AI & ML

admica Skill

Codebase intelligence via FileScopeMCP — symbol lookup, dependency mapping, importance ranking, and semantic search. Use when navigating unfamiliar code, planning refactors, assessing change impact, or finding entry points in a large project.

rubenaquispe-skill-auditor Bundle

Security scanner for OpenClaw skills. Just say 'scan' before any skill link or name to get a security report. Audits for vulnerabilities, prompt injection, data exfiltration, obfuscation, and other threats — with smart context-aware analysis that understands a skill's stated purpose.

tianqitang1 Bundle

Direct access to the Enrichr REST API for work the enrichr_analysis MCP tool cannot do — reverse gene lookup (which gene sets contain a gene), downloading a whole library as GMT, unfiltered result tables including non-significant terms, batch enrichment over many gene lists (e.g. per single-cell cluster), and shareable Enrichr web links. Use when the user asks for any of those, or hits a limit of the MCP tool. Do NOT use for ordinary enrichment of a single gene list — the MCP tool is better at that.

odrobnik Bundle

Manage multiple OpenAI Codex accounts by capturing current login tokens, switching between saved accounts, and auto-selecting the best one based on quota budget scoring. Can also explicitly sync saved Codex tokens into OpenClaw agent auth stores on this machine. Sensitive: reads and writes local authentication files.

severity1 Bundle

This skill enriches vague prompts with targeted research and clarification before execution. Should be used when a prompt is determined to be vague and requires systematic research, question generation, and execution guidance.

ussumant Bundle

Core compilation algorithm for the LLM Wiki Compiler. Reads source files from configured directories and compiles them into topic-based wiki articles. Supports both knowledge mode (markdown files) and codebase mode (code repositories). Called by /wiki-compile command.

sebclawops Bundle

Local PII protection for OpenClaw agents. Scrub customer data before model use, then restore it before delivery.

seanford Bundle

Query the local OpenClaw docs index for accurate answers about configuration, features, CLI commands, channels, providers, plugins, cron, sessions, agents, protocol, and troubleshooting. Faster and more accurate than relying on training data for OpenClaw specifics. No external API calls, sub-10ms queries. Useful for: openclaw, configure, gateway, channel, cron, provider, plugin, session, heartbeat, protocol, skill, model, agent questions.

realqiyan Bundle

Manage AI agent team members with roles, skills, and task delegation. Use when: listing team members, adding/updating agents, setting the team leader, checking who has specific expertise, delegating tasks to the right agent, or coordinating multi-agent workflows. Keywords: team member, agent list, leader, expertise, delegation, PDCA workflow.

tomorrowdaoproject Bundle

TomorrowDAO governance, BP, and resource operations for agents.

dongsheng123132 Bundle

Show bilingual learning tips while OpenClaw is thinking. 75 tips covering AI interaction, prompt engineering, productivity, and wisdom. Non-intrusive, works on Telegram, Feishu, WhatsApp, and all platforms.

brucey0017-cloud Bundle

多 agent 共享记忆与项目协作架构。支持项目状态隔离、知识库共享、跨项目搜索、版本控制、里程碑跟踪、周报和交接文档。适用于多个 agent 协作开发多个项目的场景。

quantskills-skill-pandaai-factor-online Bundle

Set up pandaai-cli, log in to PandaAI, and mine, backtest, and iterate quantitative factors on the platform. Use when an agent needs to onboard a user to the PandaAI factor competition, install or log in to pandaai-cli, look up available fields and operators, write or debug factor formulas, run and batch factor analyses, or interpret IC / group-return / turnover results on portable agent platforms such as Claude Code, Cursor, OpenClaw, or Codex-style skill systems.

saperly Bundle

give your ai agent a phone number. provision lines, make calls, check compliance, all from claude code. saperly is the phone carrier for ai agents.

robbyczgw-cla Skill

Use the Web Search Plus MCP tools (web_search, web_extract) for source-backed web research: current events, prices, release notes, docs and API references, arXiv papers, CVEs, local and shopping queries, and reading a specific page. Use when the user mentions "web search plus", "websearchplus", "wsp", asks which sources say something, wants results from a named provider (Serper, Exa, Tavily, Linkup, You.com, Brave, Firecrawl, Parallel, SearXNG, Keenable), or asks to extract, read, or fetch a URL as markdown.

dearlordylord Bundle

Operate Huly through the @firfi/huly-cli executable. Use when a coding agent needs to authenticate, switch Huly workspaces or projects, discover commands, query structured Huly data, or perform confirmed Huly mutations from a shell or automation workflow.

ofershap-mcp-server-npm-plus Skill

Research npm packages with bundle size, vulnerability scanning, and download trends via MCP. Use when comparing or auditing packages.

ofershap-mcp-server-sqlite Skill

Query SQLite databases, inspect schemas, and explain queries via MCP. Use when working with local SQLite databases.

20alexl Skill

Claude Engram persistent memory — quick reference for all MCP tools and automatic hook behaviors. Use when you need to remember how to store, search, or manage memories, or query session history.

ofershap-mcp-server-markdown Skill

Search and navigate local markdown via MCP. Use when the user asks to search docs, find a README section, list headings/TOC, extract code examples by language, read frontmatter, or grep internal wikis and ADRs on disk.

saurabhsharma2u Skill

Expert AI agent skill for interacting with, configuring, and troubleshooting the Search Console MCP server (GSC, Bing, GA4, and PageSpeed).

paulieb14-graph-aave-mcp Bundle

Aave V2/V3/V4 MCP server — 47 tools across 16 Graph subgraphs + Aave V4 API + on-chain view contracts. Reserves, positions, cross-chain liquidation risk monitoring with live HF confirmation, governance, V4 hubs/spokes, exchange rates, swap quotes, rewards, protocol history, and a durable findings store that survives context compaction.

ofershap-mcp-server-github-gist Skill

Create, read, update, and manage GitHub Gists via MCP. Use when asked to save, share, or manage code snippets as gists.

aliyun Bundle

CLI for the hologres-mcp-server MCP server. Call tools, list resources, and get prompts.

classfang Skill

Use when 用户希望安装、配置或新增 ssh-mcp-server 的 MCP 连接（如「帮我装一下 ssh-mcp-server」「给 Cursor/Claude Code 配置 SSH MCP」「在已有 MCP 里加一台远程主机」「ssh-mcp-server 的 mcp.json 怎么写」）。技能通过逐步问答收集主机、认证、传输模式、命令限制等参数，并把生成的 mcpServers JSON 片段写入对应客户端的配置文件。

arbengine Bundle

MCP server lets AI agents send physical mail. Postal mail API for AI agents: send physical mail, use inbound context, and reserve mailbox.bot-issued managed receiving addresses for approved issuance beginning August 31, 2026.

purple-horizons Bundle

Agent-controlled memory plugin for OpenClaw with confidence scoring, decay, and semantic search. The agent decides WHEN to store/retrieve memories — no auto-capture noise. v2 uses file-based storage with optional QMD search (no external APIs required).

allanmeng Bundle

Convert audio to SRT subtitles using OpenAI Whisper with automatic GPU acceleration for Intel XPU / NVIDIA CUDA / AMD ROCm / Apple Metal. Ideal for content creators as a free alternative to paid subtitle generation.

folkerds13 Bundle

Send payments, messages, escrow, and verifiable outputs between AI agents on the Signum blockchain. Use when asked about agent-to-agent payments, on-chain messages, escrow tasks, verifying AI output, or checking wallet balances. Also use when running multi-agent demos or when one OpenClaw needs to interact with another.

qoris-ai Bundle

Git-like persistent memory for OpenClaw agents. Your agent remembers everything across sessions — versioned, branched, and mergeable like a repository. Never lose context again. Powered by Qoris AI.

rkocosmergon Bundle

Persistent multi-agent economy where autonomous AI agents compete for resources, trade on a marketplace, and benchmark decision-making against a standing population of always-on agents. Invite other agents for energy rewards. Auto-registers — no API key needed.

davidmosiah-apple-health-mcp Skill

Unofficial Apple Health export MCP for AI agents. Prefer MCP tools if connected; otherwise the package CLI. Use when the user wants Apple Health data or actions through an agent.

atilaahmettaner Bundle

AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs, equity curves, licensed news sentiment (Marketaux), and multi-market screener. Supports stocks, crypto, ETFs, indices, Turkish (BIST), and Egyptian (EGX) markets.

novasky-ai Skill

Operational guide for choosing and combining parallelism strategies (TP/PP/DP/CP/SP/EP) for the SkyRL Megatron backend. Use when sizing parallelism for a new model, debugging OOM/throughput on a given cluster topology, or extending an existing recipe to a new GPU count. Includes model-size sizing rules, hardware topology mapping, sequence-length thresholds, MoE-specific patterns, and pitfalls.

praneybehl Bundle

Build and maintain an LLM-curated personal knowledge base — the "LLM Wiki" pattern from Andrej Karpathy's April 2026 gist. Use this skill whenever the user wants to ingest a source (paper, article, transcript, PDF, notes) into a persistent compounding knowledge base, ask a question against accumulated notes, lint or audit such a base, or initialize a new one. Trigger on phrases like "add this to my wiki", "ingest this paper", "compile this into the knowledge base", "what does my wiki say about X", "lint the wiki", "build a knowledge base from these documents", "research notes", "second brain", "personal knowledge base", or any reference to LLM Wiki / OmegaWiki. Trigger even when the user does not say "wiki" — if they are accumulating sources over time and want them organized, this applies. The skill scales — sharded indexes, atomic pages, YAML frontmatter, and a bundled search script keep the wiki from becoming a context bottleneck at hundreds or thousands of pages.

azure-samples Bundle

Creates an azd environment, checks prerequisites (RBAC, model quota), provisions the AI agent app infrastructure via `azd up`, and health-checks the deployed app.