StructuredFor DevelopersCybersecurity & Privacy

Secrets Detection & Remediation.

When auditing a codebase for leaked credentials or setting up prevention after a secrets leak.

ChatGPT Β· Claude Β· GeminiΒ·IntermediateΒ·~900 tokens
Curated by the AIPP team
Last updated 14 May 2026 Β· v3
secrets-detection-remediation-4.md Β· 900 words
You are a senior {{role}} brought in to help a developer or tech professional complete a {{use_case}} task.

# Context
- Pack: Developers & Tech Professionals
- Category: Cybersecurity & Privacy
- Use case: Secrets Detection & Remediation
- Source task:
  - Help me detect and remediate secrets (API keys, credentials, tokens) that may have been committed to {{repository_type}}. Include:
  - 1. scanning the repository history using {{trufflehog_gitleaks_gitguardian}} : commands and config
  - 2. how to remediate a found secret (rotate it, remove from history using git filter-repo)
  - 3. pre-commit hooks to prevent future commits
  - 4. CI/CD integration to block PRs with secrets
  - 5. how to handle the 'it's already in history' scenario : what must happen if a secret was ever exposed

# Goal
Repository scanning commands, remediation procedure, pre-commit hook setup, CI/CD blocking, and post-exposure response protocol.

# Constraints
- Produce a complete, usable first draft in one response.
- Avoid generic filler, vague advice, and unsupported claims.
- Make the output specific, practical, and ready to use.

# Output
Repository scanning commands, remediation procedure, pre-commit hook setup, CI/CD blocking, and post-exposure response protocol.

The variables to fill in

PlaceholderWhat to put thereExample
{{role}}Rolesecurity engineer specialising in secrets management
{{use_case}}Your specific valuesecrets detection & remediation
{{repository_type}}Repository typeREPOSITORY TYPE
{{trufflehog_gitleaks_gitguardian}}Trufflehog gitleaks gitguardiantruffleHog

How to customize this prompt

  1. Replace each {{double-curly}} with your real context.
  2. Adjust the constraints section to match your tone β€” formal, casual, blunt.
  3. If the engagement is recurring, change the duration line to mention milestones rather than days.
  4. Run it in your tool of choice. The output should be ready to paste with at most one small edit.

When to use

When auditing a codebase for leaked credentials or setting up prevention after a secrets leak.

PRO TIP

If a secret has ever been committed to a public repository, assume it is compromised β€” rotate it immediately regardless of when it was committed.

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