android-devrel-github-bot
2.7 KiB
Analyzes Android codebases to identify and recommend high-value AppFunctions.
Instructions
Discover features
- Analyze manifest and entry points : Scan
AndroidManifest.xmland Activity, Fragment, and Service classes to identify core user journeys, for example, search, create, or share. - Identify atomic tasks: Look for methods or logic that represent distinct, self-contained user outcomes.
- Evaluate AI value: Prioritize tasks that are frequently used or difficult to navigate using touch UI, but instead be expressed using voice or text, for example "Remind me to call Alice when I get home."
- Recommend and justify: List recommendations with a rationale. Focus on how an AI assistant adds value, such as efficiency, hands-free use, or multi-step automation.
Critical constraints
Tool-first thinking
Avoid recommending functions that are purely informational or redundant with existing system actions. Focus on "mutations" (writing data) or "rich queries" (finding specific entities).
Security and privacy
Don't recommend exposing functions that handle raw credentials, financial secrets, or irreversible destructive actions without explicit user confirmation steps.
Examples
Example 1: Media app discovery
Recommended AppFunction : playArtistRadio
Rationale: Lets you start a personalized music stream using a voice command, bypassing several layers of navigation in the "Search" and "Artist" menus.
Input required : artistName as a String.
Example 2: Chat app contact discovery
Recommended AppFunction : searchContacts
Rationale : Serves as a "rich query" to resolve a human-readable contact name, email, or chat group to a unique identifier (endpointValue), which is a prerequisite before executing actions like sending messages or initiating calls. Also allows retrieving recently contacted entities when given a blank query.
Input required : Query as a String, and Filter Type as a String constrained to "INDIVIDUAL" or "GROUP".
Example 3: Chat app message sending
Recommended AppFunction : send
Rationale: This mutation function lets you send text messages and optional image attachments to a contact or group using natural language commands, for example, "Tell Alice I'm running 5 minutes late." This eliminates multi-step UI navigation across contact lists and conversation threads.
Input required : Endpoint Value as a String, Message Body as a String, and Image URIs as an optional List of URIs.
Example 4: Chat app voice calling
Recommended AppFunction : makeCall
Rationale: Lets you initiate voice calls hands-free to a contact or group using an AI agent without navigating the app's UI.
Input required : endpointValue as a String.