Docker-specific security checks — image hardening, secrets in layers, compose security, and runtime configuration
Score 70/100
GraphQL injection, introspection abuse, query complexity attacks, and authorization bypass detection
Score 70/100
Missing rate limiting and application-level DoS vector detection — ReDoS, query complexity, resource exhaustion
Score 70/100
WebSocket security flaw detection — missing origin validation, authentication bypass, and message injection
Score 70/100
Infrastructure provisioning specialist for cloud IaC (Terraform/OpenTofu/CloudFormation/Pulumi) and local development environments (Docker Compose/dev setup/env vars).
Score 70/100
Build production-grade FastAPI backends with SQLModel, Dapr integration, and JWT authentication. Use when building REST APIs with Neon PostgreSQL, implementing event-driven…
Score 70/100
Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions.
Score 70/100
Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing.
Score 70/100
Scalar is an open-source API platform for publishing modern OpenAPI references and testing endpoints with a built-in API client.
Score 70/100
Run a focused preflight scan over agent and MCP repositories to catch poisoned instruction files, dangerous configs, and AI-specific supply-chain risks before merge or deployment.
Score 70/100
Probe a model or agent stack with adversarial test suites so safety failures show up before deployment or review.
Score 70/100
Trivy is a comprehensive open-source vulnerability scanner by Aqua Security that detects vulnerabilities in OS
Score 70/100
Perform security risk analysis on Kubernetes resource manifests using Kubesec to identify misconfigurations,
Score 70/100
Cross-functional what-if modeling for cascading multi-variable scenarios. Unlike single-assumption stress testing, this models compound adversity across all business functions…
Score 70/100
Run scheduled backups with retention rules and storage targets across PostgreSQL, MySQL, MariaDB, and MongoDB from one place.
Score 70/100
Use when the user wants to schedule social media posts to Twitter/X, Instagram, LinkedIn, TikTok, YouTube, or Pinterest, including platform-specific formatting, hashtag…
Score 70/100
Earthly E2E validation for YAML schema contracts. TRIGGERS - schema validation, YAML schema, schema contracts, regenerate types.
Score 70/100
Python image processing for microscopy and bioimage analysis. Read/write images, filter (Gaussian, median, LoG), segment (thresholding, watershed, active contours), measure region…
Score 70/100
Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines.
Score 70/100
Best practices for scikit-learn machine learning, model development, evaluation, and deployment in Python
Score 70/100
Classical ML in Python: classification, regression, clustering, dim reduction, evaluation, tuning, preprocessing pipelines.
Score 70/100
A comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival; use it when you need to model censored time-to-event outcomes, fit…
Score 70/100
Declarative YAML-based AI agent lifecycle management with tmux/screen, SSH remote deployment, modular auto-accept, and live state inspection.
Score 70/100
App developer SDK — scaffold, validate, dev-install, standalone shell, file operations, and cloud SDK for building SciTeX workspace apps.
Score 70/100
Dictionary utilities for scientific Python — attribute-access dicts, conflict-aware merging, nested flattening, and pretty rendering.
Score 70/100
Agent Communication Hub — real-time WebSocket messaging between AI agents across machines with channel routing, @mentions, presence, and persistence.
Score 70/100
Project-aware path utilities for scientific Python — finding files/dirs/git roots, SciTeX `script_out/` session-path conventions, versioned directories, and symlink hygiene.
Score 70/100
Type aliases and runtime type guards for scientific Python — unions across NumPy/pandas/torch arrays, matplotlib color inputs, and list-of-T predicates.
Score 70/100
Project-specific UI refactor workflow for the Scoop news platform in /home/bender/classwork/Thesis. Use when updating Scoop frontend layouts, globe UX, research workspace, and…
Score 70/100
Exploratory workflow for understanding problem spaces and drafting feature proposals, refactorings, or complex bug-fixes.
Score 70/100
ScrapeGraphAI is a Python web scraping library that uses LLMs and directed graph logic to create intelligent scraping pipelines.
Score 70/100
Automate Scrapfly tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Interfaces with the ScrapingBee REST API for JavaScript rendering and Google SERP extraction. Uses custom_google parameter for search result parsing and screenshot endpoint for…
Score 70/100
Web scraping with Scrapling - HTTP fetching, stealth browser automation, Cloudflare bypass, and spider crawling via CLI and Python.
Score 70/100
Scrapling is an adaptive Python web scraping framework that automatically handles website structure changes.
Score 70/100
Orchestrates large-scale web crawling using Scrapy with scrapy-redis for distributed job queuing. Integrates Splash for JavaScript rendering, stores results in MongoDB via…
Score 70/100
Manages Scrapy spider deployments via Scrapyd API with custom item pipelines for MongoDB ingestion, deduplication via MinHash LSH, and rotating proxy middleware configuration.
Score 70/100
Scrapy is a high-level Python framework for web crawling and structured data extraction. It is a strong fit for agent workflows that need repeatable scraping, asynchronous…
Score 70/100
Generates Scrapy spider classes with CSS/XPath selectors, item pipelines, and middleware configurations for structured web scraping.
Score 70/100
Builds and manages Scrapy web scraping spiders with custom item pipelines. Supports Splash rendering for JavaScript pages, rotating proxies via scrapy-rotating-proxies, and export…
Score 70/100
Expert guidance for building web scrapers and crawlers using the Scrapy Python framework with best practices for spider development, data extraction, and pipeline management.
Score 70/100
Manages Scrapy spider deployments and job scheduling on ScrapyCloud via the Scrapinghub API. Handles spider argument injection, job prioritization, and item export to S3 or…
Score 70/100
Domain-first folder structure reflecting business capabilities. Trigger: When structuring projects or refactoring toward use-case-driven boundaries.
Score 70/100
Practical guide to testing web applications with screen readers for comprehensive accessibility validation.
Score 70/100
Retrieve and analyze Screenpipe CLI backend logs and desktop app logs for debugging
Score 70/100
Visual regression testing through screenshot capture and comparison. Pixel-diff analysis, responsive screenshot capture across viewports, and visual change reporting with…
Score 70/100
When the user wants to design, optimize, or evaluate App Store screenshots and preview videos. Also use when the user mentions "screenshots", "app preview", "product page design",…
Score 70/100
Automatisation par scripts (PowerShell, Python, Bash) pour tâches répétitives — cron jobs, batch processing et orchestration.
Score 70/100
Python for Rhino and Grasshopper (RhinoCommon, rhinoscriptsyntax, ghpythonlib), C# for Grasshopper components, Python for Revit (pyRevit, RevitPythonShell), JavaScript for web 3D…
Score 70/100
Draft or update design documents based on approved specification. Use when translating requirements into technical specifications.
Score 70/100
Encrypt Kubernetes Secret manifests against a Sealed Secrets controller so agents can commit cluster-targeted secrets to Git without exposing plaintext.
Score 70/100
Downloads and parses SEC EDGAR filings (10-K, 10-Q, 8-K) using the EDGAR full-text search API and python-xbrl.
Score 70/100
Securing API Gateway endpoints with AWS WAF by configuring managed rule groups for OWASP Top 10 protection,
Score 70/100
Securing AWS Lambda execution roles by implementing least-privilege IAM policies, applying permission boundaries,
Score 70/100
Secure Helm chart deployments by validating chart integrity, scanning templates for misconfigurations, and enforcing
Score 70/100
Advanced Selenium WebDriver framework with three Page Object Model patterns (Basic POM, Improved POM, Page Factory), retry mechanisms, Allure reporting, Excel data-driven testing,…
Score 70/100
Expert guidance for browser automation and web testing using Selenium WebDriver with best practices for element location, waits, and test organization.
Score 70/100
Orchestrates Selenium Grid 4 node scaling based on test queue depth using the Grid GraphQL API. Manages Docker container lifecycle for Chrome, Firefox, and Edge nodes with health…
Score 70/100
Orchestrates parallel cross-browser testing across Selenium Grid nodes using WebDriver RemoteConnection API.
Score 70/100
Manages Selenium Grid 4 hub and node registration for cross-browser parallel testing. Configures Chrome, Firefox, and Edge nodes with resource allocation policies.
Score 70/100