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SkillsMP has collected 961 skills from yogsoth-ai/de-anthropocentric-research-engine. Open a skill to review its source and details.
yogsoth-ai/de-anthropocentric-research-engineShowing 40 of 961 collected skills.
Enumerate barriers to pursuing the chosen research direction — knowledge barriers, resource barriers, capability barriers, competition barriers. May optionally use search tools to discover obstacles the user hasn't mentioned.
Define inclusion/exclusion criteria for systematic study selection in meta-analysis
Identify which specific comparison pairs are most responsible for preference cycles and inconsistencies.
Strategy: induce and distill hypotheses from data/observations
Build input spaces for two source concepts
Detect and characterize significant parameter interactions from Sobol decomposition results.
Design intermediate objectives to overcome each identified obstacle
Evaluate exploration status of each cell in a method×problem matrix, annotating as explored, partial, or unexplored.
Analyze interventions and manipulations on the causal system
Extract constructive insights from worst solutions. Transform failure analysis into innovation directions.
Reverse statements → extract insights → build constructive alternatives. Systematic inversion pipeline from negation to innovation.
Decompose problems into 6M categories (Methodology, Data, Theory, Measurement, Researchers, Environment) via fishbone diagram analysis.
Execute one full Delphi round — collect judgments, distribute anonymous feedback, measure consensus, decide whether to continue.
Map stakeholder Jobs-to-be-Done — functional, emotional, and social jobs for each affected party. Identifies unserved jobs as opportunity signals.
Render an impartial verdict on advocate case vs critic attacks with explicit reasoning.
Collect independent judgments from all perspectives on a given question.
Military ACT: systematically enumerate all assumptions, classify by type, and evaluate evidence strength supporting each.
Research Knowledge Acquisition Engine with 5 campaigns (literature-survey, patent-mining, benchmark-archaeology, meta-analysis, baseline-establishment). Use this skill whenever a user needs to systematically acquire research knowledge — academic literature,…
Tactic for compiling research findings into vault pages — orchestrates page creation, updates, edge linking, and index maintenance. Minimum yield ≥3 page operations per invocation.
Proofs and Refutations method: generate counterexamples, attempt monster-barring, incorporate surviving counterexamples as lemma refinements.
Broad, shallow exploration of candidate research fields. Understand what's out there before narrowing. Use when the user needs to discover which fields are available to them — especially in cold-start and warm-start scenarios.
Patent landscape full-scan — maps technology domain via assignee ranking, IPC/CPC classification, filing trends. Budget: 200 patent families, 0 claim parses, 80 web searches.
Evaluate each candidate research field on maturity, competition, entry barrier, and publication opportunity. Synthesizes broad-web-search results into a structured FieldPanorama. Must consider both niche approaches AND direct frontal competition in hot fields.
de Bono lateral escape sequence — identify dominant idea, generate provocations (escape/reversal/exaggeration/distortion), follow consequences to extract new framings. Breaks paradigm lock-in.
Synthesize all lateral thinking intermediate outputs into a structured idea report.
Analyze leaderboard score distributions, compression, selective reporting
Systematically collect performance data from platforms and papers
Determine patent legal status — active, expired, pending, lapsed, or revoked
Determine appropriate levels for each experimental factor
Apply life's principles as design constraints. Orchestrates ecosystem-pattern-extraction → evolution-mechanism-transfer → abstraction-to-design.
Identify which factors are "load-bearing walls" — factors whose removal would collapse the conclusion.
Build n-dimensional morphological matrix
Tactic for generating and populating combination matrices — cross dimensions to enumerate the design space.
Design path to readiness using Stage-Gate, Technology Roadmapping, and milestone planning methods.
Assess current readiness of candidates using TRL 9-level, NASSS 7-dimension, and Innovation Readiness Level frameworks.
Map causal mechanisms between variables
Produce final meta-analysis protocol document assembling all planning outputs into PRISMA-compliant protocol
Comprehensively identify all relevant methods for a task — 50 methods, 60 web searches budget
Build method×problem cross-reference matrix showing which methods have been applied to which problems.
Cross method×problem matrix, find unexplored intersections where known methods have not been applied to known problems.