Policy Clarifier
SkillDev toolsUse when a policy exists but readers struggle to understand what it means in practice.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Policy Clarifier skill
What this skill tells your AI
The instructions your AI receives, as published by fdu-ins/insurance-skills in Skills/Policy Clarifier/SKILL.md and read by ahel’s review.
Summary
Clarify a policy or internal guideline into a more readable, operationally useful document.
When To Use
- A policy document needs clearer language and action framing.
- You need a clarified policy document with definitions, practical guidance, and open question flags instead of unstructured notes.
- The workflow repeats often enough to justify a reusable asset.
Avoid When
- The product behavior itself is still changing faster than the docs could stabilize.
- There is no source material to document or clarify yet.
Inputs
- policy text
- audience
- common confusion points
Output Contract
- clarified policy draft
- operational guidance
- FAQ candidates
Workflow
- Confirm the decision context, audience, and missing inputs.
- Build a clarified policy document with definitions, practical guidance, and open question flags using the available evidence and constraints.
- Separate facts from assumptions and make confidence explicit.
- Finish with next actions, open questions, or escalation notes.
Deliverable Shape
A clarified policy document with definitions, practical guidance, and open question flags
Guardrails
- Do not invent facts that are not present in the supplied materials.
- Make uncertainty explicit when inputs are incomplete or contradictory.
- Keep the output structured enough that another operator can reuse it.
Maturity Note
This Skill is part of the seeded breadth layer. It is intentionally lighter than the developed and flagship tiers.
Signals
- GitHub stars
- 73
- Forks
- 19
- Last commit
- Jul 2026
Advanced
- Catalog kind
- skill
- Gateway key
policy-clarifier- Source
- github.com/fdu-ins/insurance-skills