validate-causal-link

使い方

インストールコマンドをコピーし、自分の環境へ導入する前にソースを確認します。
必要なツール、認証情報、対応環境を原文で確認します。
入力と成果物を指定し、出力を資料と照合します。

npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill validate-causal-link

開始前の確認

導入にはモデル契約、API枠、ファイルへのアクセス許可は含まれません。
スター数や導入数は活動の指標であり、独立した品質・安全性試験ではありません。

リポジトリの原文

見出し、例、コード、表、リンク、参照画像を含む原文を表示しています。

Purpose

Audit a causal relation for clarity, existence, sufficiency, and logical completeness using CLR-style checks.

Input contract

yaml

required: [causal_relation, source_evidence, boundary_conditions]
optional: [causal_graph, alternative_explanations, clr_checklist]
constraints: [the relation has explicit cause and effect; distinguish clarity, existence, sufficiency, and logical completeness]

Procedure

Parse the causal relation and define its scope and terms.
Check whether the stated cause exists and is connected to the effect.
Test sufficiency, omitted conditions, and alternative explanations.
Record each CLR result and return a validated, weakened, or unresolved link.

Output contract

yaml

produces: [causal_link_assessment, clr_results, missing_conditions, evidence_requests]
delta_fields: [findings, evidence_updates, hypothesis_updates, uncertainties]

Quality gates

All eight CLR categories are retained when the caller supplies the full checklist.
Clarity, existence, sufficiency, and logical completeness are reported separately.
A causal label is not accepted when evidence supports only association.

Parameterization

The caller must provide the cause/effect schema, evidence and boundary conditions, CLR checklist, alternative-explanation fields, and verdict vocabulary.

Failure and counterexamples

Reject links with undefined variables, missing scope, circular support, or causal language unsupported by the evidence.

Provenance map

resolved: deep-insight/clr-validation

Preserved source criteria ledger

source	physical line	kind	source criterion
deep-insight/clr-validation	13	structural	Retain eight CLR validation categories for causal claims: clarity, existence, sufficiency, and logical completeness are explicit checks.