mirror of
https://github.com/NousResearch/hermes-agent.git
synced 2026-06-01 07:01:41 +00:00
`computer_use(action='capture', mode='ax')` returned the full AX element list verbatim in the JSON response. Dense Electron / Obsidian / JetBrains UIs publish 500+ AX nodes (one reproduction in #22865 returned 597 elements against Obsidian), so a single capture could consume enough context to trigger compression failures or render the session unusable. The human-readable `_format_elements` summary is already capped at 40 lines, so the truncation gap was invisible to anyone reading the summary output. Add a `max_elements` argument to the tool schema, default 100, that trims the AX `elements` array. When the cap fires, the response surfaces `total_elements` and `truncated_elements` and appends a "raise max_elements or pass app= to narrow" hint to the summary so the model knows the JSON view is partial and can re-issue with a tighter scope. Validation is centralized in `_coerce_max_elements`: missing / non-integer / sub-1 inputs fall back to the default cap, so the protection can never be silently disabled by a malformed tool-call argument. The cap only affects AX-mode JSON; `mode='som'` and `mode='vision'` keep returning a screenshot + image-aware summary unchanged. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
208 lines
9.4 KiB
Python
208 lines
9.4 KiB
Python
"""Schema for the generic `computer_use` tool.
|
|
|
|
Model-agnostic. Any tool-calling model can drive this. Vision-capable models
|
|
should prefer `capture(mode='som')` then `click(element=N)` — much more
|
|
reliable than pixel coordinates. Pixel coordinates remain supported for
|
|
models that were trained on them (e.g. Claude's computer-use RL).
|
|
"""
|
|
|
|
from __future__ import annotations
|
|
|
|
from typing import Any, Dict
|
|
|
|
|
|
# One consolidated tool with an `action` discriminator. Keeps the schema
|
|
# compact and the per-turn token cost low.
|
|
COMPUTER_USE_SCHEMA: Dict[str, Any] = {
|
|
"name": "computer_use",
|
|
"description": (
|
|
"Drive the macOS desktop in the background — screenshots, mouse, "
|
|
"keyboard, scroll, drag — without stealing the user's cursor, "
|
|
"keyboard focus, or Space. Preferred workflow: call with "
|
|
"action='capture' (mode='som' gives numbered element overlays), "
|
|
"then click by `element` index for reliability. Pixel coordinates "
|
|
"are supported for models trained on them. Works on any window — "
|
|
"hidden, minimized, on another Space, or behind another app. "
|
|
"macOS only; requires cua-driver to be installed."
|
|
),
|
|
"parameters": {
|
|
"type": "object",
|
|
"properties": {
|
|
"action": {
|
|
"type": "string",
|
|
"enum": [
|
|
"capture",
|
|
"click",
|
|
"double_click",
|
|
"right_click",
|
|
"middle_click",
|
|
"drag",
|
|
"scroll",
|
|
"type",
|
|
"key",
|
|
"set_value",
|
|
"wait",
|
|
"list_apps",
|
|
"focus_app",
|
|
],
|
|
"description": (
|
|
"Which action to perform. `capture` is free (no side "
|
|
"effects). All other actions require approval unless "
|
|
"auto-approved. Use `set_value` for select/popup elements "
|
|
"and sliders — it selects the matching option directly "
|
|
"without opening the native menu (no focus steal)."
|
|
),
|
|
},
|
|
# ── capture ────────────────────────────────────────────
|
|
"mode": {
|
|
"type": "string",
|
|
"enum": ["som", "vision", "ax"],
|
|
"description": (
|
|
"Capture mode. `som` (default) is a screenshot with "
|
|
"numbered overlays on every interactable element plus "
|
|
"the AX tree — best for vision models, lets you click "
|
|
"by element index. `vision` is a plain screenshot. "
|
|
"`ax` is the accessibility tree only (no image; useful "
|
|
"for text-only models)."
|
|
),
|
|
},
|
|
"app": {
|
|
"type": "string",
|
|
"description": (
|
|
"Optional. Limit capture/action to a specific app "
|
|
"(by name, e.g. 'Safari', or bundle ID, "
|
|
"'com.apple.Safari'). If omitted, operates on the "
|
|
"frontmost app's window or the whole screen."
|
|
),
|
|
},
|
|
"max_elements": {
|
|
"type": "integer",
|
|
"description": (
|
|
"Optional cap on the AX `elements` array returned by "
|
|
"`action='capture'`. Default 100. Dense UIs (Electron "
|
|
"apps such as Obsidian or VS Code, JetBrains IDEs) can "
|
|
"publish 500+ AX nodes — capping prevents a single "
|
|
"capture from blowing session context. When the cap "
|
|
"trims the response, `total_elements` and "
|
|
"`truncated_elements` are surfaced in the result so "
|
|
"you can re-call with `app=` to narrow scope or raise "
|
|
"`max_elements` when the full tree is required. Has no "
|
|
"effect on `mode='som'` / `mode='vision'` (those return "
|
|
"a screenshot, not the elements array)."
|
|
),
|
|
"minimum": 1,
|
|
},
|
|
# ── click / drag / scroll targeting ────────────────────
|
|
"element": {
|
|
"type": "integer",
|
|
"description": (
|
|
"The 1-based SOM index returned by the last "
|
|
"`capture(mode='som')` call. Strongly preferred over "
|
|
"raw coordinates."
|
|
),
|
|
},
|
|
"coordinate": {
|
|
"type": "array",
|
|
"items": {"type": "integer"},
|
|
"minItems": 2,
|
|
"maxItems": 2,
|
|
"description": (
|
|
"Pixel coordinates [x, y] in logical screen space (as "
|
|
"returned by capture width/height). Only use this if "
|
|
"no element index is available."
|
|
),
|
|
},
|
|
"button": {
|
|
"type": "string",
|
|
"enum": ["left", "right", "middle"],
|
|
"description": "Mouse button. Defaults to left.",
|
|
},
|
|
"modifiers": {
|
|
"type": "array",
|
|
"items": {
|
|
"type": "string",
|
|
"enum": ["cmd", "shift", "option", "alt", "ctrl", "fn"],
|
|
},
|
|
"description": "Modifier keys held during the action.",
|
|
},
|
|
# ── drag ───────────────────────────────────────────────
|
|
"from_element": {"type": "integer",
|
|
"description": "Source element index (drag)."},
|
|
"to_element": {"type": "integer",
|
|
"description": "Target element index (drag)."},
|
|
"from_coordinate": {
|
|
"type": "array",
|
|
"items": {"type": "integer"},
|
|
"minItems": 2, "maxItems": 2,
|
|
"description": "Source [x,y] (drag; use when no element available).",
|
|
},
|
|
"to_coordinate": {
|
|
"type": "array",
|
|
"items": {"type": "integer"},
|
|
"minItems": 2, "maxItems": 2,
|
|
"description": "Target [x,y] (drag; use when no element available).",
|
|
},
|
|
# ── scroll ─────────────────────────────────────────────
|
|
"direction": {
|
|
"type": "string",
|
|
"enum": ["up", "down", "left", "right"],
|
|
"description": "Scroll direction.",
|
|
},
|
|
"amount": {
|
|
"type": "integer",
|
|
"description": "Scroll wheel ticks. Default 3.",
|
|
},
|
|
# ── set_value ──────────────────────────────────────────
|
|
"value": {
|
|
"type": "string",
|
|
"description": (
|
|
"For action='set_value': the value to set on the element. "
|
|
"For AXPopUpButton / select dropdowns, pass the option's "
|
|
"display label (e.g. 'Blue'). For sliders and other "
|
|
"AXValue-settable elements, pass the numeric or string value."
|
|
),
|
|
},
|
|
# ── type / key / wait ──────────────────────────────────
|
|
"text": {
|
|
"type": "string",
|
|
"description": "Text to type (respects the current layout).",
|
|
},
|
|
"keys": {
|
|
"type": "string",
|
|
"description": (
|
|
"Key combo, e.g. 'cmd+s', 'ctrl+alt+t', 'return', "
|
|
"'escape', 'tab'. Use '+' to combine."
|
|
),
|
|
},
|
|
"seconds": {
|
|
"type": "number",
|
|
"description": "Seconds to wait. Max 30.",
|
|
},
|
|
# ── focus_app ──────────────────────────────────────────
|
|
"raise_window": {
|
|
"type": "boolean",
|
|
"description": (
|
|
"Only for action='focus_app'. If true, brings the "
|
|
"window to front (DISRUPTS the user). Default false "
|
|
"— input is routed to the app without raising, "
|
|
"matching the background co-work model."
|
|
),
|
|
},
|
|
# ── return shape ───────────────────────────────────────
|
|
"capture_after": {
|
|
"type": "boolean",
|
|
"description": (
|
|
"If true, take a follow-up capture after the action "
|
|
"and include it in the response. Saves a round-trip "
|
|
"when you need to verify an action's effect."
|
|
),
|
|
},
|
|
},
|
|
"required": ["action"],
|
|
},
|
|
}
|
|
|
|
|
|
def get_computer_use_schema() -> Dict[str, Any]:
|
|
"""Return the generic OpenAI function-calling schema."""
|
|
return COMPUTER_USE_SCHEMA
|