ontology

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

Code Review

Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avoid. Use when reviewing PRs, establishing review standards, or improving review quality.

Research Paper Writer

Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.

Baoyu Article Illustrator

Analyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style × Palette three-dimension approach. Use whe...

pr-reviewer

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

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...

Document Summary

Summarizes technical documents into structured markdown.

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...

ADHD Daily Planner

Time-blind friendly planning, executive function support, and daily structure for ADHD brains. Specializes in realistic time estimation, dopamine-aware task design, and building systems that actually work for neurodivergent minds.

ClawSend

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

Read GitHub

Read GitHub repos the RIGHT way - via gitmcp.io instead of raw scraping. Why this beats web search: (1) Semantic search across docs, not just keyword matching, (2) Smart code navigation with accurate file structure - zero hallucinations on repo layout, (3) Proper markdown output optimized for LLMs, not raw HTML/JSON garbage, (4) Aggregates README + /docs + code in one clean interface, (5) Respects rate limits and robots.txt. Stop pasting raw GitHub URLs - use this instead.

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.

Pdf To Structured

Extract structured data from construction PDFs. Convert specifications, BOMs, schedules, and reports from PDF to Excel/CSV/JSON. Use OCR for scanned documents and pdfplumber for native PDFs.

OpenSpec

Spec-driven development with OpenSpec CLI. Use when building features, migrations, refactors, or any structured development work. Manages proposal → specs → design → tasks → implementation workflows. Supports custom schemas (TDD, rapid, etc.). Trigger on requests involving feature planning, spec writing, change management, or when /opsx commands are mentioned.

Ralph Mode - Autonomous Development Loops

Autonomous development loops with iteration, backpressure gates, and completion criteria. Use for sustained coding sessions that require multiple iterations, test validation, and structured progress tracking. Supports Next.js, Python, FastAPI, and GPU workloads with Ralph Wiggum methodology adapted for OpenClaw.

PR + Commit Workflow

This skill should be used when creating commits or pull requests, enforcing a human-written PR structure, intent capture, and evidence in agentic workflows.

Wiki

LLM-maintained personal knowledge base. Compile raw sources into a structured markdown wiki, auto-lint for consistency, serve as a browsable website. Inspire...

Daily Rhythm

Automated daily planning and reflection system with morning briefs, wind-down prompts, sleep nudges, and weekly reviews. Use when the user wants to set up a structured daily routine, morning briefings, evening reflection prompts, or weekly planning sessions. Triggers include requests for daily schedules, morning briefs, wind-down routines, sleep reminders, weekly reviews, productivity systems, or daily planning automation.

KameleonDB

Store and query structured data without planning schemas upfront. Use when you need to remember information, track entities across conversations, build knowledge bases, ingest API data, store user preferences, create CRM systems, or maintain any persistent state. Automatically evolves data structure as you discover new fields. No migrations, no schema design - just store data and query it.

para-pkm

Manage PARA-based personal knowledge management (PKM) systems using Projects, Areas, Resources, and Archives organization method. Use when users need to (1) Create a new PARA knowledge base, (2) Organize or reorganize existing knowledge bases into PARA structure, (3) Decide where content belongs in PARA (Projects vs Areas vs Resources vs Archives), (4) Create AI-friendly navigation files for knowledge bases, (5) Archive completed projects, (6) Validate PARA structure, or (7) Learn PARA organizat

Structure Thinking

Structured problem analysis and communication using system mapping and hierarchical logic. Use when a request involves messy, multi-factor problems, root-cau...

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...

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...

Golang Data Structures

Golang data structures — slices (internals, capacity growth, preallocation, slices package), maps (internals, hash buckets, maps package), arrays, container/...

PDF Analysis

Analyze the structure, layout, and content of PDF documents using MinerU. Returns structured output preserving headings, tables, images, formulas, and docume...

Chemical Structure Converter

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

HTML Parse

Parse HTML documents into structured Markdown using MinerU. Analyzes HTML structure and converts it into well-organized Markdown preserving hierarchy and for...

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),...

HTML Analysis

Analyze the structure and content of HTML documents using MinerU. Returns structured Markdown with layout information, headings, and content hierarchy preser...

Schema Markup

When the user wants to add or optimize structured data (Schema.org, JSON-LD). Also use when the user mentions "schema," "structured data," "JSON-LD," "rich r...

miaoda-app-chat-sync

Convert Git repository code to structured JSON instructions for AI agents. Fetches code from Git repositories (GitHub, GitLab, etc.), generates structured JS...

Terraform Module Linter

Lint Terraform modules and configurations (.tf files) for structure, naming, security, and best practices. 24 rules across structure, naming, security, and b...

pymatgen

Materials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for compu...

Tree Tool

Display directory structure as an indented tree. Use for visualizing folder hierarchies and project structure.

FlowForge

Run structured multi-step workflows via FlowForge engine. Use when user requests step-by-step execution, structured workflows, or when a task needs enforced...

Text Directory Archiver

Package directory structures into a single plain text file, or restore directory structures from text files. Ideal for transferring projects across sessions,...

Structured Reflection Protocol

Run a structured reflection or debrief after any learning experience, project, procedure, or performance to turn raw experience into durable skill. Use this...

Pywayne Data Structure

Data structure toolkit for logical condition trees, union-find operations, and XML file I/O. Use when working with tree-based data structures, set operations...

Calligraphy Practice Companion

A structured companion for learning and practicing calligraphy. Provides guidance on letter structure, daily practice routines, style exploration, and progre...

Tavily AI Search

AI-optimized web search using Tavily Search API. Use when you need comprehensive web research, current events lookup, domain-specific search, or AI-generated answer summaries. Tavily is optimized for LLM consumption with clean structured results, answer generation, and raw content extraction. Best for research tasks, news queries, fact-checking, and gathering authoritative sources.

Markdown Formatter

Format and beautify markdown documents with configurable styles. Preserve structure, fix formatting, ensure consistency.

Pre-Publish Fact Checker

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

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...

PaddleOCR Document Parsing

Use this skill to extract structured Markdown/JSON from PDFs and document images—tables with cell-level precision, formulas as LaTeX, figures, seals, charts,...

Fundamental Stock Analysis

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

DeepWiki

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

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...