benchmark-lobster-forge用元认知引导发现值得被做成小龙虾的机会点，并将其收敛为可开箱即用的基准 Agent 小龙虾。
Install via ClawdBot CLI:
clawdbot install beachanger/benchmark-lobster-forgeGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Jul 22, 2026
用户对职业发展方向感到模糊，通过元认知引导识别出核心能力短板和机会点，生成可迭代的成长规划 Agent，持续追踪进展。
内容创作者有多个选题想法，但不确定哪些值得深耕。技能可帮其评估选题价值、收敛架构，输出一个专注于内容策略的基准 Agent。
创业者有一个产品概念，需快速判断其市场可行性。技能通过多视角评估和收敛，生成市场验证 Agent，辅助用户进行 MVP 测试。
用户积累了大量零散笔记和想法，但缺乏系统化管理。技能帮其识别高频整理场景，设计一个基于元认知的知识管理 Agent，实现闭环。
用户想培养运动或饮食习惯，但经常放弃。技能评估其行为模式，生成一个持续陪伴和反馈的养成 Agent，提升坚持率。
用户按月或年订阅使用基准 Agent 蓝图库，持续获得新场景的蓝图和升级。收入来自订阅费。
针对企业或个人客户的具体需求，提供一对一的元认知引导和基准 Agent 蓝图定制服务。收入按项目或小时计费。
搭建一个基准 Agent 蓝图市场，允许第三方造虾师上架蓝图并收取平台佣金。收入来自交易抽成。
💬 Integration Tip
将技能输出与现有Agent治理和创建工具链集成，确保蓝图可直接输入到治理层进行合规检查，再流转至创建层生成实际Agent。同时，对接用户常用的沟通平台（如Telegram）以完成部署测试闭环。
Scored May 31, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...