software-android-runtime-debugging SKILL.md skillA
software-android-runtime-debugging from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vasilyu1983/ai-agents-public/software-android-runtime-debugging@v1.1Pins v1.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vasilyu1983/ai-agents-public
- Path
skills/universal/software-android-runtime-debugging/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1, committed Oct 5, 2026
- Size
- 19,723 bytes
- Repository stars
- 101
- License
- MIT
Build/install/launch proof, ANR/jank/memory triage, and stale-build debugging for native Android apps. Use when runtime truth, performance, or crash root cause is in doubt.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Native Android Runtime Debugging Use this skill when the core problem is not app architecture or visual design, but runtime truth: did the current APK/AAB build, install, launch, and render on the intended emulator or device — and, once that's proven, why is it slow, freezing, or leaking memory? This skill owns stale-build suspicion, emulator drift, malformed APKs, ADB failures, Gradle cache corruption, ProGuard/R8 stripping, Compose recomposition issues, ANR/jank/memory/startup performance triage, and the proof loop required before trusting screenshots, UI behavior, or downstream API/auth debugging. ## Platform Currency (look up, do not assume) Platform facts drift within months. Before citing any of these, check the live source: - **Current Android release and API level**: [developer.android.com/about/versions](https://developer.android.com/about/versions). - **Google Play target API requirement and deadlines**: [developer.android.com/google/play/requirements/target-sdk](https://developer.android.com/google/play/requirements/target-sdk). Never hardcode the required level. …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/software-android-runtime-debugging@sha256:6d5d71805cf00d35The line at the top of this page pins the label v1.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_c4wi3ffw3y5rs2l2)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 5, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (19723 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_c4wi3ffw3y5rs2l2 GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/software-android-runtime-debugging GET https://markdownregistry.com/api/v1/blob/6d5d71805cf00d3502aeef1c3ffc8d0637ed2e873c90736b007ef6bb2c6ef618
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.