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check-sentence-by-sentence

Official

Audit paper claims against your ASTRA code.

Education & Research#static analysis#traceability#reproducibility#astra#paper verification#code provenance
AuthorLightconeResearch
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill finds exactly which implementation or results claims in a paper are supported by the code in an ASTRA project, and which ones are missing or not traceable.

Core Features & Use Cases

  • Sentence-by-sentence static audit: For each claim-bearing sentence, it locates the corresponding code location (file:line) or marks it NOT FOUND.
  • ASTRA-spec guided mapping: It uses astra.yaml narrative.method and narrative.findings (plus prior_insights/evidence where present) to translate paper prose into decision/output IDs and then into code.
  • lc-from-paper support: It reads the paper substrate from work/reference/ (prefer TeX under work/reference/source/, otherwise work/reference/document.md) without requiring any code execution.

Quick Start

Ask an AI agent to run check-sentence-by-sentence from the project folder that contains astra.yaml and point it at your paper source, for example work/reference/source/main.tex.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: check-sentence-by-sentence
Download link: https://github.com/LightconeResearch/lightcone-cli/archive/main.zip#check-sentence-by-sentence

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