yogsoth-ai/de-anthropocentric-research-engine - Page 4

convergence-paper-research

Full-text deep reading of methodology papers — complete understanding of algorithms, proofs, and implementation details.

convergence-paper-search

Paper AI summary reading — deeper understanding of specific methodology papers without full-text commitment.

convergence-saturation-detection

Determines when to stop iterating — coverage threshold met or marginal returns diminishing. Shared across all campaigns.

convergence-scoring-matrix-construction

Build a complete scoring matrix through criterion definition, weighting, scoring, normalization, and sensitivity testing.

convergence-sensitivity-analysis

Tests conclusion robustness by perturbing parameters and observing rank changes. Shared across scoring, portfolio, and steel-manning campaigns.

convergence-web-research

Deep web research with full-page extraction — detailed methodology guides, tutorials, implementation references.

convergence-web-search

Quick web scan to discover relevant pages — methodology references, case studies, best practices for convergence methods.

creative-ideation-assumption-enumeration

Surface, perturb, and prioritize assumptions by disruption potential. Orchestrates assumption surfacing → perturbation → sacred cow identification → prioritization.

creative-ideation-assumption-perturbation

Perturb each assumption, observe system response. Systematic stress-testing of assumptions to reveal fragility and opportunity.

creative-ideation-assumption-surfacing

Enumerate implicit assumptions in a problem statement or existing solution. Produces categorized assumption inventory (physical, social, temporal, economic, technical).

creative-ideation-benchmark-inventory

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

creative-ideation-combination-mapping

Systematically enumerate parameter dimensions and generate viable combinations. Orchestrates parameter extraction → value enumeration → compatibility assessment → synthesis.

creative-ideation-consistency-checking

Pairwise consistency evaluation to reduce solution space by identifying and removing inconsistent combinations.

creative-ideation-consistency-pair-evaluation

Evaluate pairwise value consistency (logical/empirical/normative)

creative-ideation-factor-level-design

Identify factors and their levels for a problem, then design an experiment matrix for systematic exploration.

creative-ideation-failure-mode-cataloging

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

creative-ideation-novelty-scoring

Score ideas on novelty dimensions — structural distance from known solutions, conceptual surprise, domain-crossing depth. Produces ranked novelty assessment.

creative-ideation-paper-overview

Abstract-level paper scanning for broad coverage. Import of literature-engine/literature-overview skill. Abstract-level only — no methodology conclusions from abstracts.

creative-ideation-paper-research

Deep paper analysis with full text reading. Import of literature-engine/literature-research skill. Full text access — required for quoting results, verifying claims, extracting detailed methodology.

creative-ideation-paper-search

Mid-depth paper analysis via AI-generated summaries. Import of literature-engine/literature-search skill. Reads AI summary — sufficient for methodology understanding but not for quoting specific results.

creative-ideation-perspective-rotation

Rotate through reviewer/practitioner/theorist/time-machine/novice perspectives systematically. Ensures comprehensive viewpoint coverage.

creative-ideation-provocation-generation

Generate PO provocations and extract constructive movement. Orchestrates assumption surfacing → provocation creation → movement extraction → idea formation.

creative-ideation-saturation-detection

Determine when additional ideation yields diminishing returns. Analyzes latest idea batch against existing corpus to judge continue/near-saturation/saturated.

creative-ideation-web-research

Deep web page analysis with full content extraction. Import of web-browsing/web-research skill. Must fetch full page via apify — no shortcuts.

creative-ideation-web-search

Quick web scanning for landscape understanding. Import of web-browsing/web-search skill. Snippets only — no conclusions from snippets alone.

deep-insight-assumption-enumeration

Systematically identify all assumptions in a method/model — structural, parametric, distributional, and scope assumptions.

deep-insight-assumption-extraction

Systematically extract all assumptions (stated, implicit, boundary, mathematical, practical) from a method or model.

deep-insight-assumption-perturbation

One-at-a-time assumption perturbation — extract assumptions, define negations, re-derive conclusions under each negation, measure sensitivity. Identifies which assumptions are load-bearing.

deep-insight-assumption-surfacing

Systematically extract implicit assumptions from methods, frameworks, or arguments. Identifies what is taken for granted without explicit justification.

deep-insight-dialectical-escalation

Double-loop learning escalation — surface governing variables, generate counter-assumptions, test if problem dissolves under alternatives, score wickedness if it persists.

deep-insight-failure-mode-cataloging

Systematic failure mode cataloging — generate boundary inputs, observe failures, cluster by mechanism, identify triggers, estimate frequency.

deep-insight-gap-identification

Identify research gaps via PICOS frameworks, concept matrices, evidence gap maps, keyword extraction, citation analysis, and topic modeling. Systematic discovery of what is missing in the literature.

deep-insight-gap-prioritization

Score and rank validated gaps on importance, feasibility, novelty, and urgency. Multi-criteria decision analysis with stakeholder confirmation.

deep-insight-multi-criteria-scoring

Score gaps on multiple dimensions (importance, feasibility, novelty, urgency, impact) using weighted multi-criteria decision analysis.

deep-insight-multi-stakeholder-simulation

Simulate multiple stakeholder perspectives evaluating a research gap, method, or proposal. Identifies blind spots from single-perspective analysis.

deep-insight-paper-overview

Paper metadata and abstract-level overview. Import of literature-engine/literature-overview skill. Abstracts only — no substantive claims without deeper reading.

deep-insight-paper-research

Full-text paper reading via three-pass Keshav method. Import of literature-engine/literature-research skill. Authoritative source for claims about paper content.

deep-insight-paper-search

AI-powered paper summary and search. Import of literature-engine/literature-search skill. AI summary level — cite as "AI-extracted" not "paper states".

deep-insight-provocation-generation

Generate de Bono lateral thinking provocations to challenge dominant ideas using escape, reversal, exaggeration, and distortion.

deep-insight-validity-envelope-construction

Combine multi-axis perturbation data into a multi-dimensional validity description with boundary conditions and interaction effects.