Multi-Model Collaborative Execution
SkillAI & modelsAdvanced: Multi-model collaborative execution. Acquires prototypes from external models, then refactors and implements production-grade code.
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 Multi-Model Collaborative Execution skill
What this skill tells your AI
The instructions your AI receives, as published by luohaothu/everything-codex in skills/multi-execute/SKILL.md and read by ahel’s review.
Advanced skill — Uses external model backends to generate code prototypes, then refactors into production-grade implementations.
Usage
/multi-execute .codex/plan/<feature-name>.md
/multi-execute <direct task description>
Workflow
Phase 1: Read Plan
- Parse plan file or task description
- Extract: task type, steps, key files, session IDs
- Route: Frontend → Gemini, Backend → Codex, Fullstack → parallel
Phase 2: Context Retrieval
- Retrieve project context for target files
- Ensure complete definitions and signatures available
Phase 3: Prototype Acquisition
- Call external model backends for code prototypes
- Receive unified diff patches (models have zero write access)
Phase 4: Code Implementation
- Parse received diffs
- Simulate applying to target files (mental sandbox)
- Refactor "dirty prototype" to production-grade code
- Apply changes with minimal scope
- Run self-verification (lint, typecheck, tests)
Phase 5: Audit and Delivery
- Call external models for code review
- Integrate review feedback
- Execute necessary fixes
- Report changes, audit results, and recommendations
Key Rules
- Code Sovereignty — All file modifications by the orchestrator
- Dirty Prototype Refactoring — External model output is a draft, must refactor
- Minimal Changes — Only modify necessary code
- Mandatory Audit — Must perform review after changes
Signals
- GitHub stars
- 24
- Forks
- 5
- Last commit
- Aug 2026
Advanced
- Catalog kind
- skill
- Gateway key
multi-execute- Source
- github.com/luohaothu/everything-codex