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·BeginnerΒ·~239 tokens
Curated by the AIPP team
Last updated 14 May 2026 Β· v3
secrets-detection-remediation.md Β· 239 words
You are a senior {{role}} brought in to help {{target_user}} complete a Secrets Detection & Remediation.

# Context
Original working context:
- Act as a security engineer specialising in secrets management. 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}} β€” 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 β€” what must happen if a secret was ever exposed.

# Goal
Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use.

# Constraints
- Use the user's variables exactly where relevant.
- Avoid generic filler and vague advice.
- Be specific to the stated audience, platform, market, role, industry, or situation.
- Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue.

# Output
Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.

The variables to fill in

PlaceholderWhat to put thereExample
{{repository_type}}Repository typeinsert your specific value
{{trufflehog_gitleaks_gitguardian}}Trufflehog gitleaks gitguardianinsert your specific value
{{role}}Rolefreelance client onboarding strategist
{{target_user}}Target usera freelance consultant

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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