Files
DemonGatanjieu-Anomalous_Mo…/api/action_catalog.py
T
DemonGatanjieuandClaude Opus 5.5 ccbd0a28cf MCP: Anomalous's card in the AI app's conversation, and ready-made prompts
- api/mcp_apps.py + api/mcp_app/task_card.html (MCP Apps, io.modelcontextprotocol/ui): apps that
  support it (Claude, ChatGPT, VS Code…) show Anomalous's own card under begin_task, show_panel,
  report and run_workflow results: the task's steps, latest thumbnails (inline), the AI's open
  questions answered with a click (app_answer, plus a chat message so the AI goes on). The card
  reads through app_task_view; both tools are for the card only (visibility "app"), are never
  steps and never take the user's news. The card never answers a gate: an OK is only given in
  Anomalous, so no tool an AI can reach grants one.
- api/mcp_prompts.py: prompts/list and prompts/get, four ready-made requests (slash commands):
  workbench_task, pick_best, fix_missing_models, explain_canvas.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-22 14:55:48 +08:00

86 lines
4.0 KiB
Python

"""What each thing an AI app can do through Anomalous's MCP endpoint is, in one place.
Every tool (mcp_tools.py reads, mcp_actions.py acts, mcp_task_tools.py the AI's own) has an
entry here: its kind (the AI workbench's colour, words and counts; None = not a step of its
own), the stage of the work it belongs to (the flow over a task: models, combo, prompt,
canvas, run, pictures, voice, library) and its gate (what it touches or costs, for the user's
rules on what needs their OK: canvas, gpu, download, network; None = nothing to guard).
tests/test_action_catalog.py keeps this catalog and the tools in step.
The user's own changes in Anomalous (activity log actions) get stages too, so the ones made
while an AI works sit in the same flow as its steps (ai_tasks.note_activity).
"""
from collections import namedtuple
Entry = namedtuple("Entry", "kind stage gate")
STAGES = ("model", "combo", "prompt", "canvas", "run", "picture", "voice", "library")
GATES = ("canvas", "gpu", "download", "network")
TOOLS = {
# reading
"library_overview": Entry("look", "library", None),
"search_models": Entry("look", "model", None),
"get_model": Entry("look", "model", None),
"scan_report": Entry("look", "library", None),
"search_images": Entry("look", "picture", None),
"get_image_info": Entry("look", "picture", None),
"list_combos": Entry("look", "combo", None),
"list_workflows": Entry("look", "canvas", None),
"list_saved_prompts": Entry("look", "prompt", None),
"search_audio": Entry("look", "voice", None),
"recent_activity": Entry("look", "library", None),
"describe_canvas": Entry("look", "canvas", None),
"check_workflow_models": Entry("look", "model", None),
"download_status": Entry("look", "model", None),
"list_voices": Entry("look", "voice", None),
# acting
"set_prompt": Entry("canvas", "prompt", "canvas"),
"set_model": Entry("canvas", "model", "canvas"),
"add_lora": Entry("canvas", "model", "canvas"),
"place_combo": Entry("canvas", "combo", "canvas"),
"fix_workflow_models": Entry("canvas", "model", "canvas"),
"run_workflow": Entry("run", "run", "gpu"),
"download_missing_models": Entry("download", "model", "download"),
"download_model": Entry("download", "model", "download"),
"scan_models": Entry("scan", "library", "network"),
"speak": Entry("speech", "voice", "gpu"),
"open_in_anomalous": Entry("show", "model", None),
# the AI's own: notes and panels are steps; the rest only steer the task
"report": Entry("note", None, None),
"show_panel": Entry("panel", None, None),
"begin_task": Entry(None, None, None),
"update_panel": Entry(None, None, None),
"get_answers": Entry(None, None, None),
# Anomalous's card in the conversation (mcp_apps.py): its own calls, not the AI's steps
"app_task_view": Entry(None, None, None),
"app_answer": Entry(None, None, None),
}
# Activity log actions (activity_log.py ROUTE_ACTIONS, and "canvas") the user makes in Anomalous
# that belong in the task an AI is working on, with their stage. Downloads, imports, moves, scans
# and backups are left out: an AI's own calls can cause those too.
USER_ACTIONS = {
"canvas": "canvas",
"model_edit": "library", "model_cover": "library", "model_delete": "library",
"recipe_save": "canvas", "recipe_edit": "canvas", "recipe_delete": "canvas", "recipe_restore": "canvas",
"material_save": "prompt", "material_edit": "prompt", "material_delete": "prompt",
"preset_save": "run", "preset_rename": "run", "preset_delete": "run",
"image_delete": "picture", "audio_delete": "voice", "audio_save": "voice", "voice_settings": "voice",
"note_save": "library", "note_delete": "library",
}
def entry(tool, read_only=True):
"""The catalog entry of `tool`; one not listed is a read, or an act when it is not read-only."""
found = TOOLS.get(tool)
if found:
return found
return Entry("look" if read_only else "act", None, None)
def is_step(tool):
"""Whether a call of `tool` is a step of its own in a task."""
return entry(tool).kind is not None