mini-agentMini-Max AI 编程助手 - 基于 MiniMax M2.5 模型的智能代码开发工具,支持文件操作、命令执行、代码编写等功能。适用于 OpenClaw Agent 系统。
Install via ClawdBot CLI:
clawdbot install l1-m1ng/mini-agentGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Accesses system directories or attempts privilege escalation
/var/log/Calls external URL not in known-safe list
https://github.com/MiniMax-AI/Mini-Agent.gitAI Analysis
The skill enables arbitrary file system access and command execution, posing significant risk if the underlying AI model is compromised or misdirected. While the external API call to MiniMax is consistent with its stated purpose, the installation from a GitHub repository introduces supply chain risk.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 21, 2026
Developers use Mini-Agent to automate code writing, debugging, and file management tasks. It supports multiple programming languages and integrates with existing workflows to accelerate development cycles.
IT administrators leverage Mini-Agent to execute bash commands, monitor processes, and manage configurations. It helps automate routine tasks like file editing and service management in Linux environments.
Writers and technical teams use Mini-Agent to generate and edit markdown files, record notes, and organize project documentation. It streamlines content updates and ensures consistency across files.
Educators and students utilize Mini-Agent to learn programming by writing scripts, fixing bugs, and reviewing code. It provides interactive guidance and supports hands-on practice in a controlled environment.
Offer Mini-Agent as a paid subscription for developers and teams, providing access to advanced features like API integration and priority support. Revenue is generated through monthly or annual fees.
Sell enterprise licenses to large organizations for custom deployments, including on-premise installations and dedicated support. This model targets businesses needing high security and scalability.
Provide a free basic version of Mini-Agent with limited features, while charging for premium add-ons like enhanced AI models, additional tools, or cloud storage. This attracts a broad user base and upsells advanced capabilities.
💬 Integration Tip
Ensure the MiniMax API key is properly configured in config.yaml and test basic commands like file reading before deploying complex workflows.
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...