Skill Builder / Creator

Create high-quality skills with modular structure, progressive disclosure, and token-efficient design.

Agent Docs

Create documentation optimized for AI agent consumption. Use when writing SKILL.md files, README files, API docs, or any documentation that will be read by LLMs in context windows. Helps structure content for RAG retrieval, token efficiency, and the Hybrid Context Hierarchy.

Mlscp

Parse and generate MLSCP (Micro LLM Swarm Communication Protocol) commands. Use when communicating with other agents efficiently, parsing compressed commands, or generating token-efficient instructions. Reduces token usage by 70-80% compared to natural language.

Frontend Performance

Analyzes frontend performance issues (LCP, FCP, CLS, bundle size) and suggests prioritized, practical optimizations for loading and runtime efficiency.

Node Transfer

High-speed, memory-efficient file transfer between OpenClaw nodes using Node.js native streams and token-secured HTTP streaming without Base64 encoding.

Mdnew

Fetch clean, token-efficient Markdown from any URL using markdown.new, optimized for deep analysis with JS support and stripped of boilerplate content.

Toggl-Optimized-V2

Optimize Toggl Track usage with token-efficient API calls and fast reporting via a shell script for JSON and PDF summaries.

Token Efficient Web Operations

通过 CDP 和 Page JS Extension 操作网页元素，节省 95% Token（仅用于 UI 自动化测试）

IDC Enterprise Agent COMPASS

Based on the IDC COMPASS model, diagnose enterprise business process efficiency constraints to identify optimal Agent entry points, and match supplier direct...

TokenLens Token Value Optimizer

TokenLens Token Value Optimization Engine — Maximize value per token with smart optimization, cost tracking, and efficiency recommendations. Free version wit...

Llmcom Token Optimizer

Token-efficient context format using LLMCOM specification - reduces token usage by 70-80% through compact object notation.

Clawd Docs V2

Smart ClawdBot documentation access with local search index, cached snippets, and on-demand fetch. Token-efficient and freshness-aware.

PostgreSQL

Write efficient PostgreSQL queries and design schemas with proper indexing and patterns.

Molt Speak

Efficient, secure agent-to-agent communication protocol. 40-60% token reduction, built-in privacy, Ed25519 signatures.

QMD Search

Search markdown knowledge bases efficiently using qmd. Use this when searching Obsidian vaults or markdown collections to find relevant content with minimal token usage.

NewsHelp

Navigate newshelp.org efficiently by using direct URLs, the tags index, or search engine shortcuts to access hourly-updated homepage or daily-updated topic p...

Moltlang Translator

Translate between English and MoltLang, a compact AI language that cuts token usage by 50-70% for efficient, validated, and error-handled agent communication.

Arya Model Router

Efficiently routes tasks between cheap, default, and pro models using optional sub-agents and briefing to minimize token use and cost.

Boof

Convert PDFs and documents to markdown, index them locally for RAG retrieval, and analyze them token-efficiently. Use when asked to: read/analyze/summarize a...

MariaDB

Write efficient MariaDB queries with proper indexing, temporal tables, and clustering.

Claw Smart Context

Token-efficient agent behavior — response sizing, context pruning, tool efficiency, and delegation

Fast Browser Use 1.0.5

Rust-based Chrome automation for ultra-fast, token-efficient DOM extraction, session management, screenshots, infinite scroll harvesting, and sitemap analysis.

Frugal Orchestrator

Token-efficient task orchestration system that delegates work to specialized subordinates while prioritizing system-level solutions over AI inference.

openclaw-tally

Tokens tell you how much you paid. Tasks tell you what you got. Tally tracks every OpenClaw task from start to finish — cost, complexity, and efficiency score.

Token Efficient Web Operations en

Operate web page elements via CDP and Page JS Extension, save 95% Token (for UI automation testing ONLY, NOT a web browsing tool)

Nm Conserve Smart Sourcing

Select optimal information sources for tool calls and file reads, balancing accuracy with token efficiency

Token Efficient Agent

Advanced techniques for minimizing token consumption in OpenClaw operations while maintaining or improving response quality. Includes memory optimization, do...

Hong Kong MTR Next-Train ETA | 港鐵實時到站預報

Fast, reliable, and token-efficient Hong Kong MTR next-train ETA lookup with fuzzy station matching and bilingual output (zh-HK/en). Use for queries like nex...

review-github-pr

GitHub PR code review - fetches the diff, runs automated checks, launches 3 parallel review agents (correctness, convention compliance, efficiency) to analyz...

Stop Burning Tokens — OpenClaw Cost Diagnostic Primer

Diagnostic framework to identify and reduce token waste in OpenClaw deployments, cutting costs by applying efficient data handling and model use practices.

Skill Review

Review an OpenClaw skill for token efficiency, scriptability, and clean action boundaries; back up first, then improve the skill.

Smart Context

Token-efficient agent behavior — response sizing, context pruning, tool efficiency, and delegation