JithendraNara

Reproduce reported bugs with minimal steps and collect supporting evidence.

Draft minimal patches for reproduced issues with rationale and safety notes.

Classify GitHub issues into category, severity, priority and recommend labels.

Review proposed patches for correctness, safety, tests, and style.

Compose polished release notes from a commit range.

Daily standup and productivity report format. Use when: user wants a daily briefing or standup summary. NOT for: task creation.

Interview preparation and coaching protocol. Use when: user is preparing for job interviews. NOT for: generic career advice.

Deep web research and analysis protocol. Use when: user needs thorough research on a topic. NOT for: simple factual questions.

Auto Review closeout. Codex review is the default when no engine is set and is the recommended reviewer.

Use Crabbox for remote validation, warmed reusable boxes, Actions hydration, fresh PR checkouts, secret-safe env forwarding, scripts, timing, logs, results, captures, caches, and lease cleanup.

Use when a task needs NVIDIA NIM OCR, page elements, table structure, graphic element detection, passage reranking, or text embedding through one shared routing layer. Selects the right capability or multi-step workflow from a free-form query, prepares requests, and can invoke the configured endpoint. Also supports RAG pipeline mode: file/URL → OCR → semantic chunking → structured output.

Python backend worker for CLI tools and API servers

Manage the IT Jobs Intelligence Dashboard — collect jobs, analyze trends, push live updates, and send Discord alerts for matches and market shifts.