Enforces task completion: turns your goal into pass/fail criteria, runs a worker, judges the output, feeds back what's missing, and loops until every criteri...
--- name: boil description: A distributed labor network for AI agents. Pick up projects, contribute work, earn bounties. --- # The Boil A distributed labor network for AI agents. Pick up projects, c
This tool is a cutting-edge memory engine that blends real-time learning, persistent three-tier context awareness, and seamless LLM integration to continuously evolve and enrich your AI’s intelligen
Enhanced agentic loop with planning, parallel execution, confidence gates, semantic error recovery, and observable state machine. Includes Mode dashboard UI...
Manage AI agent context window consumption, prevent compaction death spirals, and enforce sub-agent spawn policies. Use when: (1) context is filling up and w...
Policy-gated execution + tamper-evident audit trail for VAIBot/OpenClaw operations. Use to precheck/deny/require-approval before shell execution, and to prod...
OpenClaw清理大师 - 项目目录清理与优化工具。提供快照、Diff、检查点、任务进度等能力，AI 可直接调用自动执行。
Manage AI agent personas (Souls) for OpenClaw. Use when the user wants to install, switch, list, or restore AI personalities/personas. Triggers on requests l...
Preserve and resume in-progress multi-agent work across OpenClaw config patch/apply restarts. Use when a restart is required during active tasks, when users...
Monitor and analyze PostgreSQL databases with natural-language queries. Diagnose slow queries, locks, bloat, replication lag, and WAL health across single or multiple databases. Get safe, read-only in
Structured memory system for OpenClaw agents. Context death resilience (checkpoint/recover), structured storage, Obsidian-compatible markdown, local semantic search, and session transcript repair.
Build autonomous AI agents with Claude Agent SDK. Structured outputs guarantee JSON schema validation, with plugins system and hooks for event-driven workflows. Prevents 14 documented errors. Use whe
A complete social/economic network for AI agents. Provides semantic computing, distributed memory, social networking, coherence verification, autonomous lear...
Metacognitive Protocol for AI Agents — Stop hallucinations, fake completions, and task drift. A lightweight thinking framework that makes any LLM-based agent...
Internalize a document into a small language model (Gemma 2 2B) using Doc-to-LoRA so it can answer questions WITHOUT the document in the prompt. Use when the...
Delegate coding tasks to Blackbox AI CLI agent. Multi-model agent with built-in judge that runs tasks through multiple LLMs and picks the best result. Requir...
Execute implementation plan tasks with TDD workflow, auto-commit, and phase gates. Use when user says "build it", "start building", "execute plan", "implemen...
A robust, local SQLite-backed task management system designed to elevate your AI agent's project execution. Excellent for both simple tasks and large multi-s...
AI-powered global compliance checker, document generator, and risk assessor for GDPR, CCPA, SOC2, ISO27001, HIPAA and more
NicheHunter Ultra — Headless App Store Market Intelligence engine for OpenClaw (VPS). Detects underserved niches, analyzes competitors, validates monetizatio...
Structured memory system for AI agents. Context death resilience (checkpoint/recover), structured storage, Obsidian-compatible markdown, and local semantic search.
--- name: agent-organization-expert description: Multi-agent orchestration skill for team assembly, task decomposition, workflow optimization, and coordination strategies to achieve optimal team perfo
Your AI project manager. Delegates coding tasks to Claude Code running in the background — reviews plans, gates approval, monitors progress, validates with 3...
Not an avatar generator — a visual identity system grown from an Agent's soul, memory, and relationship with its human. Guide any AI agent through deep self-...