- The daily tool set now also offers tool_help and use_tool, and the
directory marks the tools reached that way; show_panel joins the daily
set. The "lazy" set is gone: a small model spent a third of its calls
looking tools up and never built what it planned.
- Gates window "Waiting for your answer" (1, 3 or 10 minutes): an open
question tells the AI to wait on with get_answers until then, and while
the user types (POST /anomalous/ai_tasks/{id}/typing) until a minute after
the last key. report and show_panel remind the AI to end each round with
ask_user; a question written in a note is pointed to ask_user.
- "Skip this one" is "Your call": the AI decides and does not ask again.
- ComfyUI's own `$$` widgets (the canvas image preview) are no longer
reported to the AI as the user's canvas change.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
find_nodes looks up this ComfyUI's node types (inputs, outputs, choices)
from its own /object_info. new_workflow opens a new tab, blank or built and
laid out from a workflow in API form, never touching the open one;
add_node, connect_nodes, set_values and remove_nodes edit it. Everything is
checked against the nodes before the canvas changes (types, loops, settings,
choices with close matches); each is one Ctrl+Z step, logged as the AI's
and shown under its workbench step. Receipts now show rewiring ("wired":
what feeds an input, before and after). A run ComfyUI refuses reports
ComfyUI's own reason instead of "Prompt execution failed".
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
ComfyUI takes undo steps on mouse-up and key-up; a drag-and-drop ends in
neither, and writes made in click handlers or after a fetch landed in no
step, so Ctrl+Z could undo the step before instead. canvas_history.js asks
for a step after each write (applied values, drops, created or inserted
nodes, recipes, prompt notes).
A drop's receipt also pops up at the top right with Undo (shared with the
receipt's own button); prompt nodes made by a drop on empty canvas can be
undone there. canvas_undo.js keeps what each canvas activity entry did, in
full, while the page is open; the log offers Undo while nothing changed it
since. Entries that removed nodes or rewired existing ones, seeds, and
choices this computer no longer has are never offered.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
A new Activity page on the rail (and the home page's recent list) shows, by day,
what the plugin changed. Record only; undo comes later (AD-018).
- api/activity_log.py keeps the newest 500 entries in the ComfyUI user folder.
A middleware records this plugin's and Anomalous_TTS's write requests after
they succeed (including the 200 + {"status": "error"} style as failure), from
one route table; the log never fails the request it records.
- activity_canvas.js: a press inside Anomalous snapshots the canvas; the next
press or key outside it (or the next press inside) logs the difference, so
every button, drag and dialog that writes nodes is covered and the user's own
edits are not. Opening another workflow is logged as that. <html> carries an
Anomalous class and does not count as the plugin's interface.
- activity_diff.js: pure snapshot and difference; activity_log.js: client and
wording; ui_activity.js: the page (filters, details, find on canvas, clear)
and the home list.
- Tests: tests/activity_diff.mjs, tests/test_activity_log.py (local).
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
