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