porcupine.md

Route backend tasks to the right library skill. Detects intent and returns specific skill file paths to load.

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Route database tasks to the right library skill. Covers migrations, query optimization, ORM, transactions.

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Route testing tasks to the right library skill. Covers unit, integration, e2e, coverage, and test quality.

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Generate database migration, model update, and seed data

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16-phase feature orchestration workflow. Runs in the main thread as Kernel Mode. Coordinates the Lead→Developer→Reviewer→TestLead→Tester assembly line.

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Resume an interrupted orchestration run across Claude Code sessions using MANIFEST.yaml

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Eng manager-mode plan review. Lock in the execution plan, data flow, diagrams, edge cases.

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CEO/founder-mode plan review. Rethink the problem, find the 10-star product, challenge premises.

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Generate API endpoint with route, controller, validation, and tests

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Generate CLI command with argument parsing, handler, help text, and tests

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Setup library project structure with src, build config, exports, and tests

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Generate TUI screen/view with layout, keybindings, state management, and tests

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Iteratively define problem and solution shapes.

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Generate test suite for existing code

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Validate and sanitize all API inputs. Zod schemas, error responses, security considerations.

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Systematic debugging methodology. Reproduce → Isolate → Hypothesize → Verify → Fix → Confirm.

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Test-Driven Development for backend code. Red-Green-Refactor cycle with practical patterns.

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Run database migrations safely in production. Zero-downtime strategies, rollback procedures, backward compatibility.

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Deep knowledge about deploying applications to Kubernetes clusters using kubectl, helm, and manifests.

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Deep knowledge about deploying applications to Netlify (static sites, edge functions, serverless functions).

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Deep knowledge about deploying applications to Baremetal servers or Virtual Private Servers (VPS) using SSH, SCP, Rsync, and PM2/Systemd.

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Deep knowledge about deploying applications to Vercel (Next.js, static sites, edge functions).

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Comprehensive UI/UX compliance check (A11y, performance, responsive).

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Debug React hooks infinite loops, stale closures, and missing dependencies. Systematic approach.

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