Develop rigorous testing methodologies that capture concurrency-related defects and regressions.
Menganalisis lingkungan Conda di mesin (lokal atau mesin baru), memeriksa ketersediaan paket Python untuk berbagai profil tugas (ekstraksi dokumen, GIS, Quarto, ML), dan…
Use when you need to deploy a complex multi-language pipeline (e.g., HiC-Pro) that requires Python >3.7 libraries (pysam, bx-python, numpy, scipy), R packages (ggplot2,…
Use when tests have race conditions, timing dependencies, or inconsistent pass/fail behavior - replaces arbitrary timeouts with condition polling to wait for actual state — from…
Use when you need to create a synthetic feature table with known, ground-truth condition effects for method validation when: (1) testing normalization or batch-correction…
Use when when designing a dataset storage layer that must handle variable dataset sizes, block layouts, and platform-specific constraints (e.g., Windows vs. non-Windows).
Use when a Python library exposes functionality that depends on external packages (like sqlalchemy, pandas, or lxml) that are not required for core operations.
Structures backtesting methodology with out-of-sample testing, cross-validation, and overfitting detection techniques.
Structures infrastructure DD with technical assessment, regulatory review, environmental analysis, and community impact evaluation.
Assesses infrastructure fund secondaries with asset-level cash flow analysis, concession period evaluation, and regulatory risk assessment.
Structures portfolio review with strategic fit assessment, divestiture candidate identification, and proceeds redeployment analysis.
Structures financial scenario analysis with assumption modeling, sensitivity testing, and decision frameworks.
Design and execute a social engineering penetration test including phishing, vishing, smishing, and physical
Plan and execute authorized vishing (voice phishing) pretext calls to assess employee susceptibility to social
Interprets exercise and pharmacologic stress tests with Duke treadmill score and nuclear findings. Use when reading stress tests, interpreting nuclear perfusion, or documenting…
Designs and executes portfolio and enterprise stress tests with scenario specification and result analysis.
Structures technology diligence with architecture review, code quality assessment, scalability analysis, and technical debt evaluation.
Evaluates demand forecasts for toll roads, airports, and ports with independent engineer review and scenario sensitivity analysis.
Orchestrate full-duplex coding agent sessions via ACPX (preferred) or tmux (fallback), composing OpenClaw native tools and community Skills.
Use when shaping the prose and structure of an ACM CoNEXT paper — leading with the networking problem and deployment context, tying every claim to a measurement on the real target…
Contextual confidence calibration — DEFLATE for One-Way Doors and RED zones, PROTECT for Two-Way Doors and fundraising, "How does this work step by step?" depth testing,…
Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, offici — from…
Assess research quality with systematic confidence scoring, source validation, and uncertainty quantification.
Drafts U.S. employment confidentiality and severance agreements combining separation compensation, broad claim releases, post-employment restrictions, and enforcement…
LiteLLM-RS Configuration Architecture. Covers YAML loading, environment variable override, validation patterns, type-safe config models, and hot reloading.
Type-safe, environment-aware configuration management for Next.js/TypeScript applications using a singleton pattern with runtime validation.
Sync .github files and ci-templates from shared-claude-code repository - detect language, present diffs, and copy files
Harden configuration and defaults for safer deployment. Use when a mid-level developer needs to reduce misconfig risks.
Validate config at startup, secrets in memory only. Never read config during requests, never store secrets in env vars. Use node-env-resolver for multi-source config.
Expert guide for managing application configuration including environment variables, config files, secrets management, and multi-environment setups.
Add configuration parameters following BobTheSkull's full-stack pattern (BobConfig.py, config_manager.py, HTML templates, JavaScript).
Provide structured config-sync system and directory overview. Use when config-sync architecture guidance is required.
Automatically validate DAPR configuration files (dapr.yaml, component YAML files) when they are created or modified.
A comprehensive guide for using ConfigHub to manage Kubernetes configuration across multiple environments using Configuration as Data principles.
Establece reglas CSS globales en `styles.css` para truncar texto largo en celdas de tablas con puntos suspensivos, previniendo desbordamientos y manteniendo el diseño de las 12…
Inicializa um projeto React Native com Expo e toda a stack padrão — Expo Router, NativeWind, TanStack Query, Zustand, Jest e React Native Testing Library.
Configuração inicial guiada da Promptaria. Conduz a primeira execução do repositório — inventaria o repo (manifests, Dockerfile, CI), preenche os placeholders {{...}} do CLAUDE.md…
Manage application configuration across environments with layered config loading, environment variables, secrets management, and validation.
Designs production configuration management with schema validation, hierarchical merging of config sources, hot reload capabilities, secret injection from vaults, and…
Testing application configurations including environment variable validation, feature flag combinations, config file parsing, and default value verification.
Validates environment variables, config files, and ensures all required settings are documented. Use when working with .env files, configs, or deployment settings.
Author the Salesforce Configuration Workbook — the structured, reviewable handoff document an admin uses to execute a feature across Objects/Fields, Page Layouts, Profiles/PSGs,…
Exposes well-known agentic endpoints via RFC 8288 HTTP Link headers and optional DNS-AID SVCB records, making a web service natively discoverable by AI agents without requiring…
API-Gateway (Kong oder Traefik) deployen und konfigurieren fuer API-Traffic-Management, Authentifizierung, Rate-Limiting, Anfrage-/Antwort- Transformation und Routing.
Wire CakePHP Application::services() / config for shared infrastructure without Laravel providers.
Configures dependency injection (GetIt) for Flutter following the project architecture. Use whenever adding or modifying registrations in lib/config/inject/**.
Configura un repositorio Git con .gitignore adecuado, estrategia de ramas, convenciones de commits, hooks y configuración remota.
Set up and optimize Knip configuration to find unused files, dependencies, and exports. Use when configuring knip.json or cleaning up a JavaScript or TypeScript codebase.
Configure un serveur MCP (Model Context Protocol) dans Cursor en ajoutant l'entrée appropriée dans le fichier mcp.json.
Configure un serveur MCP (Model Context Protocol) dans Cursor en ajoutant l'entrée appropriée dans le fichier mcp.json.
Configures Laravel Nightwatch data collection, sampling rates, filtering rules, and redaction policies.
Configure AWS Verified Access to provide VPN-less zero trust network access to internal applications using identity
Sets up branch-scoped Azure OIDC for GitHub Actions — creates service principals, federated credentials bound to each branch's refs/heads/{branch}, generates SQL passwords, and…
Configures Dapr pub/sub components for event-driven microservices with Kafka or Redis. Use when wiring agent-to-agent communication, setting up event subscriptions, or integrating…
Use when setting up GitHub Actions CI/CD for pull request checks - provides workflow templates for Python, JavaScript, and polyglot projects that run quality gates on every PR
Java stack configuration - Maven, JUnit 5, Spotless, SpotBugs, JaCoCo with 96% coverage threshold — from engineering/languages
Java stack configuration - Maven, JUnit 5, Spotless, SpotBugs, JaCoCo with 96% coverage threshold — from majiayu000/claude-skill-registry
JavaScript/TypeScript stack configuration - pnpm, prettier, eslint, vitest with 96% coverage threshold
Configure OpenTelemetry distributed tracing, metrics, and logging in ASP.NET Core using the .NET OpenTelemetry SDK.
Configure Vitest 4.x with correct pool architecture, coverage settings, and multi-project setup. Use when creating or modifying vitest.config files or setting up test…