325 instruction files for AI agents, collected from yogsoth-ai/de-anthropocentric-research-engine. Install any of them at an exact version with mdr add yogsoth-ai/de-anthropocentric-research-engine/<name>.
AGENTS.md AGENTS.md file
yogsoth-ai/de-anthropocentric-research-engine · AGENTS.md
git:20260727.358b018 · audit A · 508 stars
git:20260701.4f1b4d0 · audit A · 508 stars
formated-results SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/formated-results/SKILL.md · Closing skill for the research-executor, loaded as the last step of formated-specs. Summarize the design just produced…
git:20260916.f5399c9 · audit A · 508 stars
formated-specs SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/formated-specs/SKILL.md · Spec-slot skill for the research-executor. Emit the 4-layer DARE orchestration of the assigned topic as one…
git:20260916.f5399c9 · audit A · 508 stars
injection-fidelity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/injection-fidelity/SKILL.md · Loss-1 judge (codex role). Given one sample's de-identified dialogue and its PolicyCard, decide axis-by-axis whether…
git:20260916.f5399c9 · audit A · 508 stars
ladder-quality-order SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/ladder-quality-order/SKILL.md · Loss-2 judge (codex role). Over one topic's 6 shuffled research-design samples, pairwise-rank by quality using the…
git:20260916.f5399c9 · audit A · 508 stars
optimization-loop SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · ladder-foundry/skills/optimization-loop/SKILL.md · The optimizer brain for the ladder-foundry pretraining loop. Runs the two-level nested batch loop, delegates gating to…
git:20260916.f5399c9 · audit A · 508 stars
acu-nugget-recall SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/acu-nugget-recall/SKILL.md · Tactic: Extract atomic units from one paper and score how much of a caller-supplied summary covers. Use for ACU-style…
v1.0.0 · audit A · 508 stars
argumentative-zoning SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/argumentative-zoning/SKILL.md · Tactic: Label every sentence of one paper with its rhetorical role using Argumentative Zoning. Use when fixed…
v1.0.0 · audit A · 508 stars
atomic-unit-matching SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/atomic-unit-matching/SKILL.md · Judge, per atomic content unit, whether a target text (summary, abstract, or other candidate text) contains it — binary…
v1.0.0 · audit A · 508 stars
atomic-unit-recall-aggregate SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/atomic-unit-recall-aggregate/SKILL.md · Aggregate per-unit ACU/Nugget match judgments into a final recall score — normalized length-penalized recall for ACU…
v1.0.0 · audit A · 508 stars
atomic-unit-writing SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/atomic-unit-writing/SKILL.md · Extract (ACU-style) or freshly author (Nugget-style) a list of atomic content units from a paper, optionally tagged…
v1.0.0 · audit A · 508 stars
claim-label-prediction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/claim-label-prediction/SKILL.md · Judge a three-way SUPPORTS/REFUTES/NOINFO label for an atomic claim, based only on its selected rationale sentences…
v1.0.0 · audit A · 508 stars
claim-writing SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/claim-writing/SKILL.md · Blind-rewrite a citing sentence (citance) from another paper into a single atomic, independently-verifiable claim…
v1.0.0 · audit A · 508 stars
domain-level-judgment SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/domain-level-judgment/SKILL.md · Fold raw signalling-question answers into domain-level judgments for RoB2, ROBINS-I, or QUADAS-2, per each tool's own…
v1.0.0 · audit A · 508 stars
dual-column-self-check SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/dual-column-self-check/SKILL.md · Run one of the ML/CS reproducibility checklists (ML Reproducibility Checklist, REFORMS, NeurIPS Paper Checklist, Model…
v1.0.0 · audit A · 508 stars
engineering-config-grading SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/engineering-config-grading/SKILL.md · (Proposal, unverified) Grade reproducibility-relevant engineering configuration items (hyperparameter search range…
v1.0.0 · audit A · 508 stars
first-pass-skim SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/first-pass-skim/SKILL.md · Keshav's first pass over one paper — a 5-10 minute skim of title, abstract, headings, figures, and conclusion only…
v1.0.0 · audit A · 508 stars
keshav-three-pass SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/keshav-three-pass/SKILL.md · Tactic: Read one paper by Keshav''s three-pass method — a shallow skim, a contribution-grasping full read, then a deep…
v1.0.0 · audit A · 508 stars
multi-stage-cascade-extraction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/multi-stage-cascade-extraction/SKILL.md · Run a multi-stage extraction cascade (mention detection, document-level coreference clustering, optional saliency…
v1.0.0 · audit A · 508 stars
paper-fetch SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/paper-fetch/SKILL.md · Retrieve one specified academic paper (by title, arXiv ID, DOI, URL, or a local .md/.txt/.pdf path the caller already…
v1.0.0 · audit A · 508 stars
qalmri-worksheet SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/qalmri-worksheet/SKILL.md · Tactic: Fill a six-slot QALMRI worksheet for one paper: Question, Alternatives, Logic, Method, Results, and Inference…
v1.0.0 · audit A · 508 stars
qalmri SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/qalmri/SKILL.md · Produce a six-slot QALMRI worksheet (Question, Alternatives, Logic, Method, Results, Inference) as free-text notes on…
v1.0.0 · audit A · 508 stars
qasper-evidence-qa SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/qasper-evidence-qa/SKILL.md · Answer a specific question about a paper, grounding the answer in exact quoted evidence spans from the text…
v1.0.0 · audit A · 508 stars
quality-appraisal-checklist SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/quality-appraisal-checklist/SKILL.md · Run CASP (8 study-type variants), JBI (~6 variants), or AMSTAR-2 quality-appraisal checklists — each ending in the…
v1.0.0 · audit A · 508 stars
question-framing SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/question-framing/SKILL.md · Fill a slot-based question-framing schema (PICO, PECO, or SPIDER) from a paper's stated research question. Use this…
v1.0.0 · audit A · 508 stars
rationale-selection SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/rationale-selection/SKILL.md · Select the minimal set of 1-3 verbatim sentences from a candidate paper/abstract sufficient to entail or refute an…
v1.0.0 · audit A · 508 stars
reforms-grading SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/reforms-grading/SKILL.md · Tactic: Grade an ML/CS paper''s reproducibility configuration reporting as complete, partial, or none after checking…
v1.0.0 · audit A · 508 stars
reporting-standard-checklist SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/reporting-standard-checklist/SKILL.md · Check whether a paper reports each item from PRISMA, CONSORT, STROBE, ARRIVE, SPIRIT, or TRIPOD (per whichever…
v1.0.0 · audit A · 508 stars
reproducibility-third-party-verification SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/reproducibility-third-party-verification/SKILL.md · (Proposal, unverified) Attempt to verify a paper's reported results by actually executing its released code/scripts…
v1.0.0 · audit A · 508 stars
research-question-appraisal SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/research-question-appraisal/SKILL.md · Judge a paper's stated research question against the FINER criteria (Feasible, Interesting, Novel, Ethical, Relevant) —…
v1.0.0 · audit A · 508 stars
rhetorical-structure-quality SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/rhetorical-structure-quality/SKILL.md · (Proposal, unverified) Judge whether argumentative relations between unit-classification's rhetorical labels actually…
v1.0.0 · audit A · 508 stars
second-pass-grasp SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/second-pass-grasp/SKILL.md · Keshav's second pass — a careful full read (ignoring proof/derivation detail) producing prose-level understanding…
v1.0.0 · audit A · 508 stars
signalling-question-answering SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/signalling-question-answering/SKILL.md · Answer per-domain signalling questions (5-value scale: Yes/Probably yes/Probably no/No/No information) for RoB2…
v1.0.0 · audit A · 508 stars
star-awarding SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/star-awarding/SKILL.md · Award NOS's (Newcastle-Ottawa Scale) stars item-by-item across Selection (up to 4), Comparability (up to 2), and…
v1.0.0 · audit A · 508 stars
study-design-tool-gate SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/study-design-tool-gate/SKILL.md · Classify a paper's study design (RCT, cohort, case-control, diagnostic-accuracy, systematic-review, animal-study…
v1.0.0 · audit A · 508 stars
sum-threshold-scoring SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/sum-threshold-scoring/SKILL.md · Sum NOS's item-level stars and bucket into good (≥7)/fair (4-6)/poor (≤3) — a fixed threshold lookup, structurally…
v1.0.0 · audit A · 508 stars
template-slot-filling SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/template-slot-filling/SKILL.md · Fill a paper's reported values into an already-given comparison-template attribute schema (e.g…
v1.0.0 · audit A · 508 stars
third-pass-deep-read SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/third-pass-deep-read/SKILL.md · Keshav's third pass — the heaviest of the three, a full sentence-by-sentence re-read including proofs/derivations…
v1.0.0 · audit A · 508 stars
unit-classification SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/unit-classification/SKILL.md · Classify each pre-segmented text unit independently against a fixed label set (Argumentative Zoning, CoreSC…
v1.0.0 · audit A · 508 stars
unit-segmentation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/unit-segmentation/SKILL.md · Split a paper's text into sentence- or clause-level units (with character offsets) for downstream classification, at a…
v1.0.0 · audit A · 508 stars
worst-case-lookup SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · paper-reading/skills/worst-case-lookup/SKILL.md · Take the single most severe domain/item judgment as the overall verdict, for RoB2 (3-value), ROBINS-I (5-value), or…
v1.0.0 · audit A · 508 stars
repo-dependency-graph SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · scripts/repo-dependency-graph/SKILL.md · Reconstruct a DARE skill repo's true use-dependency relations and render them as a self-contained, offline…
git:20260916.f5399c9 · audit A · 508 stars
abductive-hypothesis-generation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/abductive-hypothesis-generation/SKILL.md · Strategy: Inference to the best explanation in the face of anomalies
v1.0.0 · audit A · 508 stars
ablation-brainstorm SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ablation-brainstorm/SKILL.md · Remove components one by one, observe system changes to reveal hidden
git:20260616.b2b0cde · audit A · 508 stars
ablation-component-mapping SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ablation-component-mapping/SKILL.md · Map system architecture to ablatable units for ablation studies
v1.0.0 · audit A · 508 stars
ablation-design SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ablation-design/SKILL.md · Design ablation studies to isolate component contributions in ML systems
v1.0.0 · audit A · 508 stars
ablation-execution SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ablation-execution/SKILL.md · Remove components one by one from a system, record the response/impact
git:20260616.b2b0cde · audit A · 508 stars
abp-vulnerability-classification SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/abp-vulnerability-classification/SKILL.md · Classify assumptions on 2 axes — load-bearing (how much conclusion depends
git:20260616.b2b0cde · audit A · 508 stars
abstract-structure SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/abstract-structure/SKILL.md · Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
git:20260923.cbc38aa · audit A · 508 stars
abstraction-extraction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/abstraction-extraction/SKILL.md · Extract abstract principles from concrete domain cases. Strips domain-specific
git:20260616.b2b0cde · audit A · 508 stars
abstraction-ladder SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/abstraction-ladder/SKILL.md · Perform bisociation at multiple abstraction levels
git:20260616.b2b0cde · audit A · 508 stars
abstraction-laddering SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/abstraction-laddering/SKILL.md · Move between concrete and abstract framings — 3 levels up (Why?) and
git:20260616.b2b0cde · audit A · 508 stars
abstraction-to-design SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/abstraction-to-design/SKILL.md · Abstract biological principle to design principle. Bridge from biology
git:20260616.b2b0cde · audit A · 508 stars
action-priority-matrix SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/action-priority-matrix/SKILL.md · Compute Risk Priority Number (RPN = S x O x D), classify failure modes
git:20260616.b2b0cde · audit A · 508 stars
activity-listing SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/activity-listing/SKILL.md · Enumerate all implementation activities from an experiment design
v1.0.0 · audit A · 508 stars
actor-profiling SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/actor-profiling/SKILL.md · Understand who the user is — background, resources, constraints, and
git:20260616.b2b0cde · audit A · 508 stars
adaptive-pair-selection SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adaptive-pair-selection/SKILL.md · Iteratively select maximally informative pairs, execute comparisons,
git:20260616.b2b0cde · audit A · 508 stars
adjudicate-exchange SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adjudicate-exchange/SKILL.md · Evaluate competing arguments against stated criteria and produce a reasoned verdict with uncertainty.
git:20260923.cbc38aa · audit A · 508 stars
adjust-abstraction-scope SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adjust-abstraction-scope/SKILL.md · Move a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism…
git:20260923.cbc38aa · audit A · 508 stars
adversarial-debate-protocol SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adversarial-debate-protocol/SKILL.md · Structured debate protocol that constructs an advocate, deploys critic
git:20260616.b2b0cde · audit A · 508 stars
adversarial-debate-truthseeking SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adversarial-debate-truthseeking/SKILL.md · 'Strategy: Dialectic engine retuned for truth-seeking, not survival.
git:20260809.fa000d2 · audit A · 508 stars
adversarial-deliberation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adversarial-deliberation/SKILL.md · Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective…
git:20260923.cbc38aa · audit A · 508 stars
adversarial-escalation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adversarial-escalation/SKILL.md · 'Strategy: Progressive pressure escalation — starts with surface-level
git:20260616.b2b0cde · audit A · 508 stars
adversarial-persona SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adversarial-persona/SKILL.md · 'Strategy: Role-play attacks from hostile personas — competing lab researcher,
git:20260616.b2b0cde · audit A · 508 stars
adversarial-roleplay SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adversarial-roleplay/SKILL.md · 'Tactic: Construct detailed hostile persona, attack artifact from that
git:20260616.b2b0cde · audit A · 508 stars
adversarial-stress-testing SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/adversarial-stress-testing/SKILL.md · 'Campaign: Logical extreme and boundary testing via reductio ad absurdum
git:20260809.fa000d2 · audit A · 508 stars
advocate-construction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/advocate-construction/SKILL.md · Construct the strongest possible case for a rejected candidate or counter-position.
git:20260616.b2b0cde · audit A · 508 stars
aggregate-ranking SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/aggregate-ranking/SKILL.md · Aggregate criterion or comparison results into an ordered recommendation under an explicit rule.
git:20260923.cbc38aa · audit A · 508 stars
aggregation-method SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/aggregation-method/SKILL.md · Aggregate multiple ranking ballots into a consensus ranking using a specified
git:20260616.b2b0cde · audit A · 508 stars
ahp-weighting SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ahp-weighting/SKILL.md · SOP: Use the AHP (Analytic Hierarchy Process) to determine scoring-dimension weights, outputting a weight vector
v1.0.0 · audit A · 508 stars
ahrq-picme-assessment SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ahrq-picme-assessment/SKILL.md · SOP: Use the AHRQ PiCMe framework to systematically assess a research gap across 6 dimensions
v1.0.0 · audit A · 508 stars
ahrq-reason-classification SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ahrq-reason-classification/SKILL.md · Classify gap root causes using AHRQ 4-reason framework (insufficient
git:20260616.b2b0cde · audit A · 508 stars
alias-resolution SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/alias-resolution/SKILL.md · SOP for detecting and resolving concept aliases — merge duplicate pages,
git:20260615.7a62936 · audit A · 508 stars
alternative-analysis SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/alternative-analysis/SKILL.md · 'Strategy: What-If Analysis, Alternative Futures, and Four Ways of Seeing
git:20260616.b2b0cde · audit A · 508 stars
alternative-futures SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/alternative-futures/SKILL.md · Generate 2-4 divergent scenarios from the same evidence base, each representing
git:20260616.b2b0cde · audit A · 508 stars
alternative-model-generation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/alternative-model-generation/SKILL.md · Generate alternative model formulations by relaxing, replacing, or generalizing
git:20260616.b2b0cde · audit A · 508 stars
alternative-scoring SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/alternative-scoring/SKILL.md · Score each candidate alternative against all criteria to produce a score
git:20260616.b2b0cde · audit A · 508 stars
alternatives-generation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/alternatives-generation/SKILL.md · Generate alternatives for every known approach — ensure no approach goes
git:20260616.b2b0cde · audit A · 508 stars
analogical-discovery SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analogical-discovery/SKILL.md · Abstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable…
git:20260925.90c9582 · audit A · 508 stars
analogical-transfer SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analogical-transfer/SKILL.md · Systematic structure-mapping from source to target domain (Gentner).
git:20260616.b2b0cde · audit A · 508 stars
analogy-chain SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analogy-chain/SKILL.md · Chain analogies to deeper levels (3-5 layers). Each layer reveals new
git:20260616.b2b0cde · audit A · 508 stars
analogy-extraction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analogy-extraction/SKILL.md · Extract transferable structural principles from source domains. Orchestrates
git:20260615.7a62936 · audit A · 508 stars
analogy-quality-assessment SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analogy-quality-assessment/SKILL.md · Assess analogy depth (surface/structural/systemic). Determines whether
git:20260616.b2b0cde · audit A · 508 stars
analyze-constraints-readiness SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analyze-constraints-readiness/SKILL.md · Characterize what blocks a research target: readiness dimensions, obstacles, bottlenecks, resource gaps, causal…
git:20260923.cbc38aa · audit A · 508 stars
analyze-experiment-results SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analyze-experiment-results/SKILL.md · Interpret completed experimental outputs after host/runtime execution using pre-declared statistical tests…
git:20260923.cbc38aa · audit A · 508 stars
analyze-future-scenarios SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analyze-future-scenarios/SKILL.md · Construct and compare plausible future/competitive/temporal/stress scenarios and test whether the research path remains…
git:20260923.cbc38aa · audit A · 508 stars
analyze-heterogeneity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analyze-heterogeneity/SKILL.md · Identify clinical, methodological, and statistical heterogeneity sources and prioritize…
git:20260923.cbc38aa · audit A · 508 stars
analyze-intervention SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analyze-intervention/SKILL.md · Apply an intervention/do-style graph modification and propagate predicted directional effects while recording…
git:20260923.cbc38aa · audit A · 508 stars
analyze-leaderboard-dynamics SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analyze-leaderboard-dynamics/SKILL.md · Analyze leaderboard score distributions, compression/saturation, anomalies, selective reporting, and regime shifts.
git:20260923.cbc38aa · audit A · 508 stars
analyze-patent-citation-network SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analyze-patent-citation-network/SKILL.md · Analyze patent citation/family relationships to identify central prior art, technological lineage, clusters, bridge…
git:20260923.cbc38aa · audit A · 508 stars
analyze-scaling-regime SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analyze-scaling-regime/SKILL.md · Analyze how conclusions/performance change across scale and identify regime shifts, saturation, power-law/log-law…
git:20260923.cbc38aa · audit A · 508 stars
analyze-temporal-trajectory SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/analyze-temporal-trajectory/SKILL.md · Analyze an ordered temporal trajectory, including persistence/narrowing/widening tests, regime changes, inflection…
git:20260923.cbc38aa · audit A · 508 stars
and-or-decompose SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/and-or-decompose/SKILL.md · KAOS-style recursive goal decomposition. AND decomposition for sub-goals
git:20260616.b2b0cde · audit A · 508 stars
anomaly-characterization SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/anomaly-characterization/SKILL.md · SOP: Describe and classify anomalous phenomena that existing theory cannot explain
v1.0.0 · audit A · 508 stars
anomaly-driven-abduction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/anomaly-driven-abduction/SKILL.md · 'Tactic: Inductive/abductive path — describe anomalous phenomena, generate
v1.0.0 · audit A · 508 stars
answering-sequence-design SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/answering-sequence-design/SKILL.md · SOP: Design the optimal answering order for sub-questions
v1.0.0 · audit A · 508 stars
anti-benchmark SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/anti-benchmark/SKILL.md · Challenge industry best practices' hidden assumptions. Deconstruct benchmarks
git:20260616.b2b0cde · audit A · 508 stars
apply-perturbation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/apply-perturbation/SKILL.md · Apply a controlled change to an assumption, factor, component, parameter, or condition and record response.
git:20260923.cbc38aa · audit A · 508 stars
apply-question-framework SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/apply-question-framework/SKILL.md · Select and instantiate a research-question schema appropriate to study type.
git:20260923.cbc38aa · audit A · 508 stars
apply-separation-principle SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/apply-separation-principle/SKILL.md · Resolve a physical contradiction by separating conflicting requirements in time, space, scale, condition, or system…
git:20260923.cbc38aa · audit A · 508 stars
apply-stage-gate SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/apply-stage-gate/SKILL.md · Apply explicit GO / HOLD / RECYCLE / KILL (or supplied) stage-gate criteria with evidence thresholds and next-step…
git:20260923.cbc38aa · audit A · 508 stars
apply-veto-filter SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/apply-veto-filter/SKILL.md · Eliminate alternatives that violate any hard threshold and report the exact violation.
git:20260923.cbc38aa · audit A · 508 stars
appreciative-discovery SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/appreciative-discovery/SKILL.md · Search for positive deviants and extract transferable principles using
git:20260616.b2b0cde · audit A · 508 stars
appreciative-reframe SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/appreciative-reframe/SKILL.md · Reframe a problem around functioning exceptions, existing strengths, positive deviance, and conditions under which…
git:20260923.cbc38aa · audit A · 508 stars
appreciative-reframing SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/appreciative-reframing/SKILL.md · Find positive deviants and reframe the problem from deficit-based to
git:20260616.b2b0cde · audit A · 508 stars
appropriateness-bounding SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/appropriateness-bounding/SKILL.md · Establish acceptability standards through RAND/UCLA Appropriateness Method
git:20260616.b2b0cde · audit A · 508 stars
ara-compile SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ara-compile/SKILL.md · SOP: Turn the feeding plan into the compiler''s $ARGUMENTS and run the external ARA compiler once inline to produce…
v1.0.0 · audit A · 508 stars
ara-from-context SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ara-from-context/SKILL.md · Campaign: Compile a context/ research record into an ARA (Agent-Native Research Artifact) and run a Level-2 epistemic…
v1.0.0 · audit A · 508 stars
ara-rigor-review SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ara-rigor-review/SKILL.md · SOP: Run the external ARA rigor-reviewer (Seal Level 2, six-dimension semantic review) over ../ara/ and pass its…
v1.0.0 · audit A · 508 stars
argument-crystallization SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/argument-crystallization/SKILL.md · Distill the strongest arguments from each perspective through Argument
git:20260616.b2b0cde · audit A · 508 stars
argument-extraction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/argument-extraction/SKILL.md · Extract and steel-man the core arguments supporting a given opinion cluster.
git:20260616.b2b0cde · audit A · 508 stars
argument-mapping SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/argument-mapping/SKILL.md · Campaign for mapping argument structures — extract claims, link evidence,
git:20260809.fa000d2 · audit A · 508 stars
argument-synthesis SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/argument-synthesis/SKILL.md · Strategy for synthesizing argument positions — aggregate evidence, resolve
git:20260616.b2b0cde · audit A · 508 stars
argument-visualization SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/argument-visualization/SKILL.md · SOP for generating argument structure visualization — query graph for
git:20260615.7a62936 · audit A · 508 stars
artifact-detection SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/artifact-detection/SKILL.md · Detect annotation artifacts and shortcuts in benchmarks
git:20260615.7a62936 · audit A · 508 stars
ask-constraints SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ask-constraints/SKILL.md · Understand hard boundaries on the user's research — target venues, methodology
git:20260615.7a62936 · audit A · 508 stars
ask-decomposition-validation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ask-decomposition-validation/SKILL.md · Present the GoalTree to the user for confirmation. Ask about reasonableness,
git:20260615.7a62936 · audit A · 508 stars
ask-intentionality SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ask-intentionality/SKILL.md · Deep WHY probing inspired by i* Intentionality modeling. Understand the
git:20260615.7a62936 · audit A · 508 stars
ask-obstacle-acceptance SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ask-obstacle-acceptance/SKILL.md · Present obstacles with their severity assessments and proposed mitigations
git:20260615.7a62936 · audit A · 508 stars
assess-construct-validity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-construct-validity/SKILL.md · Assess whether a benchmark measures its claimed capability using content, convergent, discriminant, and confound…
git:20260923.cbc38aa · audit A · 508 stars
assess-evidence-saturation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-evidence-saturation/SKILL.md · Estimate marginal information gain of new evidence batches relative to the current corpus and classify…
git:20260929.d26af9d · audit A · 508 stars
assess-goal-feasibility SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-goal-feasibility/SKILL.md · Cross-check goal branches against resources, obstacles, and timeline; label feasible/stretch/infeasible and propose OR…
git:20260923.cbc38aa · audit A · 508 stars
assess-obstacle-severity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-obstacle-severity/SKILL.md · Rate each identified obstacle's difficulty — overcomability, time cost,
git:20260616.b2b0cde · audit A · 508 stars
assess-patent-claim-scope SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-patent-claim-scope/SKILL.md · Assess protection breadth, limiting elements, support, overlap, design-around vulnerability, and likely scope…
git:20260923.cbc38aa · audit A · 508 stars
assess-patent-legal-status SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-patent-legal-status/SKILL.md · Classify observed patent/legal status and flag uncertainty or jurisdiction dependence.
git:20260923.cbc38aa · audit A · 508 stars
assess-prior-art-and-claims SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-prior-art-and-claims/SKILL.md · Assess novelty/prior art and claim scope by decomposing claims, tracing relevant families, and checking…
git:20260923.cbc38aa · audit A · 508 stars
assess-problem-wickedness SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-problem-wickedness/SKILL.md · Assess whether the problem is tame, complex, or wicked by examining stakeholder disagreement, moving boundaries…
git:20260923.cbc38aa · audit A · 508 stars
assess-publication-bias SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-publication-bias/SKILL.md · Assess or plan tests for publication/reporting/time-lag/citation/language bias using appropriate diagnostics.
git:20260923.cbc38aa · audit A · 508 stars
assess-question-quality SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-question-quality/SKILL.md · Audit a research question for scope and FINER-style quality; return targeted repairs.
git:20260923.cbc38aa · audit A · 508 stars
assess-ranking-consistency SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-ranking-consistency/SKILL.md · Audit pairwise/ranking coherence and identify inconsistent cycles/triads.
git:20260923.cbc38aa · audit A · 508 stars
assess-readiness-dimension SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-readiness-dimension/SKILL.md · Assess one readiness dimension against explicit anchors/evidence.
git:20260923.cbc38aa · audit A · 508 stars
assess-removability SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-removability/SKILL.md · Estimate whether and at what cost a constraint can be removed or relaxed.
git:20260923.cbc38aa · audit A · 508 stars
assess-sensitivity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-sensitivity/SKILL.md · Perturb a specified input, assumption, model choice, analysis choice, or weight and measure sensitivity of a specified…
git:20260923.cbc38aa · audit A · 508 stars
assess-system-boundary SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assess-system-boundary/SKILL.md · Define and challenge the system boundary: what actors, processes, externalities, timescales, and value assumptions are…
git:20260923.cbc38aa · audit A · 508 stars
assignee-normalization SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assignee-normalization/SKILL.md · Standardize assignee names and identify corporate group affiliations
git:20260616.b2b0cde · audit A · 508 stars
assumption-audit SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-audit/SKILL.md · Surface all assumptions, classify by vulnerability (load-bearing × likely-false),
git:20260616.b2b0cde · audit A · 508 stars
assumption-cascade-tracer SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-cascade-tracer/SKILL.md · Build assumption dependency graphs and trace cascade failures when root
git:20260616.b2b0cde · audit A · 508 stars
assumption-cascade SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-cascade/SKILL.md · 'Tactic: Surface assumptions, sort by dependency, attack root assumptions
git:20260616.b2b0cde · audit A · 508 stars
assumption-challenging SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-challenging/SKILL.md · Challenge each assumption's validity — shared cross-repo SOP
v1.0.0 · audit A · 508 stars
assumption-constraint SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-constraint/SKILL.md · Which assumptions are most fragile? — Vulnerability ranking + impact
v1.0.0 · audit A · 508 stars
assumption-criticality SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-criticality/SKILL.md · Measure how much conclusions change when each assumption is negated.
git:20260616.b2b0cde · audit A · 508 stars
assumption-destruction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-destruction/SKILL.md · Assumption Destruction Campaign — open new solution spaces by negating,
git:20260809.fa000d2 · audit A · 508 stars
assumption-excavation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-excavation/SKILL.md · Systematic extraction, challenge, and sensitivity analysis of assumptions
git:20260616.b2b0cde · audit A · 508 stars
assumption-negation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-negation/SKILL.md · 'Classic reductio ad absurdum: negate the core claim, derive logical
git:20260616.b2b0cde · audit A · 508 stars
assumption-stress-test SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/assumption-stress-test/SKILL.md · Surface load-bearing assumptions, classify vulnerability, challenge or perturb them, and re-check causal logic.
git:20260923.cbc38aa · audit A · 508 stars
atomize-claim SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/atomize-claim/SKILL.md · Decompose a compound position into atomic, independently challengeable/falsifiable claims and expose implicit…
git:20260923.cbc38aa · audit A · 508 stars
atomize-concept SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/atomize-concept/SKILL.md · Decompose compound concepts into atomic, non-overlapping concepts while preserving parent/part relationships.
git:20260923.cbc38aa · audit A · 508 stars
attach-evidence-to-relation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/attach-evidence-to-relation/SKILL.md · Attach supporting or contradicting evidence to a specific claim/relation with quality, directness, and independence…
git:20260923.cbc38aa · audit A · 508 stars
attack-resilience-scoring SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/attack-resilience-scoring/SKILL.md · Compute overall resilience score (0.0-1.0) based on attack results, coverage,
git:20260616.b2b0cde · audit A · 508 stars
attack-vector-generation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/attack-vector-generation/SKILL.md · Generate specific attack strategies for a given threat surface, producing
git:20260616.b2b0cde · audit A · 508 stars
audit-benchmark-validity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/audit-benchmark-validity/SKILL.md · Treat benchmarks as scientific measurement instruments: audit construct validity, contamination, metric pathology…
git:20260923.cbc38aa · audit A · 508 stars
audit-convergence-independence SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/audit-convergence-independence/SKILL.md · Audit claims of independent convergence by tracing shared priors, data, framing, models, prompts, assumptions, or…
git:20260923.cbc38aa · audit A · 508 stars
audit-data-contamination SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/audit-data-contamination/SKILL.md · Audit train/test leakage, memorization artifacts, temporal leakage, and disclosure pathways that can invalidate…
git:20260923.cbc38aa · audit A · 508 stars
audit-explanatory-compression SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/audit-explanatory-compression/SKILL.md · Test whether an elegant/simple explanation earns its compression by forbidding alternatives, subsuming independent…
git:20260923.cbc38aa · audit A · 508 stars
audit-reporting-quality SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/audit-reporting-quality/SKILL.md · Audit whether a research/evaluation artifact reports the information needed for interpretation and reproduction, using…
git:20260923.cbc38aa · audit A · 508 stars
audit-structural-equivalence SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/audit-structural-equivalence/SKILL.md · Audit a claimed isomorphism/equivalence by constructing an explicit mapping, testing which…
git:20260923.cbc38aa · audit A · 508 stars
audit-structure-consistency SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/audit-structure-consistency/SKILL.md · Detect cycles, contradictions, orphans, type violations, and structural incoherence in a knowledge model.
git:20260923.cbc38aa · audit A · 508 stars
audit-study-validity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/audit-study-validity/SKILL.md · Audit a study against an appropriate methodological-quality and risk-of-bias rubric; return domain-level judgments…
git:20260923.cbc38aa · audit A · 508 stars
audit-validator-independence SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/audit-validator-independence/SKILL.md · Audit whether a validator, benchmark, sandbox, or test can pass by construction because it embeds the same assumptions…
git:20260923.cbc38aa · audit A · 508 stars
axiom-negation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/axiom-negation/SKILL.md · Identify and suspend fundamental assumptions via de Bono PO. Systematically
git:20260616.b2b0cde · audit A · 508 stars
axis-extraction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/axis-extraction/SKILL.md · Tactic for systematically extracting axes of variation from literature
git:20260616.b2b0cde · audit A · 508 stars
axis-validation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/axis-validation/SKILL.md · SOP for validating that candidate axes are independent and meaningful.
git:20260615.7a62936 · audit A · 508 stars
ballot-collection SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/ballot-collection/SKILL.md · Gather independent ranking ballots from multiple judges or perspectives
git:20260616.b2b0cde · audit A · 508 stars
baseline-establishment SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/baseline-establishment/SKILL.md · SOTA Performance Baseline Campaign — 5 strategies for systematically
git:20260809.fa000d2 · audit A · 508 stars
baseline-selection SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/baseline-selection/SKILL.md · Select appropriate baselines for experimental comparison
v1.0.0 · audit A · 508 stars
baseline-synthesis SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/baseline-synthesis/SKILL.md · Produce final structured baseline report integrating all analysis results
git:20260615.7a62936 · audit A · 508 stars
benchmark-archaeology SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/benchmark-archaeology/SKILL.md · Evaluation Methodology Archaeology Campaign — 5 strategies for systematic
git:20260809.fa000d2 · audit A · 508 stars
benchmark-audit SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/benchmark-audit/SKILL.md · Systematic quality assessment using BetterBench 46-criterion framework
git:20260616.b2b0cde · audit A · 508 stars
benchmark-challenge SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/benchmark-challenge/SKILL.md · Identify and negate benchmark assumptions. Deconstruct best practices
git:20260616.b2b0cde · audit A · 508 stars
benchmark-sweep SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/benchmark-sweep/SKILL.md · Systematically scan all known solutions, identify gaps in coverage and
git:20260616.b2b0cde · audit A · 508 stars
benchmark-synthesis SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/benchmark-synthesis/SKILL.md · Produce final structured audit report
git:20260616.b2b0cde · audit A · 508 stars
biologize-problem SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/biologize-problem/SKILL.md · Translate a target problem from implementation language into biological function/constraint language suitable for…
git:20260923.cbc38aa · audit A · 508 stars
biomimetic-transfer SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/biomimetic-transfer/SKILL.md · Reframe a problem in biological functional terms, discover organisms/systems solving analogous functions, extract the…
git:20260923.cbc38aa · audit A · 508 stars
build-concept-fan SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/build-concept-fan/SKILL.md · Expand a target goal into progressively broader concepts and alternative routes, then descend into new concrete…
git:20260923.cbc38aa · audit A · 508 stars
build-current-reality-tree SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/build-current-reality-tree/SKILL.md · Build a sufficient-cause Current Reality Tree linking undesirable effects to a small root set.
git:20260923.cbc38aa · audit A · 508 stars
build-domain-ontology SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/build-domain-ontology/SKILL.md · Construct a tool-independent domain ontology: scope the domain, atomize concepts, type relations, build hierarchy…
git:20260923.cbc38aa · audit A · 508 stars
build-failure-chain SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/build-failure-chain/SKILL.md · Build multi-level cause -> failure mode -> effect chains and identify cascades/shared roots.
git:20260923.cbc38aa · audit A · 508 stars
build-noncircularity-matrix SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/build-noncircularity-matrix/SKILL.md · Cross-tabulate target theory claims/assumptions against validator assumptions and mark independent, shared…
git:20260923.cbc38aa · audit A · 508 stars
calibrate-adversarial-confidence SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/calibrate-adversarial-confidence/SKILL.md · Track confidence in competing claims/roles across adversarial rounds and update confidence only when evidence or…
git:20260923.cbc38aa · audit A · 508 stars
calibrate-probability-forecast SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/calibrate-probability-forecast/SKILL.md · Aggregate and iteratively recalibrate probabilistic forecasts, preserving uncertainty, calibration evidence, and…
git:20260923.cbc38aa · audit A · 508 stars
canonicalize-entity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/canonicalize-entity/SKILL.md · Resolve aliases and near-duplicates into canonical entities while preserving provenance and rejecting false merges…
git:20260923.cbc38aa · audit A · 508 stars
categorize-evidence SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/categorize-evidence/SKILL.md · Cluster an evidence corpus by theme, method, chronology, mechanism, or another declared schema.
git:20260923.cbc38aa · audit A · 508 stars
challenge-assumption SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/challenge-assumption/SKILL.md · Construct a strong countercase or alternative to an assumption and assess consequence if it fails.
git:20260923.cbc38aa · audit A · 508 stars
characterize-anomaly SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/characterize-anomaly/SKILL.md · Precisely characterize an anomaly by contrasting observation with expectation, quantifying deviation where possible…
git:20260923.cbc38aa · audit A · 508 stars
check-dominance SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/check-dominance/SKILL.md · Identify Pareto-dominated and non-dominated alternatives under strict dominance.
git:20260923.cbc38aa · audit A · 508 stars
classify-assumption-vulnerability SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/classify-assumption-vulnerability/SKILL.md · Classify assumptions by load-bearing importance and vulnerability.
git:20260923.cbc38aa · audit A · 508 stars
classify-constraint SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/classify-constraint/SKILL.md · Classify constraints as hard, soft, or assumption-like after explicit identification.
git:20260923.cbc38aa · audit A · 508 stars
classify-falsification-verdict SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/classify-falsification-verdict/SKILL.md · Classify a tested claim as BROKEN, CORROBORATED, or UNFALSIFIABLE based on whether a legitimate falsifier succeeded…
git:20260923.cbc38aa · audit A · 508 stars
classify-research-gap SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/classify-research-gap/SKILL.md · Classify a candidate research gap by type (evidence, method, mechanism, population, theory, measurement, contradiction…
git:20260923.cbc38aa · audit A · 508 stars
classify-simplicity-evidence SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/classify-simplicity-evidence/SKILL.md · Classify simplicity/compression as earned, weak, or decorative based on whether it forbids alternatives, compresses…
git:20260923.cbc38aa · audit A · 508 stars
classify-stakeholder-salience SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/classify-stakeholder-salience/SKILL.md · Classify stakeholder salience using power, legitimacy, urgency, dependency, or a supplied salience schema.
git:20260923.cbc38aa · audit A · 508 stars
collect-independent-judgments SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/collect-independent-judgments/SKILL.md · Collect judgments/rankings from multiple genuinely independent evaluators or perspectives before exposing any peer…
git:20260923.cbc38aa · audit A · 508 stars
compare-evaluation-protocols SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/compare-evaluation-protocols/SKILL.md · Build a protocol-difference matrix and estimate which differences can materially change measured performance.
git:20260923.cbc38aa · audit A · 508 stars
compare-hypotheses SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/compare-hypotheses/SKILL.md · Build an explicit comparison matrix over hypotheses, predictions, and evidence.
git:20260923.cbc38aa · audit A · 508 stars
compare-pair SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/compare-pair/SKILL.md · Execute one pairwise comparison under a specified criterion/model and return winner, confidence, and reasons.
git:20260923.cbc38aa · audit A · 508 stars
conceptual-blending SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/conceptual-blending/SKILL.md · Construct multiple input spaces, extract a shared generic space, selectively project structure into a blend, and…
git:20260923.cbc38aa · audit A · 508 stars
construct-argument-map SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-argument-map/SKILL.md · Atomize claims, expose premises and counterclaims, attach evidence/defeaters, score claim strength, and construct an…
git:20260923.cbc38aa · audit A · 508 stars
construct-causal-model SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-causal-model/SKILL.md · Construct and validate an explicit causal model with measurable variables, mechanism edges, evidence links, feedback…
git:20260923.cbc38aa · audit A · 508 stars
construct-counterfactual SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-counterfactual/SKILL.md · Construct the minimally or explicitly intervened counterfactual world required by the parent analysis.
git:20260923.cbc38aa · audit A · 508 stars
construct-critique SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-critique/SKILL.md · Construct the strongest structured attack on a claim/artifact, grounded in explicit reasons/evidence.
git:20260923.cbc38aa · audit A · 508 stars
construct-defense SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-defense/SKILL.md · Construct the strongest defensible case while acknowledging valid weaknesses.
git:20260923.cbc38aa · audit A · 508 stars
construct-design-matrix SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-design-matrix/SKILL.md · Construct a balanced/randomized/orthogonal experimental design matrix appropriate to the chosen design mode.
git:20260923.cbc38aa · audit A · 508 stars
construct-evidence-network SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-evidence-network/SKILL.md · Construct a network-meta-analysis evidence graph and evaluate connectivity/transitivity prerequisites.
git:20260923.cbc38aa · audit A · 508 stars
construct-hierarchy SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-hierarchy/SKILL.md · Construct an acyclic is-a/part-of/instance-of hierarchy with explicit roots, depth, and transitivity constraints.
git:20260923.cbc38aa · audit A · 508 stars
construct-input-spaces SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-input-spaces/SKILL.md · Define the structured input spaces for conceptual blending: entities, relations, goals, constraints, and salient…
git:20260923.cbc38aa · audit A · 508 stars
construct-perspective-set SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-perspective-set/SKILL.md · Construct an explicit set of scientifically relevant viewpoints, roles, worldviews, stakeholder positions, or epistemic…
git:20260923.cbc38aa · audit A · 508 stars
construct-scenario SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-scenario/SKILL.md · Construct a scenario across key uncertainties with explicit assumptions and plausibility. Modes include…
git:20260923.cbc38aa · audit A · 508 stars
construct-validity-envelope SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/construct-validity-envelope/SKILL.md · Synthesize multi-axis breakpoints into a multidimensional statement of where a claim/method remains valid.
git:20260923.cbc38aa · audit A · 508 stars
counterfactual-causal-analysis SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/counterfactual-causal-analysis/SKILL.md · Intervene on factors, construct counterfactual worlds, test necessity/sufficiency, and identify load-bearing causal…
git:20260923.cbc38aa · audit A · 508 stars
coverage-white-space-search SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/coverage-white-space-search/SKILL.md · Map known methods against problem/parameter space and generate candidates from uncovered and weakly covered…
git:20260929.d26af9d · audit A · 508 stars
cross-examine SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/cross-examine/SKILL.md · Probe responses for inconsistency, logic gaps, and unsupported claims.
git:20260923.cbc38aa · audit A · 508 stars
crystallize-north-star SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/crystallize-north-star/SKILL.md · Compress the goal structure and intentionality into a specific, ambitious, achievable one-sentence research North Star.
git:20260923.cbc38aa · audit A · 508 stars
dare SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/dare/SKILL.md · DARE v4 is the product-level orchestrator for a research run. It turns a user request into a controlled sequence of…
git:20261023.e14c1d7 · audit A · 508 stars
de-anthropocentric-research-engine SKILL.md skill
yogsoth-ai/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…
git:20260925.90c9582 · audit A · 508 stars
decompose-and-or-goal SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/decompose-and-or-goal/SKILL.md · Recursively decompose a goal into an AND/OR DAG whose leaves are executable or testable subgoals.
git:20260923.cbc38aa · audit A · 508 stars
decompose-components SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/decompose-components/SKILL.md · Decompose a system into components/functions and record dependencies relevant to transformation.
git:20260923.cbc38aa · audit A · 508 stars
decompose-evaluation-metric SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/decompose-evaluation-metric/SKILL.md · Decompose an evaluation metric into rewarded signals, aggregation choices, polarity, ceiling effects, and Goodhart…
git:20260923.cbc38aa · audit A · 508 stars
decompose-global-sensitivity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/decompose-global-sensitivity/SKILL.md · Estimate global main effects and interactions across uncertain inputs using screening/decomposition methods such as…
git:20260923.cbc38aa · audit A · 508 stars
decompose-ishikawa SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/decompose-ishikawa/SKILL.md · Build an Ishikawa-style causal decomposition across relevant cause families.
git:20260923.cbc38aa · audit A · 508 stars
decompose-research-goal SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/decompose-research-goal/SKILL.md · Turn a research direction into an AND/OR goal DAG with testable leaves, dependency structure, and feasibility…
git:20260923.cbc38aa · audit A · 508 stars
decompose-research-question SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/decompose-research-question/SKILL.md · Decompose a complex RQ into MECE subquestions, map dependencies, and schedule the answering order.
git:20260923.cbc38aa · audit A · 508 stars
define-analysis-dimensions SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/define-analysis-dimensions/SKILL.md · Identify approximately independent dimensions/axes that span the relevant problem, design, or validity space and define…
git:20260923.cbc38aa · audit A · 508 stars
define-criteria SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/define-criteria/SKILL.md · Derive explicit evaluation criteria from the research objective and candidate set.
git:20260923.cbc38aa · audit A · 508 stars
define-evidence-protocol SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/define-evidence-protocol/SKILL.md · Define research questions, evidence scope, queries/concepts, inclusion/exclusion rules, provenance requirements, and…
git:20260923.cbc38aa · audit A · 508 stars
define-objective SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/define-objective/SKILL.md · Formalize objectives, constraints, and tradeoff preferences for optimization.
git:20260923.cbc38aa · audit A · 508 stars
derive-consequences SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/derive-consequences/SKILL.md · Trace logically valid consequences from an altered premise, provocation, or negated claim.
git:20260923.cbc38aa · audit A · 508 stars
design-data-extraction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/design-data-extraction/SKILL.md · Define a structured extraction form, field semantics, coding rules, and missing-data handling for evidence synthesis.
git:20260923.cbc38aa · audit A · 508 stars
design-discriminating-prediction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/design-discriminating-prediction/SKILL.md · Construct a prediction that yields different outcomes under competing hypotheses.
git:20260923.cbc38aa · audit A · 508 stars
design-experiment SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/design-experiment/SKILL.md · Translate a falsifiable hypothesis into a statistically defensible experiment. Factorial, ablation, comparison…
git:20260923.cbc38aa · audit A · 508 stars
design-falsification-test SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/design-falsification-test/SKILL.md · Specify a concrete observation, computation, intervention, counterexample, or measurement that would count against the…
git:20260923.cbc38aa · audit A · 508 stars
design-mitigation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/design-mitigation/SKILL.md · Design an intervention that prevents, detects, responds to, removes, or relaxes a failure mode/constraint; state…
git:20260923.cbc38aa · audit A · 508 stars
design-randomness-protocol SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/design-randomness-protocol/SKILL.md · Identify randomness sources and define seed/repetition/propagation rules sufficient for the intended reproducibility…
git:20260923.cbc38aa · audit A · 508 stars
design-study-inclusion SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/design-study-inclusion/SKILL.md · Define study inclusion/exclusion criteria and explicit rules for borderline cases.
git:20260923.cbc38aa · audit A · 508 stars
destructive-ideation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/destructive-ideation/SKILL.md · Break fixation by surfacing assumptions and applying deliberate provocation modes (reversal, negation, random entry…
git:20260923.cbc38aa · audit A · 508 stars
detect-breakpoint SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/detect-breakpoint/SKILL.md · Locate the point or region where performance/validity changes regime or the claim flips.
git:20260923.cbc38aa · audit A · 508 stars
detect-contradiction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/detect-contradiction/SKILL.md · Detect an explicit contradiction in logical derivations, claims, or evidence relations; classify whether it is formal…
git:20260923.cbc38aa · audit A · 508 stars
detect-coverage-gap SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/detect-coverage-gap/SKILL.md · Given an explicit coverage representation (matrix, graph, taxonomy, IP feature space), identify absent, thin…
git:20260923.cbc38aa · audit A · 508 stars
detect-feedback-loop SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/detect-feedback-loop/SKILL.md · Detect and characterize reinforcing/balancing feedback loops, participating variables, delays, and possible breakpoints.
git:20260923.cbc38aa · audit A · 508 stars
detect-pass-by-construction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/detect-pass-by-construction/SKILL.md · Identify cases where the validator is structurally unable to reject the target because acceptance follows from…
git:20260923.cbc38aa · audit A · 508 stars
detect-performance-discrepancy SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/detect-performance-discrepancy/SKILL.md · Detect material score discrepancies for the same method/task across sources and propose likely explanatory condition…
git:20260923.cbc38aa · audit A · 508 stars
discover-biological-analog SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/discover-biological-analog/SKILL.md · Identify biological systems that achieve the target function under comparable constraints, without assuming surface…
git:20260923.cbc38aa · audit A · 508 stars
document-counterclaim SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/document-counterclaim/SKILL.md · Construct a counterclaim, identify its target claim, contradiction type, assumptions, and supporting evidence…
git:20260923.cbc38aa · audit A · 508 stars
downgrade-equivalence-claim SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/downgrade-equivalence-claim/SKILL.md · When full equivalence fails, downgrade to the strongest defensible relation (e.g. substructure, homomorphism, shared…
git:20260923.cbc38aa · audit A · 508 stars
drill-five-whys SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/drill-five-whys/SKILL.md · Iteratively ask why, evidence-checking each causal step, to move from symptom toward root cause.
git:20260923.cbc38aa · audit A · 508 stars
drill-root-causes SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/drill-root-causes/SKILL.md · Move from symptoms to causal structure using complementary root-cause representations and causal-validity checks.
git:20260923.cbc38aa · audit A · 508 stars
elicit-weights SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/elicit-weights/SKILL.md · Produce a normalized criterion-weight vector using a selected elicitation method.
git:20260923.cbc38aa · audit A · 508 stars
enumerate-combinations SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/enumerate-combinations/SKILL.md · Construct combinations across dimensions/values without prematurely judging them.
git:20260923.cbc38aa · audit A · 508 stars
enumerate-dimension-values SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/enumerate-dimension-values/SKILL.md · Enumerate meaningful values/levels for a dimension or factor. Mode controls representative, experimental, boundary…
git:20260923.cbc38aa · audit A · 508 stars
enumerate-failure-modes SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/enumerate-failure-modes/SKILL.md · Convert functions/process steps/scenarios into explicit failure modes.
git:20260923.cbc38aa · audit A · 508 stars
enumerate-validator-assumptions SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/enumerate-validator-assumptions/SKILL.md · Enumerate assumptions embedded in a validator/test/sandbox, including data-generation, measurement, simulator, oracle…
git:20260923.cbc38aa · audit A · 508 stars
establish-empirical-baseline SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/establish-empirical-baseline/SKILL.md · Establish a fair empirical baseline by inventorying methods, extracting comparable performance, normalizing…
git:20260923.cbc38aa · audit A · 508 stars
estimate-effective-evidence-count SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/estimate-effective-evidence-count/SKILL.md · Estimate an effective number of independent evidence/reasoning paths after discounting dependence/correlation; report…
git:20260923.cbc38aa · audit A · 508 stars
estimate-performance-headroom SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/estimate-performance-headroom/SKILL.md · Estimate practical/human/theoretical ceilings and remaining performance headroom under stated assumptions.
git:20260923.cbc38aa · audit A · 508 stars
estimate-sample-size SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/estimate-sample-size/SKILL.md · Estimate sample/repetition requirements from detectable effect, uncertainty, power/precision target, and design…
git:20260923.cbc38aa · audit A · 508 stars
evaluate-compatibility SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/evaluate-compatibility/SKILL.md · Evaluate logical/empirical/normative compatibility of a candidate combination and prune invalid regions.
git:20260923.cbc38aa · audit A · 508 stars
evaluate-falsifiability SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/evaluate-falsifiability/SKILL.md · Determine what observation would falsify a hypothesis and flag unfalsifiable formulations.
git:20260923.cbc38aa · audit A · 508 stars
evaluate-necessity-sufficiency SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/evaluate-necessity-sufficiency/SKILL.md · Test whether a proposed cause/mechanism is necessary and/or sufficient under controlled counterfactual or intervention…
git:20260923.cbc38aa · audit A · 508 stars
evaluate-optionality SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/evaluate-optionality/SKILL.md · Evaluate the value of staging, deferral, reversible commitment, and information-gathering options under uncertainty…
git:20260923.cbc38aa · audit A · 508 stars
evaluate-scenario-impact SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/evaluate-scenario-impact/SKILL.md · Evaluate a fixed candidate, research path, or portfolio under one explicit scenario using stable criteria and return…
git:20260923.cbc38aa · audit A · 508 stars
evaluate-scenario-robustness SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/evaluate-scenario-robustness/SKILL.md · Aggregate a candidate, strategy, or portfolio across explicit scenarios under a declared robust-decision rule such as…
git:20260923.cbc38aa · audit A · 508 stars
evolve-solution-population SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/evolve-solution-population/SKILL.md · Maintain a diverse population of candidate solutions, mutate/recombine variants, select under explicit fitness and…
git:20260923.cbc38aa · audit A · 508 stars
execute-probe SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/execute-probe/SKILL.md · Execute one test/attack and record outcome, evidence, and severity. Tool use is runtime-selected.
git:20260923.cbc38aa · audit A · 508 stars
execute-research-spec SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/execute-research-spec/SKILL.md · Execute the approved Research Spec phase by phase, producing checkpointed research state and a final summary.
git:20260923.cbc38aa · audit A · 508 stars
explore-dimensional-space SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/explore-dimensional-space/SKILL.md · Represent a problem/research space as validated dimensions and values, enumerate compatible combinations, and…
git:20260923.cbc38aa · audit A · 508 stars
extract-biological-strategy SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-biological-strategy/SKILL.md · Extract the causal strategy/mechanism by which a biological analog achieves its function, including boundary conditions…
git:20260923.cbc38aa · audit A · 508 stars
extract-causal-structure SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-causal-structure/SKILL.md · Extract causal structure from source material at requested granularity: individual causal claims, ordered mechanism…
git:20260923.cbc38aa · audit A · 508 stars
extract-concepts SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-concepts/SKILL.md · Extract candidate concepts from evidence with explicit source provenance and precision/recall posture.
git:20260923.cbc38aa · audit A · 508 stars
extract-constructive-movement SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-constructive-movement/SKILL.md · Convert an initially absurd/destructive provocation into concrete useful directions.
git:20260923.cbc38aa · audit A · 508 stars
extract-core-conflict SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-core-conflict/SKILL.md · Represent a core constraint conflict in an Evaporating-Cloud-like structure with explicit assumptions on every…
git:20260923.cbc38aa · audit A · 508 stars
extract-empirical-regularity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-empirical-regularity/SKILL.md · Extract a repeatable empirical pattern from observations, state its support and exceptions, and generalize cautiously…
git:20260923.cbc38aa · audit A · 508 stars
extract-evaluation-protocol SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-evaluation-protocol/SKILL.md · Extract evaluation-protocol elements from a source and mark unstated or ambiguous parameters.
git:20260923.cbc38aa · audit A · 508 stars
extract-evidence-record SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-evidence-record/SKILL.md · Extract a schema-declared evidence record from a source, including methods, datasets, metrics/results, conditions…
git:20260923.cbc38aa · audit A · 508 stars
extract-generic-space SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-generic-space/SKILL.md · Infer the shared abstract relational structure that is common across conceptual-blend input spaces.
git:20260923.cbc38aa · audit A · 508 stars
extract-structural-mapping SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/extract-structural-mapping/SKILL.md · Construct an explicit source↔target mapping over objects, relations, operations, constraints, and invariants for a…
git:20260923.cbc38aa · audit A · 508 stars
falsifiability-audit SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/falsifiability-audit/SKILL.md · Gate a hypothesis on falsifiability, operational definition, and boundary conditions; can be entered from any…
git:20260923.cbc38aa · audit A · 508 stars
falsification-first-audit SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/falsification-first-audit/SKILL.md · Convert a sharp scientific claim into the cheapest decisive falsification program. Steelman the claim into a precise…
git:20260923.cbc38aa · audit A · 508 stars
filter-false-gap SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/filter-false-gap/SKILL.md · Distinguish a real knowledge gap from search failure, questions that prior work closes, and intrinsically unanswerable…
git:20260929.d26af9d · audit A · 508 stars
fmea-risk-analysis SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/fmea-risk-analysis/SKILL.md · Enumerate failure modes, trace cause-mode-effect chains, score risk, design mitigations, and re-evaluate residual risk.
git:20260923.cbc38aa · audit A · 508 stars
formulate-hypotheses SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/formulate-hypotheses/SKILL.md · Generate testable hypotheses from theory, empirical regularity, anomaly, or explicit explanatory competition…
git:20260923.cbc38aa · audit A · 508 stars
formulate-meta-analysis-scope SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/formulate-meta-analysis-scope/SKILL.md · Instantiate a typed evidence question schema such as PICO/PECO for quantitative synthesis.
git:20260923.cbc38aa · audit A · 508 stars
formulate-research-question SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/formulate-research-question/SKILL.md · Convert a hypothesis into a precise research question with fit-for-purpose framework, scope, feasibility, and success…
git:20260923.cbc38aa · audit A · 508 stars
formulate-top-goal SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/formulate-top-goal/SKILL.md · Formalize a research goal as an outcome, desired effect, and explicit constraints.
git:20260923.cbc38aa · audit A · 508 stars
generate-alternative-model SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/generate-alternative-model/SKILL.md · Generate a plausible model variant by relaxing, replacing, or generalizing assumptions.
git:20260923.cbc38aa · audit A · 508 stars
generate-attack-vector SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/generate-attack-vector/SKILL.md · Generate a concrete executable attack/probe against a chosen threat surface.
git:20260923.cbc38aa · audit A · 508 stars
generate-candidate-directions SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/generate-candidate-directions/SKILL.md · Generate diverse candidate research fields/subfields consistent with current context while permitting deliberate…
git:20260923.cbc38aa · audit A · 508 stars
generate-competing-hypotheses SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/generate-competing-hypotheses/SKILL.md · Generate mechanism-distinct explanations rather than superficial paraphrases.
git:20260923.cbc38aa · audit A · 508 stars
generate-counterexample SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/generate-counterexample/SKILL.md · Generate a concrete counterexample candidate that satisfies the target claim's stated scope while violating its…
git:20260923.cbc38aa · audit A · 508 stars
generate-provocation SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/generate-provocation/SKILL.md · Generate a deliberate pattern-breaking perturbation: PO, reversal, negation, random stimulus, exaggeration, or…
git:20260923.cbc38aa · audit A · 508 stars
generate-subquestions SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/generate-subquestions/SKILL.md · Decompose a research question into MECE subquestions with coverage and independence arguments.
git:20260923.cbc38aa · audit A · 508 stars
identify-bottleneck SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-bottleneck/SKILL.md · Identify the limiting dimension or dependency currently constraining progress.
git:20260923.cbc38aa · audit A · 508 stars
identify-critical-chain SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-critical-chain/SKILL.md · Identify the longest/limiting dependency path while accounting for resource contention and convergence points.
git:20260923.cbc38aa · audit A · 508 stars
identify-dominant-frame SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-dominant-frame/SKILL.md · Identify the dominant framing/paradigm or governing variable constraining the current problem representation.
git:20260923.cbc38aa · audit A · 508 stars
identify-inventive-contradiction SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-inventive-contradiction/SKILL.md · Identify paired parameters or requirements where improving one worsens another, and distinguish technical from physical…
git:20260923.cbc38aa · audit A · 508 stars
identify-load-bearing-factors SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-load-bearing-factors/SKILL.md · Identify factors/assumptions/uncertainties whose change most strongly controls the conclusion.
git:20260923.cbc38aa · audit A · 508 stars
identify-obstacles SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-obstacles/SKILL.md · Enumerate obstacles that block a target goal/direction, with type, evidence, and blocking relation.
git:20260923.cbc38aa · audit A · 508 stars
identify-scenario-drivers SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-scenario-drivers/SKILL.md · Identify high-impact/high-uncertainty drivers and rank them for scenario construction.
git:20260923.cbc38aa · audit A · 508 stars
identify-shared-priors SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-shared-priors/SKILL.md · Trace supposedly independent evidence/reasoning paths to shared priors, datasets, models, prompts, framings…
git:20260923.cbc38aa · audit A · 508 stars
identify-theory SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-theory/SKILL.md · Identify theories relevant to a gap and characterize their applicability. Evidence acquisition is not prescribed.
git:20260923.cbc38aa · audit A · 508 stars
identify-variables SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/identify-variables/SKILL.md · Identify relevant variables/factors and annotate functional roles.
git:20260923.cbc38aa · audit A · 508 stars
instantiate-transfer SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/instantiate-transfer/SKILL.md · Turn an abstract transferred principle into a concrete target-domain design/mechanism.
git:20260923.cbc38aa · audit A · 508 stars
inventory-reference-items SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/inventory-reference-items/SKILL.md · Build a structured inventory of externally established reference items under a parent-specified schema, preserving…
git:20260923.cbc38aa · audit A · 508 stars
list-undesirable-effects SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/list-undesirable-effects/SKILL.md · List observable undesirable effects with evidence and severity as starting points for constraint/root-cause analysis.
git:20260923.cbc38aa · audit A · 508 stars
map-ablation-components SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-ablation-components/SKILL.md · Map system structure into ablatable units, dependencies, legal removal/replacement operations, and expected…
git:20260923.cbc38aa · audit A · 508 stars
map-analogy SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-analogy/SKILL.md · Map source structure/relations/functions to target structure and annotate match quality.
git:20260923.cbc38aa · audit A · 508 stars
map-coverage-space SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-coverage-space/SKILL.md · Map a set of methods/assets/evidence items against a typed problem, capability, condition, or design space to expose…
git:20260929.d26af9d · audit A · 508 stars
map-dependencies SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-dependencies/SKILL.md · Construct a dependency graph and identify cycles, critical paths, and parallelizable branches.
git:20260923.cbc38aa · audit A · 508 stars
map-disagreement SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-disagreement/SKILL.md · Represent where perspectives/arguments agree, disagree, and why.
git:20260923.cbc38aa · audit A · 508 stars
map-patent-white-space SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-patent-white-space/SKILL.md · Map protected feature combinations and identify technically meaningful, plausibly unprotected white space.
git:20260923.cbc38aa · audit A · 508 stars
map-productive-polarity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-productive-polarity/SKILL.md · Map a persistent two-pole tension where both poles contain value: upsides/downsides of over-focusing each pole, warning…
git:20260923.cbc38aa · audit A · 508 stars
map-research-landscape SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-research-landscape/SKILL.md · Map candidate research fields or subfields, their maturity, competition, entry barriers, and opportunity structure…
git:20260923.cbc38aa · audit A · 508 stars
map-stakeholder-jobs SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-stakeholder-jobs/SKILL.md · Represent stakeholder jobs, desired outcomes, pains, gains, dependencies, and conflicts relevant to the research target.
git:20260923.cbc38aa · audit A · 508 stars
map-stakeholder-system SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-stakeholder-system/SKILL.md · Model the research system from stakeholder and boundary perspectives: define what is inside/outside the system…
git:20260923.cbc38aa · audit A · 508 stars
map-threat-surface SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-threat-surface/SKILL.md · Enumerate attackable dimensions of an artifact and rate exposure/accessibility.
git:20260923.cbc38aa · audit A · 508 stars
map-validity-envelope SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/map-validity-envelope/SKILL.md · Map where a claim, method, or design remains valid by defining variation axes, probing systematic or…
git:20260923.cbc38aa · audit A · 508 stars
measure-portfolio-diversity SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/measure-portfolio-diversity/SKILL.md · Quantify portfolio diversity/coverage across declared feature, mechanism, domain, or failure-mode dimensions and expose…
git:20260923.cbc38aa · audit A · 508 stars
mine-patent-landscape SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/mine-patent-landscape/SKILL.md · Map a patent landscape using families, classifications, assignees, filing dynamics, quality, and technical-domain…
git:20260923.cbc38aa · audit A · 508 stars
mutate-solution-population SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/mutate-solution-population/SKILL.md · Generate controlled variants of a solution population through mutation/recombination operators while retaining lineage…
git:20260923.cbc38aa · audit A · 508 stars
navigate-patent-classification SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/navigate-patent-classification/SKILL.md · Traverse IPC/CPC-like classification neighborhoods to expand or delimit a technical patent domain.
git:20260923.cbc38aa · audit A · 508 stars
negate-claim SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/negate-claim/SKILL.md · Produce a scope-preserving logical negation of a claim or assumption.
git:20260923.cbc38aa · audit A · 508 stars
normalize-comparison-scale SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/normalize-comparison-scale/SKILL.md · Normalize heterogeneous values onto a declared comparison scale while preserving direction, units, uncertainty, and the…
git:20260923.cbc38aa · audit A · 508 stars
normalize-gap SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/normalize-gap/SKILL.md · Normalize heterogeneous gap records into a comparable schema before decision operations.
git:20260923.cbc38aa · audit A · 508 stars
operationalize-construct SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/operationalize-construct/SKILL.md · Turn abstract variables/constructs into measurable operational definitions.
git:20260923.cbc38aa · audit A · 508 stars
optimize-design-under-budget SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/optimize-design-under-budget/SKILL.md · Given cost per run and resource budget, choose the most information-efficient feasible design while preserving…
git:20260923.cbc38aa · audit A · 508 stars
optimize-pareto-frontier SKILL.md skill
yogsoth-ai/de-anthropocentric-research-engine · skills/optimize-pareto-frontier/SKILL.md · Generate a non-dominated frontier for a multi-objective candidate/portfolio problem.
git:20260923.cbc38aa · audit A · 508 stars