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SkillsMP a collecté 961 skills depuis yogsoth-ai/de-anthropocentric-research-engine. Ouvrez un skill pour examiner sa source et ses détails.
yogsoth-ai/de-anthropocentric-research-engineAffichage de 40 skills collectés sur 961.
Strategy: AI-safety systematic probing — enumerate all threat surfaces, generate attack vectors per surface, execute probes, and aggregate findings across the full attack space.
Langue du texte source : anglais
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…
Langue du texte source : anglais
Orchestrate the breakdown of experiment design into sequenced, estimated, and formatted task plan
Langue du texte source : anglais
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.
Langue du texte source : anglais
Strategy for validating ontology consistency — check hierarchy, detect cycles, verify completeness.
Langue du texte source : anglais
View problem from 5yr/50yr/500yr future, backcast to generate temporally-informed creative solutions.
Langue du texte source : anglais
How does it evolve over time? — Short/medium/long-term timeline projection with technology maturity curves
Langue du texte source : anglais
Test whether a gap persists across different time windows (2/5/10 years). Determines if gap is narrowing, widening, or stable over time.
Langue du texte source : anglais
Determine optimal ordering and phasing of portfolio investments using Real Options, Critical path, Dependency graph, and Staged investment methods.
Langue du texte source : anglais
Identify opposing forces that keep gaps open. Uses evaporating cloud to expose hidden assumptions behind conflicts and polarity mapping for unresolvable tensions.
Langue du texte source : anglais
Identify recurring themes across papers using qualitative coding methodology. Produces a codebook with theme definitions, supporting evidence, and frequency counts. Used by narrative-review.
Langue du texte source : anglais
Theorist perspective — assess theoretical foundations, formal rigor, and formalization opportunities.
Langue du texte source : anglais
SOP: Identify theoretical frameworks relevant to a research gap
Langue du texte source : anglais
Tactic: Core of the deductive path — start from theory to extract mechanisms, variables, and relationships, generating hypothesis candidates
Langue du texte source : anglais
Strategy: Williamson-style precise thought experiments — construct carefully specified counterfactual scenarios to test whether conclusions depend on contingent features.
Langue du texte source : anglais
Enumerate all attackable surfaces of an artifact — logical, empirical, methodological, social, and practical dimensions.
Langue du texte source : anglais
Systematically sweep consensus thresholds to observe which items achieve consensus at what level, producing a threshold-consensus curve.
Langue du texte source : anglais
Define minimum acceptable thresholds for each criterion based on context and constraints.
Langue du texte source : anglais
Compute consensus status at multiple threshold levels to produce a threshold-consensus curve.
Langue du texte source : anglais
Temporal projection — view a solution from future/past time horizons to generate temporally-informed insights.
Langue du texte source : anglais
Extrapolate research landscape timelines using trend analysis and milestone projection
Langue du texte source : anglais
Adapt transferred principle to target problem constraints. Produces concrete adapted solutions from abstract principles.
Langue du texte source : anglais
Patent filing volume time-series, technology lifecycle stage, and S-curve analysis
Langue du texte source : anglais
Progressively remove components from a system while verifying function preservation through redistribution.
Langue du texte source : anglais
Resolve technical and physical contradictions via TRIZ 40 inventive principles and separation methods.
Langue du texte source : anglais
Select inventive principles from the contradiction matrix and generate concrete solutions for identified contradictions.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Propagate input uncertainties through the model via Monte Carlo sampling. Identifies which input uncertainties contribute most to output uncertainty.
Langue du texte source : anglais
List current Undesirable Effects (UDEs) — observable symptoms of system underperformance
Langue du texte source : anglais
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.
Langue du texte source : anglais
Challenge construct validity — does benchmark measure claimed capability? — 3 benchmarks, 40 papers, 30 web searches
Langue du texte source : anglais
Enumerate 3-5 values per parameter including extremes
Langue du texte source : anglais
Maximize total portfolio value within constraints using Knapsack, Linear programming, Cost-benefit analysis, and NPV ranking methods.
Langue du texte source : anglais
Sobol variance decomposition — compute first-order and total-order sensitivity indices to quantify each parameter's contribution to output variance.
Langue du texte source : anglais
Identify orthogonal axes along which a method's validity might vary. Ensures axes are independent, measurable, and span the relevant parameter space.
Langue du texte source : anglais
Tactic for vault health upkeep — lint, orphan resolution, merge candidates, confidence updates. Minimum yield ≥1 issue resolved per invocation.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Map 15 vital relations between concepts
Langue du texte source : anglais
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…
Langue du texte source : anglais
Classifies discovered weaknesses into severity tiers (fatal/major/minor/cosmetic) with structured justification and exploitability assessment.
Langue du texte source : anglais