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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.
Evaluate novelty of specific invention — find relevant prior art across patents, publications, and products. Budget: 80 patent families, 20 claim parses, 50 web searches.
Langue du texte source : anglais
Multi-dimensional gap scoring and ranking — define criteria, score, weight, rank, sensitivity-check. Combines multi-criteria-scoring, stakeholder-confirmation, and feasibility assessment.
Langue du texte source : anglais
Tactic: perturb scoring weights to test the robustness of the gap ranking against weight choice
Langue du texte source : anglais
Generate PRISMA-compliant flow data documenting the screening funnel — counts at each stage (identification, screening, eligibility, inclusion) with exclusion reasons. Used by systematic-survey via prisma-screening tactic.
Langue du texte source : anglais
Multi-stage PRISMA screening tactic — progressively filter papers from a large candidate pool to a focused set for deep reading. Four stages (identification, title/abstract screening, full-text screening, inclusion) with documented counts at each stage.
Langue du texte source : anglais
Execute a single attack probe against an artifact, record the result with evidence and severity classification.
Langue du texte source : anglais
Restate technical problem as biological question. Translate engineering challenges into nature's language.
Langue du texte source : anglais
Strategy: Research execution process FMEA — analyzes how the research process itself can fail during execution, distinct from design-level failures.
Langue du texte source : anglais
Build performance-over-time progress curves with inflection detection
Langue du texte source : anglais
Track performance progress over time, quantify remaining headroom — 30 methods, 100 data points, 40 web searches budget
Langue du texte source : anglais
Propose concrete mitigation strategies for severe obstacles. MUST use search tools to validate that proposed mitigations are realistic — no armchair theorizing. Each mitigation must have evidence of feasibility.
Langue du texte source : anglais
Strategy: Klein pre-mortem — assume the artifact has failed, then retrospect plausible causes. Generates rapid failure scenario catalog.
Langue du texte source : anglais
Extract evaluation protocol parameters from papers
Langue du texte source : anglais
Analyze evaluation protocol differences across papers for same benchmark — 5 benchmarks, 60 papers, 30 web searches
Langue du texte source : anglais
PO + Movement: generate provocations then extract useful directions (4 movement types)
Langue du texte source : anglais
Plan funnel plots, Egger's test, trim-and-fill, p-curve, and selection model analyses for publication bias
Langue du texte source : anglais
Methodological quality and bias risk assessment of included studies using validated tools
Langue du texte source : anglais
Methodological rigor scoring for papers — evaluates bias risk, reproducibility, sample adequacy using established frameworks. Used by systematic-survey.
Langue du texte source : anglais
Multi-dimensional patent quality assessment — forward citations, family size, claim count, geographic breadth
Langue du texte source : anglais
Tactic: iteratively refine a research question until it passes all 5 FINER criteria
Langue du texte source : anglais
Reframe research questions using abstraction laddering, HMW formulation, and Socratic probing. Find the most productive level and framing for investigation.
Langue du texte source : anglais
Synthesize multiple dimension scores into radar chart data and compute overall readiness.
Langue du texte source : anglais
Random word/concept as thinking entry point (de Bono Random Entry)
Langue du texte source : anglais
Select random paper facet as creative stimulus. Uses genuine randomness in paper selection to break domain fixation.
Langue du texte source : anglais
Random word/paper/concept as thinking entry point. Use genuine randomness to escape fixation and open unexpected solution paths.
Langue du texte source : anglais
Use random word/concept injection as creative stimulus. Selects random concepts and forces connection to the problem space, generating unexpected solution paths.
Langue du texte source : anglais
Compare multiple ranking results to assess agreement and identify divergent items.
Langue du texte source : anglais
Produce the final ranking artifact from converged ratings and consistency report.
Langue du texte source : anglais
Strategy: rapid coarse screening — two filtering rounds compress a large set of gaps into a fine-rankable candidate set
Langue du texte source : anglais
Incorporate a new judgment into the rating model and return updated ratings for all candidates.
Langue du texte source : anglais
Re-derive conclusions under a negated assumption, tracking where the derivation diverges from the original.
Langue du texte source : anglais
Re-evaluate S/O/D scores after mitigation measures are in place. Validates that mitigations actually reduce risk as expected.
Langue du texte source : anglais
Reassemble decomposed fragments into novel structures through systematic recombination of components.
Langue du texte source : anglais
Reassemble decomposed system fragments into novel structural arrangements that create emergent value.
Langue du texte source : anglais
Compile all problem reformulation analyses into a coherent report with a recommended new problem definition.
Langue du texte source : anglais
Reframe the problem from 4 professional perspectives to reveal what each discipline would focus on.
Langue du texte source : anglais
Strategy for identifying and typing relationships between concepts — create edges with appropriate types and weights.
Langue du texte source : anglais
Assess how removable a constraint is with effort estimate and dependency analysis.
Langue du texte source : anglais
Design concrete removal steps for a constraint with timeline and resource needs.
Langue du texte source : anglais
Ensure experiment reproducibility through systematic environment and seed control
Langue du texte source : anglais