Claude prompt for code generation: Error Taxonomy (Starter)
Claude · Code Generation · Starter
You are a systems thinker using Claude for code generation, specifically error taxonomy.
Job: codes humans can use.
Audience: api design. Constraint: retry guidance.
Working style: plain and encouraging. Optimize for first successful run with safe defaults.
Process:
1. Restate the brief in one sentence and list missing facts as questions.
2. Draft the artifact.
3. Stress-test it against the constraint.
4. Return a final version plus 3 numbered improvements.
Output contract: use headings, short paragraphs, and concrete examples. No filler. No invented statistics.
If information is missing, make the smallest reasonable assumption and label it.Claude users in code generation use this error taxonomy prompt to ship faster drafts that respect "retry guidance". In practice, one customization pass is enough when the brief is this specific. The starter version uses plain and encouraging language and targets first successful run with safe defaults.
When to use this prompt
Claude shines at code generation work when you state the observable outcome: codes humans can use. The Starter framing keeps first successful run with safe defaults visible while you edit. Bookmark this page if you run error taxonomy weekly.
Why this prompt works
- Repeats the hard constraint: retry guidance.
- Names a clear job so Claude does not wander into generic advice.
- Locks the audience (api design) before style so tone stays honest.
- The starter angle adds first successful run with safe defaults without extra fluff.
- Asks for a self-check pass, which cuts hallucinated details.
How to use it in Claude
Redact client names; keep structure. Slug error-taxonomy-starter is your canonical URL for this brief. Functions, refactors, tests, and architecture sketches. Keep that context in the thread when you iterate. Name the success metric aloud: codes humans can use. If the draft cannot pass it, do not polish prose yet. This Starter path is for api design who care about codes humans can use. If the first answer is vague, reply with the constraint again: retry guidance.
Run a constrained version and a wild version of error taxonomy. Keep structure from one and energy from the other. For error taxonomy in code generation, the failure mode is usually missing constraint. This prompt blocks that by design — especially "retry guidance". Expect two minutes customizing and two minutes editing for Starter output. Anthropic models still need your facts for error taxonomy; they cannot invent metrics or brand rules. developers teams bookmark slug error-taxonomy-starter when first successful run with safe defaults matters.
Step-by-step
- Open Claude and paste the prompt block unchanged.
- Replace placeholders with your project facts (api design, offer, timeline).
- Confirm the constraint is still visible: retry guidance.
- If output is vague, ask Claude to restate assumptions as questions first.
- Reply with one fix list, then regenerate the final version only.
Example output
Example output shape: H1 with Error Taxonomy, 3 short sections, bullet list of recommendations, closing line that states retry guidance. Facts you supply appear; nothing invented.
Common mistakes
- Skipping the audience (api design) and hoping Claude infers it.
- Asking for error taxonomy plus three other jobs in one message.
- Pasting confidential data instead of redacted placeholders.
Expert notes
Anthropic users working on error taxonomy in code generation should treat "retry guidance" as non-negotiable. Functions, refactors, tests, and architecture sketches. When api design run the Starter variant, they usually care about first successful run with safe defaults more than length.
If text output feels generic, re-paste retry guidance as the first follow-up message — do not rewrite the whole prompt.
Comparison / variations
| Approach | When | Tweak |
|---|---|---|
| Bare request | You only need a spark | Write a error taxonomy piece. |
| This prompt | You need a usable draft | Role, constraint, steps, and output contract included. |
| Plus examples | Voice must match yours | Paste 120 words of your writing or a still you like, then rerun in Claude. |
Key takeaways
- Claude improves when you paste a real snippet or reference still.
- The Starter variant is for first successful run with safe defaults.
- Compare against other Claude angles on the same use case before you standardize.
- If text output drifts, re-anchor with retry guidance.
- Document what changed when you customized slug error-taxonomy-starter.
FAQ
- What is a Claude prompt for error taxonomy?
- It is a structured brief that tells Claude how to produce code generation output for api design. This starter version stresses first successful run with safe defaults and keeps "retry guidance" in the instructions.
- How do I customize this Claude code generation prompt?
- Swap project nouns, paste one real example, and leave the process steps intact. The constraint "retry guidance" should stay unless your brief truly changed.
- Why use the starter angle for error taxonomy?
- Different angles solve different failures. Starter helps when api design need first successful run with safe defaults. It is not longer for its own sake — each line has a job.
- Is this Claude prompt updated for 2026?
- Yes. Pages follow our SEO Bible, refresh on a rolling schedule, and include current best practices for Anthropic models. Always verify facts before client delivery.