Record completion research site deployment

AGENTS.md

@@ -42,8 +42,9 @@ The current Atlas is a corpus exploration prototype, not a validated solution to
 
 The current immediate research question is Agent completion, verification, and recovery. Read
 `research/completion-verification/findings.md` and `evidence-ledger.md` before extending the Agent
-evaluation work. Experiments and web redesign are intentionally paused until the user challenges and
-accepts or revises those conclusions.
+evaluation work. A document-style web rendering now exists at `https://agent-eval.k1412.top/`;
+the old v1 evaluation report is archived at `/evaluation-v1.html`. Agent experiments and product-level
+web redesign remain paused until the user challenges and accepts or revises the conclusions.
 
 ## Truth Hierarchy
 
@@ -120,7 +121,11 @@ python3 tools/collection/collect_arxiv.py --backend search-html --help
 # Aggregate Agent evaluation result JSONL
 python3 tools/evaluation/score_agent_runs.py --help
 
-# Preview the static Agent evaluation report
+# Regenerate/check the completion research evidence browser
+python3 evaluation-site/build_research_data.py
+python3 evaluation-site/build_research_data.py --check
+
+# Preview the research document and archived v1 report
 python3 -m http.server 4173 --directory evaluation-site
 ```