attach-evidence-to-relation

SkillDev tools

Lets your agent attach supporting or contradicting evidence to a claim, with quality and independence ratings.

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 attach-evidence-to-relation skill

About this skill

Attach supporting or contradicting evidence to a specific claim/relation with quality, directness, and independence metadata.

What this skill tells your AI

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

Purpose

Attach source evidence to a typed relation between concepts, claims, or entities with directness and independence metadata.

Input contract

required: [relation, evidence_records, relation_schema]
optional: [quality_rubric, independence_keys, confidence_prior]
constraints: [evidence must support the relation type and direction claimed]

Procedure

  1. Identify the relation type, endpoints, direction, and boundary conditions.
  2. Match each evidence record to the relation and classify directness.
  3. Assess quality, independence, consistency, and alternative interpretations.
  4. Emit an evidence-linked relation with confidence rationale.

If attached evidence supports incompatible relation states under the same scope, consider detect-contradiction as the next tactic.

Output contract

produces: [evidence_relation, support_records, directness_assessment, independence_assessment, confidence_rationale]
delta_fields: [findings, evidence_updates, uncertainties, decisions, open_questions]

Quality gates

  • Evidence supports the typed relation rather than only its endpoints.
  • Dependent sources are not counted as independent.

Failure and counterexamples

Do not attach a citation merely because it mentions both entities.

Provenance map

  • resolved: attach-evidence-to-relation

Signals

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