Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/ironbee-ai/ironbee-devtools-skills/ironbee-android-devtools-clinpx skills add ironbee-ai/ironbee-devtools-skills --skill ironbee-android-devtools-cligit clone --depth 1 https://github.com/ironbee-ai/ironbee-devtools-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ironbee-ai/ironbee-devtools-skills/ironbee-android-devtools-cli)<a href="https://agentmods.dev/skills/ironbee-ai/ironbee-devtools-skills/ironbee-android-devtools-cli"><img src="https://agentmods.dev/badge/skills/ironbee-ai/ironbee-devtools-skills/ironbee-android-devtools-cli.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00203 | $0.03934 |
| Opus 5 | $0.00102 | $0.01967 |
| Sonnet 5 | $0.00041 | $0.00787 |
| Haiku 4.5 | $0.00020 | $0.00393 |
Grade A, and why
ironbee-android-devtools-cli scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 264 lines — stays where its author put it; the contents beside it link to each section on GitHub.
IronBee Android DevTools CLI
Command-line interface for driving an Android emulator over a single bridge — adb. Part of IronBee DevTools. Collects the same data categories as the other platforms — screenshots, video, logs (logcat), the UI/accessibility tree, and performance metrics — and drives the UI via taps, swipes, key events, text input, and deep links.
It also captures HTTP(S) traffic in-process via a Frida OkHttp hook — no proxy, no CA install, certificate pinning bypassed — and can mock or intercept those requests and pin a W3C trace id across the app's API calls. This path covers OkHttp-based stacks (React Native/Expo, Retrofit, Android HttpURLConnection) over HTTP/1.1 and HTTP/2; native / Flutter / Cronet are not covered. It provisions frida-server on first use, so it needs a rootable emulator image (Google APIs or AOSP — not a Play Store image).
Scope: Android emulator only. Physical devices and on-device debugging (tracepoints/logpoints/etc.) are out of scope. For browser UIs use ../ironbee-browser-devtools-cli/SKILL.md; for Node.js processes use ../ironbee-node-devtools-cli/SKILL.md; for server APIs use ../ironbee-backend-devtools-cli/SKILL.md.
Installation
# Install this skill (skills.sh)
npx skills add ironbee-ai/ironbee-devtools-skills
# Install the CLI binary (same package as the rest of IronBee DevTools)
npm install -g @ironbee-ai/devtools
Requires Node.js >= 22.16.0 (engines.node in the package): the backend db domain's SQLite engine and the FTS5 scenario-search strategy run on Node's built-in node:sqlite, which replaced the last native dependency.
You also need the Android SDK with adb (and emulator for managed mode). The CLI resolves them from ANDROID_HOME / ANDROID_SDK_ROOT or the OS-default SDK location (macOS ~/Library/Android/sdk, Windows %LOCALAPPDATA%\Android\Sdk, Linux ~/Android/Sdk). Override with ANDROID_ADB_PATH / ANDROID_EMULATOR_PATH if they live elsewhere.
What ships with it
12 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/a11y.md 1.7 KB
- references/content.md 2.7 KB
- references/device.md 3.8 KB
- references/execute.md 5.0 KB
- references/figma.md 1.5 KB
- references/interaction.md 6.3 KB
- references/jira.md 11 KB
- references/linear.md 12 KB
- references/o11y.md 16 KB
- references/scenario.md 31 KB
- references/stub.md 3.3 KB
- references/sync.md 1.1 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 264 lines · 0 tokens per session scan A a8037ddfe3e9
ironbee-android-devtools-cli is a skill published in the GitHub repository ironbee-ai/ironbee-devtools-skills (3 stars, last pushed 1mo ago), licensed MIT. It adds 203 tokens to every session and 3,934 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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