Evidence to Shipped Feature
A staged ChatGPT → Claude → Claude Code or Codex workflow with explicit handoffs and verification gates.
- Best tool
- ChatGPT → Claude → Claude Code or Codex
- Difficulty
- Beginner
- Use case
- Evidence to Shipped Feature
- Prompt type
- Prompt chain
What this prompt does
A staged ChatGPT → Claude → Claude Code or Codex workflow with explicit handoffs and verification gates. It is designed for evidence to shipped feature and works best with Use each tool’s current model appropriate to its assigned stage.
Copy-ready prompt
Run this as a multi-tool workflow: ChatGPT → Claude → Claude Code or Codex. Do not assume tools share context; copy each approved handoff explicitly.
Project: [PROJECT]
Audience: [AUDIENCE]
Goal: [GOAL]
Inputs: [SOURCE_MATERIAL]
Constraints: [CONSTRAINTS]
Final format: [FORMAT]
Stages
1. 1) research the user problem
2) synthesize evidence and requirements
3) inspect the repository, implement, test, and prepare a reviewable change
At every handoff include: approved facts, assumptions, decisions, unresolved questions, source labels, constraints, and acceptance criteria. Require a human approval gate before irreversible changes, publishing, spending, or external communication. Never fabricate tool results or citations. Finish with an end-to-end quality checklist, provenance notes, and rollback or correction steps.
How to use it
Replace the bracketed variables with real context for evidence to shipped feature. Attach or paste source material when available, and verify consequential facts before acting.
Related prompts
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