GRADE-on-Ingest
CommunityEnsure research quality at ingestion.
Education & Research#source validation#quality assessment#evidence synthesis#grade#corpus management#research ingestion
Authorjmagly
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the process of assessing the quality of research sources as they are added to a corpus, preventing unassessed or low-quality sources from being used without proper context.
Core Features & Use Cases
- Automated Quality Assessment: Assigns a baseline GRADE quality level to new research sources upon ingestion.
- Corpus Quality Monitoring: Tracks the percentage of assessed sources and flags if it drops below acceptable thresholds.
- Use Case: When a new scientific paper is added to your research repository, this Skill automatically determines its initial quality (e.g., HIGH for peer-reviewed journals, LOW for blog posts) and flags it for further review if necessary, ensuring all cited material meets a minimum standard.
Quick Start
Automatically assess the quality of any new research source added to the corpus.
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: GRADE-on-Ingest Download link: https://github.com/jmagly/aiwg/archive/main.zip#grade-on-ingest Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.