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gpt-delegation

Delegate blocked tasks to GPT experts with structured prompts and safety checks.

19|3|Updated Jan 13, 2026
Search Tags:#planning#architecture#codex#delegation#fallback#stuck#gpt-delegation
One-click install
npx skills add https://github.com/changoo89/claude-pilot --skill gpt-delegation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gpt-delegation
Source: https://github.com/changoo89/claude-pilot/tree/main/.claude/skills/gpt-delegation
Command: npx skills add https://github.com/changoo89/claude-pilot --skill gpt-delegation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The GPT delegation skill provides expert consultation when you're blocked, stuck, or need a fresh perspective to move forward on complex AI-assisted development tasks.

Core Features & Use Cases

  • Trigger-based escalation to GPT experts (Architect, Security Analyst, Plan Reviewer, etc.) after repeated failures
  • Graceful fallback to Claude-only analysis when Codex is unavailable
  • Structured prompts and role mappings to ensure actionable guidance and traceable results
  • Applicable to architecture decisions, ambiguous requirements, large plans, and security concerns

Quick Start

Ask GPT delegation to provide a fresh perspective when blocked and outline a concrete next step.

Frequently Asked Questions about gpt-delegation

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

FAQPage Schema
How do I get a fresh AI perspective when I'm blocked on architecture decisions?▼

Get a fresh perspective on blocked architecture decisions by delegating to mapped GPT experts, which provides structured prompts and actionable guidance to resolve complex development impasses.

When should I escalate a stuck development task to GPT delegation?▼

Escalate a stuck task to GPT delegation after 2+ repeated failures, or when facing ambiguous requirements, security concerns, and large plans involving 5+ skill components.

What happens to expert delegation if Codex is unavailable?▼

When Codex is unavailable, the delegation process enforces a graceful fallback to Claude-only analysis, ensuring you still receive structured consultation despite the missing service.

Can I use GPT delegation for large planning tasks with multiple components?▼

Yes, you can use GPT delegation for large plans involving 5+ skill components, applying structured prompts and role mappings to generate traceable results and concrete next steps.

What are the limitations of using AI delegation for security concerns?▼

AI delegation for security concerns requires defined expert mapping with safety checks, and mandates escalation after 2+ failures to prevent unresolved vulnerabilities from persisting in your architecture.

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