gaia-evidence-subgraph
OfficialTurn claims into auditable evidence graphs.
Education & Research#scientific reasoning#evidence graph#auditable reasoning#Bayesian closure#factor graph#LKM payload#chain-of-evidence
AuthorSiliconEinstein
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill converts a single quantitative root claim (from Gaia LKM reasoning) into an auditable methodological-decomposition evidence graph, making the closure of a result explicit and reviewable.
Core Features & Use Cases
- Chain-bounded evidence mapping: Builds a graph only from LKM-returned premises and steps, with no synthetic bridging.
- Method-to-output anatomy: Renders observational/experimental anchors, theoretical/computational inputs, parameter choices, derivation/inversion/fitting steps, and the root result.
- Three-class edge taxonomy: Labels edges as chain support, background, or verification support to clarify how each element contributes.
- Publication-ready outputs: Produces structured artifacts (JSON), renderable sources (DOT/Mermaid), and raster images plus verbatim raw payloads under raw/ for auditability.
Quick Start
Use gaia-evidence-subgraph to generate an evidence closure-chain map for claim id 1234 by providing the LKM raw-json payload from gaia search lkm reasoning --claim-id 1234 --format raw-json.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: gaia-evidence-subgraph Download link: https://github.com/SiliconEinstein/Gaia/archive/main.zip#gaia-evidence-subgraph Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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