Structured design thinking for technical decisions. Captures constraints, surfaces assumptions, generates alternatives, analyzes trade-offs, and records decisions. Triggered by: brainstorm, design, explore options, what approach, how should we, which way.
Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include "architecture diagram", "C4 diagram"…
Adversarial code review that assumes the worst. Finds failure modes, race conditions, blast radius, and edge cases that optimistic reviewers miss. Use when you want brutal honesty about code resilience.
Identifies the right software design pattern for a given coding task. Use this skill whenever the user is designing a class, module, system, or architecture and would benefit from a known pattern — or when they're about to misapply one. Triggers include: asking "what pattern should I use", "how should I structure…
Perform thorough code review on a PR using the Pragmatic Quality framework. Integrates with Jira to validate implementation matches ticket requirements. Use when reviewing pull requests or providing PR feedback.
Design review for front-end code changes using Playwright for live browser testing. Covers visual hierarchy, accessibility (WCAG AA+), responsive design, and interaction patterns. Use when reviewing UI/UX changes before merge.
Identify and remove AI slop from code comments, documentation, and prose. Use when cleaning up AI-generated output, reviewing for AI tells, or improving signal-to-noise ratio in any text.
Scaffold E2E and integration tests using Playwright. Covers Page Object Model setup, test data management, configuration generation, coverage tracking, and CI/CD integration. Triggered by: set up Playwright, write E2E tests, integration test, end-to-end test, test this user flow, scaffold test suite, browser testing.…
Design event-driven architectures using message brokers and event streams. Covers broker selection (Kafka, SQS, Pub/Sub, RabbitMQ, NATS), producer/consumer patterns, outbox pattern, exactly-once vs at-least-once semantics, event schema versioning, and consumer group design. Use when building pub/sub systems, event…
Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design), sequence diagrams (application flows, API interactions, code execution), flowcharts (processes…
Instrument, audit, and configure observability for services using OpenTelemetry or Datadog. Detects which backend the project uses and routes to the appropriate specialist agent. Modes: instrument, audit, dashboard, alert, slo.
Coordinate multiple subagents to complete a large task. Decomposes work, delegates to specialists, aggregates results, handles failures. Use for tasks spanning multiple domains or requiring parallel workstreams.
Interactive PRD creation and iteration for non-technical users. Use this skill whenever the user wants to define product requirements, write a PRD, spec out a feature, describe what to build, or says "what should we build", "write requirements", "create a PRD", "define the product". Also use when updating an existing…
Translates an approved PRD into a unified ROADMAP.md with phased feature descriptions and implementation checklists. Use this skill whenever an engineer receives a PRD and needs to break it into phases, when the user asks "how do I turn this PRD into a plan", "create a roadmap from requirements", or "decompose this…
Validates PRD.md files for structural completeness, specificity, and actionability before handoff to engineering. Use this skill whenever a PRD exists and needs quality review, before handing requirements to engineers, when the user asks "is this PRD ready" or "validate my requirements", or automatically after…
Systematic code refactoring with smell detection, safe transformation patterns, and test-verified execution. Triggered by: refactor this, clean up this code, code smells, extract method, dead code, reduce complexity, this code is messy, too much coupling, simplify this. Analyzes code structure, produces a prioritized…
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: