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app-agent

Routes AppAgent setup, exploration, and deployment workflows for Android-device task automation.

Skill by VectorSpaceLab

IndexedMIT★ 341
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/vectorspacelab-app-agent

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Routes AppAgent setup, exploration, and deployment workflows for Android-device task automation.

Use cases: productivity, agent-building

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
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Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/app-agent

What's inside

Skill name
app-agent
Description
Routes AppAgent setup, exploration, and deployment workflows for Android-device task automation.
License
MIT
Metadata
disco-role: operating
Instructions
72 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (17)

  • SKILL.md
  • api-reference.md · references/
  • configuration.md · references/
  • repo-provenance.md · references/
  • repo-routing-metadata.json · references/
  • setup.md · references/
  • troubleshooting.md · references/
  • workflows.md · references/
  • check_setup.py · scripts/
  • SKILL.md · sub-skills/deployment/
  • troubleshooting.md · sub-skills/deployment/references/
  • workflows.md · sub-skills/deployment/references/
  • start_deployment.py · sub-skills/deployment/scripts/
  • SKILL.md · sub-skills/exploration/
  • troubleshooting.md · sub-skills/exploration/references/
  • workflows.md · sub-skills/exploration/references/
  • start_exploration.py · sub-skills/exploration/scripts/

SKILL.md (first lines)

# AppAgent

AppAgent operates Android apps through ADB, screenshot/XML capture, multimodal model calls, and generated UI documentation.

Use this skill when the task is about:
- installing or validating the AppAgent runtime prerequisites,
- generating UI documentation through autonomous exploration or human demonstration,
- running AppAgent against a documented app in deployment mode,
- debugging model/config/device issues in a local checkout.

## First read
- `references/setup.md` for Python, `adb`, device/emulator, and config prerequisites.
- `references/configuration.md` for the `config.yaml` keys and backend selection rules.
- `references/workflows.md` for the high-level exploration/deployment output layout.
- `references/troubleshooting.md` for the most common failures and recovery steps.
- `references/api-reference.md` when you need exact helper signatures or parser behavior.

## Quick preflight
Use the bundled checker before launching a real device session:
- `scripts/check_setup.py --repo-root <AppAgent checkout>`
- `scripts/check_setup.py --repo-root <AppAgent checkout> --skip-adb` when you only want Python/config validation.

The checker is read-only. It confirms imports, config keys, and whether `adb` is on `PATH`.

## Route map

### Setup and readiness
Use the setup references and `scripts/check_setup.py` when the request is about:
- installing dependencies,
- editing `config.yaml`,
- choosing OpenAI versus Qwen,
- connecting a phone or emulator,
- deciding where generated `apps/` and `tasks/` folders should live.

### Exploration
Use `sub-skills/exploration/SKILL.md` when the request is about:
- autonomous exploration,
- human demonstration capture,
- generating or refining UI docs,
- understanding the output under `apps/<app>/auto_docs/` or `apps/<app>/demo_docs/`.

The exploration launcher lives at:
- `sub-skills/exploration/scripts/start_exploration.py`

### Deployment
Use `sub-skills/deployment/SKILL.md` when the request is about:
- running a task against an app that already has docs,
- selecting between auto and demo docs,
- interpreting task logs and deployment outcomes,
- handling no-doc fallback decisions.

The deployment launcher lives at:
- `sub-skills/deployment/scripts/start_deployment.py`

## Common operating assumptions
- AppAgent expects a live Android device or emulator plus `adb`.
- The repo stores generated outputs under `apps/` and `tasks/` relative to the chosen `root_dir`.
- The repository is script-driven; the helpers and references in this skill are the public runtime contract.
- YAML config values are the effective source of truth for runtime settings.

## If something fails
- Check `references/troubleshooting.md` first.
- If the device is unavailable, fix the host/device layer before retrying the Python checks.
- If the multimodal backend or parser fails, inspect the raw logs in the generated `tasks/` or `apps/<app>/demos/` tree.
- If grid swipes behave oddly, remember the current precise-swipe bug and prefer the safer path until it is patched.

## What this skill does not do
- It does not train a new model.
- It does not replace the user's Android device or emulator.
- It does not assume the repo checkout is packaged as an installable Python distribution.

From VectorSpaceLab/AREX-Skill, MIT.

More from VectorSpaceLab/AREX-Skill

Signals

Stars
341
Forks
26
Open issues
0
Last commit (this folder)
Aug 26, 2026 (2 months ago)
Last release
Sep 2, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from VectorSpaceLab

Cite this page

app-agent skill. Agent Mart. https://agentmart.dev/skills/vectorspacelab-app-agent (last updated 2026-10-24)