REMI Lab
OPEN KNOWLEDGE / TOOLS

Documentation for Agents and Scripts

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Start with llms.txt. It links the same manuals and examples served on this site, as plain Markdown without navigation markup. Each Markdown page identifies its documentation channel, package version, source commit and human-readable URL.

For a command-line reader:

Terminal window
curl --fail --location https://remilab.ai/rfx/llms.txt

Check the HTTP status before treating a response as documentation. The public edge can return an HTTP 403 response containing Cloudflare error 1010 to some automated client user agents; an HTML error response is not an empty API reference. The curl command above and Python requests were checked against these public endpoints.

ResourceContents
Documentation indexTask-oriented links to the public pages and API
Combined manualPublic page text and code in one document
Typed API inventoryImportable exports and public Simulation methods, generated from Python
Support contractThe source repository’s unchanged configuration support data
S-parameter contractPort families, calculators, result conventions and restrictions
Build manifestSource identity, page URLs, source files and artifact hashes
Deep referenceRendered signatures and full docstrings

Read the constraints with the signature

A signature tells you what can be called. The support contracts and support boundaries tell you which combinations have documented evidence. A successful preflight or a completed run does not establish accuracy. Historical gallery artifacts retain their original provenance; the documentation build commit is not a new simulation run.

The inventory preserves annotations and docstrings as written. It does not invent missing units, shape constraints, support levels or validation claims. Use the parameter descriptions and result conventions alongside the signature, then follow the commit-pinned source link when more detail is needed.

A useful request to a coding agent is:

Read this version’s llms.txt, API inventory and support contracts. Select the matching example and measurement API, state its units and configuration limits, and cite the source commit. Do not turn a field probe into a port S-parameter calculator or claim that an optimization movie verifies a gradient.

Match the installed version

The documentation channel and source SHA appear on each page. Development docs may describe changes after the installed release. Use the corresponding release snapshot when available and compare its package version with rfx.__version__. The JSON schema_version identifies the file format; it is separate from the simulator’s package_version.

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