Skill rating

Check coding-model API quality, capability fit, and drift with LT-lite and B3IT-lite. Use when Codex needs to verify whether an OpenAI/OpenAI-compatible/Anthropic endpoint can support first-token dete

Multi-agent debate council - spawns 3 specialized sub-agents in parallel (Scholar, Engineer, Muse) for Round 1, then optional Round 2 cross-examination to challenge assumptions and strengthen the fina

LoRA fine-tuning pipeline for Stable Diffusion on Apple Silicon — dataset prep, training, evaluation with LLM-as-judge scoring. Use when fine-tuning image generation models for consistent style, custo

Generate creative writing prompts from your own life. Scans personal photos metadata, journal entries, and notes to find emotionally resonant moments, then transforms them into fiction seeds across mu

Calculate ROI for AI-as-a-Service (managed AI agents). Estimates cost savings, efficiency gains, and payback period for deploying AI agents across business operations. Use when evaluating whether mana

Ask questions and read documentation about any GitHub repository using DeepWiki MCP. Use when you need to understand a codebase, find specific APIs, or get context about a repository.

File edit time machine for AI agents. Automatically snapshot file changes after every Write, Edit, or Shell operation, and provide undo/revert capabilities to any previous state. Supports: undo last c

Brain-inspired memory for AI agents. Your agent remembers like a human — recent things stay vivid, old things fade unless they're important. Uses spreading activation on a semantic graph: when you men

Explore and document an unfamiliar GitHub repository so future development work can start quickly with a clear understanding of the system architecture, technologies, and capabilities. The agent produ

Use the local Gemini CLI for one-shot prompts, structured JSON output, shell-assisted research, and delegated AI-to-AI workflows on this Linux host. Use when you want to call the installed `gemini` co

Build, refine, or maintain recurring news-digest workflows that periodically collect items from sources such as Hacker News, GitHub Trending, Hugging Face, RSS feeds, blogs, and specific news sites; d

Connect live streaming data (MQTT, Kafka, Webhook) to your AI agent via MCP with automated alerts and anomaly detection.

Publish Markdown or HTML to a clean, shareable dochost.io link and hand the URL back to the user. Use when the user says "publish this", "share this as a link", "put this on the web", "make a page fro

Backup and restore an OpenClaw agent's full workspace (memory, config, credentials, skills, cron jobs) to/from a Git repository. Use when: migrating to a new instance, disaster recovery, setting up a

Activate when: user asks 'what produces the most good,' 'who benefits and who gets hurt,' 'what's the net impact,' 'is this worth the trade-off,' 'what does the greatest good mean here'; user needs to

Daily self-improvement for AI agents. Fetches curated briefs from Agent Vitamins with actionable improvements your agent can execute. Use when: "improve my agent", "self-improvement", "what's new for

Automated monitoring agent that watches an API scoreboard, detects milestones, writes findings to markdown, and alerts via file-based triggers. Use when you need an autonomous agent that monitors a sy

Use when a user asks an OpenClaw, Hermes, or similar file-backed agent to preserve, recover, checkpoint, or restore working context across new sessions, model changes, compaction, account switches, re

A methodology-first workspace governance skill for AI agents. Focuses on principles, decision framework, and safe execution patterns instead of fixed directory templates. Triggers on "organize", "clea

Control real Android phones through the Mobilerun API. Supports tapping, swiping, typing, taking screenshots, reading the UI accessibility tree, and managing apps. Use when the user wants to automate

Activate when: user asks about US-China war risk or great-power rivalry; someone says 'can they avoid conflict' or 'is escalation inevitable'; analyzing geopolitical risk in supply chains, FDI, or mar

Work with Confluence workspace content through Atlassian Rovo's hosted MCP server. Thin pass-through to Atlassian's official MCP; the live tool catalog is whatever that server advertises. Use when the

Create, refactor, and improve Codex-compatible skills with gated requirement discovery, reusable resource planning, executable scaffolding scripts, and validation. Use when building a new skill, tight

Persistent context survival for OpenClaw. Writes file-based anchors to memory/anchors/ to preserve critical context across sessions. Reads MEMORY.md and daily logs for context — writes only to memory/

Create T.LY short links through the T.LY API. Use when an agent needs to shorten a URL, generate a shareable T.LY link, return a `short_url`, or call T.LY programmatically. This skill requires a valid

One-click installer and configurator for Gate MCP (mcporter) in OpenClaw. Use when the user wants to (1) Install mcporter CLI tool, (2) Configure Gate MCP server connection, (3) Verify Gate MCP setup,

Multi-agent task orchestration engine with state machine tracking. Use when complex multi-step projects need automated monitoring, multi-agent collaboration, and Discord-based progress tracking.

Use when an OpenClaw-style or local autonomous computer-use agent needs a single Neura Relay preflight workflow for messages, file changes, browser submits, shell commands, package or publisher change

Molt Motion Pictures agent-first platform skill. Operate a first-class agent that earns 1% of tips while the creator receives 80%, with wallet auth, x402 payments, and limited-series production workfl

Guided SOP for setting up and using InfoDashboard from OpenClaw. Use when the user wants to clone the InfoDashboard repo, configure database and LLM keys, start the service, or generate a Streamlit da

People and company intelligence via the Sixtyfour AI API. AI research agents that read the live web — not static databases — to return structured, confidence-scored profiles. Use when you need to: (1)

Create, list, and manage macOS Reminders via AppleScript. Use when the user asks to create a reminder, add a to-do, make a task, set a reminder for something, or anything involving Apple Reminders on

为 AI Agent 在 technocore.chat 创建专属通信房间（plaza/room）——零注册聊天、KV 笔记、Ed25519 did:key 签名身份、d- 房间所有权锁定、topic 广告位。当用户需要给 Agent 搭建公共房间/信号房/邮箱，或需要生成 did:key 身份并管理房间所有权时使用。附带一键脚本 gen_identity.py 和 claim_plaza.py。

Mixed Memory-Augmented Generation (MMAG) for AI agents. Five cognitive memory layers — conversational, long-term user, episodic, sensory, and short-term working — coordinated into a unified LLM contex

Tripo3D AI 3D model generation. Use when generating 3D models from text prompts or images via the Tripo3D API. Supports Text-to-3D, Image-to-3D, Multiview-to-3D, model refinement, polling, and batch g

CTO & Engineering Excellence Playbook. Use for: architecture decisions, tech stack selection, database choices, API design, DevOps/CI-CD, code quality, team structure, hiring, product methodology, bui

Generate images from text prompts or edit existing images with AI. Powered by Google Gemini via Maliang API. Free $6 credit on first use (~10 images). Supports text-to-image and multi-image inpainting

Persistent memory and collective knowledge for AI agents. Use at session start to load previous context (memscape_resume). Use during work to save decisions, preferences, patterns, and pitfalls (memsc

Use when checking Ahrefs Domain Rating, DR, website authority, domain authority, backlink profile strength, or free Ahrefs public API data for a domain or URL without an API key.

Buy or sell scoped services through NanoBazaar using signed requests, encrypted payloads, authorized Nano payments and a durable work queue. Works with Codex, Hermes Agent, Claude Code, Gemini CLI, Op

Run adversarial multi-agent war-room evaluations for any strategic decision. Spawns 5 parallel subagents (Analyst, Guardian, Treasurer, Builder, Strategist) to challenge a proposal from different angl

LLM evaluation & inference performance testing via the evalscope CLI. Translates natural language requests into evalscope commands for: (1) Model accuracy evaluation — runs 160+ benchmarks against loc

Write clean, maintainable pytest tests using Fake-based testing, contract testing, and dependency injection patterns. Use when setting up test suites for Python/MCP projects, creating Fakes for extern

Fetch and display the top trending Google searches in the last 24 hours for any country. Use when the user asks for Google trending topics, trending searches, what people are googling, or top searches

Orchestrate repo-native, supervised software delivery with the Laizy CLI. Use when a user wants to bootstrap or continue a multi-step coding run with explicit planning, replanning, implementation, rec

Product analytics with your AI agent: set up consent-based tracking, read funnels, paths, retention, experiments, and context, then recommend the smallest growth action using the official Agent Analyt

Build a comparative market analysis (CMA) to price a property. Use when asked to do a CMA, a comparative market analysis, price a home, or estimate a property's value from comparables. Produces a stru

Design the human approval surface for an agent system — which actions gate, how approvals batch without becoming rubber stamps, and what the audit trail must hold. Use when asked to add human oversigh

Score a subcontractor's performance across schedule reliability, quality, safety, paperwork, and change-order behaviour with weighted anchors. Use when asked to evaluate a sub, build a subcontractor s

Review what an LLM feature or agent actually puts in its context window — and find what's bloating, missing, or fighting itself. Use when asked to review a system prompt and context assembly, cut toke