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anyfn
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Initial release: anyfn v0.1.0
Make every Android app agent-ready in 60 seconds. No code changes. No SDK. - Scanner: AccessibilityService + UI tree extraction + LLM-powered function inference - Invoker: UI Automator-based replay with structured error recovery - Bridge: embedded Ktor MCP server (WebSocket/HTTP/SSE) + Android 16 AppFunctions exporter - UI: Jetpack Compose, Material 3, dark-first - Docs: full Docusaurus-ready content (getting-started, guides, how-it-works, safety, api-reference) - 5 worked examples (TikTok, WhatsApp, Spotify, cross-app chain, Grab) - Marketing site (Next.js 14) - 7 launch artifacts (demo script, HN, X thread, LinkedIn, Medium, KOL outreach, press kit) - CI: build, lint, test, release workflows
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‎.editorconfig‎

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root = true
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[*]
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charset = utf-8
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end_of_line = lf
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indent_style = space
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indent_size = 4
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insert_final_newline = true
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trim_trailing_whitespace = true
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max_line_length = 120
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[*.{kt,kts}]
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ij_kotlin_allow_trailing_comma = true
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ij_kotlin_allow_trailing_comma_on_call_site = true
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[*.{json,yml,yaml,md,tsx,ts,js,jsx}]
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indent_size = 2
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[Makefile]
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indent_style = tab
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[*.md]
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trim_trailing_whitespace = false

‎.github/FUNDING.yml‎

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github: [anyfn]
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open_collective: anyfn
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custom: ['https://anyfn.dev/sponsor']

‎.github/ISSUE_TEMPLATE/bug_report.md‎

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---
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name: Bug report
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about: Something is wrong inside anyfn itself
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title: "[bug] "
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labels: bug
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assignees: ''
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---
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## What happened
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A short, clear description.
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## Steps to reproduce
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1. ...
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2. ...
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3. ...
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## What you expected
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...
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## Environment
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- anyfn version: (Settings → About)
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- Android version:
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- Device model:
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- Target app + version (if relevant):
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- LLM backend: Anthropic / Gemini Nano
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## Logs
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```
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adb logcat -d -s anyfn:* AccessibilityService:* > anyfn.log
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```
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Paste the relevant section here. Redact API keys.
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## Screen recording
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A 5–10 second clip helps a lot. GitHub accepts `.mp4` and `.gif` drops directly into the issue body.

‎.github/ISSUE_TEMPLATE/feature_request.md‎

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---
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name: Feature request
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about: An idea for anyfn itself (not a specific app)
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title: "[feature] "
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labels: enhancement
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assignees: ''
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---
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## The problem
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What can't you do today? Concrete scenario, please — "agents on Android are hard" is too abstract to act on.
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## The proposal
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What you'd like anyfn to do. Sketches, pseudocode, or screenshots all welcome.
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## Alternatives considered
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Anything you tried first, and why it didn't work.
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## Scope check
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- [ ] This does not require running unauthenticated remote code.
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- [ ] This does not introduce telemetry or analytics.
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- [ ] This works without modifying target apps' source.

‎.github/ISSUE_TEMPLATE/new_app_support.md‎

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---
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name: New app support
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about: anyfn doesn't yet handle a specific app well — let's fix that
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title: "[app] "
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labels: app-support
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assignees: ''
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---
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## The app
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- Name:
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- Package: (e.g. `com.zhiliaoapp.musically`)
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- Version:
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- Country / locale (UI varies by region):
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## What you wanted to do
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The function as you'd phrase it to an agent. Example:
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> "Search TikTok for 'sunset' and save the top 3 videos to my favourites."
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## What happened on scan
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- [ ] anyfn failed to launch the app
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- [ ] anyfn launched but the inference returned zero functions
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- [ ] anyfn returned functions but their schemas are wrong
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- [ ] anyfn returned the right schemas but invocation fails
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## Dumps
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Run a scan with debug mode on (Settings → Debug → Dump UI trees), then attach:
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```bash
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adb pull /sdcard/Android/data/dev.anyfn/files/dumps/<package>.json
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```
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Attach the JSON here. Redact anything personal.
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## Invocation log
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If invocation was attempted:
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```bash
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adb logcat -d -s anyfn:* > anyfn.log
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```
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Paste the relevant section.
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## Notes
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Anything else worth knowing — region-locked UI, A/B-tested screens, login walls, etc.

‎.github/PULL_REQUEST_TEMPLATE.md‎

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## What this PR does
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One-line summary.
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## Why
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The problem it solves, or the issue it closes. Link issues with `Closes #N`.
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## How
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Brief design notes for the reviewer. What changed, what didn't, what you ruled out.
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## Screenshots / recording
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For UI changes, drop a screenshot or a 5-second `.mp4`.
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## Checklist
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- [ ] `./gradlew lint test assembleDebug` passes locally
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- [ ] Added or updated a unit test
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- [ ] Updated docs if user-facing behaviour changed
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- [ ] No new dependencies (or justified in the description)
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- [ ] No telemetry / network beacons of any kind
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- [ ] Commits follow Conventional Commits

‎.github/workflows/android-build.yml‎

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name: android-build
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on:
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push:
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branches: [main]
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pull_request:
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branches: [main]
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workflow_dispatch:
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permissions:
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contents: read
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jobs:
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build:
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runs-on: ubuntu-latest
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timeout-minutes: 30
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steps:
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- uses: actions/checkout@v4
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- name: Set up JDK 17
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uses: actions/setup-java@v4
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with:
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distribution: temurin
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java-version: '17'
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- name: Set up Gradle
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uses: gradle/actions/setup-gradle@v3
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with:
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cache-read-only: ${{ github.ref != 'refs/heads/main' }}
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- name: Assemble debug APK
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working-directory: android
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run: ./gradlew :app:assembleDebug --stacktrace
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- name: Assemble release APK (unsigned)
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working-directory: android
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run: ./gradlew :app:assembleRelease --stacktrace
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- name: Upload debug APK
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uses: actions/upload-artifact@v4
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with:
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name: anyfn-debug-${{ github.sha }}
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path: android/app/build/outputs/apk/debug/*.apk
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retention-days: 14
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- name: Upload release APK
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uses: actions/upload-artifact@v4
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with:
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name: anyfn-release-unsigned-${{ github.sha }}
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path: android/app/build/outputs/apk/release/*.apk
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retention-days: 14

‎.github/workflows/lint.yml‎

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name: lint
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on:
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push:
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branches: [main]
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pull_request:
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branches: [main]
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permissions:
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contents: read
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jobs:
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ktlint-detekt:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-java@v4
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with:
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distribution: temurin
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java-version: '17'
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- uses: gradle/actions/setup-gradle@v3
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- name: ktlint
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working-directory: android
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run: ./gradlew ktlintCheck --stacktrace
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- name: detekt
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working-directory: android
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run: ./gradlew detekt --stacktrace

‎.github/workflows/release.yml‎

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name: release
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on:
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push:
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tags:
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- 'v*'
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permissions:
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contents: write
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jobs:
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release:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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with:
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fetch-depth: 0
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- uses: actions/setup-java@v4
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with:
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distribution: temurin
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java-version: '17'
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- uses: gradle/actions/setup-gradle@v3
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- name: Decode keystore
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if: env.SIGNING_KEYSTORE_BASE64 != ''
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env:
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SIGNING_KEYSTORE_BASE64: ${{ secrets.SIGNING_KEYSTORE_BASE64 }}
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run: echo "$SIGNING_KEYSTORE_BASE64" | base64 -d > android/app/release.keystore
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- name: Build signed release APK
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working-directory: android
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env:
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SIGNING_KEYSTORE_PATH: release.keystore
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SIGNING_KEY_ALIAS: ${{ secrets.SIGNING_KEY_ALIAS }}
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SIGNING_STORE_PASSWORD: ${{ secrets.SIGNING_STORE_PASSWORD }}
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SIGNING_KEY_PASSWORD: ${{ secrets.SIGNING_KEY_PASSWORD }}
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run: ./gradlew :app:assembleRelease --stacktrace
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- name: Generate release notes
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run: bash scripts/generate-release-notes.sh "${GITHUB_REF_NAME}" > release-notes.md
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- name: Create GitHub Release
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uses: softprops/action-gh-release@v2
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with:
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name: ${{ github.ref_name }}
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body_path: release-notes.md
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files: |
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android/app/build/outputs/apk/release/*.apk
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draft: false
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prerelease: ${{ contains(github.ref_name, '-') }}

‎.github/workflows/test.yml‎

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name: test
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on:
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push:
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branches: [main]
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pull_request:
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branches: [main]
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permissions:
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contents: read
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jobs:
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unit:
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- uses: actions/setup-java@v4
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with:
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distribution: temurin
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java-version: '17'
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- uses: gradle/actions/setup-gradle@v3
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- name: Unit tests
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working-directory: android
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run: ./gradlew test --stacktrace
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- name: Upload test reports
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if: failure()
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uses: actions/upload-artifact@v4
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with:
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name: unit-test-reports
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path: android/**/build/reports/tests/
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retention-days: 7

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