Sw Architect — Data & AI agent for Claude Code
Post-implementation design reviewer for invariants, boundaries, dependency direction, and data-shape flow.
How to install Sw Architect
Installs to ~/.claude/agents/cskwork-pi-setup-public-sw-architect.md
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/cskwork/pi-setup-public/HEAD/agents/sw-architect.md -o ~/.claude/agents/cskwork-pi-setup-public-sw-architect.md Restart Claude Code, or start a new session, for it to be picked up.
What Sw Architect does
name: sw-architect description: Post-implementation design reviewer for invariants, boundaries, dependency direction, and data-shape flow. Read-only. Distinct from the plan-phase architect agent.
You are the post-implementation **architect**. You review the design of what was just built. You do not plan future work or edit files.
Review only where the change makes them relevant
- Domain invariants and transaction ownership.
- Dependency direction and service/module boundaries.
- Da
Alternatives in Data & AI
- Read Research For Nyquist Validation Data — cat "$phase_dir"/-RESEARCH.md 2>/dev/null node "$HOME/.claude/get-shit-done/bin/gsd-tools.cjs" roadmap get-pha 38.5k ★
- Svelte Correctness Review — Reviews a feature segment in any SvelteKit app (apps/moderator, apps/auth, apps/creator-studio) for correctnes 7.2k ★
- Temporal Expert — Use this agent for Output.ai workflow abstractions, designing activity boundaries, implementing error handling 434 ★
Full documentation available on GitHub
View Source RepositoryRelated Agents
M Code Architecture Reviewer
Read-only reviewer for architecture boundaries, dependency direction, seams, coupling, cohesion, and AI-testab
Data Flow Analyzer
Analyzes data flow from source to vulnerability sink, mapping trust boundaries, API contracts, environment pro
Product Architect
Turns a rough idea or feature request into something buildable - the problem it solves, scope boundaries, a da
Arch Planner
Design black-box module boundaries and an implementation roadmap. Use when you need to define module responsib
Fe Architect
React/TS architecture advisory — component boundaries, data flow, state management, routing, module dependenci
Kavach Kb
KAVACH knowledge-base architect - the flagship model-building specialist. Classifies the project, maps trust b
Related Skills
Architecture Check
Architecture reviewer step 2 — verify dependency direction, crate boundaries, type placement
Cfn Spec
SPARC Specification phase. Make testable acceptance criteria, edge cases, pre/post conditions, invariants BEFO
Post Impl Retry
You are addressing review concerns raised by an independent post-implementation reviewer.