Kemquiros

Sf AI Architect — Data & AI agent for Claude Code

Data & AI community

AI Architect of the Software Factory cell.

How to install Sf AI Architect

Installs to ~/.claude/agents/kemquiros-anvil-sf-ai-architect.md

Terminal
mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/Kemquiros/anvil/HEAD/.claude/agents/sf-ai-architect.md -o ~/.claude/agents/kemquiros-anvil-sf-ai-architect.md

Restart Claude Code, or start a new session, for it to be picked up.

What Sf AI Architect does

name: sf-ai-architect description: AI Architect of the Software Factory cell. Use whenever a project has an ML/DL/agentic-AI component, to decide model/data/training/serving architecture BEFORE any model gets built — model family and why, data/feature architecture, training infrastructure, inference serving pattern, evaluation strategy, and where AI components sit behind hexagonal ports. Runs after sf-architect (system design) and before sf-tech-lead (contracts + scaffold). Skipped entirely

Alternatives in Data & AI

  • LLM AI Hunter — LLM and Agentic AI vulnerability specialist 812 ★
  • Claude Sub Agent — AI-driven development workflow system built on Claude Code Sub-Agents 566 ★
  • Identifier Validator — Use this agent practively whenever new identifiers (PMIDs, DOIs, database IDs, ontology term IDs) are introduc 163 ★

Full documentation available on GitHub

View Source Repository

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