python_programming_courses

Generate an initial operating contract for autonomous Copilot work. Use when starting a new task stream, kickoff session, issue burndown, or multi-step implementation where scope, stop conditions, constraints, acceptance criteria, and execution policy must be explicit before coding.

Run the repositorys test, lint, and typecheck commands, then summarize failures and next actions for coding agents.

Bootstrap or maintain a repo-specific Copilot, Codex, and Claude agent stack by inventorying docs, commands, workflows, and existing AI assets before scaffolding managed guidance.

Analyze connected repositories and deliver end-to-end web deployment strategy with GitHub-native defaults. Use when Codex must (1) research repository structure, workflows, Pages setup, and .github configuration, (2) build a scored decision matrix for deployment options, (3) pause for explicit approval before mutating changes, and (4) implement and verify deployment with local checks plus GitHub CI smoke.

Audit curriculum coverage against instructor runbook structure and repository naming rules for Basics and Advanced modules. Use when Codex needs to detect missing or misnamed Day/Hour lecture files, missing daily assignment artifacts, missing quiz artifacts, autograder-readiness gaps, or when scaffolding standardized placeholders for missing course files.

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Use when Codex is building or iterating on a web game (HTML/JS) and needs a reliable development + testing loop: implement small changes, run a Playwright-based test script with short input bursts and intentional pauses, inspect screenshots/text, and review console errors with render_game_to_text.

Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.

Persistent browser and Electron interaction through `js_repl` for fast iterative UI debugging.

Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.

Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.

Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.

Create and edit presentation slide decks (`.pptx`) with PptxGenJS, bundled layout helpers, and render/validation utilities. Use when tasks involve building a new PowerPoint deck, recreating slides from screenshots/PDFs/reference decks, modifying slide content while preserving editable output, adding charts/diagrams/visuals, or diagnosing layout issues such as overflow, overlaps, and font substitution.