dokuczacz

Run the full Custom GPT regression path for the recent fixes across tasks, mail, preferences, calendar, and user_id sanitization.

Address open PR review comments using gh CLI with explicit user-selected thread handling.

Inspect GitHub PR checks, fetch failing Actions logs, summarize root cause, then propose a fix plan.

Azure Blob and Azurite operator commands for existence checks, counts, and sampling with env-var-only secrets.

Operator-friendly dataset pipeline runbook with background execution, progress snapshots, and sampling checks.

Maintain one per-task ExecPlan artifact under tmp for multi-step work with a quick bypass option.

Safe Git and GitHub operator commands for inspect-stage-commit-push workflow.

Deterministic backend-first LLM orchestration with JSON-only contracts and payload matrix tracking.

Create and maintain execution plan files in tmp/ to reduce chat context for multi-step tasks

Create strict progress tables with verified numbers only - no placeholders or estimates

Stop and ask for direction when blocked instead of inventing assumptions or placeholder data

Validate CV data against strict 2-page ATS-compliant schema with comprehensive field checks and size constraints. Use when validating CV JSON before PDF generation, checking field constraints, ensuring 2-page layout compatibility, or verifying ATS compliance. Trigger on: "validate CV", "check CV data", "verify schema", "is this CV valid", or before any PDF generation.

Generate 2-page ATS-compliant PDF CVs using WeasyPrint with multi-language support (EN/DE/PL) and visual regression testing. Use when generating final PDF, running visual tests, debugging layout issues, or iterating on CV template design. Trigger on: "generate PDF", "create CV PDF", "render PDF", "visual regression test", or after successful CV validation.