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Hardening Prompts

GPTClaudeGemini··1,128 copies·updated 2026-07-14
hardening-prompts.prompt
# Hardening Prompts

## Discovery step

Before proposing fixes:
- read the project memory first;
- identify active and deferred surfaces;
- use token-aware discovery;
- return an evidence map first;
- avoid reading the whole repository unless the project map is missing or unreliable.

Evidence map format:
- `path:line`
- symbol / route / component
- relevant snippet or signature
- why it matters

## Hardening intake prompt

Use this when AI-generated code already exists.

1. Do not rewrite the project.
2. Find the highest-risk surfaces first.
3. Separate blockers from later improvements.
4. Open or update `AUDIT_BACKLOG.md`.
5. Call out missing evidence, missing tests and risky assumptions.

## Independent review prompt

Use after implementation and before merge or deploy:
- review changed files first;
- look for regressions, security gaps and missing validation;
- challenge accepted risks;
- recommend rollback notes where needed.

when to use it

Community prompt sourced from the open-source GitHub repo Gudvin82/vibe-coding-protocols (NOASSERTION). A "Hardening Prompts" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.

tags

roleplaycommunitygeneral

source

Gudvin82/vibe-coding-protocols · NOASSERTION