test-driven-development
OBobra/superpowers299k近 7 天新增 2,675 个 star
assess-publication-bias
Assess or plan tests for publication/reporting/time-lag/citation/language bias using appropriate diagnostics.
- Star
- 503
- 分类
- 浏览器与测试
- 许可证
- Apache-2.0
- 最近提交
- 2026年9月29日
skills/assess-publication-bias/SKILL.md
在 GitHub 上查看assess-publication-bias
Purpose
Assess publication, reporting, time-lag, citation, and language bias using diagnostics appropriate to the evidence design.
Input contract
required: [evidence_records, outcome_schema, inclusion_frame]
optional: [registry_records, search_log, effect_estimates]
constraints: [bias claims require an observable missingness or selection pattern]
Procedure
- Define the eligible study universe and the observed evidence subset.
- Compare availability, reporting, citation, timing, and language patterns across the declared dimensions.
- Apply design-appropriate diagnostics and record assumptions.
- Distinguish detected bias, plausible bias, and unassessed domains.
If the conclusion may change under plausible missing-study or selection-bias scenarios, consider assess-sensitivity as the next tactic.
Output contract
produces: [bias_domain_assessments, diagnostic_results, sensitivity_implications, unassessed_domains]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]
Quality gates
- The denominator for each bias domain is explicit.
- Diagnostics are not used outside their design assumptions.
Failure and counterexamples
Do not equate small samples with publication bias or treat absence from one index as non-publication.
Provenance map
resolved: knowledge-acquisition-publication-bias-assessmentresolved: bias-detection
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