org-learning-ops-skill

What This Skill Does

Org Learning Ops Skill is the core intelligence engine for OpenClaw teams. It acts as a continuous organizational auditor, transforming vast session histories into actionable knowledge upgrades. By analyzing interaction patterns across agents like 'main', 'qin', and 'kongming', the skill synthesizes daily performance reports, identifies knowledge gaps, and recommends skill deployments. It ensures the organization stays competitive by mapping internal needs against external trends from GitHub, ClawHub, and other skill repositories, creating a seamless loop of diagnosis, learning, and governance.

Installation

To integrate this operational command center into your agent infrastructure, execute the following command in your terminal: clawhub install openclaw/skills/skills/huangluckybao-lab/org-learning-ops-skill Ensure your agent has the necessary read permissions for ~/.openclaw/agents/*/sessions/*.jsonl to allow for comprehensive analysis.

Use Cases

• Automated Team Audits: Automatically parse logs to check if team collaboration is aligned with organizational goals.
• Skill Gap Analysis: Identify which agents lack specific capabilities required for ongoing project themes.
• Governance and Approval: Manage the lifecycle of agent skills by enforcing a 'Suspicious' list, preventing unverified or potentially risky skills from being fully enabled without explicit CEO-level approval.
• Trend Intelligence: Automatically scan external repositories to pull in relevant tools that match the current, identified organization needs.

Example Prompts

1. "Perform an immediate org diagnostic and generate today's learning report for the main and qin agents."
2. "Show me the Top 10 high-adaptation skills I should install based on our session data from the last 72 hours."
3. "Review the current skill allocation for my agents and propose a cleanup plan for unused or redundant modules."

Tips & Limitations

• Evidence-Based Workflow: The skill adheres to a strict 'no evidence, no recommendation' policy. If you find suggestions are missing, verify that your session history logs are populated.
• Coverage Thresholds: If your session coverage falls below 80%, the skill will prioritize recovery actions before offering further recommendations.
• Governance: Always treat the 'Suspicious' list with caution. Do not force enable skills that have not passed the internal verification process. This tool is designed for high-level orchestration; ensure your environment configuration allows for file read/write operations to enable full reporting capabilities.