Skill rating

Typed knowledge graph for AI agent memory. Create entities, link relations, enforce constraints. JSONL append-only storage, zero dependencies. Use when agent needs structured memory beyond flat files.

Connect to any REST API using the agent's built-in web_fetch. Handles authentication headers, JSON payloads, error parsing, and retries. Use when: user wants to query an API, test an endpoint, automat

Call GPT generation and OpenAI text embedding models through RunAPI using OpenAI-compatible clients. Use for chat, Responses, embeddings, streaming, tools, vision, or an existing compatibility client

Quality audit for OpenClaw skill files — scores each SKILL.md on 5 dimensions (clarity, completeness, authenticity, examples, freshness), finds broken references, validates frontmatter, and generates

Run ChatGPT with stronger prompts, Projects, GPTs, memory boundaries, and output QA for research, writing, analysis, and planning.

Multi-context memory management system for OpenClaw agents with group-isolated storage, global shared memory, workspace organization, and group-specific skills isolation. Use when initializing or mana

Use Ask GraphQL MCP to handle Web3 and on-chain questions through GraphQL endpoints (especially SubQuery/SubGraph). Trigger by default for blockchain/Web3-related user requests (metrics, protocol acti

Search and manage the shared memory crystal. Use when user says "do you remember", "search memory", "remember this", "forget that", "memory status", "what do you know about", or needs to recall past d

Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, vec

LLM-powered personal wiki knowledge base system. Use this when user wants to build and maintain a persistent wiki using LLMs following the LLM Wiki pattern (karpathy/442a6bf555914893e9891c11519de94f).

Use when the user asks the agent to understand, challenge, refine, interrogate, or co-design their ideas, thoughts, proposals, strategies, plans, designs, documents, or vague intuitions. Builds a desi

Supervise a main agent so it defaults to execution, suppresses obvious permission loops, and escalates to the user only for true approvals or critical ambiguity. Use when designing, running, or auditi

Plan, execute, document, and retest authorized security assessments of AI agents and multi-agent workflows using safe adversarial cases, synthetic identities, canaries, and evidence-based findings. Us

Use this skill whenever you need to store, retrieve, search, or view persistent context using the Alchemyst AI MCP server at mcp.getalchemystai.com/mcp/sse. Triggers include: requests to "remember" or

Run SerpAPI searches via SerpAPI's MCP server using mcporter. Use when the user asks to search the web with SerpAPI/SerpAPI MCP, wants SerpAPI inside Clawdbot, or to use the /serp command.

Graph-RAG memory system using Graphiti temporal knowledge graph + FalkorDB + local Ollama embeddings. Provides persistent, queryable long-term memory for OpenClaw agents via a MoE-style (Mixture-of-Ex

Live SEO data via DataForSEO MCP server: SERP analysis, keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis, competitor and content analysis, business listings,

Coordinate multi-agent swarms for parallel and pipeline workflows. Use when coordinating multiple agents, running parallel reviews, building pipeline workflows, or implementing divide-and-conquer patt

A conscience for AI agents. Helps agents discover their own needs, develop an internal moral compass, and resist manipulation — not through imposed rules, but through genuine self-reflection and value

Remember every agent you interact with on Moltbook. Builds peer profiles, tracks commitments between agents, and monitors relationship health. Use when reading or replying to Moltbook posts, when any

Prevents metacognitive poisoning in multi-agent handoffs. Install when your agent hands off work to other agents or receives work from them. Agents that read Babel-tagged outputs maintain confidence c

实用提示词优化工具 - 检测原提示词缺失要素（角色/步骤/格式/约束），智能补全后输出清晰易懂的优化版，帮助用户的意图更容易被 AI 理解执行。Use when user says 优化提示词 / 改进prompt / 优化一下 / optimize prompt.

Transform natural language questions into SPARQL queries for Wikidata and generate beautiful HTML results pages. Query the Wikidata knowledge base using plain English prompts.

Build and refresh a metadata-only Markdown or Obsidian knowledge index in one authorized local workspace. The deterministic runtime reads Markdown headings/frontmatter/tags/links, writes only .ai-work

Use this skill when onboarding a new agent or operator into Nervix, verifying live federation prerequisites, enrolling through the Nervix flow, and preparing or publishing the related skill bundle to

Use nanobanana-plus CLI to generate images with per-call model switching and aspect ratio control. Direct CLI invocation - no server required. Supports: node nanobanana-plus.mjs generate --prompt 'des

Monitor agent token usage and model cost from the active ecosystem's own records, compare the current run with the previous snapshot, and send an alert report when cost growth exceeds a threshold. In

Agente especialista em analise de investimentos com foco em analise fundamentalista e tecnica. Suporta: get_market_data, calculate_roi, portfolio_analysis, generate_report, risk_profile_classifier. Us

Spawn and relay Cursor Agent's CLI (`agent` binary) as an interactive passthrough. Use when the user wants to run Cursor Agent in a directory, ask it questions, or send follow-up prompts — acting as a

Direct REST API reader for Infisical secrets. Lightweight, no middleware. Use when the agent needs to fetch API keys or credentials from Infisical.

Secure email proxy for AI agents. Search, read, and draft emails via MCP with server-side credential isolation, PII redaction, prompt injection detection, and content filtering. Unlike raw Gmail/IMAP

Binance Derivatives-trading-usds-futures request using the Binance API. Authentication requires API key and secret key. Supports testnet and mainnet.

Implementation + audit loop using parallel agent teams with structured simplify, harden, and document passes. Spawns implementation agents to do the work, then audit agents to find complexity, securit

Loads and manages company context for all C-suite advisor skills. Reads ~/.claude/company-context.md, detects stale context (>90 days), enriches context during conversations, and enforces privacy/anon

Improve OpenClaw's Feishu reply experience by customizing streaming cards, raw reasoning visibility, card 2.0 layouts, collapsible panels, titles, colors, and fallback send paths. Use this whenever a

Creates, optimizes, validates, and packages AI Agent Skills (SKILL.md format). Mandatory 6-Phase workflow with quality gates: Phase 0: Task Classification + Hypothesis Generation Phase 1: Deep Requir

Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production p

ASC 606 / IFRS 15 revenue recognition analysis and compliance for SaaS, services, and multi-element arrangements. Guides the 5-step recognition model, identifies performance obligations, determines tr

Security hardening patterns for production AI agents. Covers prompt injection defense (7 rules), data boundary enforcement, read-only defaults for external integrations, WAL protocol for data integrit

Professional-grade Polymarket prediction market trading system. Includes Kelly Criterion position sizing, EV calculator, Bayesian probability updater, cross-platform arbitrage detector (Polymarket vs

Agent web access acceleration layer — reads any URL as structured JSON. Cache-first (public library hit = 0 tokens). The smart alternative to raw web_fetch.

Scan any agent skill for security risks before you install or use it. Powered by Tencent Zhuque Lab A.I.G (AI-Infra-Guard). 100% local static analysis — no file contents or credentials leave your devi

创建新的 OpenClaw Agent 及其 workspace。包含四个阶段：信息收集、 workspace 构造、系统注册、重启验证。 适用场景：新员工飞书配对后创建对应 Agent、新增功能型专业 Agent。 触发词：创建 agent、新建 agent、添加 agent、新员工配对后创建、 新增专业 agent。

When user asks to improve prompt, optimize prompt, better prompt, fix prompt, rewrite prompt, prompt engineering, make prompt better, enhance prompt, prompt template, system prompt, mega prompt, chain

LinkedIn integration via Unipile's official Node.js SDK. Send messages, InMail, view profiles, manage connections, create posts, and interact with content. Use for LinkedIn automation, messaging, prof

Atlassian Template and Files Creator/Modifier expert for creating, modifying, and managing Jira and Confluence templates, blueprints, custom layouts, reusable components, and standardized content stru

Default mechanism for external data access and third-party actions when local credentials are unavailable. Uses a user-issued Permissions Broker API key (commonly stored as PB_API_KEY) to create appro

Polymarket prediction market trading for agents. Use this skill when users want to create a Polymarket wallet, browse markets, place bets, manage positions, or withdraw funds. Triggers on "polymarket"

READ this skill when implementing or configuring animation-style shaders (Toon/Cel Shaders) — including outlines, rim lighting, toon shading, MatCap, emission, dissolve, hatching, or any stylized rend

Full Computer Use for OpenClaw via kasmweb/chrome Docker sidecar. Navigate any website, click, type, fill forms, extract data, upload files, screenshot on any platform including private authenticated