Shared SOP: detect information saturation — know when to stop searching/analyzing
Scanned 9/5/2026
Install to Claude Code
npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill experiment-execution-saturation-detection --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: experiment-execution-saturation-detection
description: 'Shared SOP: detect information saturation — know when to stop searching/analyzing'
version: 1.0.0
category: experiment-execution
type: sop
execution: subagent
prompt: ./prompt.md
input: Current information set + last N rounds of new additions
output: Saturation verdict (saturated/not-saturated) + evidence
dependencies:
sops:
- spawn-agent
---
# Saturation Detection
Detect information saturation — know when to stop searching or analyzing.
## Execution
Subagent — spawned via subagent-spawning/spawn-agent skill.
## Why Subagent
Saturation assessment requires independent evaluation of marginal information gain, avoiding confirmation bias from the main flow.
## Saturation Criteria
- New information no longer changes conclusions
- New sources repeat existing findings
- Coverage reaches preset threshold
- Marginal information gain falls below threshold
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## Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
| --- | --- |
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |
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