abstract-structure
Remove domain surface details to expose transferable relational/mechanistic structure at a chosen abstraction level.
@yogsoth-aiInstall SkillAutomation
Skill
/attach-evidence-to-relation
Attach supporting or contradicting evidence to a specific claim/relation with quality, directness, and independence metadata.
Claude Code
$ npx -y skills add yogsoth-ai/de-anthropocentric-research-engine --skill attach-evidence-to-relation --agent claude-code
Codex
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill attach-evidence-to-relation -a codex -y
Cursor
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill attach-evidence-to-relation -a cursor -y
Gemini CLI
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill attach-evidence-to-relation -a gemini-cli -y
GitHub Copilot
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill attach-evidence-to-relation -a github-copilot -y
OpenCode
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill attach-evidence-to-relation -a opencode -y
Windsurf
$ npx skills add yogsoth-ai/de-anthropocentric-research-engine --skill attach-evidence-to-relation -a windsurf -y
SKILL.md
attach-evidence-to-relation.SKILL.mdname: attach-evidence-to-relation
description: "Attach supporting or contradicting evidence to a specific claim/relation with quality, directness, and independence metadata."
attach-evidence-to-relation
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`
Read more
name: attach-evidence-to-relation description: "Attach supporting or contradicting evidence to a specific claim/relation with quality, directness, and independence metadata."
attach-evidence-to-relation
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`
Ships withde-anthropocentric-research-engine
A research skill graph for AI-native science. 271 markdown files. No runtime, no dependencies, no build step.
512200 skills
Stars on GitHub
Momentum
- stars in total
- 512
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Questions about attach-evidence-to-relation.
- Which coding agents can use attach-evidence-to-relation?
- attach-evidence-to-relation installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.