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Ocean326
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skill-skill-usage-close-loop

Route thread skill usage to PersonalBrain's close-loop workflow and append review evidence to the governance ledger.

Updated Apr 23, 2026
Search Tags:#automation#analytics#governance#review#log#skill-usage
One-click install
npx skills add https://github.com/Ocean326/Agents --skill skill-skill-usage-close-loop
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-skill-usage-close-loop
Source: https://github.com/Ocean326/Agents/tree/main/skills/global/skill-skill-usage-close-loop
Command: npx skills add https://github.com/Ocean326/Agents --skill skill-skill-usage-close-loop

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This wrapper routes the current thread's used skills to PersonalBrain's canonical close-loop workflow, enabling a durable, auditable record of skill usage and review while the main task continues.

Core Features & Use Cases

  • Asynchronous review orchestration: spawns a bounded background subagent to process the used skills and generate per-skill evidence rows for later analysis.
  • Durable governance: appends review rows to the 40_governance/skill_evolution/usage_reviews.jsonl ledger for auditability and trend detection.
  • Safe routing: does not modify canonical skills and directs follow-up actions to dashboards or scorecards.

Quick Start

Route the current thread's used skills to PersonalBrain's close-loop workflow and spawn a background subagent to append per-skill evidence for later analysis.

Frequently Asked Questions about skill-skill-usage-close-loop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create an auditable record of skill usage reviews?▼

Skill usage reviews are recorded durably by spawning a bounded background subagent that collects per-skill evidence and appends review rows to a governance ledger for auditability.

What is a close-loop workflow for skill usage governance?▼

Close-loop skill usage governance routes active thread skills to an asynchronous review process that generates per-skill evidence rows without modifying the canonical skills themselves.

How do I collect per-skill evidence for aggregate analysis?▼

You collect per-skill evidence for aggregate analysis by spawning at most one bounded background subagent that processes used skills and prepares evidence rows while the main task continues.

Does the close-loop review process modify the canonical skills?▼

The close-loop review process does not modify canonical skills; it safely routes follow-up actions to dashboards or scorecards while writing review entries to a governance ledger.

Where are skill usage review entries stored for auditability?▼

Skill usage review entries are stored durably by appending rows to the usage_reviews.jsonl ledger within the governance directory for auditability and trend detection.

Can I run skill usage reviews asynchronously in the background?▼

You can run skill usage reviews asynchronously by spawning a bounded background subagent that processes used skills and generates evidence rows while the main task continues.

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