Takhoffman

Teach the agent how to run tutor-style Anki study sessions.

Use when an agent is helping maintain ankicli itself: routing maintainer tasks, preparing releases, validating packaging and automation, and checking installer, site, and distribution contracts.

Use when an agent needs to inspect, study, create, modify, organize, sync, or troubleshoot an Anki collection through ankicli. Covers setup, study workflows, note authoring, collection and deck management, diagnostics, sync and backups, and goal-driven learning plans.

Use when an agent needs to inspect, study, create, modify, organize, sync, or troubleshoot an Anki collection through ankicli. Covers setup, study workflows, note authoring, collection and deck management, diagnostics, sync and backups, and goal-driven learning plans.

Teach the agent how to inspect and manage collection and deck state.

Teach the agent how to diagnose backend, collection, and capability issues.

Teach the agent how to add, inspect, update, and move notes safely.

Create or improve AGENTS.md files so agents know the active product surface, architecture boundaries, validation commands, debug workflows, observability surfaces, isolation rules, and maintenance rules.

Discover and document a repository's run, health, logs, traces, screenshots, network capture, state reset, and artifact bundle surfaces for agent debugging.

Run a bounded repository improvement loop using explicit fitness criteria, small reversible mutations, validation evidence, and human approval gates.

Audit a repository for FullSelfDriving readiness: AGENTS.md quality, debug entry points, progressive discovery, observability, isolation, determinism, validation, safety, and evolutionary improvement readiness.

Use Winmote MCP tools to inspect and control the local Windows desktop with screenshots, UIA targets, OCR, mouse/keyboard input, windows, clipboard, displays, and app launching.

Windows desktop automation CLI for screenshots, UIA, OCR, input, windows, taskbar/start, displays, notifications, virtual desktops, clipboard, UWP, and task scheduling. Use when operating the winmote CLI to control the local Windows desktop.

Control Microsoft OneNote desktop through direct Windows PowerShell COM automation, including raw one-off COM scripts. Use when an agent needs to inspect OneNote installation state, list notebooks/sections/pages, read or write page XML, create or update pages, navigate OneNote, search content, extract audio/media recordings, export data, or automate desktop OneNote without browser automation, localhost servers, or Office.js add-ins.

Planning-first Codex operating mode for ambiguous, multi-step, risky, QA-heavy, or context-heavy work that benefits from Codex thread forks. Use when the user asks for wizard mode, codexwizards, planning before execution, goal-setting, intent inference, same-workspace thread review, callback thread forks, QA thread forks, adversarial review, or help figuring out what Codex should do next.