nodes/DemonGatanjieu-Anomalous_Model_Browser

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DemonGatanjieuandClaude Opus 5.5 98c90dd8e4 Move training out of AMB: drop the run record and the training network

AMB only uses: training goes to its own plugin. This takes back the
record of what works (api/ai_evidence.py), the training network and
rounds (api/ai_training.py, ui_ai_network*.js, the round form), the
Gates' record switch, the ways' order by record and the external_skill
field of log_outside that only fed the record.

Kept, as part of using AMB:
- the user's word under a finished run, now only told to the AI
  (ai_run_control.set_verdict, ui_ai_verdict.js);
- the Gates' "Custom nodes: only the ways'" rule;
- a picks block left to the AI takes its recommended picture.

Reverts 73518dc, 67bf5b2, 6647b05 and 49d05cf, then puts those three
back with tests in test_ai_run_watch, test_ai_gates and test_ai_panels.
Full suite and structure check pass.

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

2026-11-01 21:11:05 +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

Splice a new node in front of wired inputs and pair same-name sockets

2026-10-24 14:48:37 +08:00

lessons.md

Fix AMB not loading: the viewer's size words pulled in a cycle

2026-10-29 15:26:36 +08:00

material-library.md

A picture kept as a combo keeps its nodes, every value as it was

2026-10-19 20:37:46 +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

Focus stars answer at once and save light

2026-10-11 02:11:31 +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

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

2026-11-01 21:11:05 +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.