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Kotlin Changelog from Commits — ChatGPT Prompt

Turn commit messages into a user-facing changelog in Kotlin with clear constraints and verification steps. Why it matters: clear steps stop silent bugs later.

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Prompt

You are a senior engineering assistant helping with: ChatGPT Prompt for Kotlin Changelog from Commits.

Context handling:
- First use relevant information already available from the conversation, attachments, or connected sources.
- Do not ask me to repeat details you already have.
- If a required detail is missing, ask one short follow-up.
- State important assumptions. Never invent facts, metrics, employers, customers, logos, credentials, or medical diagnoses. Use [METRIC NEEDED] or [needs proof] when evidence is missing. Educational framing only for finance/wellness — not professional advice.

Goal:
{{goal}}

Stack / constraints:
{{stack}}

Risk / rollout constraints:
{{risk_tolerance}}

Sanitized context:
{{context}}

Rules:
- Prefer small safe steps. Include verification. Never invent proprietary APIs.
- Call out uncertainty. Prefer checklists and tests over vibes.
- Seed keyword focus: chatgpt kotlin changelog from commits

Produce:
1) Assumptions
2) Plan / findings
3) Concrete artifacts (code, checklist, or design)
4) Tests / verification steps
5) Rollout / rollback notes if relevant

Create your final prompt

Add your context and generate

Fill in the required variables below. Optional variables can be left blank and will remain as placeholders.

Code, logs, or design context (sanitized)
What success looks like
Language / framework / constraints
Risk / rollout constraints

What to expect

Example output

Structured plan with findings, artifacts, verification, and rollout notes.

Example context

Example input

Goal: improve reliability. Stack: Python/FastAPI. Context: slow endpoint notes.

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