Material 3
hamen/material-3-skill
Implement Google's Material Design 3 (Material You) UI system.
AOSP Part XII — AI & Devices. An agent skill from aospbooks/aosp-internal-book.
Install Aosp AI And Devices
$ npx skills add aospbooks/aosp-internal-book --skill aosp-ai-and-devices -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aospbooks/aosp-internal-book aosp-ai-and-devices --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aospbooks/aosp-internal-book.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agents/_content/parts/ai-and-devices .claude/skills/aosp-ai-and-devices && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "aosp-ai-and-devices" agent skill from https://github.com/aospbooks/aosp-internal-book/tree/main/agents/_content/parts/ai-and-devices into .claude/skills/aosp-ai-and-devices/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aosp-ai-and-devices", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aospbooks/aosp-internal-book/tree/main/agents/_content/parts/ai-and-devicesType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aospbooks/aosp-internal-book --skill aosp-ai-and-devices -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aospbooks/aosp-internal-book aosp-ai-and-devices --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aospbooks/aosp-internal-book.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agents/_content/parts/ai-and-devices .agents/skills/aosp-ai-and-devices && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aosp-ai-and-devices" agent skill from https://github.com/aospbooks/aosp-internal-book/tree/main/agents/_content/parts/ai-and-devices into .agents/skills/aosp-ai-and-devices/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aosp-ai-and-devices", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aospbooks/aosp-internal-book --skill aosp-ai-and-devices -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aospbooks/aosp-internal-book aosp-ai-and-devices --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aospbooks/aosp-internal-book.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agents/_content/parts/ai-and-devices .cursor/skills/aosp-ai-and-devices && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "aosp-ai-and-devices" agent skill from https://github.com/aospbooks/aosp-internal-book/tree/main/agents/_content/parts/ai-and-devices into .cursor/skills/aosp-ai-and-devices/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aosp-ai-and-devices", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aospbooks/aosp-internal-book.git --path agents/_content/parts/ai-and-devices--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aospbooks/aosp-internal-book --skill aosp-ai-and-devices -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aospbooks/aosp-internal-book aosp-ai-and-devices --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aospbooks/aosp-internal-book.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agents/_content/parts/ai-and-devices .gemini/skills/aosp-ai-and-devices && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "aosp-ai-and-devices" agent skill from https://github.com/aospbooks/aosp-internal-book/tree/main/agents/_content/parts/ai-and-devices into .gemini/skills/aosp-ai-and-devices/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aosp-ai-and-devices", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aospbooks/aosp-internal-book aosp-ai-and-devicesInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aospbooks/aosp-internal-book --skill aosp-ai-and-devices -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aospbooks/aosp-internal-book.git skills-src && mkdir -p .github/skills && cp -r skills-src/agents/_content/parts/ai-and-devices .github/skills/aosp-ai-and-devices && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "aosp-ai-and-devices" agent skill from https://github.com/aospbooks/aosp-internal-book/tree/main/agents/_content/parts/ai-and-devices into .github/skills/aosp-ai-and-devices/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aosp-ai-and-devices", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aospbooks/aosp-internal-book --skill aosp-ai-and-devices -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aospbooks/aosp-internal-book aosp-ai-and-devices --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aospbooks/aosp-internal-book.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agents/_content/parts/ai-and-devices .opencode/skills/aosp-ai-and-devices && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "aosp-ai-and-devices" agent skill from https://github.com/aospbooks/aosp-internal-book/tree/main/agents/_content/parts/ai-and-devices into .opencode/skills/aosp-ai-and-devices/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aosp-ai-and-devices", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
aosp-ai-and-devices- GitHub stars
- 139
- Token cost
- ~411 tokens
- SKILL.md length
- 101 words
- Files
- 1
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
AOSP Part XII — AI & Devices. An agent skill from aospbooks/aosp-internal-book.
- Reasoning about on-device ML in AOSP
- SKILL.md covers Chapters in this Part and When to load which chapter
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- The AppFunctions framework for assistant integration
What it does
Aosp AI And Devices is an agent skill from aospbooks/aosp-internal-book. AOSP Part XII — AI & Devices. Use when reasoning about on-device ML in AOSP, NNAPI, the AppFunctions framework for assistant integration, the Computer Control flow, CompanionDeviceManager, or virtual devices (virtual displays/inputs/cameras for cross-device experiences), or the NpuManager module for on-device neural accelerators (model-load admission control, the NDK ANpuBuffer surface, the android.hardware.npu HAL). Chapters 51–53.
Its SKILL.md is about 410 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Frontend & Design, covering Responsive design. It works with Android. The repository describes itself as: The book introduces the internal of AOSP. The licence is Apache-2.0.
When your agent uses it
- Reasoning about on-device ML in AOSP
- The AppFunctions framework for assistant integration
- The Computer Control flow
- CompanionDeviceManager
Example prompts
- “/aosp-ai-and-devices”
What it can do on your machine
Read from SKILL.md and the folder at commit fc0b48b. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Aosp AI And Devices loads about 411 tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 101 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from aospbooks/aosp-internal-book at commit fc0b48b, republished under its Apache-2.0 licence (© aospbooks). 101 words, ~411 tokens.
Download SKILL.mdSave it as
.claude/skills/aosp-ai-and-devices/SKILL.md (or your agent's skills folder).- name
- aosp-ai-and-devices
- description
- AOSP Part XII — AI & Devices. Use when reasoning about on-device ML in AOSP, NNAPI, the AppFunctions framework for assistant integration, the Computer Control flow, CompanionDeviceManager, or virtual devices (virtual displays/inputs/cameras for cross-device experiences), or the NpuManager module for on-device neural accelerators (model-load admission control, the NDK ANpuBuffer surface, the android.hardware.npu HAL). Chapters 51–53.
- metadata.author
- utzcoz
- metadata.version
- 2026.06.24
- metadata.last-updated
- 2026-10-05
AOSP Part XII — AI & Devices
Newer cross-device and assistant-oriented surfaces: on-device ML wiring and the companion-device / virtual-device frameworks.
Chapters in this Part
51-ai-appfunctions.md— on-device ML in AOSP, NNAPI, AppFunctions framework for assistant integration, Computer Control52-companion-virtual-device.md— CompanionDeviceManager, virtual displays/inputs/cameras, cross-device experiences53-npu-manager.md— the NpuManager mainline module for on-device neural accelerators: model-load admission control (budget/turn-taking policies, priorities), the Rust NDK ANpuBuffer/INpuAllocator, the android.hardware.npu HAL, and libwrapfd buffer protection
When to load which chapter
- Question mentions NNAPI, AppFunctions, on-device ML, Computer Control →
51-ai-appfunctions.md - Question mentions CompanionDeviceManager, virtual display, virtual camera, virtual input →
52-companion-virtual-device.md - Question mentions NPU, neural accelerator, NpuManager, ANpuBuffer, model-load scheduling →
53-npu-manager.md
© aospbooks, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in agents/_content/parts/ai-and-devices of aospbooks/aosp-internal-book.
Open the folder on GitHubat commit fc0b48b
Compare with similar skills
Aosp AI And Devices next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Aosp AI And Devices this skillaospbooks/aosp-internal-book | 139 | — | ~411 | Automated safety check: Pass | Apache-2.0 | |
| Material 3hamen/material-3-skill | 1.5k | 2 repos | ~7.8k | Automated safety check: Pass | MIT | |
| Material Design 3 UI/UX Guideskydashnet/material-design-3-ui-skill | 138 | — | ~3k | Automated safety check: Pass | MIT | |
| Adaptivesreichholf/dreamDroid | 116 | 5 repos | ~3.1k | Automated safety check: Pass | GPL-3.0 | |
| Platform ConventionsOwl-Listener/designer-skills | 2.9k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Android Mobile UI DesignModinMobileSTS/SlayTheAmethystModded | 406 | — | ~1k | Automated safety check: Pass | Custom licence |
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Related
Works with
Categories
Questions about Aosp AI And Devices
What does Aosp AI And Devices do?
AOSP Part XII — AI & Devices. An agent skill from aospbooks/aosp-internal-book. Aosp AI And Devices is an agent skill from aospbooks/aosp-internal-book. AOSP Part XII — AI & Devices.
When should I use Aosp AI And Devices?
Aosp AI And Devices fits situations like: reasoning about on-device ML in AOSP; the AppFunctions framework for assistant integration; the Computer Control flow; companionDeviceManager.
How do I install Aosp AI And Devices in Claude Code?
Run `npx skills add aospbooks/aosp-internal-book --skill aosp-ai-and-devices -a claude-code`. Or copy the skill folder (agents/_content/parts/ai-and-devices in aospbooks/aosp-internal-book) into .claude/skills/aosp-ai-and-devices in your project. Claude Code loads it when a task matches its description.
How do I install Aosp AI And Devices in Codex?
Run `npx skills add aospbooks/aosp-internal-book --skill aosp-ai-and-devices -a codex`. Or copy the skill folder (agents/_content/parts/ai-and-devices in aospbooks/aosp-internal-book) into .agents/skills/aosp-ai-and-devices in your project. Codex loads it when a task matches its description.
Can I use Aosp AI And Devices in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aospbooks/aosp-internal-book --skill aosp-ai-and-devices -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aosp-ai-and-devices, .gemini/skills/aosp-ai-and-devices, .github/skills/aosp-ai-and-devices and .opencode/skills/aosp-ai-and-devices in your project.
What does Aosp AI And Devices need to run?
SKILL.md names no scripts, command-line tools or credentials: Aosp AI And Devices is instructions for the agent only.
Does Aosp AI And Devices access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Aosp AI And Devices safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Aosp AI And Devices use?
Aosp AI And Devices is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Aosp AI And Devices use?
About 411 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Aosp AI And Devices?
Skills that share tags, products or a category with Aosp AI And Devices: Material 3 (hamen/material-3-skill, 1.5k stars), Material Design 3 UI/UX Guide (skydashnet/material-design-3-ui-skill, 138 stars), Adaptive (sreichholf/dreamDroid, 116 stars) and Platform Conventions (Owl-Listener/designer-skills, 2.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aosp AI And Devices?
aospbooks (a GitHub organization) maintains it in aospbooks/aosp-internal-book, which has 139 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 5, 2026.
Source: aospbooks/aosp-internal-book on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.