ce-regulatory-compliance

Map calibrated_explanations capabilities to EU AI Act, GDPR, AI Liability Directive, and Product Liability Directive obligations for compliance documentation and presentation materials.

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Repositório: ThomasMoreAI/legal-skills-open
Última atividade na origem: 12 de junho de 2026 às 09:21
Idioma detectado do SKILL.md: inglês
Estrelas: 40
Forks: 4

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fetching-arbitration-rules

Use when retrieving arbitration institutional rules (ICC, LCIA, SCC, SIAC, HKIAC, VIAC, МКАС/МАК при ТПП України, UNCITRAL) — fetching current version, verifying redaction applicable to the date of arbitration agreement, constructing URLs for official rule texts

2026-06-12

determining-pl-request-regime

Use when choosing the Polish legal regime for letters, requests, applications, complaints, petitions, public-information requests, KPA filings, PPSA complaints, RODO access requests, registry extracts, court-file access, tax/ZUS/cudzoziemcy/USC procedures, or professional lawyer letters. Prevents mixing UDIP, KPA, PPSA, RODO, registry, special-procedure, and advocate/radca letter regimes.

2026-06-12

applying-new-york-convention

Use when preparing applications for recognition and enforcement of foreign arbitral awards in Poland, applications for setting aside arbitral awards under KPC art. 1205–1211, or opposing such applications — mapping Article V of the 1958 New York Convention to art. 1214–1215 of the Polish KPC, identifying grounds for refusal, structuring public policy arguments

2026-06-12

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name	ce-regulatory-compliance
title	CE Regulatory Compliance
description	Map calibrated_explanations capabilities to EU AI Act, GDPR, AI Liability Directive, and Product Liability Directive obligations for compliance documentation and presentation materials.
author	Moffran
author_url	https://github.com/Moffran/calibrated_explanations/tree/main/.claude/skills/ce-regulatory-compliance
license	BSD-3-Clause
version	0.1.1
execution_mode	open
jurisdiction	eu
practice	regulatory
language	en

CE capability	Method(s)	Regulatory relevance
Per-instance factual rules	`explain_factual()`, `print_rules()`	Transparency (AI Act Art. 13), Right to explanation (GDPR Art. 22)
Counterfactual alternatives	`explore_alternatives()`	Right to explanation (AI Act Art. 50, GDPR Recital 71)
Calibrated probabilities	`predict_proba(uq_interval=True)`	Accuracy declaration (AI Act Art. 15), Risk quantification (Art. 9)
Uncertainty intervals	Coverage-guarantee bounds from Venn-Abers/CPS	Robustness documentation (AI Act Art. 15), Burden of proof (AILD Art. 4)
Reject/escalation policy	`RejectPolicy.FLAG`, straddle/width gates	Human oversight (AI Act Art. 14)
Mondrian calibration	`bins=` parameter on explain/predict	Bias examination (AI Act Art. 10), Non-discrimination (GDPR Art. 22(3))
JSON audit payload	`to_json()`,

name	ce-regulatory-compliance
title	CE Regulatory Compliance
description	Map calibrated_explanations capabilities to EU AI Act, GDPR, AI Liability Directive, and Product Liability Directive obligations for compliance documentation and presentation materials.
author	Moffran
author_url	https://github.com/Moffran/calibrated_explanations/tree/main/.claude/skills/ce-regulatory-compliance
license	BSD-3-Clause
version	0.1.1
execution_mode	open
jurisdiction	eu
practice	regulatory
language	en

CE capability	Method(s)	Regulatory relevance
Per-instance factual rules	`explain_factual()`, `print_rules()`	Transparency (AI Act Art. 13), Right to explanation (GDPR Art. 22)
Counterfactual alternatives	`explore_alternatives()`	Right to explanation (AI Act Art. 50, GDPR Recital 71)
Calibrated probabilities	`predict_proba(uq_interval=True)`	Accuracy declaration (AI Act Art. 15), Risk quantification (Art. 9)
Uncertainty intervals	Coverage-guarantee bounds from Venn-Abers/CPS	Robustness documentation (AI Act Art. 15), Burden of proof (AILD Art. 4)
Reject/escalation policy	`RejectPolicy.FLAG`, straddle/width gates	Human oversight (AI Act Art. 14)
Mondrian calibration	`bins=` parameter on explain/predict	Bias examination (AI Act Art. 10), Non-discrimination (GDPR Art. 22(3))
JSON audit payload	`to_json()`,

Gap	Regulation	Required additional control
Data quality certification	AI Act Art. 10(2)(a-e)	Data validation framework (Great Expectations, Soda)
Cybersecurity/adversarial robustness	AI Act Art. 15(3-5)	Adversarial testing (ART library), access controls
Conformity assessment	AI Act Art. 43-49	Notified body or internal assessment process
Post-market monitoring	AI Act Art. 72	Drift detection system (Evidently, WhyLabs)
Human reviewer training	AI Act Art. 14(4)(a)	Documented training programme
DPIA process	GDPR Art. 35	Legal/DPO-led impact assessment
Insurance/liability coverage	AILD	Organisational risk management
CE marking declaration	PLD Art. 4	Regulatory affairs process

ce-regulatory-compliance

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