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om-user-proxy

Automate routine user questions by consulting app-spec and lessons.

6|2|Updated Mar 27, 2026
Search Tags:#automation#ai#proxy#lessons#app-spec#decisioning
One-click install
npx skills add https://github.com/SHGrowth/om-superpowers --skill om-user-proxy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: om-user-proxy
Source: https://github.com/SHGrowth/om-superpowers/tree/main/skills/om-user-proxy
Command: npx skills add https://github.com/SHGrowth/om-superpowers --skill om-user-proxy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates routine questions on behalf of the user to reduce cognitive load and ensure consistent responses across sessions.

Core Features & Use Cases

  • Resolution to app-spec, app-specific lessons, and global lessons in a single workflow.
  • Onboarding and persistent proxy-learning via app-spec/proxy-lessons.md.
  • Escalation when human judgment is required, with transparent reasoning citations.

Quick Start

Tell the proxy to name itself and start routing simple questions to handle routine decisions.

Frequently Asked Questions about om-user-proxy

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

FAQPage Schema
How do I automate routine questions and reduce cognitive load during app development?▼

Automating routine questions is handled by an AI proxy that consults your app-spec, app-specific lessons, and global lessons to resolve queries on your behalf. It applies a stepwise resolution order to ensure consistent responses across sessions.

How does AI proxy learning persist across different sessions?▼

AI proxy learning persists by saving resolved decisions and patterns into an app-spec/proxy-lessons.md file. This ensures the proxy retains knowledge from past sessions and applies it to future routine questions.

When should I escalate a routine question instead of letting the proxy handle it?▼

You should escalate a routine question when human judgment is required. The AI proxy escalates unresolved issues to the user with transparent reasoning citations, ensuring you only intervene when necessary.

Can I use AI proxy onboarding during app-spec creation?▼

Yes, you can use AI proxy onboarding during app-spec creation. The proxy integrates directly into this phase by consulting the app-spec and routing simple decisions to maintain workflow continuity.

What happens if the proxy cannot resolve a routine question using available lessons?▼

If the proxy cannot resolve a routine question using app-specific or global lessons, it escalates the issue to the user. Transparent reasoning citations are provided to explain why human input is needed.

Do I need external dependencies to start routing routine decisions to an AI proxy?▼

No external dependencies are required to start routing routine decisions. You simply tell the proxy to name itself and begin routing simple questions for it to handle routine decisions automatically.

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