attach-evidence-to-relation
SkillDev toolsLets 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.
No other account needed.
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
- Identify the relation type, endpoints, direction, and boundary conditions.
- Match each evidence record to the relation and classify directness.
- Assess quality, independence, consistency, and alternative interpretations.
- 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