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Generate and validate Mermaid diagrams (component, sequence, ER, deployment, state machine) for features. Use when documenting architecture.

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Author and manage Architecture Decision Records (ADRs) in docs/specs/. Use when a significant architectural decision needs to be documented.

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Create, read, update, and link GitHub Issues as story artifacts throughout the story lifecycle. Use when managing issues for stories.

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Generate low-fidelity wireframes (ASCII, SVG, or HTML) from user story files. Use when creating wireframes for UI stories.

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Bootstrap and sync GitHub labels and milestones idempotently. Use when setting up a new repository or syncing label definitions.

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Produce valid, consistently named Gherkin story files with correct IDs, timestamps, and tags. Use when writing or updating story files.

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Apply Supabase schema, RLS policies, and edge function patterns. Use when building on Supabase.

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Generate a complete component file tree wired to design tokens with tests and Gherkin spec. Use when scaffolding a new UI component.

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Comprehensive gh CLI reference — issues, tasks, PRs, repos, branches, Actions, search, and project board. Use whenever interacting with GitHub.

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Run ship-safe security and quality audit on the current project. Executes npx ship-safe audit . and reports findings by severity. Use before shipping any feature or PR.

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Write a Gherkin story file to docs/stories/ for a feature. The story IS the spec. No intermediate PROBLEM/SPEC/PLAN/TASKS artifacts.

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Evaluate operational readiness: SLOs, alerting, runbooks, and rollback plan before launch. Use when reviewing a feature for production readiness.

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Apply Vercel deployment, edge function, and environment variable patterns. Use when deploying to Vercel.

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Read and write design tokens in W3C DTCG format (tokens.json) and emit CSS, Tailwind, and Mantine outputs. Use when modifying or generating design tokens.

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Audit code changes against Karpathy's 4 principles (Think Before Coding, Simplicity First, Surgical Changes, Goal-Driven Execution). Auto-called after Phase 5 IMPLEMENT; can also be invoked manually. Produces scored compliance report and blocks advancement if threshold not met.

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Run WCAG 2.2 Level AA accessibility audits against generated UI. Use when a story has ui:true or when asked to audit accessibility.

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Extract Gherkin scenarios from story markdown files into runnable .feature files and generate step definition stubs. Use when syncing stories to test suites.

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Manage GitHub Projects v2 board: add issues, update field values, and query board state. Use when managing project boards.

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Scaffold high-fidelity UI component mockups using the project UI stack consuming approved wireframes. Use when implementing approved wireframes.

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Universal dispatcher: run a named taffy workflow (.claude/taffy/<name>.yaml), a skill (/skill-name), or a sub-agent (@agent-name). Falls back to skills.sh registry when a skill is not found locally. Tracks all runs in .claude/state/maple.json so the maple TUI shows live progress.

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Use Playwright CLI for interactive browser exploration and snapshot-based interaction. Use when writing or running browser automation tests.

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Apply Redis data structure, caching, and pub/sub patterns. Use when integrating Redis into a service.

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Maintain bidirectional consistency between story markdown files and GitHub Issues. Use when syncing story status with GitHub.

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Apply Stripe API integration patterns: webhooks, idempotency keys, and subscription handling. Use when integrating Stripe payments.

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