Diagnose and prevent flaky Biloba TypeScript/Vitest tests — redundant client-side retry loops, immediate mode, single-shot evaluate reads, optimistic UI, async layout,…
Use flarecrawl CLI for web scraping via Cloudflare Browser Rendering. Triggers: flarecrawl, scrape, crawl, browser rendering, cloudflare scrape, web content
Understand or fix FlareSolverr in the Media Finder stack (port 8191) — the background helper that gets past Cloudflare on protected torrent indexers.
Best practices for Flask web development including routing, blueprints, and testing.
Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling.
Flask Blueprint Creator - Auto-activating skill for Backend Development. Triggers on: flask blueprint creator, flask blueprint creator Part of the Backend Development skill…
Build Python web apps with Flask using application factory pattern, Blueprints, and Flask-SQLAlchemy.
Build Python web applications with Flask 3+, using the application factory pattern and Blueprints. Use when developing Flask projects — blueprint structure, routes,…
Set up Docker deployment for Flask applications with Gunicorn, automated versioning, and container registry publishing.
Flask Ml Api Creator - Auto-activating skill for ML Deployment. Triggers on: flask ml api creator, flask ml api creator Part of the ML Deployment skill category.
Guidelines for Flask Python development with best practices for blueprints, RESTful APIs, and application factories.
Conventions for a Flask REST API with WebSockets (Flask-SocketIO). Invoke when atlas shows `flask` in pyproject/requirements and any of `flask-socketio`, `eventlet`, `gevent`,…
WHEN: Flask project review, Blueprint structure, extensions, request handling WHAT: Blueprint organization + Extension patterns + Request/response handling + Configuration +…
Set up Flask REST API with flask-smorest, OpenAPI docs, blueprint architecture, and dataclass models.
Add a Telegram bot webhook endpoint to a Flask service using the byteforge-telegram library. Use when wiring up a Flask app to receive Telegram bot updates, validating the…
Flask application testing with test client, fixture patterns, SQLAlchemy model testing, blueprint testing, and Flask-specific extension testing.
Flask framework workflow guidelines. Activate when working with Flask projects, flask run, or Flask-specific patterns.
Guide schema-breaking Flatbread migrations across core schema generation, resolver arguments, generated TypeScript, CLI behavior, examples, docs, and coordinated monorepo…
Hot-reloadable Flecs modules as Rust dylibs. Covers module architecture, component vs system modules, and inter-module dependencies.
Live fleet health view — all agents, Postgres, Ollama, open forks, pending tasks, policy rules.
Resolve recurring Appie fleet infrastructure issues including Node/Homebrew breakage, pnpm install blockers, deploy keys, secrets, browser auth, Tailscale serve, and local model…
Analyze fleet safety programs including driver behavior scoring, accident trend analysis, CSA BASIC score monitoring, DOT audit readiness, Hours of Service compliance, and drug…
Reports every GKE cluster's control-plane and node-pool versions against a target version or each cluster's release-channel default, naming the members that lag and by how many…
Deploy a Flet web app to Azure Container Apps — covers all pitfalls: container startup, WebSocket transport, GHCR auth, ACA provisioning, revision forcing, and health diagnosis
Desktop application development with Flet (Flutter-based Python). Covers UI layout, state management, navigation, file handling, packaging, and cross-platform distribution.
Build Android, iOS, and web Docker artifacts for a Flet app — covers Android silent packaging failures, GHCR/ACA deploy patterns, web asset quality, and local dev gotchas
Framework for a Flet + Supabase multi-platform Python app — correct project structure, dependency config, integration patterns, and hard-won lessons from a full build cycle
Use whenever editing validation for Python controls in sdk/python/packages/: adding/changing constrained properties, `Raises: ValueError` docstrings, `before_update()` checks,…
Use when designing, building, or reviewing OmniStudio FlexCards — including data source selection, card states, actions, conditional visibility, flyout configuration, and child…
Working with the FlexiBee / ABRA Flexi accounting system REST API — reading and writing invoices (faktura-vydana/prijata), contacts (adresar), bank records, price lists and other…
Configure CI/CD pipelines for Flexport logistics integrations with GitHub Actions, automated API contract testing, and deployment workflows.
Optimize Flexport API usage costs through efficient pagination, caching, webhook-driven updates, and monitoring API call volume.
Collect Flexport API debug evidence for support tickets and troubleshooting. Use when encountering persistent API issues, preparing support tickets, or collecting diagnostic…
Deploy Flexport logistics integrations to Vercel, Fly.io, and Cloud Run. Use when deploying shipment tracking dashboards, webhook receivers, or supply chain automation services to…
Create a minimal working Flexport example — list shipments and track containers. Use when starting a new Flexport integration, testing your setup, or learning the Flexport REST…
Configure Flexport local development with mock API responses and testing. Use when setting up a development environment, creating mock shipment data, or establishing a fast…
Optimize Flexport API performance with pagination tuning, response caching, parallel requests, and connection pooling for logistics data.
Execute Flexport production deployment checklist for logistics integrations. Use when deploying shipment tracking, booking automation, or supply chain integrations to production…
Handle Flexport API rate limits with exponential backoff, queue-based throttling, and response header monitoring for logistics API calls.
Implement Flexport reference architecture for supply chain integrations with best-practice project layout, service boundaries, and data flow.
Receive and verify Flexport webhooks. Use when setting up Flexport webhook handlers, debugging X-Hub-Signature-256 signature verification, or handling freight and logistics…
Scoring EXPLICÁVEL de risco de saída (flight risk) por colaborador a partir de um roster CSV. Não é caixa-preta: cada ponto de risco é atribuído a um fator transparente (comp…
Track flight prices using Google Flights data. Search flights, find cheapest dates, filter by airline/time/duration/price, track routes over time, and get alerts when prices drop.
Framework-agnostic E2E testing principles, spec-driven test generation, and maintenance workflows
Apache Flink stream processing expertise for stateful computations over bounded and unbounded streams.
Apache Flink development best practices for DataStream API, state management, checkpointing, event time processing, and deployment
Use when designing or troubleshooting Salesforce Flow actions in Flow Builder: standard and core actions, the Apex action element for @InvocableMethod classes, how list-shaped…
Visual flow connection patterns for generative UI agent workflows. jsPlumb anchor point architecture, connector routing, endpoint management, and dynamic flow diagram generation…
Publish and subscribe to Platform Events from Flow for async decoupling, high-volume triggers, and cross-org signaling. NOT for regular DML-triggered flows.
Guide architectural decisions and PLAN.md updates using Flow framework. Use when user discusses "architecture", "how should we architect", "design patterns", "how should we…
Orchestrate architecture evolution workflow with ADR management, architecture review, breaking change analysis, and migration planning
Complete reference for the Flow CLI — the command-line tool for developing, testing, and deploying on the Flow blockchain.
Interactive claude-flow orchestration coach that guides users through swarm topology selection, agent deployment, memory configuration, and SPARC workflows.
Orchestrate Construction→Transition phase transition with IOC validation, production deployment, and operational handover
Create scenario files for testing migrated Output SDK workflows. Use to set up test inputs in the scenarios/ subfolder.
4-phase systematic debugging for flow-fix. NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.
Architecture guide for building DeFi protocols on the Flow blockchain. Covers Flow's DeFi-specific advantages (MEV-free EVM, cross-VM atomic transactions, on-chain automation),…
Orchestrate Delivery Track flow with test-driven development, quality gates, and iteration assessment
Orchestrate production deployment with strategy selection, validation, automated rollback, and regression gates
Use when deploying Flow metadata across environments and worrying about activation order: which flow version becomes active, how paused interviews survive deploys, and how to…