SOP: Causal Chain Tracing

SkillMonitoring & ops

Trace UDE to root cause via IF...THEN...BECAUSE logic chains

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the SOP: Causal Chain Tracing skill

What this skill tells your AI

The instructions your AI receives, as published by yogsoth-ai/de-anthropocentric-research-engine in skills/causal-chain-tracing/SKILL.md and read by ahel’s review.

Trace each Undesirable Effect backward through causal chains using IF...THEN...BECAUSE logic to find root causes and convergence points.

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

Available SOPs

Optional, no fixed order; the final leaf is always a sop.

SOPWhen to use
spawn-agentSpawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent.

Signals

GitHub stars
469
Forks
37
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
causal-chain-tracing
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine