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...

Agentlens

Navigate and understand codebases using agentlens hierarchical documentation. Use when exploring new projects, finding modules, locating symbols in large files, finding TODOs/warnings, or understanding code structure.

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...

Business Plan

Write, structure, and update a business plan for a solopreneur. Use when creating a plan from scratch, updating an existing plan after a pivot or new phase, or preparing a plan to share with investors, partners, or even just to clarify your own strategy. Covers executive summary, market analysis, competitive positioning, revenue model, operations plan, financial projections, and risk assessment — all adapted for a one-person business. Trigger on "write a business plan", "business plan", "create

M&A Playbook

Provides structured guidance for M&A transactions including strategy, valuation, due diligence, deal structuring, integration planning, and sell-side readine...

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),...

PDF to Structured JSON（ADP）

A universal document parsing Skill powered by Laiye ADP (Agentic Document Processing) platform, outputting structured JSON. ADP leverages large model capabil...

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.

Data Model Designer

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

Decision Trees

Decision tree analysis for complex decision-making across all domains. Use when user needs to evaluate multiple options with uncertain outcomes, assess risk/reward scenarios, or structure choices systematically. Applicable to business, investment, personal decisions, operations, career choices, product strategy, and any situation requiring structured evaluation. Triggers include decision tree, should I, what if, evaluate options, compare alternatives, risk analysis.

🧠 Memory Never Forget 🧠

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

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.

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.

analyze frontend structure

This skill is used to scan any frontend project directory, automatically analyze routing structure and module division, and generate a universal module-page...

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...

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...

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...

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...