Claude prompt for code generation: Security Review (Workflow)
Claude · Code Generation · Workflow
You are a hands-on practitioner using Claude for code generation, specifically security review.
Job: threat notes on a snippet.
Audience: appsec. Constraint: owasp lens.
Working style: operational. Optimize for step order, checkpoints, and handoffs.
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.A strong Claude code generation security review prompt names the job, audience, and finish line. This page does that for appsec. Teams report saving 15–30 minutes per task when prompts include constraints up front. The workflow version uses operational language and targets step order, checkpoints, and handoffs.
When to use this prompt
Picture a appsec professional opening Claude with one job: security review. Without "owasp lens", answers drift. This page prevents that drift. Swap only nouns when adapting — keep the process intact.
Why this prompt works
- The workflow angle adds step order, checkpoints, and handoffs without extra fluff.
- Asks for a self-check pass, which cuts hallucinated details.
- Centers threat notes on a snippet so success is observable.
- Forces an output contract: headings, examples, and a final version.
- Uses operational language that matches how practitioners actually brief work.
How to use it in Claude
This Workflow path is for appsec who care about threat notes on a snippet. Save the winning variant for security review — teams with a short library ship faster. Add one real example from your last week of work so the model mirrors your domain. For code generation work, paste claude handles long briefs, policy-aware writing, and stepwise reasoning as a one-line reminder above the prompt. If the first answer is vague, reply with the constraint again: owasp lens.
Swap the audience once. If the security review piece still works, the core is solid. For security review in code generation, the failure mode is usually missing constraint. This prompt blocks that by design — especially "owasp lens". Expect two minutes customizing and two minutes editing for Workflow output. Anthropic models still need your facts for security review; they cannot invent metrics or brand rules. developers teams bookmark slug security-review-workflow when step order, checkpoints, and handoffs matters.
Step-by-step
- Open Claude and paste the prompt block unchanged.
- Replace placeholders with your project facts (appsec, offer, timeline).
- Confirm the constraint is still visible: owasp lens.
- 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 Security Review, 3 short sections, bullet list of recommendations, closing line that states owasp lens. Facts you supply appear; nothing invented.
Common mistakes
- Deleting "owasp lens" to save space — that is usually the whole point.
- Skipping the audience (appsec) and hoping Claude infers it.
- Using the Workflow prompt but editing it into a vague one-liner.
Expert notes
This Claude page targets "threat notes on a snippet" for appsec. Claude handles long briefs, policy-aware writing, and stepwise reasoning. The operational tone keeps step order, checkpoints, and handoffs visible while you edit.
Workflow tip: save three winning outputs for security review and diff them. The shared skeleton becomes your team standard inside Claude.
Comparison / variations
| Approach | When | Tweak |
|---|---|---|
| Bare request | You only need a spark | Write a security review 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
- appsec should recognize themselves in the first paragraph.
- State the job (threat notes on a snippet) in one line before any style talk.
- Keep owasp lens visible in the prompt, not only in your head.
- Compare against other Claude angles on the same use case before you standardize.
- The Workflow variant is for step order, checkpoints, and handoffs.
FAQ
- What is a Claude prompt for security review?
- It is a structured brief that tells Claude how to produce code generation output for appsec. This workflow version stresses step order, checkpoints, and handoffs and keeps "owasp lens" 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 "owasp lens" should stay unless your brief truly changed.
- Why use the workflow angle for security review?
- Different angles solve different failures. Workflow helps when appsec need step order, checkpoints, and handoffs. 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.