DemonGatanjieuandClaude Opus 5.5 dd9c3ee2f5 Tags from a picture, run words to the AI, colour matching after upscales ...

- tags_from_picture: WD14 tagger (the source's model and thresholds) on a
  picture the user handed; run_status now carries what nodes showed as words
  (texts: a tagger's tags), with a summary and next step for a run that made
  words but no pictures.
- Optional nodes: a block node marked optional goes when its pack is missing,
  and a link "match|decode" takes the first one there. The four upscales end in
  KJNodes' ColorMatch (mkl, the source's) when it is installed; the panel says
  "better with" it otherwise.
- LanPaint's next step keeps the prompt about the whole picture; Follow a pose
  says OpenPose misreads anime (use control_depth), as the source's author did.
- The directory has a size cap: past it, block names alone, so collected ways
  never make begin_task long; shorter headings and few-word lines.

Live-tested on the isolated 8199 ComfyUI: LanPaint (area changed 14.6, outside
0.0, 82 s), tiled 2x (167 s), depth ControlNet (follows the layout), OpenPose
(misreads an anime picture), background removal (8 s), tags (166 s with the
model download), upscale with ColorMatch (73 s).

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

2026-10-27 03:31:04 +08:00

..

activity_diff.mjs

Keep the AI waiting for the user's answer; daily tools reach the rest

2026-10-26 01:49:34 +08:00

ai_call_lines.mjs

Open a finished task again when the user writes to it

2026-10-25 23:49:12 +08:00

ai_drafts.html

Keep corrected MCP arguments consistent and preserve answer editing state

2026-10-26 21:25:15 +08:00

ai_results.html

Canvas receipts: a prompt change shows the tags taken out and put in, with their meanings

2026-10-22 15:47:44 +08:00

ai_side.html

feat(ai): show stage content count and unread indicator

2026-10-25 00:42:24 +08:00

ai_stage_layout.mjs

AI workbench: redraw only the steps that changed; diagrams read in order

2026-10-21 00:06:51 +08:00

ai_task_status.mjs

AI workbench: confirmed execution status header, bounded run_workflow wait, and track_run

2026-10-22 22:26:35 +08:00

ai_task_view.mjs

feat(ai): collect task outputs in a results side panel

2026-10-24 21:08:36 +08:00

ai_text_format.mjs

The AI replies in Anomalous: report(reply_to) and laid-out notes

2026-10-22 21:15:43 +08:00

ai_toolbox_data.mjs

Materials window, redone: cards, sources, details, and no waiting

2026-10-22 19:46:31 +08:00

audio_engines.mjs

Reference audio editor: every clip listed, main and auxiliary references

2026-10-20 12:52:19 +08:00

audio_node_targets.mjs

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

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

audio_script_rules.mjs

Voice-over: several characters in one script

2026-10-17 22:53:03 +08:00

canvas_build.mjs

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

2026-10-24 15:20:20 +08:00

canvas_menu_settings.mjs

Canvas right-click menus: AMB's entries, set in Settings -> Canvas

2026-10-19 15:19:43 +08:00

canvas_roles.mjs

Ways panel: blocks as data files, a switch each, greyed when something is missing

2026-10-27 02:40:51 +08:00

canvas_undo.mjs

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

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

canvas_wiring.mjs

Blocks: LanPaint repaint, upscale, tiled upscale, pose and depth ControlNets

2026-10-27 02:01:09 +08:00

combo_slots.mjs

Combos keep every picked node, not only model and text nodes

2026-10-08 02:39:44 +08:00

combo_title.mjs

Combos kept from a picture show it and get a telling name

2026-10-19 15:06:32 +08:00

detached_graph.mjs

Clear detached graphs after reading them (prompt boxes left on the page)

2026-10-25 19:25:28 +08:00

download_places.mjs

Import dropped model files into the right folders; version labels; settings tabs

2026-10-08 21:07:43 +08:00

floating_trigger_position.mjs

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

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

graph_splice.mjs

Guide the AI with fewer detours and guesses

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

isolated_layout.py

Tests: side files beside the model whatever this computer chose

2026-10-19 01:54:05 +08:00

lora_nodes.mjs

Combos put LoRAs in rgthree's Power Lora Loader or Easy-Use's LoRA stack

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

material_inspector_lazy.mjs

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

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

material_prompt_cross_node.mjs

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

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

mcp_canvas_brief.mjs

feat(mcp): add typed auto-wiring and compact workflow context

2026-10-24 09:53:22 +08:00

mcp_fill.mjs

Set any node's settings by name instead of growing the list of blanks

2026-10-24 15:13:07 +08:00

mcp_run.mjs

Guide the AI with fewer detours and guesses

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

mcp_task_tab.mjs

Fix task canvas ownership and exact message references

2026-10-23 16:15:12 +08:00

model_bases.mjs

Models page tabs, base model filter, Tidy tab redone with covers

2026-10-08 23:02:00 +08:00

node_material_actions.mjs

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

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

node_parameter_sets.mjs

Current node says which set was last put into the node

2026-10-11 18:04:35 +08:00

param_compare.mjs

Key parameters and parameter sets in view

2026-10-10 19:56:14 +08:00

prompt_boxes.mjs

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

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

prompt_tags.mjs

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

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

quick_search.mjs

Quick search on the canvas (Alt+B)

2026-10-19 15:34:41 +08:00

recipe_all_in_one_compatibility.mjs

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

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

recipe_focus.mjs

Focus values: mark what matters most in a workflow

2026-10-11 01:03:40 +08:00

recipe_parser_roundtrip.mjs

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

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

recipe_provenance_roundtrip.mjs

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

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

sampler_inputs.mjs

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

2026-10-19 20:37:46 +08:00

scan_progress_smoke.mjs

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

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

script_cast.mjs

Voice-over: several characters in one script

2026-10-17 22:53:03 +08:00

script_drafts.mjs

Voice-over: a drafts box

2026-10-20 05:01:26 +08:00

script_tune.mjs

Voice-over: three layers, whole script / character / line, and a draft

2026-10-20 04:21:00 +08:00

share_code.mjs

feat(share): short AMB2 share codes, one dialog to share and import

2026-10-06 23:22:11 +08:00

shell_open_rules.mjs

Open where the selected node is; number keys for the rail's pages

2026-10-07 16:43:53 +08:00

test_activity_log.py

Canvas receipts: a prompt change shows the tags taken out and put in, with their meanings

2026-10-22 15:47:44 +08:00

test_ai_decisions.py

Key decisions stay in Anomalous

2026-10-23 15:39:07 +08:00

test_ai_gates.py

Make tools easier to get right on the first call, from a Flash exam

2026-10-26 16:24:58 +08:00

test_ai_handoff_edges.py

Keep half-typed answers: no auto-pick over them, no wipe on redraw

2026-10-26 19:02:46 +08:00

test_ai_marks.py

Ready-made blocks the AI names and Anomalous builds, spliced in

2026-10-27 00:57:50 +08:00

test_ai_message_refs.py

Dock the message box at the foot of the task like a chat composer

2026-10-23 21:11:10 +08:00

test_ai_outside.py

Show what changed outside Anomalous while an AI works

2026-10-24 03:16:28 +08:00

test_ai_panels.py

Guide the AI with fewer detours and guesses

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

test_ai_repaint.py

Let the AI agree on the repaint area with the user first

2026-10-26 02:02:50 +08:00

test_ai_run_map.py

Show what the task needs now over the message box; take dropped and pasted pictures

2026-10-23 21:24:48 +08:00

test_ai_run_tracking.py

Make tools easier to get right on the first call, from a Flash exam

2026-10-26 16:24:58 +08:00

test_ai_run_watch.py

Run control: stop a run, see its console, time left, VRAM and size warnings; materials as a side panel

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

test_ai_task_canvas.py

Fix task canvas ownership and exact message references

2026-10-23 16:15:12 +08:00

test_ai_task_links.py

Tasks remember the task they go on from

2026-10-23 15:46:20 +08:00

test_ai_task_runs.py

Tags from a picture, run words to the AI, colour matching after upscales

2026-10-27 03:31:04 +08:00

test_ai_tasks.py

Keep what the AI shows right after done in that task

2026-10-27 01:20:30 +08:00

test_ai_toolbox.py

Tell the AI what loads a model, file model patches right, add gallery pictures to messages

2026-10-23 19:50:57 +08:00

test_audio_catalog.py

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

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

test_backend_names.py

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

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

test_backup.py

Tests: side files beside the model whatever this computer chose

2026-10-19 01:54:05 +08:00

test_card_images.py

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

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

test_civitai_hosts.py

Civitai: ask civitai.red when civitai.com does not answer

2026-10-16 19:49:29 +08:00

test_file_identity.py

Scans name damaged model files instead of calling them unknown

2026-10-11 03:35:23 +08:00

test_image_search.py

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

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

test_kept_images.py

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

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

test_listing_indices.py

Videos in the gallery: All / Pictures / Videos, formats in Settings, fixes

2026-10-13 14:27:48 +08:00

test_local_guard.py

Remote chip: the line to paste into the server's terminal, with Copy

2026-10-16 18:29:51 +08:00

test_material_browsing.py

Current node: where saved values came from, their picture, side by side

2026-10-11 17:41:23 +08:00

test_material_details.py

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

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

test_mcp_argument_receipts.py

Keep corrected MCP arguments consistent and preserve answer editing state

2026-10-26 21:25:15 +08:00

test_mcp_canvas_edit.py

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

2026-10-24 15:20:20 +08:00

test_mcp_directory.py

Remove the daily tool set: AI apps get every tool

2026-10-26 15:01:28 +08:00

test_mcp_fill.py

Set any node's settings by name instead of growing the list of blanks

2026-10-24 15:13:07 +08:00

test_mcp_look.py

Give the AI a closer look and a run's previews, so it need not script pictures

2026-10-24 01:21:27 +08:00

test_mcp_model_use.py

Tell the AI what loads a model, file model patches right, add gallery pictures to messages

2026-10-23 19:50:57 +08:00

test_mcp_situation.py

feat(mcp): add typed auto-wiring and compact workflow context

2026-10-24 09:53:22 +08:00

test_mcp.py

Correct a needed argument only from a known other name

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

test_model_advice.py

Guide the AI with fewer detours and guesses

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

test_model_download.py

Model Check: ComfyUI-Manager's place in the rules

2026-10-19 23:08:29 +08:00

test_model_folder.py

Merge feature/next: models that are links, taken as named

2026-10-16 21:18:31 +08:00

test_model_import.py

Add "Change type" for a model, and check copies at start, middle and end

2026-10-23 21:44:59 +08:00

test_model_layers.py

Tests: side files beside the model whatever this computer chose

2026-10-19 01:54:05 +08:00

test_model_links.py

Scans ask when Civitai cannot be reached; linked models keep outside info

2026-10-16 22:21:57 +08:00

test_model_paths_linked.py

Quick search on the canvas (Alt+B)

2026-10-19 15:34:41 +08:00

test_model_placement.py

Add "Change type" for a model, and check copies at start, middle and end

2026-10-23 21:44:59 +08:00

test_model_sidecars.py

Tidier model folders: side files in a hidden .amb, no duplicate covers

2026-10-19 00:54:28 +08:00

test_model_usage.py

Tidy: "I still use it" for node packs no record can judge

2026-10-14 21:59:50 +08:00

test_net_proxy.py

Settings -> Network: a proxy for the plugin, and why Civitai cannot be reached

2026-10-14 20:10:34 +08:00

test_network_check.py

Civitai: ask civitai.red when civitai.com does not answer

2026-10-16 19:49:29 +08:00

test_node_material.py

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

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

test_physical_rename_policy.py

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

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

test_prompt_plans.py

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

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

test_quick_index.py

Quick search on the canvas (Alt+B)

2026-10-19 15:34:41 +08:00

test_recipe_model_references.py

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

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

test_recipe_roundtrip.py

Current node: where saved values came from, their picture, side by side

2026-10-11 17:41:23 +08:00

test_recycle_bin.py

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

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

test_reference_blocks.py

Tags from a picture, run words to the AI, colour matching after upscales

2026-10-27 03:31:04 +08:00

test_run_refusal.py

Guide the AI with fewer detours and guesses

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

test_scan_kept.py

Scan page: last counts at once, headers kept on disk, found models listed

2026-10-16 22:43:44 +08:00

test_scan_report.py

Tests: a model note is cut only past the receipt's new 2000-character limit

2026-10-22 15:51:56 +08:00

test_scan_retry.py

Tests: side files beside the model whatever this computer chose

2026-10-19 01:54:05 +08:00

test_scanner_recovery.py

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

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

test_storage_reliability.py

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

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

test_studio_categories.py

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

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

test_tool_budget.py

Take a misnamed needed argument as meant; second Flash exam

2026-10-26 20:23:03 +08:00

test_translation.py

Settings: a DeepL key for prompt translation

2026-10-07 03:19:25 +08:00

test_tts_version.py

Update Anomalous_TTS from GPT-SoVITS Settings

2026-10-17 13:08:10 +08:00

test_type_models.py

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

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

test_version_manager.py

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

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

third_party_loras.mjs

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

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

tts_import_groups.mjs

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

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

tts_presets_api.mjs

Voice-over: a shorter mode area, and listening names the line it reads

2026-10-17 21:52:36 +08:00

tts_setup_api.mjs

Show the GPT-SoVITS model version on character cards; v3/v4/v5 imports

2026-10-17 12:29:25 +08:00

tts_voice_refs.mjs

Reference audio editor: every clip listed, main and auxiliary references

2026-10-20 12:52:19 +08:00

ui_map.mjs

Make the AI's questions and the waiting page say what to press

2026-10-26 03:54:20 +08:00