plugins/developer/skills/fifteen-factor-app/SKILL.md
Cloud-native SaaS architecture methodology extending Twelve-Factor with three additional factors (API First, Telemetry, Security). Use when planning SaaS tools, product software architecture, microservices design, PRPs/PRDs, or cloud-native application development; when the user says "fifteen factor", "12 factor", "SaaS architecture", "cloud-native design", "application architecture", "microservices best practices"; or when in a planning/architecture session. Do NOT use for greenfield monolith design without cloud-native constraints, internal tooling that will never ship as a service, or local-only scripts.
npx skillsauth add henkisdabro/wookstar-claude-plugins fifteen-factor-appInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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The Fifteen-Factor App methodology extends the original Twelve-Factor App principles (created by Heroku in 2012) with three additional factors essential for modern cloud-native applications: API First, Telemetry, and Security.
This methodology provides architectural principles and guidelines for building software-as-a-service applications that are:
Apply the Fifteen-Factor principles during:
| Factor | Principle | Key Concept | |--------|-----------|-------------| | I. Codebase | One codebase, many deploys | Single repo per app, version controlled | | II. Dependencies | Explicitly declare and isolate | No implicit system-wide packages | | III. Config | Store in environment | Never hardcode configuration | | IV. Backing Services | Treat as attached resources | Databases, caches are swappable resources | | V. Build, Release, Run | Strict separation | Immutable releases, no runtime changes | | VI. Processes | Stateless and share-nothing | Horizontal scaling, no sticky sessions | | VII. Port Binding | Export via port | Self-contained, no runtime injection | | VIII. Concurrency | Scale out via process model | Horizontal over vertical scaling | | IX. Disposability | Fast startup, graceful shutdown | Maximise robustness | | X. Dev/Prod Parity | Keep environments similar | Continuous deployment | | XI. Logs | Treat as event streams | Separate generation from processing | | XII. Admin Processes | Run as one-off processes | Same environment as app | | XIII. API First | Design contracts first | Enable parallel development | | XIV. Telemetry | Monitor everything | APM, health checks, domain metrics | | XV. Security | Authentication & Authorisation | RBAC, identity per request |
When creating a PRP, PRD, or architecture plan, evaluate the design against each factor. Use this checklist for quick validation:
□ Single codebase in version control
□ All dependencies explicitly declared
□ Configuration externalised to environment
□ Backing services abstracted and swappable
□ Build, release, run stages separated
□ Stateless processes (no sticky sessions)
□ Services self-contained with port binding
□ Designed for horizontal scaling
□ Fast startup and graceful shutdown
□ Dev/staging/prod environments aligned
□ Logs streamed to external aggregator
□ Admin tasks automated and reproducible
□ API contracts defined before implementation
□ Telemetry: APM, health checks, metrics
□ Security: Authentication and authorisation
Detailed documentation for each factor is available in the references directory:
references/overview.md - Complete factor summary with diagramsreferences/original-factors.md - Factors I-XII with implementation examplesreferences/modern-extensions.md - Factors XIII-XV (API First, Telemetry, Security)references/setup-and-tools.md - Tooling recommendations and quick startRead the appropriate reference file for detailed guidance on specific factors.
testing
Identifies and removes AI writing patterns to make text sound natural and human-written. Use when user says "humanise this", "make this sound less AI", "this reads like a robot wrote it", "de-AI this text", "remove AI patterns", "make this more natural", "clean up this AI-generated text". Detects and fixes 29 patterns based on Wikipedia's "Signs of AI writing" guide - inflated language, promotional tone, AI vocabulary, em dash overuse, filler phrases, sycophantic tone, placeholder text, formulaic structure, thematic breaks. Do NOT use for grammar-only proofreading, spell checking, or rewriting text that is already clearly human-written.
tools
Fast, zero-AI text extraction from PDFs that have a text layer (digitally created PDFs from Word, Typst, WeasyPrint, wkhtmltopdf, LaTeX, etc). Uses pymupdf (fitz) - instant and deterministic. Use when you need to quickly pull raw text from a known text-layer PDF, e.g. "extract text from this PDF", "read this PDF", "get the content of", "what does this PDF say", "quickly read this PDF". Do NOT use for scanned/image PDFs or when you need structured output (tables, headings, OCR, AI analysis) - use the pdf-processing-pro skill in this plugin for those cases.
tools
Get current time in any timezone and convert times between timezones. Use when working with time, dates, timezones, scheduling across regions, "what time is it in X", "convert 3pm Sydney to London", DST checks, or when the user mentions specific cities/regions for time queries. Supports IANA timezone names. Do NOT use for date arithmetic (adding days/months), recurring event scheduling, business-day calculations, or full calendar/booking logic - those need a dedicated date library or scheduling tool.
tools
Complete Shopify development reference for Liquid templating, theme development (OS 2.0), GraphQL Admin API, Storefront API, custom app development, Shopify Functions, Hydrogen, performance optimisation, and debugging. Use when working with .liquid files, creating theme sections and blocks, writing GraphQL queries or mutations for Shopify, building Shopify apps with CLI and Polaris, implementing cart operations via Ajax API, optimising Core Web Vitals for Shopify stores, debugging Liquid or API errors, configuring settings_schema.json, accessing Shopify objects (product, collection, cart, customer), using Liquid filters, creating app extensions, working with webhooks, migrating from Scripts to Functions, or building headless storefronts with Hydrogen and React Router 7. Covers API version 2026-01. Do NOT use for WooCommerce, Magento, BigCommerce, or other non-Shopify e-commerce platforms.