iknowkungfu Skill Analyzes OpenClaw Usage to Recommend Missing Skills
What iknowkungfu Does
iknowkungfu analyzes your OpenClaw agent's workspace to recommend skills you might need from ClawHub's 13,700+ available skills. Instead of generic recommendations, it examines your specific usage patterns and suggests skills that match your actual workflow.
How It Works
The skill performs a local, read-only scan of your workspace and provides recommendations through the /kungfu command. It never installs anything automatically or sends data externally.
What It Checks
MEMORY.mdand daily logs to identify recurring topics- Installed skills to see what you already have
AGENTS.mdfor your agent's role and preferencesHEARTBEAT.mdfor scheduled tasks- Recent conversation patterns
Output Format
Running /kungfu generates a workflow profile and top 5 recommendations with trust scores. Each recommendation includes a specific reason tied to your usage, such as: "You mention Slack in 4 of your last 7 daily logs but have no Slack integration skill." The tool only recommends skills with at least 50 downloads and no VirusTotal flags.
Additional Security Check
While scanning, iknowkungfu performs a basic security check on your installed skills, flagging potential issues like base64 payloads or environment variable harvesting. This isn't a deep audit but provides a heads-up about sketchy findings.
Installation
Install with: clawhub install iknowkungfu
📖 Read the full source: r/openclaw
👀 See Also
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Local-Cloud Hybrid AI Architecture: Practical Patterns Inspired by r/LocalLLaMA
The original post proposes a hybrid AI model where a local model handles routine tasks and defers to a cloud model for complex reasoning via a single API call, alongside a deterministic 'hypervisor' for guard rails.
SkyClaw: Rust-Based Autonomous AI Agent Runtime
SkyClaw is an autonomous AI agent runtime built in Rust with a 7.1 MB binary that idles at 14 MB RAM and starts in under one second. It operates on five engineering principles including autonomy, robustness, and brutal efficiency.