Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours.
Choose optimal external AI models for code analysis, bug investigation, and architectural decisions. Use when consulting multiple LLMs via claudish, comparing model perspectives,…
Build features and fix bugs the clean, scalable way for World of ClaudeCraft. Use when adding a feature, refactoring logic out of a large file (sim.ts, hud.ts, renderer.ts,…
Extract and summarize test failures from logs. Use to quickly understand what tests failed and why.
Systematically trace cascading consequences from a single change or axiom. Reference when propagating the implications of a world rule, testing whether an axiom has been fully…
A framework for discovering non-obvious product solutions by rapidly building and testing radical, opposing versions of a feature's core attributes.
Execute and generate ExUnit tests for Elixir projects with setup callbacks, describe blocks, and async testing support — from FortiumPartners/ensemble
Execute and generate ExUnit tests for Elixir projects with setup callbacks, describe blocks, and async testing support — from engineering/testing
Use when writing, modifying, or reviewing tests for Elixir/Phoenix code in this project — ExUnit unit/integration tests, property-based tests with stream_data, or Phoenix LiveView…
Use when deciding whether a responsible-AI project belongs at ACM FAccT or should route to a pure-ML venue (NeurIPS/ICML/ICLR), an HCI venue (CHI/CSCW), a law/policy venue, or an…
Require a failing signal before bug fixes or behavior changes. Use when fixing a bug, adding behavior, changing edge cases, or reviewing AI code that lacks proof.
Automation & tooling specialist: browser automation, CI/CD, monorepo, performance testing, feature flags. 23 methodologies.
Lints, tests, simulates, and formats Fastly VCL code using the falco tool. Also serves as the authoritative VCL reference via the falco Go source, which implements Fastly's full…
Viết test case (TC) trên FARE từ spec đã có — mỗi AC của user_story / mỗi flow của use_case → n TC theo kỹ thuật ISTQB (positive / negative / boundary / equivalence_class /…
Chạy verify cho test cases trên FARE — ghi `verify_history` atomic qua `update_test_case(verify={...})`, cập nhật `verify_status` (passed/failed/blocked/skipped); đối chiếu task…
Use when a task needs the judgment of a Farm Equipment Mechanic — diagnosing an ECU fault code on a combine or tractor before swapping parts, pressure-testing a hydraulic circuit…
Pattern di test avanzati: unit, integration, E2E, mocking, fixture. Trigger: "scrivi test", "testing strategy", "coverage", "test E2E"
Adds JavaScript and TypeScript property-based tests with fast-check (randomized inputs, shrinking, roundtrips, custom arbitraries, fc.assert).
Guidelines for building high-performance APIs with Fastify and TypeScript, covering validation, Prisma integration, and testing best practices
Use when testing VCL against real Fastly edge infrastructure, writing assertion-based Fiddle tests, producing shareable fiddle URLs for bug reproductions, running VCL integration…
Build production-ready MCP servers using FastMCP framework with proven patterns for tools, resources, prompts, OAuth authentication, and comprehensive testing.
Leitfaden Stresstest- und Szenarien-Aufbau fuer Fortbestehensprognose: Basis-, Stress- und Worst-Case, KPIs, Trigger fuer Massnahmen.
Hướng dẫn viết unit test cho Pinia Stores và Vue Components trong PomoHaven bằng Vitest và Vue Test Utils.
Capture the current UI state — defaults to Python snap (OS-level, low token cost), falls back to Playwright only when browser-specific inspection is needed
Local E2E debug and test framework for clawd-feishu plugin development. Use when debugging message flow, testing bot responses, verifying Feishu web UI interactions, or performing…
Feynman Technique for deep learning—explain a concept simply, identify gaps, fill them, then refine. Use when learning something new, testing understanding, or preparing to teach.
Expert guidance for ffuf web fuzzing during penetration testing, including authenticated fuzzing with raw requests, auto-calibration, and result analysis — from…
Expert guidance for ffuf web fuzzing during penetration testing, including authenticated fuzzing with raw requests, auto-calibration, and result analysis — from ffuf/ffuf
Expert guidance for ffuf web fuzzing during penetration testing, including authenticated fuzzing with raw requests, auto-calibration, and result analysis — from…
Expert guidance for ffuf web fuzzing during penetration testing, including authenticated fuzzing with raw requests, auto-calibration, and result analysis — from ffuf/ffuf
Expert guidance for ffuf web fuzzing during penetration testing, including authenticated fuzzing with raw requests, auto-calibration, and result analysis — from ffuf/ffuf
Testing toolkit for the FHIR Writing Clinical Notes specification at connectathons. Use when the user needs to test FHIR DocumentReference write operations, validate conf — from…
Testing toolkit for the FHIR Writing Clinical Notes specification at connectathons. Use when the user needs to test FHIR DocumentReference write operations, validate conf — from…
Develop custom FiftyOne plugins (operators and panels) from scratch. Use when user wants to create a new plugin, extend FiftyOne with custom operators, build interactive panels,…
Make your first Figma REST API call to fetch a file and inspect its node tree. Use when starting a new Figma integration, testing API connectivity, or learning the Figma document…
Load test Figma API integrations and plan for scale. Use when benchmarking API throughput, testing rate limit behavior, or planning capacity for high-volume Figma integrations.
Generate Pest tests for FilamentPHP v4 resources, forms, tables, and authorization
Use when when processing MS spectral data from multiple open mass spectra libraries (OMSLs) in mixed formats (MSP, MGF, JSON, CSV), especially when source data exhibits missing…
Use when checking if a file is covered by rules, testing path patterns, verifying rules coverage, or when the user asks about rule applicability.
File a GitHub issue for local integration test failures. TRIGGERS: file test bug, report test failure, create bug for test, integration test failed, test failure issue, junit…
Support SOX 404 compliance with control testing methodology, sample selection, and documentation standards.
Generate SOX sample selections, testing workpapers, and control assessments
Use when a task needs the judgment of a bank/depository-institution Financial Examiner — calculating risk-based capital ratios against well-capitalized thresholds, independently…
Use when a task needs the judgment of a Financial Risk Specialist — calculating Value at Risk (VaR) and expected shortfall for a portfolio, stress-testing a risk estimate against…
For pathfinding and search: shortest path, maze solving, game AI, route planning, graph traversal, BFS/DFS, Dijkstra, A* problems.
Use this when you need to find existing pages that already use a specific block in an AEM Edge Delivery Services project, for example to locate test content or examples during…
Use when you need the latest stable JuliaLang version number (e.g., to fill `VERSION=` in an install script) instead of hard-coding a value
Use when existing code has untestable dependencies that prevent writing tests -- direct construction of collaborators, static or global function calls, tight coupling to external…
Configure and debug FinFocus intelligent plugin routing. Use when setting up multi-plugin routing, configuring priority and fallback rules, writing pattern matching for resource…
Use when deciding whether a topic fits Financial Management (FM) and is worth aiming there — testing the question for general-interest finance relevance, topicality, and…
Guide for testing Firebase Admin SDK with Vitest mocks. Use when writing tests that involve Firebase Auth, Firestore, or Firebase App.
Configure Firecrawl CI/CD integration with GitHub Actions and automated scraping tests. Use when setting up automated testing of Firecrawl integrations, configuring CI pipelines,…
Create a minimal working Firecrawl example that scrapes a page to markdown. Use when starting a new Firecrawl integration, testing your setup, or learning the…
Load test and scale Firecrawl scraping pipelines with concurrency control and batching. Use when testing scraping throughput, planning capacity for large crawl jobs, or optimizing…
TDD and quality assurance superbrain — red-green-refactor, edge case matrices, Vitest, Playwright, E2E patterns
Developer agent for AIM firmware — both the new Teensy 4.1 C/C++ main controller (firmware/) and legacy Teensyduino Arduino sketches (Arduino/).
Reviews Rust firmware code for the BVR (Base Vectoring Rover) with focus on safety-critical systems, CAN bus protocol compliance, motor control logic, state machine correctness,…
Composite skill — land a safe first PR in an unfamiliar repo without rediscovery loops or guessing at conventions.
Architecture test guidance for .NET using NetArchTest and ArchUnitNET. Use when enforcing architectural boundaries, testing module dependencies, validating layer constraints, or…
Systematically fixes all failing tests in a project by running test commands repeatedly until 100% pass with zero warnings.