derive-consequences

SkillDev tools

Lets your agent work out the logical consequences of a changed assumption or claim, step by step.

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 derive-consequences skill

About this skill

Trace logically valid consequences from an altered premise, provocation, or negated claim.

What this skill tells your AI

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

Purpose

Trace valid consequences from an altered premise, provocation, or negated claim.

Input contract

required: [premise_change, base_model, inference_rules]
optional: [time_horizon, boundary_conditions, contradiction_policy]
constraints: [each consequence links to an explicit inference step]

Procedure

  1. State the altered premise and preserve unaffected assumptions.
  2. Apply inference rules stepwise, recording intermediates and branches.
  3. Mark contradictions, uncertainty, and boundary violations.
  4. Return consequences with dependency paths and testable implications.

Output contract

produces: [consequence_chain, intermediate_steps, contradictions, testable_implications]
delta_fields: [findings, hypothesis_updates, uncertainties]

Quality gates

  • No endpoint is emitted without its intermediate derivation.
  • Premise changes are distinguished from downstream assumptions.
  • Contradictory branches are retained and labeled.

Parameterization

Caller supplies premise schema, model graph, inference calculus, depth limit, and contradiction policy.

Failure and counterexamples

Reject leaps that omit mechanisms, circular derivations, or consequences outside declared scope.

Provenance map

  • concept: stress-test/deductive-chain
  • concept: deep-insight/consequence-following

Signals

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