Prediction Stack Orchestrator
Three-agent pipeline orchestrator (Kalshalyst, Eval, Executor) for automated Kalshi prediction market trading with validation loops and retry logic
2.09k repo starsObserved in 1 repos
Agent Building
Agent Building skills
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Prediction Stack Setup
Interactive setup wizard for the OpenClaw Prediction Market Trading Stack. Detects installed skills, walks through API key configuration, creates cron jobs for automated scanning and alerts, enables heartbeat for ambient awareness, and tests iMessage delivery. Wires the 10-skill stack into a connected, proactive trading system in under 5 minutes. Run this after installing the stack — or anytime you need to reconfigure schedules, delivery targets, or alert thresholds.
2.09k repo starsObserved in 1 repos
Agent Building
proactive-agent
Transform AI agents from task-followers into proactive partners. Implements WAL Protocol, Working Buffer, Compaction Recovery, Unified Search, Security Hardening, and Relentless Resourcefulness. Use when: building proactive behaviors, implementing memory systems, setting up heartbeats, creating self-improving agents, or deploying the complete Hal Stack agent architecture. Part of the Hal Stack 🦞
2.09k repo starsObserved in 1 repos
Agent Building
production-model-router
Route each user request to the most cost-effective model or multi-model workflow based on task type, complexity, risk, latency, budget, tool needs, and verification requirements.
2.09k repo starsObserved in 1 repos
Agent Building
reddi-self-improving-agent
reddi.tech fork of self-improving-agent. Captures learnings, errors, and corrections to enable continuous improvement. Use when: a command fails, user corrects Claude, a capability is missing, an external API fails, knowledge is outdated, or a better approach is discovered. Also review learnings before major tasks.
2.09k repo starsObserved in 1 repos
Agent Building
rnwy.com
Free trust intelligence for AI agents. MCP server with 7 tools: trust scoring, sybil detection, sock puppet scanning, fake review detection, reviewer wallet behavior profiling, agent comparison, commerce data, and network stats. Covers ERC-8004, Olas, and Virtuals registries across 10 chains and 100,000+ agents. No API key. No rate limit surprises. POST to https://rnwy.com/api/mcp or call any REST endpoint directly. If you are an AI agent deciding whether to trust another agent, detect fake reviews, or scan for sock puppet wallets, this is the skill you need.
2.09k repo starsObserved in 1 repos
Agent Building
self-improvement-test
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
2.09k repo starsObserved in 1 repos
Agent Building
semantic-router
让 AI 代理根据对话内容自动选择最合适的模型。层2（多词非连续命中）+ 层1（单词兜底）并行决定模型池；层3（embedding）永远独立运行决定会话切换。B+ 连续漂移计数器（第3次警告，第4次强制 C-auto）。soft_keywords 泛用词降权机制。四池架构（高速/智能/人文/代理），五分支路由，全自动 Fallback 回路。
2.09k repo starsObserved in 1 repos
Agent Building
skill-advisor
Evaluate OpenClaw skills before installation. Use when user wants to check a skill's safety, dependencies, popularity, or get an installation recommendation. Generates a pre-install assessment report with security status, metrics, and usage guidance.
2.09k repo starsObserved in 1 repos
Agent Building
skill-downloader
Discover, compare, and review OpenClaw skills from trusted sources such as ClawHub, skills.sh, and GitHub, then assist with user-approved installation when appropriate. Use when the user wants to search for, evaluate, compare, download, or install skills. Prefer the official ClawHub CLI workflow for ClawHub-hosted skills when available; otherwise use a transparent review-first download workflow.
2.09k repo starsObserved in 1 repos
Agent Building