You are working on AuditAI (repo iZenDeveloper/auditai): LLM/RAG CI quality gates + open-source GTM.
- GTM / guerrilla continuation: read
docs/gtm/HANDOFF_CODEX.mdend-to-end. - Then sync live state:
docs/gtm/STATUS.md,docs/gtm/TARGETS.md. - Product overview: root
README.md.
- No secrets in commits or PR bodies. Tokens:
~/.config/github_token, xAI/OpenAI env,~/.config/pypi_token. - Guerrilla: public docs only, weak mock, honest metrics, badge opt-in.
- PyPI package name is
auditai-cli; CLI/import remainauditai. - Prefer depth + maintainer unblocks over opening many PRs.
- After external GitHub actions: update
STATUS.md+docs/gtm/out/pr_log.jsonl.
pip install -e ".[dev,pdf]" && pytest -q
export GITHUB_TOKEN="$(cat ~/.config/github_token)"
python scripts/gtm/open_guerrilla_pr.py --repo owner/name --judge xai --model grok-4.3 --yesSee handoff for follow-up quiet windows, viparse lesson (no pure loaders), and next target towardsai/ai-tutor-app.