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Helps debug API requests, responses, status codes, and network issues. Auto-activates when users ask about API errors, HTTP status codes, request failures, or API testing. Provides diagnostic insights…
Produces a local, best-effort dependency audit summary and remediation plan for repos with dependency manifests.
Vet ClawHub skills for security and utility before installation. Use when considering installing a ClawHub skill, evaluating third-party code, or assessing whether a skill adds value over existing too…
Compile all LaTeX projects, auto-fix known errors, and check cross-project consistency. Self-healing build agent for the multi-project research ecosystem.
Validate simulations before, during, and after execution. Use for pre-flight checks, runtime monitoring, post-run validation, diagnosing failed simulations, checking convergence, detecting NaN/Inf, or…
Write, create, and generate Spring Boot tests with JUnit 5, MockMvc, Mockito, and Testcontainers. Implement unit tests (pure Mockito), slice tests (@WebMvcTest, @DataJpaTest, @JsonTest), and integrati…
When the user wants to improve product quality, implement quality control systems, reduce defects, or analyze quality data. Also use when the user mentions 'SPC,' 'statistical process control,' 'Six S…
Comprehensive reference for all 33 Django framework components with Python 3.10+ and Django 6.0 patterns. Use when the user asks to implement, configure, or troubleshoot any Django component including…
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Write correct, maintainable SQL queries (joins, CTEs, window functions) and reason about their results for OLTP or analytics tasks.
Use when writing Playwright automation code, building web scrapers, or creating E2E tests - provides best practices for selector strategies, waiting patterns, and robust automation that minimizes flak…
Use this skill whenever the user wants to write, scaffold, or build a Solana smart contract or program from scratch. Triggers on: "write a Solana program", "create a smart contract", "build an anchor …
Web UI testing and browser automation with Vercel agent-browser. Use when tasks require opening pages, interacting with forms, validating UI flows, taking screenshots, extracting page data, or running…
Verify Spring Boot 4.x projects for correct dependencies, configuration, and migration readiness. Use when analyzing pom.xml, build.gradle, application.yml, discussing Spring Boot project setup, depen…
Prepare and execute Unity project work with Claude Code-style coding flows. Use when working on Unity repositories that need safe file discovery, `.meta` preservation, scene/prefab caution, asmdef-awa…
Home Assistant core internals — event bus, state machine, service registry, and integration loading. Use when asking about the hass object, event propagation, state management, service registration, o…
Create, review, and maintain Architecture Decision Records (MADR) as individual files plus an ADR index when documenting or superseding architectural decisions. Focuses on decision drivers, options, c…
Optimize Entity Framework Core queries by fixing N+1 problems, choosing correct tracking modes, using compiled queries, and avoiding common performance traps. Use when EF Core queries are slow, genera…
Traces the data source (Data Lineage) of any column or table. Identifies views, triggers, stored procedures, and ETL pipelines involved.
Systematic debugging methodology - scientific approach to finding and fixing bugs using hypothesis testing, isolation, and root cause analysis. Based on the Arcanean principle that understanding prece…
MANDATORY for ALL test files. Invoke before writing any _test.exs file.
Security audit of Cairo/Starknet code. Trigger on "audit", "check this contract", "review for security". Modes - default (full repo), deep (+ adversarial reasoning), or specific filenames.
Symfony framework version upgrade guide using the deprecation-first approach. Use when the user asks to upgrade Symfony to a new minor or major version, fix deprecation warnings, update Symfony recipe…
Device triggers for Home Assistant automation. Use when implementing device_trigger.py, allowing automations to fire on hardware events like button presses or motion detection.