yogsoth-ai/de-anthropocentric-research-engine - 第 21 页

systematic-probing

Strategy: AI-safety systematic probing — enumerate all threat surfaces, generate attack vectors per surface, execute probes, and aggregate findings across the full attack space.

原文语言：英语

systematic-survey

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…

原文语言：英语

task-decomposition

Orchestrate the breakdown of experiment design into sequenced, estimated, and formatted task plan

原文语言：英语

taxonomy-mapping

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.

原文语言：英语

taxonomy-validation

Strategy for validating ontology consistency — check hierarchy, detect cycles, verify completeness.

原文语言：英语

temporal-projection

View problem from 5yr/50yr/500yr future, backcast to generate temporally-informed creative solutions.

原文语言：英语

temporal-scenario

How does it evolve over time? — Short/medium/long-term timeline projection with technology maturity curves

原文语言：英语

temporal-sensitivity-testing

Test whether a gap persists across different time windows (2/5/10 years). Determines if gap is narrowing, widening, or stable over time.

原文语言：英语

temporal-sequencing

Determine optimal ordering and phasing of portfolio investments using Real Options, Critical path, Dependency graph, and Staged investment methods.

原文语言：英语

tension-mining

Identify opposing forces that keep gaps open. Uses evaporating cloud to expose hidden assumptions behind conflicts and polarity mapping for unresolvable tensions.

原文语言：英语

thematic-coding

Identify recurring themes across papers using qualitative coding methodology. Produces a codebook with theme definitions, supporting evidence, and frequency counts. Used by narrative-review.

原文语言：英语

theorist-hat

Theorist perspective — assess theoretical foundations, formal rigor, and formalization opportunities.

原文语言：英语

theory-identification

SOP: Identify theoretical frameworks relevant to a research gap

原文语言：英语

theory-mechanism-extraction

Tactic: Core of the deductive path — start from theory to extract mechanisms, variables, and relationships, generating hypothesis candidates

原文语言：英语

thought-experiment

Strategy: Williamson-style precise thought experiments — construct carefully specified counterfactual scenarios to test whether conclusions depend on contingent features.

原文语言：英语

threat-surface-mapping

Enumerate all attackable surfaces of an artifact — logical, empirical, methodological, social, and practical dimensions.

原文语言：英语

threshold-calibration

Systematically sweep consensus thresholds to observe which items achieve consensus at what level, producing a threshold-consensus curve.

原文语言：英语

threshold-setting

Define minimum acceptable thresholds for each criterion based on context and constraints.

原文语言：英语

threshold-sweep

Compute consensus status at multiple threshold levels to produce a threshold-consensus curve.

原文语言：英语

time-machine

Temporal projection — view a solution from future/past time horizons to generate temporally-informed insights.

原文语言：英语

timeline-projection

Extrapolate research landscape timelines using trend analysis and milestone projection

原文语言：英语

transfer-adaptation

Adapt transferred principle to target problem constraints. Produces concrete adapted solutions from abstract principles.

原文语言：英语

trend-analysis

Patent filing volume time-series, technology lifecycle stage, and S-curve analysis

原文语言：英语

trimming-execution

Progressively remove components from a system while verifying function preservation through redistribution.

原文语言：英语

triz-contradiction-resolution

Resolve technical and physical contradictions via TRIZ 40 inventive principles and separation methods.

原文语言：英语

triz-principle-application

Select inventive principles from the contradiction matrix and generate concrete solutions for identified contradictions.

原文语言：英语

uncertainty-cascade

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.

原文语言：英语

uncertainty-propagation

Propagate input uncertainties through the model via Monte Carlo sampling. Identifies which input uncertainties contribute most to output uncertainty.

原文语言：英语

undesirable-effect-listing

List current Undesirable Effects (UDEs) — observable symptoms of system underperformance

原文语言：英语

validate-leaves

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.

原文语言：英语

validity-probing

Challenge construct validity — does benchmark measure claimed capability? — 3 benchmarks, 40 papers, 30 web searches

原文语言：英语

value-enumeration

Enumerate 3-5 values per parameter including extremes

原文语言：英语

value-maximization

Maximize total portfolio value within constraints using Knapsack, Linear programming, Cost-benefit analysis, and NPV ranking methods.

原文语言：英语

variance-decomposition

Sobol variance decomposition — compute first-order and total-order sensitivity indices to quantify each parameter's contribution to output variance.

原文语言：英语

variation-axis-definition

Identify orthogonal axes along which a method's validity might vary. Ensures axes are independent, measurable, and span the relevant parameter space.

原文语言：英语

vault-maintenance

Tactic for vault health upkeep — lint, orphan resolution, merge candidates, confidence updates. Minimum yield ≥1 issue resolved per invocation.

原文语言：英语

verdict-synthesis

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.

原文语言：英语

vital-relation-mapping

Map 15 vital relations between concepts

原文语言：英语

warm-start

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…

原文语言：英语

weakness-classification

Classifies discovered weaknesses into severity tiers (fatal/major/minor/cosmetic) with structured justification and exploitability assessment.

原文语言：英语