stress-test-saturation-detection

Testing & Quality

Determines whether validation has reached saturation — no new weaknesses or failure modes being discovered. Used by all 5 campaigns as termination signal.

QUICK START

How to use this skill

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Prompt to paste

I want to install this Agent Skill for this project in Codex.

Source SKILL.md: https://github.com/yogsoth-ai/de-anthropocentric-research-engine/blob/HEAD/skills/stress-test-saturation-detection/SKILL.md

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Saturation Detection

Determines whether validation has reached saturation — no new weaknesses being discovered.

Execution

Subagent — spawned via subagent-spawning/spawn-agent.

Why Subagent

Requires comparing accumulated findings against latest iteration to compute novelty ratio — dedicated context prevents contamination from ongoing analysis.

Input

findings_accumulated: Running list of all findings from current campaign
latest_iteration_findings: Findings from the most recent iteration

Output

verdict: saturated | not-saturated
confidence: 0.0–1.0
novelty_ratio: percentage of latest findings that are genuinely new
reasoning: explanation of verdict

Hard Constraint

≥3 consecutive iterations with <10% novel findings → saturated

Budget

One unit = one saturation check. Called after each tactic iteration.

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.