Reading the llms.txt assessment

llms.txt is a community proposal for concise Site context and curated resources. It serves a different purpose from crawler-access preferences in robots.txt. A deliberate permissive or restrictive crawler policy can both demonstrate strong governance when clear and consistently implemented.

Format and usefulness

The llms.txt proposal identifies an H1 naming the project or Site as its required section. Flowpane also assesses useful file structure and resource declarations as quality guidance. A minimal heading can satisfy that format requirement while leaving useful content improvements.

A minimal llms.txt can receive a modest artefact score. Its presence does not create an unrelated severe whole-Site limit. Publishing valid useful content is not penalised because a separate resource verifier is outside the current active model.

Full linked-resource verification is not applicable in this model. It does not cap a strong linked file or prevent a Site reaching 100. A well-formed link still does not establish that its destination is reachable, current or substantive; read this as an evidence boundary.

Evolving guidance

The v2 guidance develops discovery and resource-use conventions. Flowpane researches evolving proposals in advance and adopts criteria through reviewed updates. The criteria shown with the assessment identify what is active; research guidance does not automatically become a scored requirement.

A score of 100 means best-in-class under the current active criteria and evidence model. A future adopted model can change that score without a public content change.

Prepare and verify

Use Workbench to inspect Current and Proposed content, confirm descriptions and resource choices, then validate the exact proposal. The estimated or conditional projection uses the same active criteria as public scoring. It retains remaining cross-file and assurance limits. Save does not publish; use the authorised workflow and verify the public result.

Optional absence can remove applicability where no explicit continuing obligation remains. Earlier presence remains in Finding history.