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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.
Strategy: AI-safety systematic probing — enumerate all threat surfaces, generate attack vectors per surface, execute probes, and aggregate findings across the full attack space.
Idioma del texto original: inglés
Exhaustive PRISMA-style literature survey — comprehensive coverage of all related work on a specific question. Multi-stage screening, citation chaining, quality assessment, and structured data extraction. Use when the user needs to demonstrate complete…
Idioma del texto original: inglés
Orchestrate the breakdown of experiment design into sequenced, estimated, and formatted task plan
Idioma del texto original: inglés
Construct a hierarchical field map from paper collection — multi-level taxonomy with parent/child relationships, paper counts per node, and maturity indicators. Used by scoping-survey.
Idioma del texto original: inglés
Strategy for validating ontology consistency — check hierarchy, detect cycles, verify completeness.
Idioma del texto original: inglés
View problem from 5yr/50yr/500yr future, backcast to generate temporally-informed creative solutions.
Idioma del texto original: inglés
How does it evolve over time? — Short/medium/long-term timeline projection with technology maturity curves
Idioma del texto original: inglés
Test whether a gap persists across different time windows (2/5/10 years). Determines if gap is narrowing, widening, or stable over time.
Idioma del texto original: inglés
Determine optimal ordering and phasing of portfolio investments using Real Options, Critical path, Dependency graph, and Staged investment methods.
Idioma del texto original: inglés
Identify opposing forces that keep gaps open. Uses evaporating cloud to expose hidden assumptions behind conflicts and polarity mapping for unresolvable tensions.
Idioma del texto original: inglés
Identify recurring themes across papers using qualitative coding methodology. Produces a codebook with theme definitions, supporting evidence, and frequency counts. Used by narrative-review.
Idioma del texto original: inglés
Theorist perspective — assess theoretical foundations, formal rigor, and formalization opportunities.
Idioma del texto original: inglés
SOP: Identify theoretical frameworks relevant to a research gap
Idioma del texto original: inglés
Tactic: Core of the deductive path — start from theory to extract mechanisms, variables, and relationships, generating hypothesis candidates
Idioma del texto original: inglés
Strategy: Williamson-style precise thought experiments — construct carefully specified counterfactual scenarios to test whether conclusions depend on contingent features.
Idioma del texto original: inglés
Enumerate all attackable surfaces of an artifact — logical, empirical, methodological, social, and practical dimensions.
Idioma del texto original: inglés
Systematically sweep consensus thresholds to observe which items achieve consensus at what level, producing a threshold-consensus curve.
Idioma del texto original: inglés
Define minimum acceptable thresholds for each criterion based on context and constraints.
Idioma del texto original: inglés
Compute consensus status at multiple threshold levels to produce a threshold-consensus curve.
Idioma del texto original: inglés
Temporal projection — view a solution from future/past time horizons to generate temporally-informed insights.
Idioma del texto original: inglés
Extrapolate research landscape timelines using trend analysis and milestone projection
Idioma del texto original: inglés
Adapt transferred principle to target problem constraints. Produces concrete adapted solutions from abstract principles.
Idioma del texto original: inglés
Patent filing volume time-series, technology lifecycle stage, and S-curve analysis
Idioma del texto original: inglés
Progressively remove components from a system while verifying function preservation through redistribution.
Idioma del texto original: inglés
Resolve technical and physical contradictions via TRIZ 40 inventive principles and separation methods.
Idioma del texto original: inglés
Select inventive principles from the contradiction matrix and generate concrete solutions for identified contradictions.
Idioma del texto original: inglés
Uncertainty cascade propagation — assign input distributions, sample via Monte Carlo, propagate through model, analyze output distribution, identify critical paths. Maps how input uncertainty flows to output uncertainty.
Idioma del texto original: inglés
Propagate input uncertainties through the model via Monte Carlo sampling. Identifies which input uncertainties contribute most to output uncertainty.
Idioma del texto original: inglés
List current Undesirable Effects (UDEs) — observable symptoms of system underperformance
Idioma del texto original: inglés
Quality check on leaf nodes of the GoalTree. Verify each leaf is specific enough, actionable, and that the set of leaves fully covers the top goal. Flag issues for further decomposition.
Idioma del texto original: inglés
Challenge construct validity — does benchmark measure claimed capability? — 3 benchmarks, 40 papers, 30 web searches
Idioma del texto original: inglés
Enumerate 3-5 values per parameter including extremes
Idioma del texto original: inglés
Maximize total portfolio value within constraints using Knapsack, Linear programming, Cost-benefit analysis, and NPV ranking methods.
Idioma del texto original: inglés
Sobol variance decomposition — compute first-order and total-order sensitivity indices to quantify each parameter's contribution to output variance.
Idioma del texto original: inglés
Identify orthogonal axes along which a method's validity might vary. Ensures axes are independent, measurable, and span the relevant parameter space.
Idioma del texto original: inglés
Tactic for vault health upkeep — lint, orphan resolution, merge candidates, confidence updates. Minimum yield ≥1 issue resolved per invocation.
Idioma del texto original: inglés
Synthesizes findings from a completed campaign into typed verdict reports. Produces DebateVerdict, RedTeamReport, FailureAnticipationReport, CounterfactualMap, or AdversarialStressReport depending on campaign. Also supports cross-campaign StressTestSummary.
Idioma del texto original: inglés
Map 15 vital relations between concepts
Idioma del texto original: inglés
Simplified crystallization strategy for users who have a general research direction (e.g., "I'm interested in LLM reasoning") but lack specificity. Simplifies actor profiling and landscape reconnaissance, then proceeds through direction narrowing, obstacle…
Idioma del texto original: inglés
Classifies discovered weaknesses into severity tiers (fatal/major/minor/cosmetic) with structured justification and exploitability assessment.
Idioma del texto original: inglés