Build evidence network graph for network meta-analysis — nodes, edges, geometry assessment
Quellsprache: Englisch
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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.
Build evidence network graph for network meta-analysis — nodes, edges, geometry assessment
Quellsprache: Englisch
Searches for external evidence supporting or opposing specific claims. Returns structured evidence with source assessment and relevance scoring.
Quellsprache: Englisch
Plan the statistical synthesis approach — model selection, heterogeneity strategy, and reporting
Quellsprache: Englisch
Synthesize multi-source evidence into structured argumentation. Weaves findings from literature, web, and analysis into coherent evidence maps with explicit strength ratings.
Quellsprache: Englisch
Tactic: Evidence gathering, cross-examination, and quality judgment. External evidence is collected, presented, challenged, and scored for relevance and reliability.
Quellsprache: Englisch
Tactic for assessing the strength and relevance of evidence for causal claims — distinguishes correlation from causation.
Quellsprache: Englisch
Map evolution mechanisms to design operations. Translate selection, mutation, drift, radiation into design operators.
Quellsprache: Englisch
Use evolution mechanisms (selection, mutation, radiation) as design operators for generating and refining solution populations.
Quellsprache: Englisch
Leave the problem entirely and explore an unrelated domain. Produces excursion domain discoveries for later force-fitting.
Quellsprache: Englisch
Full 8-stage Gordon-Prince excursion process. Deliberate departure from the problem into unrelated domains, then force-fit discoveries back.
Quellsprache: Englisch
Orchestrate the excursion sequence — departure into unrelated domain, force-fit discoveries back to problem, launch springboard ideas.
Quellsprache: Englisch
SOP: generate executable experiment configuration files
Quellsprache: Englisch
Structured data extraction from deep-read papers — produces comparison tables (method, dataset, metrics, results, limitations). Used by systematic-survey and deep-survey.
Quellsprache: Englisch
Generate boundary and extreme test values for a given parameter dimension to stress-test claims.
Quellsprache: Englisch
Bridge two unrelated thinking matrices via Koestler bisociation. Identify independent frames of reference and force collision to produce creative insight.
Quellsprache: Englisch
List all key factors, conditions, and assumptions that support or enable the artifact's conclusion.
Quellsprache: Englisch
Identify independent, dependent, and control variables for an experiment
Quellsprache: Englisch
Strategy: Systematic factor removal — remove factors one at a time and observe whether the conclusion remains stable, identifying which factors are load-bearing.
Quellsprache: Englisch
DOE thinking: identify factors, define levels, and explore combinations to systematically cover the design space.
Quellsprache: Englisch
Build cause-mode-effect chains tracing upstream root causes and downstream cascading effects for each failure mode.
Quellsprache: Englisch
Tactic: Trace upstream causes and downstream effects of each failure mode. Builds multi-level cause-mode-effect chains for systemic understanding.
Quellsprache: Englisch
Group observed failures by mechanism (not symptom), identify common triggers per cluster, estimate frequency and severity.
Quellsprache: Englisch
Generate targeted solutions for each identified failure mode, ensuring every failure has at least one proposed mitigation.
Quellsprache: Englisch
Systematically catalog failure modes — generate edge cases, observe failures, cluster by mechanism, identify triggers and frequency.
Quellsprache: Englisch
Extract structured failure mode list from raw scenarios or artifact analysis. Produces standardized failure mode records.
Quellsprache: Englisch
Catalog all failure modes in a domain, classify them systematically, and generate targeted solutions for each failure type.
Quellsprache: Englisch
Detect false gaps — search failures, already-solved gaps, and inherently unanswerable questions masquerading as research gaps.
Quellsprache: Englisch
Tactic: hypothesis quality assurance — check falsifiability, repair failing hypotheses, complete operationalization and boundary-condition specification
Quellsprache: Englisch
Wish-fulfillment thinking — ignore physical laws for ideal solution. Use unconstrained imagination to reveal what the problem truly needs.
Quellsprache: Englisch
Unconstrained wish-fulfillment ideation. Ignore all physical laws to imagine the ideal solution, then identify realization directions.
Quellsprache: Englisch
Cross-reference the GoalTree against ActorProfile (capabilities), ObstacleReport (known barriers), and timeline (deadline feasibility). Identify infeasible paths and suggest OR alternatives.
Quellsprache: Englisch
Strategy: reshape a research question under resource constraints — pragmatic adjustment that preserves core value
Quellsprache: Englisch
Synthesize all assessments into a feasibility matrix, recommendation, and risk summary.
Quellsprache: Englisch
Create anonymized feedback report summarizing group judgment distribution for a given round.
Quellsprache: Englisch
Tactic for identifying circular causation — detect feedback loops, classify as reinforcing or balancing, document loop structure.
Quellsprache: Englisch
Aggregate, deduplicate, and classify findings from multiple probes into a coherent vulnerability report.
Quellsprache: Englisch
Iterative "Why?" questioning (5+ levels) to drill from surface phenomenon to actionable root cause. Each level verified against evidence.
Quellsprache: Englisch
Find the minimal change magnitude along a dimension that causes the conclusion to flip from true to false.
Quellsprache: Englisch
Force-fit excursion discoveries back to the original problem. Deliberately create connections between unrelated findings and the challenge.
Quellsprache: Englisch
Force connections between unrelated technologies. Deliberately construct bridges where none naturally exist to discover novel integration possibilities.
Quellsprache: Englisch