a-refutation-banner-over-a-confirming-panel
SolidUse at hypothesis freeze, and again after the last revision pass, when a run has found that the supplied data or your own reproduction disagrees with the source it names. Covers the branch-name test that stops an agreement being printed as a refutation, and the enumerate-and-search sweep that keeps fidelity verdicts and internal labels out of the title, the headings and the figure banners.
Install
Quality Score: 85/100
Skill Content
Details
- Author
- tangxiangru
- Repository
- tangxiangru/AutoR
- Created
- 5 months ago
- Last Updated
- today
- Language
- Python
- License
- NOASSERTION
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
claims-before-harness-forensics
Use at hypothesis generation and study design on reproduction and method-evaluation tasks, once close reading of the release has turned up defects, ambiguities or under-specification, and again when ordering the report. Covers labelling every planned experiment as a test of a claim or a test of self-consistency, the count gate that follows, and where reproduction-fidelity statistics belong.
quorum-verification
The adversarial verify phase - the measured differentiator of a quorum. Covers writing refutation prompts that genuinely attack a finding, what counts as reproducing evidence, verdict tallying rules, why abstentions are not support and ties fail, and reading survival rates. Use whenever findings must be proven before anyone acts on them. Trigger on "verify", "refute", "is this finding real", "adversarial check", "prove it", "the reviewers agreed too easily", "survival rate".
research-critic
Use AT EVERY RESEARCH STEP (hypothesis design, experiment setup, result interpretation, conclusion writing) to challenge soundness BEFORE committing the step. Catches confirmation bias, p-hacking, leakage, weak baselines, ungrounded claims, ad-hoc thresholds, survivorship bias. Apply automatically whenever about to write a paper claim, design an ablation, interpret a number, or update a results doc. Pairs with code-verifier (which audits artifact authenticity).