yogsoth-ai/de-anthropocentric-research-engine · v4.0.0 · Development & Workflow
Collection of 900+ markdown research skills that let Claude Code autonomously survey literature, find gaps, form hypotheses, and design experiments
de-anthropocentric-research-engine is a published development & workflow plugin for AI coding agents in the claude-code ecosystem, developed by yogsoth-ai and distributed through the HOL AI plugin registry. Collection of 900+ markdown research skills that let Claude Code autonomously survey literature, find gaps, form hypotheses, and design experiments
Per-metric points (0–100 each) combined via a weighted average into the overall score.
DARE is a research skill library for AI agents. Not a tool that helps an agent do research — the research procedure itself, written down in a form an agent can execute.
Oct 22, 2026·pthahnixRead the guide
Per-metric points (0–100 each) combined via a weighted average into the overall score.
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Install through the Claude Code plugin marketplace.
Optional: install HOL Guard for Claude Code first, so it can check this plugin's tools on your machine before Claude Code uses them.
Add the marketplace
Run this inside a Claude Code session. It registers the marketplace manifest shipped at the repository root. If the repository ships none, add the generated entry from the Advanced section below first.
Find the marketplace and plugin names
The install id is <plugin-entry>@<marketplace-name>, and the marketplace name is declared inside the manifest — it can differ from the repository name. List registered marketplaces to read both names.
Install the plugin
Substitute the plugin entry name and the marketplace name shown by the previous step.
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Loading reviews
{
"name": "de-anthropocentric-research-engine",
"version": "4.0.0",
"description": "Collection of 900+ markdown research skills that let Claude Code autonomously survey literature, find gaps, form hypotheses, and design experiments",
"repository": "https://github.com/yogsoth-ai/de-anthropocentric-research-engine",
"homepage": "https://github.com/yogsoth-ai/de-anthropocentric-research-engine",
"interface": {
"displayName": "de-anthropocentric-research-engine",
"developerName": "yogsoth-ai",
"category": "Development & Workflow"
},
"skills": "./",
"registryIndexVersion": 5
}271 SKILL.md files ship with this plugin. Preview, copy, or download each one, then install them with the Skills CLI.
abstract-structure
skills/abstract-structure/SKILL.md
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
adjudicate-exchange
skills/adjudicate-exchange/SKILL.md
Evaluate competing arguments against stated criteria and produce a reasoned verdict with uncertainty.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
adjust-abstraction-scope
skills/adjust-abstraction-scope/SKILL.md
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.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
adversarial-deliberation
skills/adversarial-deliberation/SKILL.md
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.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
aggregate-ranking
skills/aggregate-ranking/SKILL.md
Aggregate criterion or comparison results into an ordered recommendation under an explicit rule.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analogical-discovery
skills/analogical-discovery/SKILL.md
Abstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable mechanisms.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analyze-constraints-readiness
skills/analyze-constraints-readiness/SKILL.md
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.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analyze-experiment-results
skills/analyze-experiment-results/SKILL.md
Interpret completed experimental outputs after host/runtime execution using pre-declared statistical tests, effect/uncertainty estimates, reproducibility checks, and calibrated synthesis.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analyze-future-scenarios
skills/analyze-future-scenarios/SKILL.md
Construct and compare plausible future/competitive/temporal/stress scenarios and test whether the research path remains robust across them.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analyze-heterogeneity
skills/analyze-heterogeneity/SKILL.md
Identify clinical, methodological, and statistical heterogeneity sources and prioritize subgroup/meta-regression/outlier investigation.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analyze-intervention
skills/analyze-intervention/SKILL.md
Apply an intervention/do-style graph modification and propagate predicted directional effects while recording assumptions.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analyze-leaderboard-dynamics
skills/analyze-leaderboard-dynamics/SKILL.md
Analyze leaderboard score distributions, compression/saturation, anomalies, selective reporting, and regime shifts.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analyze-patent-citation-network
skills/analyze-patent-citation-network/SKILL.md
Analyze patent citation/family relationships to identify central prior art, technological lineage, clusters, bridge patents, and citation anomalies.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analyze-scaling-regime
skills/analyze-scaling-regime/SKILL.md
Analyze how conclusions/performance change across scale and identify regime shifts, saturation, power-law/log-law behavior, or frontier transitions.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
analyze-temporal-trajectory
skills/analyze-temporal-trajectory/SKILL.md
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.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
apply-perturbation
skills/apply-perturbation/SKILL.md
Apply a controlled change to an assumption, factor, component, parameter, or condition and record response.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
apply-question-framework
skills/apply-question-framework/SKILL.md
Select and instantiate a research-question schema appropriate to study type.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
apply-separation-principle
skills/apply-separation-principle/SKILL.md
Resolve a physical contradiction by separating conflicting requirements in time, space, scale, condition, or system level.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
apply-stage-gate
skills/apply-stage-gate/SKILL.md
Apply explicit GO / HOLD / RECYCLE / KILL (or supplied) stage-gate criteria with evidence thresholds and next-step conditions.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
apply-veto-filter
skills/apply-veto-filter/SKILL.md
Eliminate alternatives that violate any hard threshold and report the exact violation.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
appreciative-reframe
skills/appreciative-reframe/SKILL.md
Reframe a problem around functioning exceptions, existing strengths, positive deviance, and conditions under which desired behavior already occurs.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-construct-validity
skills/assess-construct-validity/SKILL.md
Assess whether a benchmark measures its claimed capability using content, convergent, discriminant, and confound analysis.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-evidence-saturation
skills/assess-evidence-saturation/SKILL.md
Estimate marginal information gain of new evidence batches relative to the current corpus and classify continuing/near-saturation/saturated.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-goal-feasibility
skills/assess-goal-feasibility/SKILL.md
Cross-check goal branches against resources, obstacles, and timeline; label feasible/stretch/infeasible and propose OR alternatives.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-patent-claim-scope
skills/assess-patent-claim-scope/SKILL.md
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.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-patent-legal-status
skills/assess-patent-legal-status/SKILL.md
Classify observed patent/legal status and flag uncertainty or jurisdiction dependence.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-prior-art-and-claims
skills/assess-prior-art-and-claims/SKILL.md
Assess novelty/prior art and claim scope by decomposing claims, tracing relevant families, and checking status/provenance.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-problem-wickedness
skills/assess-problem-wickedness/SKILL.md
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.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-publication-bias
skills/assess-publication-bias/SKILL.md
Assess or plan tests for publication/reporting/time-lag/citation/language bias using appropriate diagnostics.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-question-quality
skills/assess-question-quality/SKILL.md
Audit a research question for scope and FINER-style quality; return targeted repairs.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-ranking-consistency
skills/assess-ranking-consistency/SKILL.md
Audit pairwise/ranking coherence and identify inconsistent cycles/triads.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-readiness-dimension
skills/assess-readiness-dimension/SKILL.md
Assess one readiness dimension against explicit anchors/evidence.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-removability
skills/assess-removability/SKILL.md
Estimate whether and at what cost a constraint can be removed or relaxed.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-sensitivity
skills/assess-sensitivity/SKILL.md
Perturb a specified input, assumption, model choice, analysis choice, or weight and measure sensitivity of a specified output; report convergence/instability, unstable regions, and dominant drivers.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assess-system-boundary
skills/assess-system-boundary/SKILL.md
Define and challenge the system boundary: what actors, processes, externalities, timescales, and value assumptions are included or excluded.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
assumption-stress-test
skills/assumption-stress-test/SKILL.md
Surface load-bearing assumptions, classify vulnerability, challenge or perturb them, and re-check causal logic.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
atomize-claim
skills/atomize-claim/SKILL.md
Decompose a compound position into atomic, independently challengeable/falsifiable claims and expose implicit assumptions.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
atomize-concept
skills/atomize-concept/SKILL.md
Decompose compound concepts into atomic, non-overlapping concepts while preserving parent/part relationships.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
attach-evidence-to-relation
skills/attach-evidence-to-relation/SKILL.md
Attach supporting or contradicting evidence to a specific claim/relation with quality, directness, and independence metadata.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
audit-benchmark-validity
skills/audit-benchmark-validity/SKILL.md
Treat benchmarks as scientific measurement instruments: audit construct validity, contamination, metric pathology, coverage, leaderboard dynamics, and protocol drift.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
audit-convergence-independence
skills/audit-convergence-independence/SKILL.md
Audit claims of independent convergence by tracing shared priors, data, framing, models, prompts, assumptions, or upstream evidence; estimate an effective independent evidence count rather than treating nominal N paths as independent.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
audit-data-contamination
skills/audit-data-contamination/SKILL.md
Audit train/test leakage, memorization artifacts, temporal leakage, and disclosure pathways that can invalidate evaluation.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
audit-explanatory-compression
skills/audit-explanatory-compression/SKILL.md
Test whether an elegant/simple explanation earns its compression by forbidding alternatives, subsuming independent facts, or making risky predictions, rather than merely relabeling observations with a compact vocabulary.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
audit-reporting-quality
skills/audit-reporting-quality/SKILL.md
Audit whether a research/evaluation artifact reports the information needed for interpretation and reproduction, using a domain-appropriate checklist.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
audit-structural-equivalence
skills/audit-structural-equivalence/SKILL.md
Audit a claimed isomorphism/equivalence by constructing an explicit mapping, testing which structures/operations/invariants are preserved, searching counterexamples, and downgrading the claim to the strongest defensible relation when full isomorphism fails.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
audit-structure-consistency
skills/audit-structure-consistency/SKILL.md
Detect cycles, contradictions, orphans, type violations, and structural incoherence in a knowledge model.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
audit-study-validity
skills/audit-study-validity/SKILL.md
Audit a study against an appropriate methodological-quality and risk-of-bias rubric; return domain-level judgments, evidence, and overall confidence.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
audit-validator-independence
skills/audit-validator-independence/SKILL.md
Audit whether a validator, benchmark, sandbox, or test can pass by construction because it embeds the same assumptions as the theory it claims to validate. Build a claim×validator-assumption matrix and demand at least one non-circular failure channel.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
biologize-problem
skills/biologize-problem/SKILL.md
Translate a target problem from implementation language into biological function/constraint language suitable for biological analogy search.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
biomimetic-transfer
skills/biomimetic-transfer/SKILL.md
Reframe a problem in biological functional terms, discover organisms/systems solving analogous functions, extract the causal biological strategy, and transfer the mechanism back into the target domain.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
build-concept-fan
skills/build-concept-fan/SKILL.md
Expand a target goal into progressively broader concepts and alternative routes, then descend into new concrete approaches.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
build-current-reality-tree
skills/build-current-reality-tree/SKILL.md
Build a sufficient-cause Current Reality Tree linking undesirable effects to a small root set.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
build-domain-ontology
skills/build-domain-ontology/SKILL.md
Construct a tool-independent domain ontology: scope the domain, atomize concepts, type relations, build hierarchy, audit consistency, detect gaps, and refine confidence.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
build-failure-chain
skills/build-failure-chain/SKILL.md
Build multi-level cause -> failure mode -> effect chains and identify cascades/shared roots.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
build-noncircularity-matrix
skills/build-noncircularity-matrix/SKILL.md
Cross-tabulate target theory claims/assumptions against validator assumptions and mark independent, shared, derived-from-target, or unknown dependencies.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
calibrate-adversarial-confidence
skills/calibrate-adversarial-confidence/SKILL.md
Track confidence in competing claims/roles across adversarial rounds and update confidence only when evidence or argument quality warrants it.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
calibrate-probability-forecast
skills/calibrate-probability-forecast/SKILL.md
Aggregate and iteratively recalibrate probabilistic forecasts, preserving uncertainty, calibration evidence, and unresolved forecaster disagreement.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
canonicalize-entity
skills/canonicalize-entity/SKILL.md
Resolve aliases and near-duplicates into canonical entities while preserving provenance and rejecting false merges; entity schema is configurable.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
categorize-evidence
skills/categorize-evidence/SKILL.md
Cluster an evidence corpus by theme, method, chronology, mechanism, or another declared schema.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
challenge-assumption
skills/challenge-assumption/SKILL.md
Construct a strong countercase or alternative to an assumption and assess consequence if it fails.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
characterize-anomaly
skills/characterize-anomaly/SKILL.md
Precisely characterize an anomaly by contrasting observation with expectation, quantifying deviation where possible, recording conditions, and excluding obvious/trivial explanations before generating hypotheses.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
check-dominance
skills/check-dominance/SKILL.md
Identify Pareto-dominated and non-dominated alternatives under strict dominance.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
classify-assumption-vulnerability
skills/classify-assumption-vulnerability/SKILL.md
Classify assumptions by load-bearing importance and vulnerability.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
classify-constraint
skills/classify-constraint/SKILL.md
Classify constraints as hard, soft, or assumption-like after explicit identification.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
classify-falsification-verdict
skills/classify-falsification-verdict/SKILL.md
Classify a tested claim as BROKEN, CORROBORATED, or UNFALSIFIABLE based on whether a legitimate falsifier succeeded, failed under adequate power, or cannot be specified/reached.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
classify-research-gap
skills/classify-research-gap/SKILL.md
Classify a candidate research gap by type (evidence, method, mechanism, population, theory, measurement, contradiction, boundary, translation, etc.) and record implications for next actions.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
classify-simplicity-evidence
skills/classify-simplicity-evidence/SKILL.md
Classify simplicity/compression as earned, weak, or decorative based on whether it forbids alternatives, compresses independent facts, or merely renames/repackages them.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
classify-stakeholder-salience
skills/classify-stakeholder-salience/SKILL.md
Classify stakeholder salience using power, legitimacy, urgency, dependency, or a supplied salience schema.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
collect-independent-judgments
skills/collect-independent-judgments/SKILL.md
Collect judgments/rankings from multiple genuinely independent evaluators or perspectives before exposing any peer outputs, preserving ballots and rationale for later social-choice aggregation.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
compare-evaluation-protocols
skills/compare-evaluation-protocols/SKILL.md
Build a protocol-difference matrix and estimate which differences can materially change measured performance.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
compare-hypotheses
skills/compare-hypotheses/SKILL.md
Build an explicit comparison matrix over hypotheses, predictions, and evidence.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
compare-pair
skills/compare-pair/SKILL.md
Execute one pairwise comparison under a specified criterion/model and return winner, confidence, and reasons.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
conceptual-blending
skills/conceptual-blending/SKILL.md
Construct multiple input spaces, extract a shared generic space, selectively project structure into a blend, and simulate emergent properties that are not present in either source alone.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-argument-map
skills/construct-argument-map/SKILL.md
Atomize claims, expose premises and counterclaims, attach evidence/defeaters, score claim strength, and construct an inspectable argument graph independent of storage format.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-causal-model
skills/construct-causal-model/SKILL.md
Construct and validate an explicit causal model with measurable variables, mechanism edges, evidence links, feedback loops, interventions, counterevidence, and confidence.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-counterfactual
skills/construct-counterfactual/SKILL.md
Construct the minimally or explicitly intervened counterfactual world required by the parent analysis.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-critique
skills/construct-critique/SKILL.md
Construct the strongest structured attack on a claim/artifact, grounded in explicit reasons/evidence.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-defense
skills/construct-defense/SKILL.md
Construct the strongest defensible case while acknowledging valid weaknesses.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-design-matrix
skills/construct-design-matrix/SKILL.md
Construct a balanced/randomized/orthogonal experimental design matrix appropriate to the chosen design mode.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-evidence-network
skills/construct-evidence-network/SKILL.md
Construct a network-meta-analysis evidence graph and evaluate connectivity/transitivity prerequisites.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-hierarchy
skills/construct-hierarchy/SKILL.md
Construct an acyclic is-a/part-of/instance-of hierarchy with explicit roots, depth, and transitivity constraints.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-input-spaces
skills/construct-input-spaces/SKILL.md
Define the structured input spaces for conceptual blending: entities, relations, goals, constraints, and salient dynamics in each source.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-perspective-set
skills/construct-perspective-set/SKILL.md
Construct an explicit set of scientifically relevant viewpoints, roles, worldviews, stakeholder positions, or epistemic lenses to apply to the same object.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-scenario
skills/construct-scenario/SKILL.md
Construct a scenario across key uncertainties with explicit assumptions and plausibility. Modes include baseline/narrative, counterfactual, and extreme-but-plausible worst-case with breaking point, failure cascade, recovery assumptions, and distinguishing observables.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
construct-validity-envelope
skills/construct-validity-envelope/SKILL.md
Synthesize multi-axis breakpoints into a multidimensional statement of where a claim/method remains valid.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
counterfactual-causal-analysis
skills/counterfactual-causal-analysis/SKILL.md
Intervene on factors, construct counterfactual worlds, test necessity/sufficiency, and identify load-bearing causal factors.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
coverage-white-space-search
skills/coverage-white-space-search/SKILL.md
Map known methods against problem/parameter space and generate candidates from uncovered and weakly covered intersections. Acquisition mechanism is runtime-selected.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
cross-examine
skills/cross-examine/SKILL.md
Probe responses for inconsistency, logic gaps, and unsupported claims.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
crystallize-north-star
skills/crystallize-north-star/SKILL.md
Compress the goal structure and intentionality into a specific, ambitious, achievable one-sentence research North Star.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
de-anthropocentric-research-engine
skills/de-anthropocentric-research-engine/SKILL.md
DARE v4 is the product-level orchestrator for a research run. It turns a user request into a controlled sequence of North Star crystallization, executable specification, and phase-by-phase execution.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
decompose-and-or-goal
skills/decompose-and-or-goal/SKILL.md
Recursively decompose a goal into an AND/OR DAG whose leaves are executable or testable subgoals.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
decompose-components
skills/decompose-components/SKILL.md
Decompose a system into components/functions and record dependencies relevant to transformation.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
decompose-evaluation-metric
skills/decompose-evaluation-metric/SKILL.md
Decompose an evaluation metric into rewarded signals, aggregation choices, polarity, ceiling effects, and Goodhart vulnerabilities.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
decompose-global-sensitivity
skills/decompose-global-sensitivity/SKILL.md
Estimate global main effects and interactions across uncertain inputs using screening/decomposition methods such as Morris→Sobol or an equivalent supplied method.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
decompose-ishikawa
skills/decompose-ishikawa/SKILL.md
Build an Ishikawa-style causal decomposition across relevant cause families.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
decompose-research-goal
skills/decompose-research-goal/SKILL.md
Turn a research direction into an AND/OR goal DAG with testable leaves, dependency structure, and feasibility annotations.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
decompose-research-question
skills/decompose-research-question/SKILL.md
Decompose a complex RQ into MECE subquestions, map dependencies, and schedule the answering order.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
define-analysis-dimensions
skills/define-analysis-dimensions/SKILL.md
Identify approximately independent dimensions/axes that span the relevant problem, design, or validity space and define their semantics.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
define-criteria
skills/define-criteria/SKILL.md
Derive explicit evaluation criteria from the research objective and candidate set.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
define-evidence-protocol
skills/define-evidence-protocol/SKILL.md
Define research questions, evidence scope, queries/concepts, inclusion/exclusion rules, provenance requirements, and stopping evidence for an acquisition task.
SKILL.md content is not in this snapshot. Open the raw file to copy it from the source repository.
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