yogsoth-ai/de-anthropocentric-research-engine - الصفحة ٤

convergence-paper-research

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

لغة النص الأصلي: الإنجليزية

convergence-paper-search

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

لغة النص الأصلي: الإنجليزية

convergence-saturation-detection

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

لغة النص الأصلي: الإنجليزية

convergence-scoring-matrix-construction

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

لغة النص الأصلي: الإنجليزية

convergence-sensitivity-analysis

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

لغة النص الأصلي: الإنجليزية

convergence-web-research

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

لغة النص الأصلي: الإنجليزية

convergence-web-search

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

لغة النص الأصلي: الإنجليزية

creative-ideation-assumption-enumeration

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

لغة النص الأصلي: الإنجليزية

creative-ideation-assumption-perturbation

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

لغة النص الأصلي: الإنجليزية

creative-ideation-assumption-surfacing

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

لغة النص الأصلي: الإنجليزية

creative-ideation-benchmark-inventory

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

لغة النص الأصلي: الإنجليزية

creative-ideation-combination-mapping

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

لغة النص الأصلي: الإنجليزية

creative-ideation-consistency-checking

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

لغة النص الأصلي: الإنجليزية

creative-ideation-consistency-pair-evaluation

Evaluate pairwise value consistency (logical/empirical/normative)

لغة النص الأصلي: الإنجليزية

creative-ideation-factor-level-design

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

لغة النص الأصلي: الإنجليزية

creative-ideation-failure-mode-cataloging

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

لغة النص الأصلي: الإنجليزية

creative-ideation-novelty-scoring

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

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

creative-ideation-perspective-rotation

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

لغة النص الأصلي: الإنجليزية

creative-ideation-provocation-generation

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

لغة النص الأصلي: الإنجليزية

creative-ideation-saturation-detection

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

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

creative-ideation-web-search

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

لغة النص الأصلي: الإنجليزية

deep-insight-assumption-enumeration

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

لغة النص الأصلي: الإنجليزية

deep-insight-assumption-extraction

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

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

deep-insight-assumption-surfacing

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

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

deep-insight-failure-mode-cataloging

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

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

deep-insight-gap-prioritization

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

لغة النص الأصلي: الإنجليزية

deep-insight-multi-criteria-scoring

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

لغة النص الأصلي: الإنجليزية

deep-insight-multi-stakeholder-simulation

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

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

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.

لغة النص الأصلي: الإنجليزية

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".

لغة النص الأصلي: الإنجليزية

deep-insight-provocation-generation

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

لغة النص الأصلي: الإنجليزية

deep-insight-validity-envelope-construction

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

لغة النص الأصلي: الإنجليزية