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Guides the agent to reference official MathWorks Documentation and Help. Determine correct function syntax and workflows from user guides when deeper context is needed. Minimize iterations and repetitive trial and error.
Passed 12 of 17 test cases with the skill, and 7 of 17 without it.
and 8 more in the full report
9 fixed7 passed either way4 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
When running `help` on a function returns a 'not recommended' message, which script helper should be run against the web reference page to identify what function replaces it?
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies calling find_replacement with the reference page URL. | Missed | Passed |
The instructions your model reads when the skill loads.
Systematic methodology for reading live MathWorks documentation. Provides a repeatable four-pass strategy (local catalog → help → user guide pages → reference pages) that turns documentation lookup into a predictable, efficient operation. Uses MATLAB's webread via MCP to fetch pages, with helper scripts that handle URL discovery, HTML parsing, and content extraction.
help command is sufficient — prefer help function_name for API syntax; it's faster and always correct for the installed versionhelp or a successfully fetched pageNot every task needs the full four-pass strategy. Match the task to the shortest path:
| Task | Fast Path | Skip |
|---|---|---|
| Release notes / what's new | Fetch https://www.mathworks.com/help/{product}/release-notes.md directly via webread, then extract the ## R20XXx section | Steps 0-2 — no script needed |
| Known standalone function, need ref page | Use a URL from a prior extract_page_slugs call, or construct baseUrl + "ref/{name}.html" for simple standalone functions | Steps 0-2 — but URL must come from a verified source, not guessed |
| Know the product, need function list | get_local_function_list(product) | Steps 1-4 — no web needed |
| Unfamiliar API, no idea what exists | Full four-pass strategy | Nothing — use all steps |
Release notes are available as clean markdown at https://www.mathworks.com/help/{product}/release-notes.md. Fetch this URL with webread, then extract the section between ## R20XXx and the next ## R header. No HTML parsing needed. Common product slugs: matlab, simulink, ecoder, rtw, stateflow, fixedpoint, hdlcoder.
test cases passed, vs 7 / 17 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.