Determine when additional searching yields diminishing returns. Analyzes the latest expansion batch against existing corpus to judge continue/near-saturation/saturated. Used by snowball and systematic-survey.
Scanned 5/27/2026
Install via CLI
Skills Directoryopenskills install yogsoth-ai/de-anthropocentric-research-engine---
name: saturation-detection
description: Determine when additional searching yields diminishing returns. Analyzes the latest expansion batch against existing corpus to judge continue/near-saturation/saturated. Used by snowball and systematic-survey.
execution: subagent
prompt: ./prompt.md
input: existing_corpus (string), latest_batch (string)
used-by: literature-survey, patent-mining, benchmark-archaeology
---
# Saturation Detection
Determine when to stop expanding — diminishing returns analysis.
## Execution
Subagent — spawned via subagent-spawning/spawn-agent skill.
## Why Subagent
Saturation judgment requires comparing the entire existing corpus against the latest batch of new papers. The comparison is context-intensive and benefits from dedicated processing.
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