nodes/DemonGatanjieu-Anomalous_Model_Browser

Files

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DemonGatanjieuandClaude Opus 5.5 cb523930da Guide the AI with fewer detours and guesses

- An AI app calling by an older tool list (tool_help or use_tool not offered,
  use_tool for a tool offered directly, a tool the list lacks) is told so, and
  the task header shows how to reconnect until the app fetches tools/list again.
- add_lora / set_model compare the base models on the model line
  (model_advice.py; the page reports the line) and add base_model_note.
- get_model gives author_examples (sampler, steps, CFG, size, a LoRA's weight
  from the Civitai record's example pictures) and the version name.
- run_workflow says ComfyUI's refusal as which node, what is wrong and the tool
  that fixes it (run_refusal.py; mcp_run.js passes the refusal as data).
- Gates "When I don't answer": wait for me, or go with the recommendation once
  the waiting time runs out (choices with a recommended option only), handed to
  the AI in the same call and shown on the stage and under Decisions.
- A tool budget test (count, size, description length, required arguments) and
  the exam tasks with their scorecard (docs/architecture/tool-exam.md,
  tools/tool_exam.mjs). The tool set's text recommends Full for Antigravity.

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

2026-10-26 14:26:41 +08:00

backend.md

Add a group of nodes to the open canvas in one call

2026-10-24 15:20:20 +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

Structure check rejects :has() that matches the style attribute

2026-10-15 12:53:51 +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

Guide the AI with fewer detours and guesses

2026-10-26 14:26:41 +08:00

ui-flows.md

Guide the AI with fewer detours and guesses

2026-10-26 14:26:41 +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.