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
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill falsification-first-audit --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill falsification-first-audit -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill falsification-first-audit -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill falsification-first-audit -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill falsification-first-audit -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill falsification-first-audit -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill falsification-first-audit -a windsurf -y
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.
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
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