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verify-decoder

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Verify predecoder checkpoints with confidence.

Data & Analytics#verification#checkpoint#verify#llm-reasoning#autoqec#delta_ler#predecoder
Authorqualit527
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Audit a predecoder checkpoint against holdout seeds to ensure the delta_ler improvement is genuine and not a reward-hacking artifact.

Core Features & Use Cases

  • Run independent_eval (3 fair-baseline guards) and interpret borderline cases with LLM reasoning.
  • Read verification_report.json + training.log to diagnose the reliability of a promising delta_ler.
  • Archive a concise diagnostic decision to round_N/decision.md for auditability and governance.

Quick Start

Run the verification workflow on a round directory with the AutoQEC verify command.

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: verify-decoder
Download link: https://github.com/qualit527/qec-ai-decoder/archive/main.zip#verify-decoder

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