Research

Tactic for generating and populating combination matrices — cross dimensions

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

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

Identify key variables in the causal system

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

Strategy for ranking unexplored combinations by novelty, feasibility,

Tactic for verifying ontology consistency — detect contradictions, cycles,

Strategy for enumerating meaningful combinations across dimensions and

Tactic for decomposing compound claims into atomic propositions — identify

Tactic for compiling research findings into vault pages — orchestrates

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

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

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

Determine when additional searching yields diminishing returns. Analyzes

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

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

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

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

Independent/dependent claim parsing, element extraction, and feature

Identify and catalog all relevant benchmarks in target domain

Strategy: Attack an isomorphism claim by demanding an explicit structure-preserving map and trying to break it. Targets any multi-language claim of the form 'X ≅ Y ≅ … across N mathematical languages'. Forces the claim to either earn the word 'isomorphism' or be demoted to 'analogy'. Methods: category theory (functor/natural-iso criteria), model theory, Lakatos monster-barring.

SOP for documenting an intervention — what happens when a causal variable

Analyze interventions and manipulations on the causal system

Strategy: Attack the evidential weight of an 'independent convergence' claim. When N reasoning paths all reach the same conclusion, the confidence boost is real only if the paths were actually independent. Measures shared-prior / shared-blindspot contamination and corrects the over-counted confidence. Methods: Bayesian agreement-as-evidence, correlated-error analysis, jury theorem assumptions.