Claude Skills by yogsoth-ai

Identify what the literature has NOT addressed — missing methods, untested

Abstract-level paper scanning for broad coverage. Import of literature-engine/literature-overview

Full-depth paper reading with raw text extraction. Import of literature-engine/literature-research

AI-summarized paper reading for intermediate depth. Import of literature-engine/literature-search

Determine when additional searching yields diminishing returns. Analyzes

Full-page web reading for non-academic perspectives — blogs, tech reports,

Quick web scanning for landscape understanding. Import of web-browsing/web-search

'Research Knowledge Acquisition Engine with 5 campaigns (literature-survey,

Tactic for compiling research findings into vault pages — orchestrates

Tactic for decomposing compound claims into atomic propositions — identify

Strategy for enumerating meaningful combinations across dimensions and

Tactic for verifying ontology consistency — detect contradictions, cycles,

Strategy for ranking unexplored combinations by novelty, feasibility,

SOP for scoring empty cells by novelty potential — how surprising and

Identify key variables in the causal system

SOP for documenting a feedback loop — classify, describe dynamics, identify

SOP for exporting the dimensional matrix as a readable document or structured

Tactic for generating and populating combination matrices — cross dimensions

SOP for creating a causal mechanism edge — documents how one variable

Mechanism-Gap Hunting Campaign — hunt the specific link where scientific

Map causal mechanisms between variables

SOP for identifying near-duplicate concepts that should be merged.

SOP for finding gaps in the causal model — missing variables, unexplained

Validate causal model consistency

SOP: Deep-read the original north-star context, distill this ARA''s overall direction, and align it with the user via the reused present-and-ask / present-candidates dialogue SOPs

'Paper landscape scan within selected field(s). Strict import of literature-engine/literature-overview

'Quick web scanning for field landscape understanding. Strict import

Campaign for building domain ontologies — systematic concept extraction,

SOP for exporting ontology summary — generate a readable overview of

Strategy for iterative ontology improvement — merge duplicates, fill

SOP for generating research questions from promising gaps in the design

SOP for documenting rebuttals and counter-claims — create rebuttal pages

'Strategy: Systematic adversarial probing retuned for truth-seeking.

Strategy for identifying and typing relationships between concepts —

SOP for finding seed concepts in existing vault and web sources to anchor

SOP for gathering source material relevant to the ontology domain — fetch

Tactic for assessing argument strength — evaluate evidence quality, count

SOP for assigning calibrated strength scores to claims — evaluate evidence

'Strategy: Military-grade assumption testing — Key Assumptions Check,

'Tactic: Progressive debate escalation based on confidence thresholds.

Paper landscape scan returning abstracts and metadata. Import of literature-engine/paper-overview

Paper full text access via alphaxiv answer_pdf_queries or get_paper_content(fullText=true).

Paper AI summary report via alphaxiv get_paper_content. Import of literature-engine/paper-search

'Tactic: Sequential perspective evaluation with divergence aggregation.

Determines whether validation has reached saturation — no new weaknesses

Synthesize breakpoints across dimensions into a coherent validity envelope

Map the complete validity envelope of a claim across all relevant dimensions,

Deep web full-text retrieval via Apify RAG browser. Import of web-browsing/web-research

Quick web scanning for landscape understanding. Import of web-browsing/web-search

SOP for producing argument synthesis reports — aggregate evidence, resolve