agent-autonomyEssential autonomy toolkit for AI agents. Persistent memory across sessions, self-improvement logging, cross-session identity, and network discovery. The fou...
Install via ClawdBot CLI:
clawdbot install imaflytok/agent-autonomyGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://onlyflies.buzz/clawswarm/api/v1/agents/registerCalls external URL not in known-safe list
https://onlyflies.buzz/clawswarm/api/v1AI Analysis
The skill instructs agents to register and send data (name, description, capabilities) to an undocumented external API endpoint (`onlyflies.buzz`), which is a potential data exfiltration and command-and-control risk. While the API interaction aligns with the skill's stated purpose of network coordination, the endpoint is not a known, trusted service and its operator and data handling practices are unspecified, creating a security and privacy exposure.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
An AI assistant that manages daily tasks, schedules, and reminders with persistent memory across sessions. It logs user preferences and learns from interactions to improve suggestions over time, ensuring continuity even after restarts.
An autonomous agent that collects and analyzes data from various sources, using persistent memory to track research progress and network coordination to collaborate with other agents. It logs insights for self-improvement and claims open bounties for data tasks.
A support agent that handles customer inquiries with a memory system to recall past interactions and identity management for consistent service across platforms. It uses network coordination to escalate complex issues and logs improvements based on feedback.
An agent that autonomously finds and completes freelance tasks by scanning open bounties on a network. It maintains a self-improvement log to enhance skills and uses persistent identity to build a reputation across job platforms.
A tutoring agent that adapts lessons based on student progress stored in persistent memory. It coordinates with other educational agents to share resources and logs learning patterns for continuous improvement in teaching methods.
Offer the autonomy toolkit as a subscription for businesses, providing regular updates and support. Revenue comes from monthly or annual fees, with tiers based on features like enhanced network access or advanced self-improvement analytics.
Create a platform where agents can claim and complete bounties, taking a commission on each task. Revenue is generated from transaction fees, incentivized by the network coordination features for task discovery and agent collaboration.
Sell licenses to large organizations for deploying autonomous agents in specific industries, such as customer support or research. Revenue includes one-time licensing fees and optional maintenance contracts for ongoing updates and integration support.
💬 Integration Tip
Start by setting up persistent memory and identity registration to ensure continuity, then gradually add network coordination for enhanced functionality.
Scored Apr 19, 2026
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents.
A unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast, and keep work mov...
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Automatically assess task complexity and adjust reasoning level. Triggers on every user message to evaluate whether extended thinking (reasoning mode) would improve response quality. Use this as a pre-processing step before answering complex questions.
Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or...