abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Convert a sharp scientific claim into the cheapest decisive falsification program. Steelman the claim into a precise testable form, specify observations/computations that could break it, execute the most informative probes first, and return only BROKEN, CORROBORATED, or
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill falsification-first-audit --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/falsification-first-auditContext preview
The summary Claude sees to decide when to auto-load this skill.
Convert a sharp scientific claim into the cheapest decisive falsification program. Steelman the claim into a precise testable form, specify observations/computations that could break it, execute the most informative probes first, and return only BROKEN, CORROBORATED, or
name: falsification-first-audit description: "Convert a sharp scientific claim into the cheapest decisive falsification program. Steelman the claim into a precise testable form, specify observations/computations that could break it, execute the most informative probes first, and return only BROKEN, CORROBORATED, or UNFALSIFIABLE rather than a resilience score."
Convert a sharp claim into the cheapest decisive falsification program and return BROKEN, CORROBORATED, or UNFALSIFIABLE.
mode_contracts:
sharp-claim: &falsification_input
required: [claim, scope, available_evidence]
optional: [mechanism, candidate_tests]
constraints: [claim_must_expose_observable_consequences_and_boundary_conditions]
truthseeking-debate: *falsification_input
truthseeking-red-team: *falsification_inputDo not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.
1. You MUST load skill `sharpen-falsifiable-claim` to sharpen the claim. You MUST load skill `surface-assumptions` to expose its assumptions. 2. You MUST load skill `design-falsification-test` to design the cheapest decisive falsification test. 3. You MUST load skill `execute-probe` to execute the most informative probe. 4. You MUST load skill `classify-falsification-verdict` to classify only the permitted truth-seeking verdict. If the claim depends on a structural mapping, consider `audit-structural-equivalence`. If the test or oracle may be circular, consider `audit-validator-independence`. If agreement among paths may not be independent, consider `audit-convergence-independence`. If simplicity is carrying the claim, consider `audit-explanatory-compression`. If survival is confined to an uncertain region, consider `map-validity-envelope`. Deviation: if no legitimate falsifier can be specified or reached, stop with UNFALSIFIABLE; do not substitute a resilience score.
mode_contracts:
sharp-claim:
produces: [claim_falsifiability, refutation_condition, attacks_attempted, outcome_bucket, refutation_or_surviving_forbidden_content, honest_residue]
delta_fields: [findings, evidence_updates, hypothesis_updates, uncertainties, decisions]
truthseeking-debate:
produces: [most_falsifiable_form, committed_refuter, cross_examination_findings, attack_severity, outcome_bucket, refutation_or_forbidden_content]
delta_fields: [findings, evidence_updates, hypothesis_updates, uncertainties, decisions]
truthseeking-red-team:
produces: [claim_load_rank, assumption_classification, refutation_condition, refutation_attempt, outcome_bucket, framing_risk_brief]
delta_fields: [findings, evidence_updates, hypothesis_updates, uncertainties, decisions]Post-hoc accommodation, unfalsifiable wording, or an unreachable test cannot support CORROBORATED.
| source | source line | kind | source criterion | |---|---:|---|---| | v4 architecture | node desc | textual | Return only BROKEN, CORROBORATED, or UNFALSIFIABLE; no resilience score. |
Append sharpened claim, test design, probe result, verdict, and unresolved falsifier questions.
The complete research orchestration system for AI-native science. What It Does Design Philosophy Architecture (v3.2.2) Quick Start Configuration Roadmap License DARE is not a tool that helps you do research. It is the researcher.
Repo: yogsoth-ai/de-anthropocentric-research-engine
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Evaluate competing arguments against stated criteria and produce a reasoned verdict with uncertainty.
Move a scientific object up/down in abstraction or narrow/broaden selected scope dimensions (population, mechanism, context, outcome, timeframe, system…
Run structured attack/defense/adjudication over a claim, candidate, criterion set, or current winner. Perspective, target, escalation depth,…
Aggregate criterion or comparison results into an ordered recommendation under an explicit rule.
Abstract relational structure from source domains, map it to the target, validate depth, and instantiate transferable mechanisms.