Data

Use a live Jupyter kernel for stateful, iterative Python execution via hamelnb.

A Cursor Canvas is a live React app that the user can open beside the chat.

Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web…

Use when investigating or fixing a bug in a React + Python (FastAPI/Pydantic) full-stack app, including Capacitor iOS/Android cross-platform builds.

Debug or verify frontend behavior by driving a live page (DOM, storage, network, console) with the browser_* tools instead of reading source or asking the…

Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web…

AI-assisted video editing workflows for cutting, structuring, and augmenting real footage.

X/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics.

Use when the user attended one or more sessions of a conference (with audio recordings + slide photos) and needs help building (1) faithful per-session…

Use when building a custom UI (page, dashboard, buttons) that should wake an agent routine over a local webhook, when the user must provide a webhook sender…

Use when you have an idea for a data story and want a publication-quality chart back.

Orchestrates the Ralph pipeline (spec-interview → PRD → execute).

Iterative Python via live Jupyter kernel (hamelnb).

Builds an automated malware submission and analysis pipeline that collects suspicious files from endpoints and email gateways, submits them to sandbox…

Collects and synthesizes open-source intelligence (OSINT) about threat actors, malicious infrastructure, and attack campaigns using publicly available data…

Detects and analyzes malicious behavior in mobile applications through behavioral analysis, permission abuse detection, network traffic monitoring, and…

Multi-provider waterfall lead enrichment.

Modern attack surfaces beyond traditional pentesting — LLM/AI security (prompt injection, model poisoning), supply chain attacks, blockchain/smart contract…

Comprehensive health inspection tool for Alibaba Cloud network products (EIP, CBWP, NAT Gateway, CEN, Transit Router, Physical Connection, VBR, Global…

Prepare a client's marketing data for a Bell geo experiment without ever reading their rows — inspect the header and a bounded sample, write a pandas…

Find an existing Expanso job or pipeline recipe before writing one from scratch, and report honestly how far it has been proven.

Finds, downloads, loads, converts, reprojects, cleans and cites geospatial data, and checks it before use.

Validate release readiness with evidence-based go/no-go decisions.

Use when building a custom UI (page, dashboard, buttons) that should wake a Grok Bot over a webhook, when the user must provide a webhook sender key, or when…