{"slug":"rcosteira79-android-debugging","name":"android-debugging","description":"Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation.","long_description":"---\nname: android-debugging\ndescription: >\n  Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB,\n  ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose\n  recomposition bugs, on a root-cause-first foundation.\n---\n\n# Android Debugging\n\n## Overview\n\nAndroid-specific evidence-gathering and investigation techniques on a root-cause-first foundation.\n\n**Root-cause-first foundation:**\n- **No fix before the root cause is found.** Investigate first — reproduce, gather evidence (observed values, not assumed), trace the cause. Patching a symptom you don't understand creates two bugs.\n- **Three failed guesses ⇒ stop and question the architecture** rather than guessing again.\n\nThe Android-specific tools below serve that investigation. *Optional:* if you run a dedicated debugging-discipline skill (e.g. `superpowers:systematic-debugging` or `ace:systematic-debugging`), this layers on top of it — but it requires none.\n\n## Evidence-Gathering by Problem Type\n\n### Crashes & Exceptions\n\n```bash\n# Stream crash logs filtered by app package\nadb logcat --pid=$(adb shell pidof -s com.example.app)\n\n# Save full logcat to file for analysis\nadb logcat -d > crash_log.txt\n\n# Filter by tag\nadb logcat -s \"YourTag:E\"\n```\n\nKey logcat log levels: `V` (verbose) `D` (debug) `I` (info) `W` (warn) `E` (error) `F` (fatal)\n\nRead the **full stack trace** — the root cause is usually at the bottom of the `Caused by:` chain, not the top-level exception.\n\n### ANR (Application Not Responding)\n\nANRs mean the main thread was blocked. Evidence:\n\n```bash\n# Pull ANR trace from device\nadb pull /data/anr/traces.txt ./anr_traces.txt\n\n# Or stream while reproducing\nadb logcat -s \"ActivityManager:E\" | grep -A 30 \"ANR in\"\n```\n\nLook for: `main` thread in state `MONITOR` (waiting for a lock) or blocking I/O on `main`. Trace backward to find what holds the lock.\n\n**Common causes:** Database/network call on main thread, `runBlocking` on main thread, deadlock between coroutine scopes.\n\n### Memory Leaks\n\nAdd [LeakCanary](https://square.github.io/leakcanary/) to `debugImplementation`. It surfaces leak traces automatically in a notification.\n\nRead the leak trace top-to-bottom: the first bold line is the leaking object, the path shows what's holding the reference. Fix by clearing the reference in the appropriate lifecycle callback.\n\n```bash\n# Dump heap manually for Android Profiler analysis\nadb shell am dumpheap com.example.app /data/local/tmp/heap.hprof\nadb pull /data/local/tmp/heap.hprof ./heap.hprof\n```\n\n### Performance Trace Investigation (Perfetto)\n\nFor bottleneck investigation across CPU, graphics, I/O, IPC, memory, or power — beyond what Logcat and ANR traces show — capture a Perfetto trace and query it with SQL.\n\n**Measure before you fix.** For performance regressions, logs usually mislead — capture a *baseline* measurement before changing anything, then bisect against it. A trace tells you where time goes; only a comparison against a known-good baseline tells you what actually regressed.\n\n```bash\n# Capture a trace (system-level, all categories)\nadb shell perfetto -c - --txt -o /data/misc/perfetto-traces/trace.pftrace \\\n  <<'EOF'\nbuffers { size_kb: 65536 }\ndata_sources { config { name: \"linux.ftrace\" } }\ndata_sources { config { name: \"android.surfaceflinger.frame\" } }\nduration_ms: 10000\nEOF\n\nadb pull /data/misc/perfetto-traces/trace.pftrace ./\n```\n\nThen open the trace at https://ui.perfetto.dev and run SQL against it (`SELECT name, dur FROM slice WHERE dur > 16e6` for frames slower than 16ms, etc.).\n\nFor an agent-driven workflow — translating an investigation intent (jank, slow startup, battery drain) into the right Perfetto SQL and iterating across the trace — see Google's [`perfetto-sql`](https://github.com/android/skills/tree/main/profilers/perfetto-sql) and [`perfetto-trace-analysis`](https://github.com/android/skills/tree/main/profilers/perfetto-trace-analysis) skills (`android skills list` to check for a local install; `android skills add perfetto-sql perfetto-trace-analysis` otherwise). They provide Domain Hints (CPU/Graphics/I/O/IPC/Memory/Power), a mandatory scratchpad chain-of-evidence pattern, and `GLOB`-over-`LIKE` query rules.\n\n### R8 / ProGuard — Obfuscated Stack Traces\n\nRelease crash stack traces are obfuscated. Decode them with the mapping file generated at build time.\n\n```bash\n# retrace a crash (AGP 7+)\n./gradlew :app:retrace --stacktrace-file crash.txt\n\n# Or use the retrace CLI directly\njava -jar retrace.jar mapping.txt crash.txt\n```\n\nMapping files are in `app/build/outputs/mapping/<variant>/mapping.txt`. Always archive them alongside release builds.\n\nIf a class is unexpectedly removed or renamed, add a `-keep` rule in `proguard-rules.pro` and verify with:\n\n```bash\n./gradlew :app:assembleRelease\n# Then inspect: app/build/outputs/mapping/release/usage.txt (removed) and seeds.txt (kept)\n```\n\nFor the **inverse problem** — reading obfuscated third-party code or decoding a stack trace from a library where the mapping file isn't yours — `retrace` doesn't apply. Use `jadx --deobf` (consistent renames across the decompiled output) or `jadx --deobf-map` (when the SDK ships a mapping). The [`android-reverse-engineering` plugin](https://github.com/SimoneAvogadro/android-reverse-engineering-skill) covers the full workflow including the anchor-via-strings strategy for navigating obfuscated code by string literals and framework class names that survive obfuscation (check if it's already installed locally first — it ships as `android-reverse-engineering:*` skills).\n\n### Gradle Build Failures\n\nRead the error from the **bottom up** — Gradle wraps errors in multiple layers.\n\nCommon patterns:\n\n| Error | Investigation |\n|-------|--------------|\n| `Manifest merger failed` | Check `app/build/intermediates/merged_manifests/` for the merged output; look for conflicting `android:` attributes |\n| `Duplicate class` | Run `./gradlew dependencies` and look for the same class in multiple transitive deps; use `exclude` or force a version |\n| `Could not resolve` | Check repository declarations, VPN/proxy, dependency version exists |\n| `D8/R8: Type not present` | Missing `keep` rule or desugaring issue; check `minSdk` vs API used |\n| `KSP / KAPT error` | Look for the processor's own error above the Gradle wrapper message |\n\n```bash\n# Full dependency tree for a configuration\n./gradlew :app:dependencies --configuration releaseRuntimeClasspath\n\n# Run with stacktrace for deeper Gradle errors\n./gradlew assembleDebug --stacktrace --info 2>&1 | grep -A 20 \"FAILED\"\n```\n\n### Runtime UI Inspection\n\nWhen a bug is visual (wrong element state, missing content, overlap), dump the layout tree directly instead of reasoning from a screenshot:\n\n```bash\n# Full layout tree as JSON — search by class/text/bounds instead of parsing an image\nandroid layout --pretty\n\n# Only elements that changed since last call — useful for animations or transient state\nandroid layout --diff --pretty\n\n# Target a specific device, write to file\nandroid layout --device=emulator-5554 -o layout.json\n```\n\nPrefer `android layout` over `adb screencap` whenever the question is \"what is the UI state?\" rather than \"what does it look like?\". The JSON tree is grep-able and survives `--diff` state across invocations.\n\n### Compose Recomposition Bugs\n\nFor deeper Compose performance analysis (stability, recomposition skipping, baseline profiles), see `android-skills:compose` → `compose/references/performance.md`.\n\nWrong state or unexpected re-renders:\n\n1. **Layout Inspector** (Android Studio) → enable \"Show recomposition counts\" to identify hot paths. For headless/CLI workflows, `android layout --diff` gives a JSON tree of what changed between frames.\n2. Add `SideEffect { Log.d(\"Recompose\", \"MyComposable recomposed\") }` temporarily to confirm\n3. Check that `State` objects are not created inside the composition (use `remember`)\n4. Verify `equals()` on state data classes — a new object with same values still triggers recomposition if `equals` is not implemented\n\n**Note:** Since Compose compiler 2.0+ (Kotlin 2.0+), strong skipping mode is enabled by default and the compiler automatically memoizes lambdas that capture stable references. Manual `remember {{ }}` wrapping is no longer necessary in most cases. If you see excessive recomposition from lambdas, check whether the captured references are unstable (mutable collections, non-data classes) rather than wrapping in `remember`.\n\n(Standard `adb` commands — `devices`, `install -r`, `am start`, `pm clear`, `ps`, `run-as … ls /data/data/<pkg>/` — aren't covered here; for visual-state bugs prefer `android layout` over `screencap` as noted above.)\n\n## Multi-Component Evidence Template\n\nFor issues spanning multiple layers (e.g. Repository → ViewModel → UI):\n\n```kotlin\n// Temporarily instrument each boundary with a UNIQUE run-specific tag\n// (pick a fresh suffix per session, e.g. DEBUG-a4f2) so the SAME tag both\n// filters logcat at runtime and greps cleanly at teardown.\nclass UserRepository(...) {\n    suspend fun fetchUser(id: String): User {\n        Log.d(\"DEBUG-a4f2\", \"Repository: fetching user $id\")\n        val result = api.getUser(id)\n        Log.d(\"DEBUG-a4f2\", \"Repository: received ${result}\")\n        return result\n    }\n}\n```\n\nRun once to identify **which layer** produces the bad value. Filter the run at runtime with `adb logcat -s \"DEBUG-a4f2\"`, then tear the instrumentation back out with a single `grep -rl \"DEBUG-a4f2\"`. A unique per-session tag is what makes both one-liners work — a shared tag like `DEBUG_LAYER` collides across sessions and leaves orphaned logs behind. Then investigate the implicated layer in isolation before proposing a fix.\n\n## Red Flags\n\n- Fixing a crash without reading the full `Caused by:` chain\n- Guessing at an R8 issue without checking the mapping file\n- Adding `Thread.sleep()` to \"fix\" an ANR or race condition\n- Resolving a dependency conflict by adding `exclude` without understanding why the duplicate exists\n- Fixing a Compose bug by wrapping in `key()` without understanding what triggers recomposition\n- Leaving temporary instrumentation in the tree — tag every debug log with a unique per-session prefix (e.g. `DEBUG-a4f2`) so cleanup is one `grep`, and remove them all before declaring the fix done\n","tagline":"Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation.","category":"research","tags":["agent-skill"],"author":"rcosteira79","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"rcosteira79/android-skills","creatorName":"rcosteira79","creatorUrl":"https://github.com/rcosteira79","sourceUrl":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/rcosteira79-android-debugging#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":136,"forks":14,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":38.06},"quality":{"score":68,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"136","tone":"neutral"},{"label":"Freshness","value":"11d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":67,"base_score":75,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["67/100 Trust Score v5","75/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"136 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"136 stars, 14 forks; 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issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":75,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"trust_score_v4":{"version":"trust-score-v4","score":75,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"136 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":57,"weight":0.08,"status":"warn","detail":"136 stars, 14 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"11d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":56,"weight":0.12,"status":"warn","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add rcosteira79/android-skills --skill android-debugging"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":36,"weight":0.07,"status":"fail","detail":"shell or command execution, filesystem or document access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"136 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"136 stars, 14 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"11d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add rcosteira79/android-skills --skill android-debugging"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"shell or command execution, filesystem or document access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 136 stars, 14 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"],"evidence":{"stars":"136 GitHub stars","repoActivity":"136 stars, 14 forks","lastPushed":"11d since push","license":"MIT","repository":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging","install":"npx skills add rcosteira79/android-skills --skill android-debugging","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add rcosteira79/android-skills --skill android-debugging","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","11d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 136 stars, 14 forks; 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issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":47,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["High-risk permission hints: Shell or command execution","47/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["High-risk permission hints: Shell or command execution","47/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":70,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, filesystem or document access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: shell or command execution, filesystem or document access"],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 136 stars, 14 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate android-debugging before installing it in an agent workflow","research","GitHub automation workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add rcosteira79/android-skills --skill android-debugging"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add rcosteira79/android-skills --skill android-debugging"]},{"id":"trust_score","label":"Trust score","status":"warn","score":75,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","136 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":79,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":47,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: Shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"11d since push","evidence":["11d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":36,"required_for_auto_install":true,"detail":"shell or command execution, filesystem or document access","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/rcosteira79-android-debugging/evals","api":"/api/agent/evals?slug=rcosteira79-android-debugging","text":"/api/agent/evals?slug=rcosteira79-android-debugging&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"rcosteira79-android-debugging","name":"android-debugging","description":"Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation.","category":"research","url":"https://www.openagentskill.com/skills/rcosteira79-android-debugging","repository":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging","github_repo":"rcosteira79/android-skills"},"suited_tasks":["GitHub automation workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Inspect source files","Explain architecture"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add rcosteira79/android-skills --skill android-debugging","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add rcosteira79-android-debugging"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"android-debugging\" agent skill from https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"rcosteira79-android-debugging\",\"task\":\"Install android-debugging\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"android-debugging\" as a Claude Code skill from https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"rcosteira79-android-debugging\",\"task\":\"Install android-debugging\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"android-debugging\" from https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"rcosteira79-android-debugging\",\"task\":\"Install android-debugging\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/rcosteira79-android-debugging/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/rcosteira79-android-debugging"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"136 GitHub stars","repoActivity":"136 stars, 14 forks","lastPushed":"11d since push","license":"MIT","repository":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging","install":"npx skills add rcosteira79/android-skills --skill android-debugging","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 136 stars, 14 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 136 stars, 14 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":68,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"11d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use android-debugging in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 75/100 Strong shortlist","Audit: 79/100 Needs review","Safety: 47/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"rcosteira79-android-debugging (android-debugging)","install_command":"npx skills add rcosteira79/android-skills --skill android-debugging","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"rcosteira79-android-debugging","task":"Use android-debugging in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/rcosteira79-android-debugging","api":"https://www.openagentskill.com/api/agent/skills/rcosteira79-android-debugging","audit":"https://www.openagentskill.com/skills/rcosteira79-android-debugging/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=rcosteira79-android-debugging&task=Use%20android-debugging%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20android-debugging%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20android-debugging%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/rcosteira79-android-debugging/install","manifest":"https://www.openagentskill.com/api/registry/manifest/rcosteira79-android-debugging"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"rcosteira79-android-debugging","name":"android-debugging","description":"Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation.","category":"research","url":"https://www.openagentskill.com/skills/rcosteira79-android-debugging","repository":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging","github_repo":"rcosteira79/android-skills"},"suited_tasks":["GitHub automation workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Inspect source files","Explain architecture"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add rcosteira79/android-skills --skill android-debugging","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add rcosteira79-android-debugging"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"android-debugging\" agent skill from https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"rcosteira79-android-debugging\",\"task\":\"Install android-debugging\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"android-debugging\" as a Claude Code skill from https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"rcosteira79-android-debugging\",\"task\":\"Install android-debugging\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"android-debugging\" from https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"rcosteira79-android-debugging\",\"task\":\"Install android-debugging\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/rcosteira79-android-debugging/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/rcosteira79-android-debugging"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"136 GitHub stars","repoActivity":"136 stars, 14 forks","lastPushed":"11d since push","license":"MIT","repository":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging","install":"npx skills add rcosteira79/android-skills --skill android-debugging","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 136 stars, 14 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 136 stars, 14 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":68,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"11d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access"],"agent_contract":{"task_input":"Use android-debugging in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 75/100 Strong shortlist","Audit: 79/100 Needs review","Safety: 47/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"rcosteira79-android-debugging (android-debugging)","install_command":"npx skills add rcosteira79/android-skills --skill android-debugging","risk_summary":"Needs review; Experimental; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"rcosteira79-android-debugging","task":"Use android-debugging in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/rcosteira79-android-debugging","api":"https://www.openagentskill.com/api/agent/skills/rcosteira79-android-debugging","audit":"https://www.openagentskill.com/skills/rcosteira79-android-debugging/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=rcosteira79-android-debugging&task=Use%20android-debugging%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20android-debugging%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20android-debugging%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/rcosteira79-android-debugging/install","manifest":"https://www.openagentskill.com/api/registry/manifest/rcosteira79-android-debugging"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"GitHub automation","description":"I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.","useCases":[{"slug":"github-automation","title":"GitHub automation"},{"slug":"coding-agents","title":"Coding agents"},{"slug":"research-agents","title":"Research agents"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add rcosteira79/android-skills --skill android-debugging","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":136,"starsLabel":"136","forks":14,"license":"MIT","qualityScore":68,"trustScore":75,"auditScore":79},"maintenance":{"status":"fresh","label":"11d since push","daysSincePush":11,"lastPushedAt":"2026-08-25T09:43:59+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 136 stars, 14 forks; issue activity unavailable in current metadata"]},"coverageTags":["Coding","GitHub automation","research","agent-skill"]},"audit":{"audit_score":79,"risk_level":"needs_review","risk_label":"Needs review","quality_score":68,"trust_score":75,"maintenance_score":100,"security_score":78,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Quality score needs review","Permission surface needs review: shell or command execution, filesystem or document access","Stars/forks activity: 136 stars, 14 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, network or browser surface","Permission surface: shell or command execution, filesystem or document access"]},"quality_signals":{"model":"v2","star_score":14.96,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"database-sql","title":"Database and SQL","url":"https://www.openagentskill.com/use-cases/database-sql"}],"stacks":[{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"}],"install":"npx skills add rcosteira79/android-skills --skill android-debugging","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add rcosteira79-android-debugging","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"android-debugging\" agent skill from https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"rcosteira79-android-debugging\",\"task\":\"Install android-debugging\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"android-debugging\" as a Claude Code skill from https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"rcosteira79-android-debugging\",\"task\":\"Install android-debugging\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"android-debugging\" from https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Use when debugging Android or KMP issues — Android-specific techniques covering Logcat, ADB, ANR traces, R8 stack trace decoding, memory leaks, Gradle build failures, and Compose recomposition bugs, on a root-cause-first foundation. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"rcosteira79-android-debugging\",\"task\":\"Install android-debugging\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging","github_repo":"rcosteira79/android-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/rcosteira79-android-debugging","repository":"https://github.com/rcosteira79/android-skills/tree/main/plugins/android-skills/skills/android-debugging","api":"/api/agent/skills/rcosteira79-android-debugging","install_api":"/api/skills/rcosteira79-android-debugging/install"},"meta":{"created_at":"2026-09-04T12:31:29.106925+00:00","updated_at":"2026-09-04T12:31:29.273459+00:00","agent_friendly":true}}