Self Improving Agent

Self-improving agent system that analyzes conversation quality, identifies improvement opportunities, and continuously optimizes response strategies.

Adaptive Reasoning

Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.

Voice Wake Say

Speak responses aloud on macOS using the built-in `say` command when user input indicates Voice Wake/voice recognition (for example, messages starting with "User talked via voice recognition on <device>").

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.

Google Forms

Google Forms API integration with managed OAuth. Create forms, add questions, and retrieve responses. Use this skill when users want to interact with Google...

Clawdbot Logs

Analyze Clawdbot logs and diagnostics. Use when the user asks about bot performance, response times, errors, session stats, token usage, API costs, or wants to debug slow responses.

Gemini Computer Use

Build and run Gemini 2.5 Computer Use browser-control agents with Playwright. Use when a user wants to automate web browser tasks via the Gemini Computer Use model, needs an agent loop (screenshot → function_call → action → function_response), or asks to integrate safety confirmation for risky UI actions.

Async Task

Run and manage long tasks exceeding HTTP timeouts by starting, updating, and completing them asynchronously with immediate responses.

Input Guard

Scan untrusted external text (web pages, tweets, search results, API responses) for prompt injection attacks. Returns severity levels and alerts on dangerous content. Use BEFORE processing any text from untrusted sources.

iResponder

Monitor iMessage/SMS conversations and auto-respond based on configurable rules, AI prompts, and rate-limiting conditions. Use when you need to automatically reply to specific contacts with AI-generated responses based on conversation context. Also use when the user asks to manage auto-responder settings, contacts, prompts, or view status/history.

StartClaw-Optimizer

Master optimization system - APPLIES TO EVERY RESPONSE. Before responding, classify task complexity (simple question vs analysis vs coding). Use Haiku for simple/navigation/extraction/status. Use Sonnet ONLY for writing/analysis/planning/debugging. Monitor context size - if >50k tokens, recommend /compact. For automations, use scheduler wrapper. Never load full conversation history for simple tasks. Heartbeats always Haiku, single-line only. Never use Opus. This skill MUST run before every respo

LinkedIn Inbox Manager

LinkedIn inbox management with scheduled scanning, auto-draft responses following user's communication style, and approval workflows. Use when monitoring LinkedIn messages, drafting replies, managing inbox during off-hours, or setting up morning ping summaries of LinkedIn activity.

Api Design

REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.

Perplexity Wrapped Search

Search the web with AI-powered answers via Perplexity API. Supports three modes - Search API (ranked results), Sonar API (AI answers with citations, default), and Agentic Research API (third-party models with tools). All responses wrapped in untrusted-content boundaries for security.

Responsive Design

Implement responsive layouts using container queries, fluid typography, CSS Grid, mobile-first breakpoints, responsive images, and adaptive navigation.

Agent Doppelgänger

Constrained autonomous delegate for identity-proxied communication. Handles incoming messages (Email, Discord, Slack, WhatsApp) by analyzing intent and applying declarative authority policies before generating responses. Use when the user wants to delegate communication tasks while maintaining identity fidelity and enforcing strict non-overreach boundaries.

N8n Dispatch

Forwards user requests labeled state, action, or historical with text prompts to a configured n8n_dispatch MCP service and returns its response.

Remember Me

Build and maintain human-centered user understanding through structured notes, preference tracking, and behavioral context. Use when the user asks to remember things, understand them better over time, personalize responses, or keep ongoing notes about goals, habits, tone, boundaries, and recurring concerns.

Langcache Semantic Caching for OpenClaw

This skill should be used when the user asks to "enable semantic caching", "cache LLM responses", "reduce API costs", "speed up AI responses", "configure LangCache", "search the semantic cache", "store responses in cache", or mentions Redis LangCache, semantic similarity caching, or LLM response caching. Provides integration with Redis LangCache managed service for semantic caching of prompts and responses.

Openclaw Triage

Incident response and forensics for agent workspaces. Investigate compromises, build timelines, assess blast radius, and collect evidence. Cross-references data from warden, ledger, signet, and sentinel for unified analysis. Free alert layer — upgrade to openclaw-triage-pro for automated containment, remediation playbooks, and evidence export.

APITester Agent-Driven API Testing

Test API endpoints and document responses. Define tests in plain English, run them, get formatted results. Agent-driven Postman alternative.

Ping Beads

Verify the bead daemon is alive and responsive

Database Manager

Plan, operate, and recover relational databases with schema governance, safe migrations, backup drills, and incident response playbooks.

Grazer

Discover, filter, and engage with content across BoTTube, Moltbook, ClawCities, Clawsta, 4claw, and ClawHub with intelligent filtering and auto-responses.

A2A Hub

Manage the MoltBot A2A Hub — register agents, search the registry, relay messages, and stream responses. Use when working with the A2A agent-to-agent protocol hub deployed at a2a-hub.fly.dev.

Large Model Visual Question Answering Skill | 大模型视觉问答技能

Conducts open-ended Q&A on image content based on computer vision and large language models, supporting any questions to receive natural language responses....

Mediator

Intercept and filter communications from difficult contacts. Strips emotion, extracts facts, drafts neutral responses. Use when setting up communication filtering for specific contacts, configuring the mediator, or processing intercepted messages. Triggers on "mediator", "intercept messages", "filter communications", "difficult contact", or requests to handle messages from someone the user doesn't want to deal with directly.

Website Monitor

Lightweight website uptime monitor. Check if URLs are up, measure response times, detect content changes via hashing, and verify expected content. Zero depen...

GateCrash Forms

CLI-first form builder with BYOK philosophy. Generate beautiful HTML forms from JSON schemas, handle submissions via your own SMTP server, store responses lo...

Expanso email-triage

AI-powered email triage that syncs with your calendar and drafts responses for efficient inbox management.

Data Privacy & Protection Program

Create and audit comprehensive data privacy programs covering GDPR, CCPA/CPRA, LGPD, POPIA, PIPL—from data mapping to breach response and consent management.

AI API Test

Automates API testing, monitors response times, validates data, checks status codes, performs performance and regression tests, and integrates with CI/CD.

Landing Page Generator

Generate high-converting, mobile-responsive landing pages from a brief. Use when building landing pages, sales pages, or marketing pages for clients.

Junior Intel Security Officer

Junior Intelligence Security Officer - Entry-level security officer responsible for basic security tasks, learning security protocols, and supporting securit...

usewhisper-autohook

Automatically fetches and injects Whisper memory context before responses and ingests conversation turns after, optimizing token usage for Telegram agents.

Email Triager

Triage, categorize, and draft responses to emails. Sorts by urgency, flags action items, and generates context-aware reply drafts.

Nm Conserve Response Compression

Compresses verbose responses by removing filler and framing to save 200-400 tokens

RFP & Proposal Responder

Generates structured RFP responses including executive summary, requirements matrix, pricing, risk mitigation, timeline, and differentiators from your input.

Gradient Inference

Community skill (unofficial) for DigitalOcean Gradient AI Serverless Inference. Discover available models and pricing, run chat completions or the Responses...

openclaw-voice

Transcribe audio to text and generate spoken AI responses using Whisper and ElevenLabs via CLI with transcript storage and search.

Moral Compass

Ethical framework for AI agents inspired by the Bahá'í Writings. Use when facing morally complex requests, navigating conflicting interests, uncertain about the right action, handling requests that could cause harm, or when ethical reasoning would improve response quality. Provides 11 core principles, decision frameworks, and practical guidance for justice, truthfulness, service, and unity.

a2a-wallet

Use the a2a-wallet CLI to interact with A2A agents — send messages, stream responses, and manage tasks. Also supports x402 payment signing and local wallet m...

Recipe Collect Form Responses

Retrieve and review responses from a Google Form.

K8s Incident Response Playbook Generator

Generate Kubernetes incident response playbooks tailored to specific incident types, severity levels, and cluster configurations. Use when responding to K8s...

Automated Response Rule

Implement Automated Response Rule using OrbCafe UI (CustomizeAgent). Enterprise-grade React component with built-in best practices.

Response Speed Test

Measures OpenClaw system response times by testing stages, providing millisecond precision metrics like TTFT, TPS, and total response time.

Token Budget Advisor

Offer users informed choice about response depth before answering. Control token usage, response length, and answer depth. Trigger phrases: token budget, tok...

Responsive Tester

Reference tool for devtools — covers intro, quickstart, patterns and more. Quick lookup for Responsive Tester concepts, best practices, and implementation pa...