natshell

Navigate large codebases and make surgical edits while following project conventions. Use for refactors, feature work, and bug fixes spanning multiple files.

Inspect, filter, and summarize JSON, CSV, and log data using jq, awk, and pandas.

Read and edit Microsoft Word documents (.docx). Use for document editing and content extraction.

Branch, commit, rebase, and resolve conflicts. Use for PR prep, conventional commit messages, and history cleanup.

Author and edit README, CHANGELOG, and other markdown documentation, following the project's existing style.

Extract text, merge, split, and search PDF documents. Use whenever the user mentions a PDF file.

Read, write, and transform CSV and XLSX files. Use for Excel, tabular data, bulk row edits, and column transforms.

Linux/macOS administration: services, processes, package managers, and log triage.

Detect the project's test framework (pytest, jest, go test, cargo test, mocha, rspec) and run, parse, and triage failures.

Fetch and summarize web pages and offline kiwix docs. Use when the user asks for current information or external references.