Full-text deep reading of methodology papers — complete understanding of algorithms, proofs, and implementation details.
Idioma del texto original: inglés
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SkillsMP ha recopilado 961 skills de yogsoth-ai/de-anthropocentric-research-engine. Abre una skill para revisar su origen y sus detalles.
yogsoth-ai/de-anthropocentric-research-engineMostrando 40 de 961 skills recopiladas.
Full-text deep reading of methodology papers — complete understanding of algorithms, proofs, and implementation details.
Idioma del texto original: inglés
Paper AI summary reading — deeper understanding of specific methodology papers without full-text commitment.
Idioma del texto original: inglés
Determines when to stop iterating — coverage threshold met or marginal returns diminishing. Shared across all campaigns.
Idioma del texto original: inglés
Build a complete scoring matrix through criterion definition, weighting, scoring, normalization, and sensitivity testing.
Idioma del texto original: inglés
Tests conclusion robustness by perturbing parameters and observing rank changes. Shared across scoring, portfolio, and steel-manning campaigns.
Idioma del texto original: inglés
Deep web research with full-page extraction — detailed methodology guides, tutorials, implementation references.
Idioma del texto original: inglés
Quick web scan to discover relevant pages — methodology references, case studies, best practices for convergence methods.
Idioma del texto original: inglés
Surface, perturb, and prioritize assumptions by disruption potential. Orchestrates assumption surfacing → perturbation → sacred cow identification → prioritization.
Idioma del texto original: inglés
Perturb each assumption, observe system response. Systematic stress-testing of assumptions to reveal fragility and opportunity.
Idioma del texto original: inglés
Enumerate implicit assumptions in a problem statement or existing solution. Produces categorized assumption inventory (physical, social, temporal, economic, technical).
Idioma del texto original: inglés
Catalog all known solutions/methods in a domain with performance, applicability, and limitations.
Idioma del texto original: inglés
Systematically enumerate parameter dimensions and generate viable combinations. Orchestrates parameter extraction → value enumeration → compatibility assessment → synthesis.
Idioma del texto original: inglés
Pairwise consistency evaluation to reduce solution space by identifying and removing inconsistent combinations.
Idioma del texto original: inglés
Evaluate pairwise value consistency (logical/empirical/normative)
Idioma del texto original: inglés
Identify factors and their levels for a problem, then design an experiment matrix for systematic exploration.
Idioma del texto original: inglés
Systematically catalog all failure modes in a domain or method, producing a classified failure taxonomy.
Idioma del texto original: inglés
Score ideas on novelty dimensions — structural distance from known solutions, conceptual surprise, domain-crossing depth. Produces ranked novelty assessment.
Idioma del texto original: inglés
Abstract-level paper scanning for broad coverage. Import of literature-engine/literature-overview skill. Abstract-level only — no methodology conclusions from abstracts.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
Rotate through reviewer/practitioner/theorist/time-machine/novice perspectives systematically. Ensures comprehensive viewpoint coverage.
Idioma del texto original: inglés
Generate PO provocations and extract constructive movement. Orchestrates assumption surfacing → provocation creation → movement extraction → idea formation.
Idioma del texto original: inglés
Determine when additional ideation yields diminishing returns. Analyzes latest idea batch against existing corpus to judge continue/near-saturation/saturated.
Idioma del texto original: inglés
Deep web page analysis with full content extraction. Import of web-browsing/web-research skill. Must fetch full page via apify — no shortcuts.
Idioma del texto original: inglés
Quick web scanning for landscape understanding. Import of web-browsing/web-search skill. Snippets only — no conclusions from snippets alone.
Idioma del texto original: inglés
Systematically identify all assumptions in a method/model — structural, parametric, distributional, and scope assumptions.
Idioma del texto original: inglés
Systematically extract all assumptions (stated, implicit, boundary, mathematical, practical) from a method or model.
Idioma del texto original: inglés
One-at-a-time assumption perturbation — extract assumptions, define negations, re-derive conclusions under each negation, measure sensitivity. Identifies which assumptions are load-bearing.
Idioma del texto original: inglés
Systematically extract implicit assumptions from methods, frameworks, or arguments. Identifies what is taken for granted without explicit justification.
Idioma del texto original: inglés
Double-loop learning escalation — surface governing variables, generate counter-assumptions, test if problem dissolves under alternatives, score wickedness if it persists.
Idioma del texto original: inglés
Systematic failure mode cataloging — generate boundary inputs, observe failures, cluster by mechanism, identify triggers, estimate frequency.
Idioma del texto original: inglés
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.
Idioma del texto original: inglés
Score and rank validated gaps on importance, feasibility, novelty, and urgency. Multi-criteria decision analysis with stakeholder confirmation.
Idioma del texto original: inglés
Score gaps on multiple dimensions (importance, feasibility, novelty, urgency, impact) using weighted multi-criteria decision analysis.
Idioma del texto original: inglés
Simulate multiple stakeholder perspectives evaluating a research gap, method, or proposal. Identifies blind spots from single-perspective analysis.
Idioma del texto original: inglés
Paper metadata and abstract-level overview. Import of literature-engine/literature-overview skill. Abstracts only — no substantive claims without deeper reading.
Idioma del texto original: inglés
Full-text paper reading via three-pass Keshav method. Import of literature-engine/literature-research skill. Authoritative source for claims about paper content.
Idioma del texto original: inglés
AI-powered paper summary and search. Import of literature-engine/literature-search skill. AI summary level — cite as "AI-extracted" not "paper states".
Idioma del texto original: inglés
Generate de Bono lateral thinking provocations to challenge dominant ideas using escape, reversal, exaggeration, and distortion.
Idioma del texto original: inglés
Combine multi-axis perturbation data into a multi-dimensional validity description with boundary conditions and interaction effects.
Idioma del texto original: inglés