Generates protocol-based analytics infrastructure with swappable providers (TelemetryDeck, Firebase, Mixpanel).
MUST USE when investigating a bug, CI failure, test failure, regression, incident, broken behavior, root cause, RCA, or debug-why problem before deciding whether to create an…
Comprehensive brownfield architecture analysis for existing codebases. Discovers structure, identifies patterns, assesses quality, calculates production readiness, and provides…
Analyzes existing CI/CD configurations. Detects issues in GitHub Actions and GitLab CI files, checks for best practices, caching efficiency, and security concerns.
Use to check GitHub Actions build status or diagnose why a workflow run failed and propose a fix. Triggered by phrases like "check the latest build", "did CI pass", "why did the…
Parse and analyze CI failure logs to identify root causes and error patterns. Use when CI builds fail to understand what broke.
Analyze Claude Code CLI source code to understand its architecture, implementation details, and design patterns.
Examine code organization and identify structural patterns. Use when reviewing module design or understanding architecture. — from majiayu000/claude-skill-registry
Identify uncovered branches and coverage changes for a specific .NET method. USE FOR: finding exactly which branch conditions are untested in a method, comparing current coverage…
Проводит глубокий анализ данных с проверкой гипотез, поиском корреляций и формированием бизнес-выводов Level 4 (prescriptive analytics).
Analyzes Docker image size for PHP projects. Identifies bloated layers, unnecessary packages, and provides size reduction strategies.
[30] ANALYZE. Understand how changes impact the system — what's the core, what's affected, what depends on what.
[30] ANALYZE. Understand how changes impact the system — what's the core, what's affected, what depends on what.
Run K8sGPT as an MCP server so an agent can scan a Kubernetes cluster, explain unhealthy resources, and return prioritized remediation clues in natural language.
Analyze application logs from the .evlog/logs/ directory. Use when debugging errors, investigating slow requests, understanding request patterns, or answering questions about…
Giải thích dashboard Grafana Dotnet Runtime Metrics (Prometheus) — GC, memory, thread pool, JIT, exceptions.
Use when analyzing a codebase for GraphQL queries that fetch more data than is consumed by the application code
LLM-based architectural analysis that transforms raw project data into meaningful structure
\"Analyze prompts for clarity, effectiveness, and optimization opportunities. 分析提示之清晰度、有效性及優化機會。 Use when: reviewing existing prompts, identifying issues before deployment,…
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
Decode and analyze suspicious scripts and active documents without triggering them. Use for shell, AppleScript, JavaScript, Python, PowerShell, shortcuts, Office files, PDFs,…
Analyze a GitHub Actions integration test run and produce a skill invocation report with failure root-cause issues.
[31] ANALYZE. Universal deep thinking methodology for any situation requiring quality reasoning. Use when solving problems, debugging, making decisions, analyzing code, p — from…
[31] ANALYZE. Universal deep thinking methodology for any situation requiring quality reasoning. Use when solving problems, debugging, making decisions, analyzing code, p — from…
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 doe — from…
Analyzes codebases to understand structure, tech stack, patterns, and conventions. Use when onboarding to a new project, exploring unfamiliar code, or when asked "how doe — from…
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.
Analyze WAV audio files for debugging TTS and audio pipelines. Use when checking audio quality, validating WAV format, inspecting waveform patterns, or diagnosing generated speech…
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…