nodes/DemonGatanjieu-Anomalous_Model_Browser

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DemonGatanjieuandClaude Opus 5.5 2280e55fde Let an AI read the workflows it is offered

A run with Gemini 3.8 Flash asked for picture to picture and built it node by node, 13 failed calls on the way, with an official example ready:

- list_workflows was 23,630 characters on 17 cards, 21,033 of them settings. Antigravity files an answer over about 4,000 away, unread. A list of more than 3 now goes with name, route, tags and short notes.
- Examples showed only when no saved workflow matched, and only by English words: 图生图 found nothing. They are always named now, and found by their Chinese titles, img2img, txt2img and inpaint.
- Every card's route line was empty, and cards_of found nothing, since c84b596: _list_recipes leaves the graph out, and the tests fed cards that had one. Both ask for it now, with a test on a file on disk.

A waiting task the user wrote to also takes its name from what they wrote, instead of the AI's "take the task".

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

2026-11-06 17:51:12 +08:00

backend.md

Move training out of AMB: drop the run record and the training network

2026-11-01 21:11:05 +08:00

frontend.md

Fix the Saves page losing clicks the same way

2026-11-05 15:36:52 +08:00

lessons.md

Keep the Saves list still during a press

2026-11-05 21:21:41 +08:00

material-library.md

Lay a workflow's details out as flow, preset tabs and the preset shown

2026-11-02 20:05:38 +08:00

model-resolution.md

Docs: Model Check's rules where the repository keeps guides (docs/guides/model-check-rules.md)

2026-10-19 23:10:10 +08:00

README.md

A UI map: from a word on screen to its code, styles, route and backend function

2026-10-25 13:29:04 +08:00

recipe-model-lifecycle.md

Read the LoRAs of popular third-party nodes wherever AMB reads a workflow's models

2026-10-13 21:57:36 +08:00

recipes.md

Lay a workflow's details out as flow, preset tabs and the preset shown

2026-11-02 20:05:38 +08:00

tool-exam.md

Correct a needed argument only from a known other name

2026-10-26 21:34:04 +08:00

ui-flows.md

Let an AI read the workflows it is offered

2026-11-06 17:51:12 +08:00

update-guide.md

test: publish the plugin's tests, one command to run them

2026-10-06 17:47:35 +08:00

README.md

Architecture Topic Guide

Start with the repository-root ARCHITECTURE.md, then open only the topic needed for the current task.

ui-flows.md: the UI map's hand-written part, in Chinese: what each part of a page is for, what a click does and why, and one name per thing (a glossary the structure check enforces). Where a word on screen is drawn and what it calls comes from the code: node tools/ui_map.mjs find <words> (tools/ui_map.mjs, its index tools/ui_map_scan.mjs; build writes the whole map to the untracked docs/ui-map.md).
backend.md: Python routes, filesystem safety, persistence, scan state, model sidecars, and backend performance.
frontend.md: extension bootstrap, UI ownership, localization, media lifecycle, panel state, and graph mutations.
recipes.md: Workflow Recipes, packages, galleries, Parameter Notebooks, prompt roles, and recipe-to-model transitions.
material-library.md: saved prompts and node values (material files), keeping an output image, and dragging prompts onto the canvas.
recipe-model-lifecycle.md: authoritative model fields, Hash synchronization, local matching, partial append, and note privacy.
model-resolution.md: model provenance, Model Check, hash injection, model scanning, and recovery policy.
../decisions/README.md: concise records of product and architectural decisions that still explain current behavior.

These documents describe current contracts rather than implementation history. For exact changes, use Git history. For user-visible releases, use CHANGELOG.md. For recurring implementation traps, use lessons.md.