abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
Audit whether a validator, benchmark, sandbox, or test can pass by construction because it embeds the same assumptions as the theory it claims to validate. Build a claim×validator-assumption matrix and demand at least one non-circular failure channel.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-validator-independence --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-validator-independence -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-validator-independence -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-validator-independence -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-validator-independence -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-validator-independence -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill audit-validator-independence -a windsurf -y
name: audit-validator-independence description: "Audit whether a validator, benchmark, sandbox, or test can pass by construction because it embeds the same assumptions as the theory it claims to validate. Build a claim×validator-assumption matrix and demand at least one non-circular failure channel."
Detect validators that pass by construction because they copy the target theory's assumptions.
mode_contracts:
validator: &validator_audit_input
required: [target_claim, validator, validator_artifacts]
optional: [data_generation, metric, oracle, acceptance_rule]
constraints: [validator_assumptions_and_target_assumptions_must_be_separately_listed]
benchmark: *validator_audit_input
sandbox: *validator_audit_input
simulation: *validator_audit_inputDo not perform called SOP operations inline; each loaded SOP owns its contract and thresholds.
1. You MUST load skill `enumerate-validator-assumptions` to enumerate embedded validator assumptions. 2. You MUST load skill `build-noncircularity-matrix` to cross-tabulate target and validator assumptions. 3. You MUST load skill `detect-pass-by-construction` to detect copied assumptions. You MUST load skill `design-falsification-test` to design an independent failure channel. Deviation: if no non-circular channel is feasible, return blocked validation rather than a pass.
mode_contracts:
validator: &validator_audit_output
produces: [noncircularity_matrix, red_cell_actions, validator_verdict, adversarial_ground_truth_set]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]
benchmark: *validator_audit_output
sandbox: *validator_audit_output
simulation: *validator_audit_outputPass-by-construction is a finding, not evidence of corroboration. Unknown dependencies remain unresolved.
| source | source line | kind | source criterion | |---|---:|---|---| | v4 architecture | node desc | textual | Build claim-validator assumption matrix and require a non-circular failure channel. |
Append assumptions, matrix cells, circularity findings, and proposed independent test.
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
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