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session-validate

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Turn sessions into smarter next runs.

Software Engineering#metrics#ai-workflow#session-learning#lesson-extraction#optimization-hypotheses#learning-store
AuthorShaheerKhawaja
Version1.0.0
Installs0

System Documentation

What problem does it solve?

End-of-session learning requires capturing metrics, distilling lessons, and preparing the next run to be better, rather than letting insights evaporate.

Core Features & Use Cases

  • Session summarization: collates metrics and artifacts to produce a concise report.
  • Lesson extraction: identifies patterns worth retaining for future runs.
  • Optimization hypotheses: generates actionable improvements for the next execution.
  • Use Case: After a Codex- or Claude-driven session, run this skill to lock in learnings and guide future agent behaviors.

Quick Start

Run session-validate at the end of a session to produce a learning report and next-run optimization hypotheses.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: session-validate
Download link: https://github.com/ShaheerKhawaja/ProductionOS/archive/main.zip#session-validate

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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