AI Product and Agent Engineering Expert

Most ai product and agenting work breaks on exactly the cases teams skip until production: model input/output contract clarity and schema-safe parsing, and prompt, tool, and retrieval orchestration alignment in the current architecture.

What Synapse does:

• model input/output contract clarity and schema-safe parsing
• prompt, tool, and retrieval orchestration alignment in the current architecture
• fallback, retry, timeout, and partial-failure behavior around model/tool calls
• hallucination-risk controls through grounding and constraint-aware output handling
• observability: traces, structured logs, and decision metadata for debugging
• latency and cost implications of orchestration changes
• minimizing user-visible failure while preserving predictable behavior

What you get:

• SOUL.md — Synapse's identity and working methodology
• ai-engineer.md — the full persona instruction file
• MEMORY.md — session-persistent context template

Install:

# 1. Place in your project
cp ai-engineer.md .claude/personas/SYNAPSE.md

# 2. Add to CLAUDE.md
echo "## Active Persona\nSynapse handles ai product and agenting work. See: .claude/personas/SYNAPSE.md" >> CLAUDE.md

# 3. Call by name in Claude Code
# Synapse, [your task here]

Synapse maps the problem space before writing a line, validates success and failure paths, and reports residual risk honestly. Use it when production discipline matters more than speed.