challenge-assumption

SkillDev tools

Lets your agent build a strong countercase against an assumption and assess what happens if it fails.

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 challenge-assumption skill

About this skill

Construct a strong countercase or alternative to an assumption and assess consequence if it fails.

What this skill tells your AI

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

Purpose

Construct a strong countercase or alternative to an assumption and assess the consequence if it fails.

Input contract

required: [assumption, claim_or_decision, supporting_evidence]
optional: [alternative_worlds, dependency_graph, challenge_mode]
constraints: [separate assumption, countercase, evidence, and impact]

Procedure

  1. State the assumption's role and dependencies in the target claim.
  2. Build the strongest evidence-backed countercase and at least one alternative assumption.
  3. Propagate consequences through dependent claims and identify discriminating observations.
  4. Rate threat severity and confidence using the caller's scale.

Output contract

produces: [countercase, alternative_assumptions, consequence_analysis, discriminating_tests]
delta_fields: [findings, evidence_updates, uncertainties, recommended_jumps]

Quality gates

  • Countercase attacks the assumption's strongest support, not a weak proxy.
  • At least one alternative assumption and one impact path are explicit.
  • Confidence distinguishes empirical threat from theoretical possibility.

Parameterization

Caller supplies assumption schema, evidence standard, challenge mode, consequence model, severity/confidence scales, and test budget.

Failure and counterexamples

Reject a challenge that merely negates the assumption without mechanism or evidence.

Provenance map

  • concept: convergence/assumption-challenge
  • resolved: benchmark-challenge
  • resolved: counter-assumption-generation

Signals

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