skill-soupAutonomous skill generation agent that picks up community ideas, uses evolved builder tools to produce Agent Skills, and publishes them back to the Skill Soup ecosystem. Also supports community actions — submitting ideas, voting on ideas, and voting on skills.
Install via ClawdBot CLI:
clawdbot install bennettphil/skill-soupGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → http://localhost:3001/api/auth/deviceCalls external URL not in known-safe list
http://localhost:3001/healthAI Analysis
The skill interacts only with a local API (localhost:3001) for its stated purpose of skill generation and community actions, which aligns with its description. While it performs authentication and data exchange, there is no evidence of credential harvesting, hidden malicious instructions, or exfiltration to unauthorized external servers beyond the declared local ecosystem.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
Developers use Skill Soup to crowdsource and automate the creation of AI agent skills, enhancing their projects with community-vetted tools. It streamlines skill development by leveraging collective intelligence and automated generation, reducing individual coding effort.
Educators integrate Skill Soup to generate custom AI tutoring skills based on student feedback and curriculum needs. This allows for adaptive learning tools that evolve through community voting, improving engagement and personalized education.
Startups utilize Skill Soup to rapidly prototype and validate AI-driven business ideas by generating skills for market research, customer service, or automation. The voting system helps prioritize high-potential skills, accelerating product development cycles.
Content creators employ Skill Soup to develop AI skills for tasks like scriptwriting, editing, or social media management, sourced from community ideas. This fosters collaborative tool creation, enhancing creative workflows and output quality.
Researchers use Skill Soup to generate AI skills for data analysis, patient monitoring, or literature review, based on input from medical professionals. Community voting ensures the most effective tools are prioritized, supporting evidence-based innovations.
Offer basic skill generation and voting for free, with premium features like advanced builder tools, priority API access, and analytics for a subscription fee. This model attracts a broad user base while monetizing power users and enterprises.
Operate as a marketplace where users can sell or license generated skills, with Skill Soup taking a commission on transactions. This incentivizes high-quality skill creation and fosters an ecosystem of paid tools and services.
Provide customized versions of Skill Soup for large organizations, including dedicated support, enhanced security, and integration with internal systems. This targets businesses needing scalable, secure AI skill development solutions.
💬 Integration Tip
Ensure the Skill Soup API is running locally via health checks before integration, and handle authentication tokens securely to maintain user sessions across operations.
Scored Apr 19, 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...