regulatory-intensity-classifier

Classifies how strongly legal, safety, privacy, and sector rules constrain routing and autonomy.

Updated Aug 22, 2026
One-click install
npx skills add https://github.com/fritzgeraldz/Vibe-Managing --skill regulatory-intensity-classifier-fritzgeraldz
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: regulatory-intensity-classifier
Source: https://github.com/fritzgeraldz/Vibe-Managing/tree/main/skills/adaptation/regulatory-intensity-classifier
Command: npx skills add https://github.com/fritzgeraldz/Vibe-Managing --skill regulatory-intensity-classifier-fritzgeraldz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Founders and agents often cannot tell how much legal, safety, financial, clinical, employment, privacy, or sector regulation should limit a business decision or an agent's autonomy level. This Skill produces an evidence-backed regulatory intensity classification so routing, approvals, and autonomy ceilings match the company's actual regulatory exposure. ## Core Features & Use Cases - Regulated Touchpoint Mapping: Maps activities, data, people, assets, and jurisdictions to identify where rules apply, with evidence and confidence attached. - Consequence and Ambiguity Scoring: Scores decision consequence and regulatory ambiguity to set specialist gates and lower autonomy where required. - Structured Decision Output: Produces a diagnosis, ranked options, recommendation, plan, metrics, monitoring cadence, and escalation conditions in a defined YAML schema. - Use Case: A founder expanding into a new jurisdiction asks whether an AI agent can autonomously adjust pricing. The Skill classifies regulatory intensity, sets legal/compliance gates, caps autonomy at L2, and routes material commitments to a named human approver. ## Quick Start Use the regulatory intensity classifier to assess how legal and sector rules should constrain autonomy for our planned expansion into the EU market.

Frequently Asked Questions about regulatory-intensity-classifier

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I determine how much regulation should constrain a business decision?▼

Use a regulatory intensity classification that maps activities, data, people, assets, and jurisdictions, identifies regulated touchpoints, and scores consequence and ambiguity. The result sets specialist gates and lowers agent autonomy where rules require it.

What inputs does the regulatory intensity classifier need?▼

It requires company, goals, strategy, relevant metrics, prior decisions, and the current Digital Twin, plus industry profile, business model profiles, stage, maturity, jurisdictions, risk tolerance, and authority scope. Missing material facts trigger a concise clarification batch.

Can this classifier make legal or compliance determinations?▼

No. It explicitly does not make legal, tax, clinical, safety, or other regulated determinations that require a licensed specialist. Regulated interpretations are escalated to qualified legal and compliance professionals.

When should I not use a regulatory intensity classifier?▼

Do not use it before benchmark calibration establishes comparability, or during an active emergency where the incident or crisis workflow takes command. It also should not replace licensed specialist judgment on regulated matters.

What autonomy level does the classifier allow for agent actions?▼

The autonomy ceiling is L2, covering reading records, calculating metrics, running simulations, and creating internal drafts, tasks, and alerts. Money movement, external communication, employment actions, and binding commitments always require human approval.