Research

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

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

'Tactic: Progressive debate escalation based on confidence thresholds.

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

SOP for assigning calibrated strength scores to claims — evaluate evidence

Tactic for assessing argument strength — evaluate evidence quality, count

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

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

Strategy for identifying and typing relationships between concepts —

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

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

SOP for generating research questions from promising gaps in the design

Strategy for iterative ontology improvement — merge duplicates, fill

SOP for exporting ontology summary — generate a readable overview of

Campaign for building domain ontologies — systematic concept extraction,

'Quick web scanning for field landscape understanding. Strict import

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

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

Validate causal model consistency

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

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

Map causal mechanisms between variables

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

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