Query the integration-test storage account to find why a specific skill's tests are failing. Reads blob-stored test result files and surfaces error details.
Terraform state を分析・操作する。「state 確認」「state list」「state show」「リソース一覧」「state の移動」「state mv」「state rm」「terraform state」「state 操作」「リソースの状態」「state pull」などで起動。 — from engineering/devops
Analyze a GitHub Actions integration test run and produce a skill invocation report with failure root-cause issues.
Produce an analysis of observed problems in downloaded Zuul CI logs
Comprehensive codebase analysis methodology for existing projects. Use when onboarding to a new codebase, doing periodic health checks, or before refactoring.
Evaluates competition law exposure with market definition, HHI analysis, and remedy estimation for proposed transactions.
Structures catastrophe risk assessment with model output interpretation and accumulation monitoring. Use when analyzing cat risk, interpreting cat model results, or managing cat…
Generates LLM-optimized code context with function call graphs, side effect detection, and incremental updates.
Builds LP commitment pacing with deployment curves, distribution assumptions, and NAV projection for portfolio planning.
Evaluates commodity price exposure with forward curve analysis, hedging strategies, and break-even price sensitivity.
Analyzes C++ desktop codebase architecture, dependency graphs, framework detection, and migration assessment.
Evaluates target leverage capacity with cash flow coverage, stress testing, and optimal debt structure across term loans, revolver, and mezzanine.
Evaluates data centers, fiber networks, and tower assets with capacity analysis, tenant credit, and technology obsolescence risk.
Investigate compromised Docker containers by analyzing images, layers, volumes, logs, and runtime artifacts to
Scans .NET code for ~50 performance anti-patterns across async, memory, strings, collections, LINQ, regex, serialization, and I/O with tiered severity classification.
Values infrastructure assets with DCF, regulated asset base, and comparable transaction methodologies adjusted for regulatory and contractual frameworks.
Parses Kubernetes API server audit logs (JSON lines) to detect exec-into-pod, secret access, RBAC modifications,
Assesses portfolio liquidity with redemption stress testing and market impact estimation. Use when analyzing liquidity risk, stress testing redemptions, or evaluating market…
Analyze application logs for performance insights and issue detection including slow requests, error patterns, and resource usage.
Perform static analysis of malicious PDF documents using peepdf, pdfid, and pdf-parser to extract embedded JavaScript,
Evaluates midstream assets with throughput analysis, fee-based vs commodity-exposed revenue, and contract structure assessment.
Automatically activated when user asks to "find patterns in...", "identify repeated code...", "analyze the architecture...", "what design patterns are used...", or needs to…
Structures actuarial pricing analysis with loss cost estimation, expense loading, and rate adequacy testing.
Analyzes codebases to understand structure, tech stack, patterns, and conventions. Use when onboarding to a new project, exploring unfamiliar code, or when asked "how does this…
Guides systematic project analysis, codebase exploration, and architecture pattern recognition. Use when understanding new codebases, onboarding to projects, or investigating…
Evaluates proxy fight mechanics with shareholder base analysis, ISS/Glass Lewis recommendations, and vote probability modeling.
Evaluates social infrastructure including healthcare, education, and government facilities with availability-based revenue structures.
Use when analyzing requirements or project specifications - guides shannon analyze command, explains 8D complexity output, caching behavior, context-aware mode with --project flag
Analyze code coverage metrics and identify untested code paths. Use when analyzing untested code or coverage gaps.
Use to audit test quality with Google Fellow SRE scrutiny - identifies tautological tests, coverage gaming, weak assertions, missing corner cases.
Automatically activated when user asks about test quality, code coverage, test reliability, test maintainability, or wants to analyze their test suite.
Evaluates unfunded commitment obligations with call probability, pacing models, and portfolio-level exposure management.
Parse Windows Prefetch files using the windowsprefetch Python library to reconstruct application execution history,
Use when starting work after context compaction, switching features, or gathering context without re-reading entire files - searches anchor tags to find relevant…
Set up a production-ready Anchor workspace: program/client layout, env config, testing, and build hygiene. Use when starting new Anchor projects or re-baselining repos.
Automate ADB commands for device management, app installation, and log analysis. Use when listing devices, installing APKs, viewing logs, debugging app issues, or capturing…
AdMob integration patterns for monetization - banner ads, interstitials, rewarded ads. Use when setting up ads, implementing different ad formats, or testing with test ad units.
Production-ready Agent Skills framework for Android Kotlin development. Provides Clean Architecture patterns, Jetpack Compose best practices, validation DSL, MVI state management,…
A complete, self-contained reference for modifying Android APKs — from decompilation to adding features, signing, testing, and local delivery.
Android background task specialist for WorkManager, Foreground Services, Doze mode, and battery optimization.
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `android` command-line tool.
Defines Android/Kotlin coding conventions for the project. Includes naming rules, forbidden patterns, preferred practices, and code style guidelines.
Use to find stuck coroutines, leaked jobs, and suspended awaits with no resumer — the concurrency bugs that don't crash but cause hangs, missing UI updates, or memory creep.
Debug Android Flutter apps including runtime errors, build issues, device connection problems, and performance issues.
Build and deploy Android app to connected device via USB. Fast deployment (~2-5 seconds) using Gradle and ADB.
Production-grade Android app development guide covering native (Kotlin/Java), cross-platform (Flutter, RN, KMM), and hybrid architectures.
Standards, architecture patterns, and best practices for Android app development with Kotlin, Jetpack Compose, and Android Jetpack libraries using clean architecture and MVVM.
Android development guidelines for Kotlin with clean architecture, MVI pattern, Material Design, and best practices for building robust mobile applications
Wire Android dependency injection with Hilt, scopes, testing overrides, and module ownership boundaries.
Setup UI Automator 2.4 smoke test for validating app launches (works with debug and release builds)
Android development expert including Jetpack Compose, Kotlin, and Material Design
Firebase integration patterns for Android - Crashlytics, Analytics, Remote Config, FCM. Use when setting up crash reporting, analytics events, remote configuration, or push…
Ktor HTTP client + kotlinx.serialization for shared KMP networking — client setup in commonMain, platform engines, request/response helpers, typed errors.
KMP shared module setup — expect/actual, commonMain/androidMain/iosMain source sets, what belongs in shared vs platform.
Android Kotlin development with Coroutines, Jetpack Compose, Hilt, and MockK testing
Développement Android natif avec Kotlin et Jetpack Compose. Se déclenche avec "Android", "Kotlin", "Jetpack Compose", "Android Studio", "Gradle", "Room", "Hilt", "Corouti — from…
Develop native Android apps with Kotlin. Covers MVVM with Jetpack, Compose for modern UI, Retrofit for API calls, Room for local storage, and navigation architecture.
Jetpack Compose, MVVM, Room, Coroutines, DI with Dagger/Hilt, and Play Store submission
Expert guidance on Android native development — Kotlin idioms, Jetpack Compose UI, Room database, Hilt dependency injection, Coroutines and Flow for async work, WorkManager for…
Android-specific patterns for Kotlin and Jetpack Compose. Use when building Android applications.