extract-core-conflict

SkillDev tools

Lets your agent map a core conflict between goals into a structured diagram with the assumptions behind each dependency spelled out.

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

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the extract-core-conflict skill

About this skill

Represent a core constraint conflict in an Evaporating-Cloud-like structure with explicit assumptions on every dependency.

What this skill tells your AI

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

Purpose

Represent a core constraint conflict in an Evaporating-Cloud-like structure with explicit assumptions on every dependency.

Input contract

required: [undesirable_effects, constraint_relations, assumption_records]
optional: [evidence, assumptions, prior_results]
constraints: [use named scientific objects; retain provenance and missingness; $\alpha$ = 0.05 and power = 0.8 where applicable]

Procedure

  1. Validate the typed inputs and state the decision this operation must support.
  2. Apply the declared operation to the named object; record intermediate values that affect interpretation.
  3. Check boundary conditions and counterexamples, then emit the result with uncertainty and source links.

Output contract

produces: [extract_core_conflict_result, evidence_trace, uncertainties]
delta_fields: [evidence_updates, uncertainties]

Quality gates

  • Inputs are named scientific objects with compatible schemas.
  • Every material result has a derivation or source reference.
  • Fixed statistical criteria remain exact where applicable: $\alpha$ 0.05 and power 0.8.

Failure and counterexamples

Return a failed operation with the violated precondition when inputs are incomplete, assumptions are unsupported, or a counterexample defeats the result.

Provenance map

  • intermediate: experiment-execution/core-conflict-extraction

Signals

GitHub stars
501
Forks
41
Last commit
Sep 2026
Advanced
Catalog kind
skill
Key
extract-core-conflict
Source
github.com/yogsoth-ai/de-anthropocentric-research-engine