Research

Double-loop learning escalation — surface governing variables, generate

Systematically extract implicit assumptions from methods, frameworks,

One-at-a-time assumption perturbation — extract assumptions, define negations,

Systematically extract all assumptions (stated, implicit, boundary, mathematical,

Systematically identify all assumptions in a method/model — structural,

Creative Generation Engine — transforms research hypotheses into diverse

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

Deep web page analysis with full content extraction. Import of web-browsing/web-research

Determine when additional ideation yields diminishing returns. Analyzes

Generate PO provocations and extract constructive movement. Orchestrates

Rotate through reviewer/practitioner/theorist/time-machine/novice perspectives

Mid-depth paper analysis via AI-generated summaries. Import of literature-engine/literature-search

Deep paper analysis with full text reading. Import of literature-engine/literature-research

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

Score ideas on novelty dimensions — structural distance from known solutions,

Systematically catalog all failure modes in a domain or method, producing

Identify factors and their levels for a problem, then design an experiment

Evaluate pairwise value consistency (logical/empirical/normative)

Pairwise consistency evaluation to reduce solution space by identifying

Systematically enumerate parameter dimensions and generate viable combinations.

Catalog all known solutions/methods in a domain with performance, applicability,

Enumerate implicit assumptions in a problem statement or existing solution.

Perturb each assumption, observe system response. Systematic stress-testing

Surface, perturb, and prioritize assumptions by disruption potential.