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Update README.md - #5

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ackermanar merged commit c4dec31 into dev Sep 22, 2026
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ackermanar deleted the ackermanar-patch-1 branch September 22, 2026 13:29
ackermanar added a commit that referenced this pull request Sep 23, 2026
* Initial README edits

First-round edits to README, prior to attempting installation

* changing git-lfs calls and .lfsignore to get desired download behavior for larger birefnet weights

* user agents/claude.md for chatbot interaction

Ported from main (fbb3c09) onto dev at e7904eb.

Agent instructions and docs
- AGENTS.md: public agent guide, the single source of truth; CLAUDE.md
  imports it. docs/faq.md: human FAQ, linked from the README.
- .gitignore: commit CLAUDE.md and AGENTS.md; ignore *.local.md.
- README, FAQ, AGENTS: Git LFS is an install prerequisite (a clone made
  without it yields a 134-byte pointer stub, not the model), RF-DETR arrives
  with the clone, and `mats fetch-weights` is the repair path. Repair uses
  `git lfs pull --exclude=weights/birefnet_leaf.pth`, which stays RF-DETR-only
  whether or not .lfsconfig's fetchexclude is active.
- README: reconciled with the restructure from PR #2; its headings and TOC are
  kept, and the hand-edited doctor/fetch paragraph is preserved verbatim.

Also carried over from fbb3c09 (app work, unrelated to the docs)
- src/mats/app/Home.py, branding.py, src/mats/core.py, pyproject.toml,
  tests/test_home_app.py

Known and not addressed here
- .lfsconfig has fetchexclude commented out on dev, so a clone now fetches
  BiRefNet (2.65 GB) as well as RF-DETR.
- tests/test_weights.py::test_status_missing_for_excluded_checkout_pointer
  already fails on dev before this commit (message reworded in PR #2).

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

* tests: skip home app tests without numpy

* weights: restore optional BiRefNet LFS fetch

* docs: correct explicit BiRefNet LFS pull

* fixed dependency light ci

* Update README.md (#5)

* fixed contradicotry documentation and markdown

* fixed contradicotry documentation in .md files and agents

---------

Co-authored-by: Tyr Wiesner-Hanks <twiesnerhanks@ufl.edu>
Co-authored-by: tyrwh <twiesnerhanks@ufl.cornell.edu>
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>
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