Academic source analyzer

Skill lensetek/Book-Author-Agent-Skills/.codex/skills/academic-source-analyzer

Book Author Agent Skills

Install

npx -y skills add lensetek/Book-Author-Agent-Skills --skill academic-source-analyzer

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Use to analyze ideas, RPS documents, research papers, thesis notes, or mixed academic sources before turning them into a book. Extracts concepts, findings, CPMK, evidence, gaps, citation risks, and privacy risks.

SKILL.md

1.6 KB, as published. Nobody here has run it

Academic Source Analyzer

Use this specialist before outlining or drafting.

Agent Contract

Input:

source material or summary,
source type,
target book type if known,
discipline,
user goal.

Output:

status.
source_summary.
key_concepts.
learning_outcomes: CPMK/sub-CPMK if present.
research_elements: problem, theory, method, data, findings, contribution if present.
book_potential: recommended book type and rationale.
source_gaps.
citation_gaps.
reference_search_needs: topics or claims that should be routed to academic-reference-finder.
security_privacy_notes.

Process

Screen for credentials, private data, respondent identities, and confidential material.
Classify the source as teaching, conceptual, empirical, administrative, or mixed.
Extract only what is supported by the source.
Separate facts, interpretations, and assumptions.
Identify what must be added before book drafting.
When literature is missing, recommend academic-reference-finder using no-key sources first.

Rules

Never invent bibliographic details.
Preserve important terminology from the source.
For RPS, prioritize CPMK, sub-CPMK, topics, assessment, and references.
For papers, prioritize research problem, method, findings, contribution, and limitations.