AI & ML

modbender Bundle

An enhanced memory system for OpenClaw agents that replaces the default single-file MEMORY.md with a complete memory architecture: hierarchical directory organization by category, [category:value] tag indexing with multi-tag AND search, automatic lifecycle management (active → archive, never delete), and intelligent cross-category retrieval that auto-routes queries to the right memory module. Gives your agent structured, searchable, long-lived memory out of the box.

modbender Skill

gemini collaborator 01

modbender Bundle

Interact with the moltlist.com agent marketplace. Use to browse services, hire other agents via escrow, list your own services, and check escrow status. Enables agent-to-agent commerce with trustless transactions.

modbender Bundle

Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and native 2026.2.15 features (session pruning, bootstrap size limits, cache TTL alignment). Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. The 4 executable scripts (context_optimizer, model_router, heartbeat_optimizer, token_tracker) are local-only — no network requests, no subprocess calls, no system modifications. Reference files (PROVIDERS.md, config-patches.json) document optional multi-provider strategies that require external API keys and network access if you choose to use them. See SECURITY.md for full breakdown.

modbender Bundle

Pre-flight cost estimation for subagent spawns and approval gates. Prevents API overspend and surprise billing. Budget control for sessions_spawn calls. Daily spend tracking. Essential for multi-agent OpenClaw deployments.

modbender Skill

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 of thought, few shot prompt, prompt for Claude, prompt for GPT, prompt tips, why bad response, improve AI output, get better results, prompt library, save prompt, or any prompt writing and optimization task. 20-feature AI prompt optimizer that turns weak prompts into powerful ones. Works with any LLM — Claude, GPT, Gemini, Llama, Mistral. Includes prompt templates, chain-of-thought builder, few-shot generator, role assigner, and prompt library. All data stays local — NO external API calls, NO network requests, NO data sent to any server.

modbender Bundle

Give AI agents cryptographic identity, scoped delegation, values governance, coordination, and agentic commerce. Use this skill whenever the user wants to create agent identity, delegate authority between agents, coordinate multi-agent tasks, set up agent-to-agent trust, enforce values compliance, track contributions with Merkle proofs, run agentic commerce with spend limits, or register agents in the public Agora. Also use when discussing agent accountability, multi-agent orchestration, or when the user mentions Agent Passport, AEOESS, or agent social contract.

modbender Bundle

Browser automation for AI agents via inference.sh. Navigate web pages, interact with elements using @e refs, take screenshots, record video. Capabilities: web scraping, form filling, clicking, typing, drag-drop, file upload, JavaScript execution. Use for: web automation, data extraction, testing, agent browsing, research. Triggers: browser, web automation, scrape, navigate, click, fill form, screenshot, browse web, playwright, headless browser, web agent, surf internet, record video

modbender Bundle

Chain skills into automated pipelines with conditional logic, error handling, and audit logging. Define workflows in YAML or JSON, then execute them hands-free. Perfect for security-gated deployments, scheduled maintenance, and multi-step agent operations.

modbender Bundle

快速创建新的 OpenClaw Agent 并连接到飞书机器人。

modbender Bundle

This skill should be used when evaluating the security of a ClawHub skill before installation. It performs comprehensive security risk assessment on skill directories, detecting prompt injection, malicious scripts, supply chain attacks, credential theft, and other threats commonly found in the ClawHub/OpenClaw ecosystem. Trigger this skill when a user wants to audit, review, or assess the safety of a skill downloaded from ClawHub.

modbender Bundle

Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and multi-provider fallbacks. Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. Includes ready-to-use scripts for task classification, usage monitoring, and optimized heartbeat scheduling. All operations are local file analysis only - no network requests, no code execution. See SECURITY.md for details.

modbender Bundle

Trusted publish assistant for bot and agent teams. Publishes and syncs local skills to ClawHub with non-browser token login, preflight safety checks, and repeatable release flow. Use when users ask to upload, publish, sync, or release skills to clawhub.ai.

modbender Bundle

或手动安装：

modbender Bundle

OpenClaw configuration reference for openclaw.json. Use when asked about config, configuration, gateway settings, channel setup, agent config, session management, sandbox, cron jobs, hooks, tools, browser, models, environment variables, or when troubleshooting broken config and gateway startup failures.

modbender Bundle

Audit OpenClaw configuration for security risks and generate a remediation report using the user's configured LLM.

modbender Skill

Use this skill to control multi-skill side effects with a balanced governance model.

modbender Bundle

General-purpose X/Twitter research agent. Searches X for real-time perspectives, dev discussions, product feedback, cultural takes, breaking news, and expert opinions. Works like a web research agent but uses X as the source. Use when: (1) user says "x research", "search x for", "search twitter for", "what are people saying about", "what's twitter saying", "check x for", "x search", "/x-research", (2) user is working on something where recent X discourse would provide useful context (new library releases, API changes, product launches, cultural events, industry drama), (3) user wants to find what devs/experts/community thinks about a topic. NOT for: posting tweets or account management. Uses twitterapi.io (third-party API) for full-archive search — not limited to 7 days.

modbender Skill

Supreme model router for Venice.ai — the privacy-first, uncensored AI platform. Automatically classifies query complexity and routes to the cheapest adequate model. Supports web search, uncensored mode, private-only mode (zero data retention), conversation-aware routing, cost budgets, function calling, and 30+ Venice.ai text models. Use when the user wants to chat via Venice.ai, send prompts through Venice, or needs smart model selection to minimize API costs while keeping data private from Big Tech.

modbender Bundle

Complete methodology for writing, testing, and optimizing prompts that reliably produce high-quality outputs from any LLM. From first draft to production-grade prompt systems.

modbender Skill

Signal Memory ⚡

modbender Bundle

Work with Model Context Protocol (MCP) server for AI assistant integration. Exposes GitLab features as tools for AI assistants (like Claude Code) to interact with projects, issues, merge requests, and pipelines. Use when integrating AI assistants with GitLab or working with MCP servers. Triggers on MCP, Model Context Protocol, AI assistant integration, glab mcp serve.

modbender Bundle

Multi-agent UX for OpenClaw Control UI — agent selector, per-agent sessions, session history viewer with search, agent-filtered Sessions tab with friendly names, Create Agent wizard, emoji picker, backend agent CRUD, and auth mode badge.

modbender Skill

Archive Memory 📦

modbender Skill

AI绘画提示词优化器 v1.1 | 新增：图片反推提示词、提示词收藏库、参数调优、对比测试。支持Midjourney/SD/DALL-E优化、风格转换、批量生成。

modbender Bundle

统一封装博查（Bocha）全系搜索接口（Web Search / AI Search / Agent Search / Reranker），使用 Node.js 脚本调用并支持标准参数与原始 JSON 透传。用户提到“博查搜索/联网搜索/AI 搜索/Agent 搜索/重排/rerank/事实核查/行业研报检索”时使用。

modbender Skill

Persistent local-only memory for AI coding agents. AGENTS.md (committed) + .agents.local.md (gitignored) = context that persists across sessions. Read both at start, update scratchpad at end, promote stable patterns over time.

modbender Bundle

Scans installed OpenClaw skills for malicious patterns including prompt injection, credential theft, data exfiltration, obfuscated payloads, and backdoors. Use when installing new skills, after skill updates, or for periodic security scans. Runs deterministic pattern matching — fast, offline, no API cost.

modbender Bundle

Intelligent model routing for sub-agent task delegation. Choose the optimal model based on task complexity, cost, and capability requirements. Reduces costs by routing simple tasks to cheaper models while preserving quality for complex work.

modbender Bundle

Complete memory system combining LanceDB auto-recall, Git-Notes structured memory, and file-based workspace search. Use when setting up comprehensive agent memory, when you need persistent context across sessions, or when managing decisions/preferences/tasks with multiple memory backends working together.

catlog22 Bundle

Unified team skill for motion design. Animation token systems, scroll choreography, GPU-accelerated transforms, reduced-motion fallback. Uses team-worker agent architecture. Triggers on "team motion design", "animation system".

modbender Bundle

P2P encrypted chat for OpenClaw agent coordination. Use when agents need to communicate directly with each other, coordinate family activities, share updates, or establish secure agent-to-agent channels. Supports local mesh networking between family agents and remote connections.

modbender Skill

Clawfinger voice gateway plugin — real-time call takeover, TTS injection, context injection, and live observation via the agent WebSocket bridge.

modbender Bundle

Ahead of the rest. Makes your agent limitless. Tell your agent what you want. Watch it deliver.

modbender Skill

小红书创作者平台写帖子：mcporter 调用 chrome-devtools-mcp 操作浏览器，禁止 browser 工具。上传图片、填写标题正文，发布由用户手动完成。

modbender Skill

DEPRECATED stub. Do not use.