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synapsys-replay

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Measure memory false-positive rates in Claude Code transcripts.

Software Engineering#Claude Code#transcript analysis#memory matching#false-positive rate#memory trigger tuning
Authorthomfilg
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps analyze Claude Code transcripts against the synapsys store to identify false-positive rates in memory matches, enabling precise tuning of memory trigger patterns.

Core Features & Use Cases

  • Historical Replay: Replay Claude Code transcripts against the current synapsys store to measure false-positive rates.
  • Manual or Automated Runs: Run manually or automatically after editing trigger patterns or consolidating data.
  • Memory Analysis: Provides a report ranked by false-positive rate, with options to include a subagent judgment for relevance.
  • Use Case: After consolidating memories, use this Skill to analyze the effectiveness of memory trigger patterns and identify areas for improvement.

Quick Start

Run the synapsys-replay skill to analyze the last 7 days of Claude Code transcripts for false-positive rates.

Dependency Matrix

Required Modules

None required

Components

scripts

💻 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: synapsys-replay
Download link: https://github.com/thomfilg/ai-plugin-work/archive/main.zip#synapsys-replay

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