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