yogsoth-ai/de-anthropocentric-research-engine

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name: abstract-structure

description: Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.

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name: adjudicate-exchange

description: Evaluate competing arguments against stated criteria and produce a reasoned verdict with uncertainty.

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name: adjust-abstraction-scope

description: Move a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism, context, outcome, timeframe, system boundary) until the representation has useful explanatory and experimental leverage.

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name: adversarial-deliberation

description: Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective, target, escalation depth, loser-resurrection, and steelman/winner-stress modes are parameters; role execution is runtime-agnostic.

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name: aggregate-ranking

description: Aggregate criterion or comparison results into an ordered recommendation under an explicit rule.

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name: analogical-discovery

description: Abstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable mechanisms.

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name: analyze-constraints-readiness

description: Characterize what blocks a research target: readiness dimensions, obstacles, bottlenecks, resource gaps, causal constraints, dependencies, conflicts, removability, and mitigation pathways. Depth selects lightweight triage, readiness assessment, or causal/TOC-style constraint analysis.

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name: analyze-experiment-results

description: Interpret completed experimental outputs after host/runtime execution using pre-declared statistical tests, effect/uncertainty estimates, reproducibility checks, and calibrated synthesis.

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name: analyze-future-scenarios

description: Construct and compare plausible future/competitive/temporal/stress scenarios and test whether the research path remains robust across them.

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name: analyze-heterogeneity

description: Identify clinical, methodological, and statistical heterogeneity sources and prioritize subgroup/meta-regression/outlier investigation.

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name: analyze-intervention

description: Apply an intervention/do-style graph modification and propagate predicted directional effects while recording assumptions.

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name: analyze-leaderboard-dynamics

description: Analyze leaderboard score distributions, compression/saturation, anomalies, selective reporting, and regime shifts.

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name: analyze-patent-citation-network

description: Analyze patent citation/family relationships to identify central prior art, technological lineage, clusters, bridge patents, and citation anomalies.

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name: analyze-scaling-regime

description: Analyze how conclusions/performance change across scale and identify regime shifts, saturation, power-law/log-law behavior, or frontier transitions.

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name: analyze-temporal-trajectory

description: Analyze an ordered temporal trajectory, including persistence/narrowing/widening tests, regime changes, inflection points, and optional extrapolation with uncertainty. Entity type, window, and forecast mode are parameters.

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name: apply-perturbation

description: Apply a controlled change to an assumption, factor, component, parameter, or condition and record response.

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name: apply-question-framework

description: Select and instantiate a research-question schema appropriate to study type.

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name: apply-separation-principle

description: Resolve a physical contradiction by separating conflicting requirements in time, space, scale, condition, or system level.

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name: apply-stage-gate

description: Apply explicit GO / HOLD / RECYCLE / KILL (or supplied) stage-gate criteria with evidence thresholds and next-step conditions.

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name: apply-veto-filter

description: Eliminate alternatives that violate any hard threshold and report the exact violation.

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name: appreciative-reframe

description: Reframe a problem around functioning exceptions, existing strengths, positive deviance, and conditions under which desired behavior already occurs.

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name: assess-construct-validity

description: Assess whether a benchmark measures its claimed capability using content, convergent, discriminant, and confound analysis.

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name: assess-evidence-saturation

description: Estimate marginal information gain of new evidence batches relative to the current corpus and classify continuing/near-saturation/saturated.

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name: assess-goal-feasibility

description: Cross-check goal branches against resources, obstacles, and timeline; label feasible/stretch/infeasible and propose OR alternatives.

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name: assess-patent-claim-scope

description: Assess protection breadth, limiting elements, support, overlap, design-around vulnerability, and likely scope uncertainty for a patent claim without making legal conclusions beyond the evidence.

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name: assess-patent-legal-status

description: Classify observed patent/legal status and flag uncertainty or jurisdiction dependence.

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name: assess-prior-art-and-claims

description: Assess novelty/prior art and claim scope by decomposing claims, tracing relevant families, and checking status/provenance.

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name: assess-problem-wickedness

description: Assess whether the problem is tame, complex, or wicked by examining stakeholder disagreement, moving boundaries, feedback, value conflict, and absence of a stable stopping rule.

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name: assess-publication-bias

description: Assess or plan tests for publication/reporting/time-lag/citation/language bias using appropriate diagnostics.

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name: assess-question-quality

description: Audit a research question for scope and FINER-style quality; return targeted repairs.