Custom test patterns and fixtures for {project}. Covers E2E, integration, and specialized testing requirements.
Score 70/100
List, switch, and configure Railway projects. Use when user wants to list all projects, switch projects, rename a project, enable/disable PR deploys, make a project…
Score 70/100
Builds custom Prometheus exporters using the prometheus_client Python SDK and Go client_golang library.
Score 70/100
Validates and tests Prometheus alerting rules against historical metrics data using the Prometheus HTTP API /api/v1/query_range endpoint.
Score 70/100
Use when writing JavaScript or TypeScript that returns a Promise chain (.then) or awaits a value, to ensure every rejection path has a handler before the rejection escapes the…
Score 70/100
Design, review, or refactor prompt assembly systems with static and dynamic prompt boundaries, section registries, cache-aware composition, feature-gated overlays, and…
Score 70/100
Optimize prompt systems for cache efficiency, stable prefixes, fork-safe reuse, compact summarization, and instruction budgets.
Score 70/100
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response…
Score 70/100
Loaded when user builds with Anthropic API and needs to cut cost or latency via prompt caching. Covers TTL, cache breakpoints, stacking, invalidation, and measuring hit rate.
Score 70/100
Write and refine production-grade prompts and tool definitions for Claude. Use when the user needs to craft a system prompt, improve an existing prompt, design tool schemas (ACI),…
Score 70/100
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for systematic LM…
Score 70/100
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and build multi-step workflows with Guidance - Microsoft…
Score 70/100
Solopreneurler için pratik prompt mühendisliği rehberi — Claude ve ChatGPT ile verimli çalışma
Score 70/100
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with…
Score 70/100
Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local models (Transformers, vLLM), and maximize inference speed with…
Score 70/100
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.
Score 70/100
Techniques avancées de prompt engineering pour LLMs. Se déclenche avec "prompt engineering", "prompt", "system prompt", "few-shot", "chain of thought", "meilleur prompt",…
Score 70/100
Publishable Prompt Engineering skill package that compiles a user request into a ready-to-use high-quality Prompt, with support for diagnosis, module injection, debugging, and…
Score 70/100
Configures and runs LLM evaluation using Promptfoo framework. Use when setting up prompt testing, creating evaluation configs (promptfooconfig.yaml), writing Python custom…
Score 70/100
Build API test suites — endpoint testing, contract testing, load testing for REST/GraphQL/gRPC APIs. Use when asked to "test this API", "API tests", "endpoint testing", "contract…
Score 70/100
Audit test suite health — find flaky tests, slow tests, coverage gaps, and testing anti-patterns. Use when asked to "audit tests", "fix flaky tests", "why are tests slow", "test…
Score 70/100
Proof-driven development - design proofs from requirements, then execute CREATE -> VERIFY -> REMEDIATE cycle.
Score 70/100
Build E2E test specs for critical user journeys — Playwright or Cypress, page objects, setup/teardown, CI config.
Score 70/100
Testing reconnaissance — inventory all tests, frameworks, coverage, CI integration, and assess testing maturity for project takeover.
Score 70/100
Produce a test strategy for a project or feature — risk map, test type decisions, coverage targets, CI config.
Score 70/100
Automate Proofly tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Property Based Test Helper - Auto-activating skill for Test Automation. Triggers on: property based test helper, property based test helper Part of the Test Automation skill…
Score 70/100
Provides guidance for property-based testing across multiple languages and smart contracts. Use when writing tests, reviewing code with serialization/validation/parsing patterns,…
Score 70/100
Writes property-based tests using Kotest's kotest-property module. Identifies testable properties, designs generators, and configures PBT for Kotlin/JVM projects.
Score 70/100
Introduces property-based testing with proptest, helping users find edge cases automatically by testing invariants and properties.
Score 70/100
Manages Protocol Buffer schema evolution using buf CLI with breaking change detection and Confluent Schema Registry integration.
Score 70/100
LiteLLM-RS Provider Architecture Guide. Covers 66+ provider integration, trait object design, unified error handling, connection pooling, and LLMProvider trait implementation…
Score 70/100
Intercept, inspect, and modify HTTP/HTTPS traffic via a Rust MITM proxy with Lua scripting hooks. Supports API debugging, LLM call capture for evals, endpoint mocking, CORS/auth…
Score 70/100
Crée une fiche TCC pour examiner une pensée difficile, sans remplacer une psychothérapie. À utiliser pour ruminations, pensées automatiques, peur du jugement, culpabilité ou…
Score 70/100
Debug PyTorch 2 compiler stack failures including Dynamo graph breaks, Inductor codegen errors, AOTAutograd crashes, and accuracy mismatches.
Score 70/100
DeFi Skills for AI Agents on Solana - 45+ endpoints - Swaps, Lending, Vaults, LP, Strategy Engine, Backtesting, Risk Scoring, Simulation, Market Data, TVL, Gas, Rebalancing, P&L,…
Score 70/100
Markdown to HTML/PDF build + FTP sync to configured remote host. Pandoc + xelatex templates, branded output, automated deployment. Proven on 29-document HEL series.
Score 70/100
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez).
Score 70/100
Analyzes PR size and reviewability using the GitHub GraphQL API and git diff-stat. Enforces size limits, suggests PR splitting strategies, and tracks team review velocity metrics…
Score 70/100
Generates Pulumi infrastructure-as-code stacks in TypeScript and Python using @pulumi/aws, @pulumi/azure-native, and @pulumi/gcp SDKs.
Score 70/100
Analizza e migliora il codice di PunxFilm OS: code review, refactoring, bug fix, performance, nuove feature.
Score 70/100
Expert guidance for browser automation using Puppeteer with best practices for web scraping, testing, screenshot capture, and JavaScript execution in headless Chrome.
Score 70/100
A practical guide to Puppeteer for browser automation, scraping, and testing. It tracks the official install flow, the Chrome/Firefox control API, and the docs you need to get…
Score 70/100
Uses Puppeteer to control Chrome and Firefox through the DevTools Protocol or WebDriver BiDi for screenshots, PDF generation, scraping, and browser workflow automation.
Score 70/100
Visual regression testing using Puppeteer page.screenshot() with pixelmatch comparison. Leverages CDP sessions via page.createCDPSession() for precise viewport emulation and…
Score 70/100
Automates visual regression testing using Puppeteer page.screenshot() with pixelmatch diffing. Captures full-page screenshots at multiple viewport sizes and generates HTML diff…
Score 70/100
Runs pixel-level visual regression tests using Puppeteer page.screenshot() and pixelmatch diffing library.
Score 70/100
Headless Chrome scraping via Puppeteer with automatic cookie handling, JavaScript rendering, and Cheerio-based DOM extraction. Handles infinite scroll and lazy-loaded content.
Score 70/100
Builds headless Chrome scraping pipelines using PuppeteerSharp for .NET environments. Handles JavaScript-rendered SPAs, Cloudflare challenge bypass via stealth plugins, and…
Score 70/100
Test VoIP push notifications for Telnyx WebRTC iOS (APNs) and Android (FCM) apps. Use when debugging push notification delivery, validating certificate/credential setup, or…
Score 70/100
Use ORAS to move SBOMs, model bundles, provenance, and other non-container artifacts through OCI registries without wrapping them as conventional images.
Score 70/100
Set up Playwright in a project. Use when user says \"set up playwright\", \"add e2e tests\", \"configure playwright\", \"testing setup\", \"init playwright\", or \"add test…
Score 70/100
Progressive Web App development guidelines covering service workers, caching strategies, offline functionality, and installability
Score 70/100
Alembic migration patterns for PostgreSQL. Use when creating migrations, reviewing autogenerated migrations, or handling schema changes safely.
Score 70/100
Async/await patterns for FastAPI and SQLAlchemy. Use when working with async code, database sessions, concurrent operations, or debugging async issues in Python.
Score 70/100
FastAPI patterns for API design. Use when creating endpoints, handling dependencies, error handling, or working with OpenAPI schemas.
Score 70/100
Observability patterns for Python backends. Use when adding logging, metrics, tracing, or debugging production issues.
Score 70/100
Review Python code for type hints, async patterns, exception handling, and conventions
Score 70/100
SQLModel and async SQLAlchemy patterns. Use when working with database models, queries, relationships, or debugging ORM issues.
Score 70/100
Async testing patterns with pytest-asyncio. Use when writing tests, mocking async code, testing database operations, or debugging test failures.
Score 70/100