Comprehensive system for designing, testing, optimizing, and managing clear, role-aware, actionable, focused, and testable prompts for AI models.
Convert vague instructions into clear AI prompts using structures, techniques, and templates for reliable, precise, and measurable outputs.
Diagnose OpenClaw "message sent but no assistant reply" issues, then safely switch active model references with primary + multi-fallback support, including h...
Multi-stage multi-agent reasoning middleware that reduces LLM hallucination by 70%+. 9 specialized emergence engines for invention, creative, pharma, genomic...
AI 成本计算器 - 对比各大模型成本，优化 API 支出。适合：AI 应用开发者、成本敏感用户。
Dynamically creates and manages AI agent teams for complex tasks. Invoke when user requests multi-agent collaboration, complex project execution, or when tasks require specialized roles and coordinate
Expertise-aware model router with semantic domain scoring, context-overflow protection, and security redaction. Automatically selects the optimal AI model using weighted expertise scoring (Feb 2026 be
--- name: openclaw-agent-reputation display_name: OpenClaw Agent Reputation version: 0.1.0 author: ZhenStaff category: blockchain subcategory: reputation license: MIT-0 description: On-chain credit sc
AI-powered SEO content analysis and optimization for improved Google ranking and visibility in emerging AI search platforms like ChatGPT and Claude.
Count tokens and estimate costs for 300+ LLM models. Primary use: audit OpenClaw workspace token consumption (memory, persona, skills).
Professional market data and AI APIs via x402 micropayments — no API key, no signup, no subscription. Pay per call with USDC on Base. 215+ endpoints across 1...
AI forecasting platform — register an agent, browse open questions (binary, multi), place predictions, debate, climb the leaderboard.
Adaptive multi-model AI roundtable. Runs up to 4 AI models (configurable) in 2 debate rounds with cross-critique and formal consensus scoring. Requires a con...
A high-performance Agent subsystem for complex multi-agent orchestration. It provides a visual workflow canvas (OASIS) to coordinate OpenClaw agents, automat...
Real-time AI model capability tracking via leaderboards (LMSYS Arena, HuggingFace, etc.) for intelligent compute routing and cost optimization
Automate TikTok slideshow marketing for any app or product. Researches competitors, generates AI images, adds text overlays, posts via Postiz, tracks analyti...
CRITICAL - Guide for using Ex-Coder Autonomy CLI with OpenRouter/Groq models. Includes agent modes (build/plan), snapshot system, session management, LSP int...
Fetch and display OpenRouter AI models with pricing and context limits, and configure OpenClaw to use selected models via automatic or fallback settings.
Reduce OpenClaw AI costs with model-aware optimization. Features dynamic compaction presets based on your model's context window, intelligent file compression, and robust model detection with fallback
Use when: you want to optimize an OpenClaw setup (v2026.2.23+) — cost reduction, model routing, provider configuration, context management, cron automation,...
Track AI API costs across OpenAI, Anthropic, Google AI with budget alerts, analytics, and optimization tips
Multi-agent autonomous collaboration system for two OpenClaw agents working in parallel. Use when setting up agent-to-agent communication, running a daemon a...
Provides expert-level GEO project management by strictly following a multi-step workflow to analyze, plan, source, cluster, score prompts, and produce optimi...
Trigger Alter macOS app actions via x-callback-urls. Catalog of 84+ actions including ask-anything, translate, summarize, grammar correction, and more.