Plan funnel plots, Egger's test, trim-and-fill, p-curve, and selection model analyses for publication bias
Scanned 5/27/2026
Install via CLI
openskills install yogsoth-ai/de-anthropocentric-research-engine---
name: publication-bias-assessment
description: Plan funnel plots, Egger's test, trim-and-fill, p-curve, and selection model analyses for publication bias
execution: subagent
prompt: ./prompt.md
input: effect_size_distribution, study_count
used-by: meta-analysis
---
# Publication Bias Assessment SOP
Design the complete publication bias detection and adjustment protocol using visual, statistical, and model-based methods.
## When to Use
- After effect sizes are extracted (need precision estimates)
- When assessing GRADE certainty (publication bias domain)
- When deciding whether pooled estimate may be inflated
## Input
- `effect_size_distribution`: Summary of extracted effect sizes and their precision
- `study_count`: Number of included studies (determines which methods are feasible)
## Output
Complete publication bias assessment protocol with method selection justified by study count and data characteristics.
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Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review...