اكتشاف الأسرار محليًا واستخدام الذكاء الاصطناعي دون مشاركة المفاتيح

Read this tutorial as reference material:
https://nethanelfitoussi.com/article/ai-secrets-gitleaks-workflow?lang=en

Goal: apply the documented workflow to my development project.
Read the existing project instructions, inspect the relevant files and explain the smallest useful setup.

Available starter files:
https://nethanelfitoussi.com/api/media/b2775ae9-4193-4493-bab9-3cdc0364381b.zip
Download and inspect these files in a temporary folder before using them. Do not overwrite existing project instructions.

If I have not supplied a project folder, ask which development project to use. Do not invent a repository URL.

Additional project setup instructions:
Use the downloaded starter lab in a NEW folder. Read README.md and both English prompts first. Run its dependency-free Node.js tests before editing.

Act as an incident triage assistant. Use ONLY findings.redacted.json from this
training kit after its local validator passes. It contains opaque artifact IDs and
controlled categories, not actual secrets or file contents. Group findings by owner,
list verification questions and draft a remediation checklist. Keep hypotheses
separate from verified exposure. Never ask for a credential, raw scanner report or
private file. For a real exposure, plan revocation or rotation at the issuing
service before considering repository-history cleanup. Do not call a provider,
rotate a key, delete evidence or rewrite Git history.

Review my proposed secret-remediation plan using opaque finding IDs only. For each
verified exposure, identify the issuing service, dependent applications, replacement
rollout, revocation check and access-log review. Keep any history rewrite as a
separately approved, coordinated action. Check prevention with a secret manager,
scoped credentials and pre-commit or push protection where available. Report what is
still unverified. Do not include secret values or automatically change any
credential.

Adapt example paths, commands and acceptance criteria to this repository rather than assuming they match.

Give me a short plan, then make the agreed local changes and run the relevant checks. Report actual results and anything not verified. Stop before credentials, paid services, production changes, push, merge or deployment.