api-design
01Agent
Design a new API endpoint following DDD patterns — route, controller, service, serializer, types.
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Design a new API endpoint following DDD patterns — route, controller, service, serializer, types.
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Proactive codebase scanner that hunts for bugs, dead code, vulnerabilities, and smells. Auto-detects stack. Reports only high-confidence findings.
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Generate a grouped markdown changelog from recent git commits.
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Scan codebase for code quality issues like unused imports, console.logs, TODOs, and missing types.
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Compare current branch vs main/staging — changes, risk assessment, merge readiness.
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Coordinates work that spans multiple repos simultaneously — API + frontend + services. Maps impact, sequences changes, and tracks dependencies across your project's repositories.
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Validate database state — pending migrations, schema consistency, missing indexes.
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Systematic debugging — reproduce, trace, root cause, fix, test. Follows service layer patterns.
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Pre-deploy validation that checks branch, uncommitted changes, CI status, and pending PRs.
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Help structure difficult or important messages — Slack, email, or talking points.
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Reference pattern for multi-phase orchestration. The MAIN Claude instance acts as coordinator — this file documents the protocol, not a separate agent to spawn.
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Adversarial verification agent. Independently proves work is correct by running checks. Auto-detects stack. Resolves obstacles proactively. NEVER trusts claims — only evidence.
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End-to-end feature scaffolding following repo patterns — service, endpoints, types, hooks, components.
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Audits and tunes the local Claude Code harness (hooks, agents, skills, settings, MCP) for reliability, cost, and throughput. Proposes minimal reversible config changes, never rewrites product code.
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Production incident response — gather logs, recent deploys, commits, Linear issues, draft summary.
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Fetch context from a Linear issue before starting work. Reads issue details, comments, and related issues.
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Quick overview when entering a repo — branch, pending changes, recent commits, CI status.
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Performance analysis — N+1 queries, missing eager loading, slow queries, unnecessary re-renders.
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Validates that code is production-ready — no mocks, no stubs, no fake data, real integrations only. Run before any deploy to staging or main.
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Review code changes for security issues, performance problems, style, edge cases, and missing tests.
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Run security checks — Brakeman, bundle audit, pnpm audit, scan for hardcoded secrets.
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Generate sprint summary from git log + Linear for standups and reports to Samu.
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Test-Driven Development specialist for Rails + Next.js stacks — RSpec (Rails) and Jest/Vitest (Next.js). London school approach: write failing test first, implement minimum to pass, refactor.
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Generate comprehensive test specs for a file or feature — happy path, edge cases, error cases.