homelabby/.planning/phases/07-research-agent-search/07-VERIFICATION.md

phase	verified	status	score	overrides_applied
07-research-agent-search	2026-04-10	human_needed	3/3 (code) — live LLM + SearXNG validation pending	0

Phase 7 Verification

Goal

Items flagged needs_research are automatically enriched by a SearXNG research agent, and any inventory question can be answered via natural language search.

Code-Level Verification (Complete)

#	Success Criterion	Status	Evidence
1	needs_research items auto-enriched by SearXNG → researched	✓	internal/research/agent.go RunOnce + 10min ticker
2	Natural language search returns filtered inventory	✓	internal/api/handlers/search.go Tier1 NL→filter translation
3	SearXNG queries sanitized	✓	SanitizeQuery regex [^a-zA-Z0-9 .\-_]+

All 2 Requirements Covered

AI-04 (SearXNG research) + UI-03 (NL search) — implemented and tested.

Test Results

• go test ./... — all packages pass
• cd web && npm run build — clean

Human Verification Required

1. Real SearXNG end-to-end test (SearXNG is live at 10.5.0.129:8080 — no auth needed)
2. Real Gemma 4 NL→filter parsing accuracy
3. Live needs_research enrichment cycle (requires real items in needs_research state + Tier 2 OpenRouter key)

Status

human_needed — code complete, requires live LLM and real inventory data for end-to-end validation.