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Robot Actions — Remote Device Control

android_mjpeg_screenshot

PREFERRED fast screenshot of an Android device via the ALREADY-RUNNING shared video stream. Returns a single JPEG frame decoded from the live video stream — no fresh full-resolution screen grab is spawned. Use this for routine per-action screen checks; it is much faster than device_screenshot, so make it your default for iterating on a flow. Image is captured at the device physical resolution (the stream is never downscaled), so pixel positions match device_tap coords 1:1 — same invariant device_screenshot promises. Reserve device_screenshot for when you need the bundled labeled-elements list or a full-fidelity image. Image-only (no page-source bundling) to keep this call fast.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
udidYesDevice serial number (UDID)

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden, and it does well: it reveals that the image is captured at physical resolution, never downscaled, and pixel positions match device_tap coords, plus image-only returns to keep the call fast. It also implies the prerequisite that the stream must already be running. However, it does not explicitly state what happens if the stream is not running or the output encoding, but it covers the key behavioral tradeoffs.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is moderately sized but front-loaded with 'PREFERRED fast screenshot' and every sentence adds distinct value: performance rationale, resolution invariance, and alternative guidance. It is not overly verbose, though it could be slightly tightened. It earns a 4, not a 5, because there is some redundancy around 'faster' and 'fast' and the 'PREFERRED' emphasis is repeated thematically.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has only one parameter, no output schema, and no annotations, the description effectively covers the essential context: what it returns (a JPEG frame), the resolution guarantee, and when to use the alternative. It does not specify the exact return representation (e.g., base64 vs binary) or error behavior if the stream is not running, which would make it fully complete, but it is quite thorough for a simple screenshot tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema already fully documents the single parameter 'udid' with 'Device serial number (UDID)' (100% coverage). The description does not add any extra meaning beyond that, so the baseline of 3 is appropriate; the schema is sufficient.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description explicitly says 'PREFERRED fast screenshot of an Android device via the ALREADY-RUNNING shared video stream' and 'Returns a single JPEG frame decoded from the live video stream — no fresh full-resolution screen grab is spawned.' This clearly identifies the specific verb (screenshot), resource (Android device), and mechanism (video stream), and distinguishes it from device_screenshot. The purpose is unmistakable.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives direct usage direction: 'Use this for routine per-action screen checks; it is much faster than device_screenshot, so make it your default for iterating on a flow.' It also explicitly reserves device_screenshot for cases needing 'the bundled labeled-elements list or a full-fidelity image.' This is an explicit when-to-use and when-not-to-use with a named alternative.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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TDQS

B3.1/5.0
Disambiguation2/5

The set contains near-identical duplicate families: web_* and playwright_* expose ~15 pairs of the same desktop-grid-browser operations (web_get_text/playwright_get_text, web_reload/playwright_reload), and screenshot/log/network/mock capabilities each have 5-8 entry points (device_screenshot vs android_mjpeg_screenshot vs ios_screenshot vs ios_fast_screenshot vs web_screenshot vs webpage_screenshot vs session_screenshot). Many individual descriptions carefully draw boundaries (devtools vs traffic, HID vs session), but an agent cannot reliably distinguish web_* from playwright_*, and ios_screenshot/ios_fast_screenshot/ios_mjpeg_screenshot blur together.

Naming Consistency2/5

The prefix scheme is broken: Android functionality is split arbitrarily between android_* and device_* (device_screenshot vs android_mjpeg_screenshot), the desktop browser gets two parallel prefixes (web_* and playwright_*), and verbs vary across equivalents (device_navigate_url vs web_navigate vs ios_safari_navigate). session_* uses bare verbs (session_url, session_back), and the same concept gets different names (ios_clipboard_get_hid vs ios_get_pasteboard; device_screen vs ios_orientation).

Tool Count1/5

333 tools is an extreme count by any measure — far beyond the 50+ threshold — and much of the bulk is duplicative (the web_*/playwright_* pairs alone double ~15 slots) or out-of-scope for a device-control server (TestRail, Jira, AzDO, agent memory, secret variables, feedback). Even granting that remote device control + test automation is a broad domain, this surface will devastate agent context budgets and is impossible to navigate coherently.

Completeness4/5

The core device-control and test-automation domain is remarkably thorough: Android and iOS each have full interaction, app-lifecycle, file, network/proxy, performance, crash, accessibility, recording, and replay coverage, with CRUD lifecycles for flows, suites, app uploads, TestRail cases, and visual-review baselines. Minor gaps exist at the margins — Jira/AzDO lack update/transition/comment operations, and iOS cannot open/close tabs — but the central workflows have no dead ends.

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