Skill Claude CodeCodex
Review a session plan for scope creep and unnecessary complexity before execution begins. Combines scope-check and simplicity-audit. Run after Plan Mode, before any code is written.
Skill Claude CodeCodex
Use before any creative work — creating features, building components, adding functionality, or modifying behavior. Explores intent, requirements, and design before implementation.
Skill Claude CodeCodex
Use when working with datasets, creating data directories, or building descriptive statistics notebooks. Triggers on data loading, dataset setup, or exploratory data analysis tasks.
Skill Claude CodeCodex
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
Skill Claude CodeCodex
Prepare context handoff when running low. Checks off completed todos in active doc, summarizes remaining work in Plan Mode, and prompts user to /clear.
Skill Claude CodeCodex
Use when creating, editing, or executing Jupyter notebooks (.ipynb files). Covers jupytext pairing, notebook execution, and output verification.
Skill Claude CodeCodex
Use when creating plots, charts, or visualizations with matplotlib or seaborn. Defines plotting style standards.
Skill Claude CodeCodex
Scan all CLAUDE.md files and agentdev/README.md for # Insights sections. Present consolidated insights for human review.
Skill Claude CodeCodex
Update all README.md and CLAUDE.md files to reflect current codebase state. Combines update-docs and update-claudes. Also archives completed active plans.