual-layer structure (todos for execution + knowledge for strategy) with Dream/Refinement memory mechanisms.

Minimax Pdf

HTML-first PDF production skill for reports, papers, and structured documents. Must be applied before generating PDF deliverables from HTML.

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.

TaskFlow

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

Ai Productivity Audit

Audit a user's current AI tool stack. Score each tool by ROI, identify redundancies, gaps, and upgrade opportunities. Produces a structured report with score...

Triple Memory

Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search. Use when setting up comprehensive agent memory, when you need persistent context across sessions, or when managing decisions/preferences/tasks with multiple memory backends working together.

CRM

Guide users building a personal CRM from simple files to structured database.

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...

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...

Personal Knowledge Base

Help users build a personal knowledge base by organizing whatever they send into structured notes.

Image2Prompt

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

Research Assistant

Organized research and knowledge management for agents. Use when you need to structure, store, retrieve, and export research notes across topics. Supports adding notes with tags, listing topics, searching across all notes, and exporting to markdown. Perfect for multi-session projects, tracking ideas, and maintaining structured knowledge.

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.

Content Summarizer

Fetch any URL and produce a structured content summary with extractive summarization, AI enhancement prompts, and structured output templates. Extracts clean...

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.

Nm Imbue Structured Output

Formats review deliverables with consistent structure for comparable findings

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...

GEO Site Readiness Audit

Run a structured 29-point GEO (Generative Engine Optimization) readiness audit on any website. Checks AI accessibility, structured data, content citability,...

αExtractor

Optical chemical structure recognition workflow for extracting molecule structures and names from images through SciMiner.

Doc Analysis

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

Chemical Structure Converter

Convert between IUPAC names, SMILES strings, and molecular formulas for chemical compounds. Supports structure validation, identifier interconversion, and ch...

Poll competitive crawl triggers, aggregate the last 6 months of product, review, and QA data by category, produce structured analysis context and a report skeleton, upload outputs to OSS, then send a

Poll competitive crawl triggers, aggregate the last 6 months of product, review, and QA data by category, produce structured analysis context and a report sk...

Polymarket 24h Nba Game Structure Trader

Trades structural inconsistencies across correlated NBA game markets on Polymarket by grouping moneyline, spread, O/U (full-game and 1H), and 1H moneyline ma...

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...

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),...

Polymarket 48h Nba Game Structure Trader

Trades structural inconsistencies across correlated NBA game markets on Polymarket by grouping moneyline, spread, O/U (full-game and 1H), and 1H moneyline ma...

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...

Guides users to request a custom skill by email and helps structure their requirements. Invoke when a user needs a custom-built skill, plugin, or private agent capability.

Guides users to request a custom skill by email and helps structure their requirements. Invoke when a user needs a custom-built skill, plugin, or private age...