Architecture designer, author cluster names, FP filtering, new pages

- Add /architecture page: system-of-systems view with 8 layers, component
  cards, gap markers, source coverage chart, and clickable detail sidebar
- Give author clusters meaningful names from orgs + draft topic keywords
- Filter false positives (73 drafts, 54 ideas) from idea clusters,
  architecture, ideas listing, and search results
- Add NIST source fetcher with curated catalog of 11 AI publications
- New pages: trends, complexity, sources, false positives, idea analysis
- Clickable gap cards with full details (evidence, priority, nearby work)
- Component detail panel with linked drafts and top ideas

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

src/webui/app.py

@@ -55,6 +55,14 @@ from webui.data import (
     get_ask_synthesize,
     get_category_summary,
     global_search,
+    get_architecture,
+    get_source_comparison,
+    get_false_positive_profile,
+    get_citation_influence,
+    get_bcp_analysis,
+    get_trends_data,
+    get_complexity_data,
+    get_idea_analysis,
 )
 
 app = Flask(
@@ -306,6 +314,17 @@ def idea_clusters():
     return render_template("idea_clusters.html", clusters=data)
 
 
+@app.route("/architecture")
+def architecture():
+    data = get_architecture(db())
+    return render_template("architecture.html", arch=data)
+
+
+@app.route("/api/architecture")
+def api_architecture():
+    return jsonify(get_architecture(db()))
+
+
 @app.route("/similarity")
 def similarity():
     network = get_similarity_graph(db())
@@ -331,7 +350,9 @@ def authors():
 @app.route("/citations")
 def citations():
     graph = get_citation_graph(db())
-    return render_template("citations.html", graph=graph)
+    influence = get_citation_influence(db())
+    bcp = get_bcp_analysis(db())
+    return render_template("citations.html", graph=graph, influence=influence, bcp=bcp)
 
 
 @app.route("/monitor")
@@ -674,6 +695,88 @@ def create_app(dev: bool = False) -> Flask:
     return app
 
 
+# ── Sources & False Positives ────────────────────────────────────────────
+
+
+@app.route("/sources")
+def sources_page():
+    data = get_source_comparison(db())
+    return render_template("sources.html", data=data)
+
+
+@app.route("/false-positives")
+def false_positives_page():
+    data = get_false_positive_profile(db())
+    return render_template("false_positives.html", data=data)
+
+
+@app.route("/api/sources")
+def api_sources():
+    data = get_source_comparison(db())
+    return jsonify(data)
+
+
+@app.route("/api/false-positives")
+def api_false_positives():
+    data = get_false_positive_profile(db())
+    return jsonify(data)
+
+
+# ── Citation Influence & BCP ─────────────────────────────────────────────
+
+
+@app.route("/api/citations/influence")
+def api_citation_influence():
+    return jsonify(get_citation_influence(db()))
+
+
+@app.route("/api/citations/bcp")
+def api_bcp_analysis():
+    return jsonify(get_bcp_analysis(db()))
+
+
+# ── Trends & Complexity ──────────────────────────────────────────────────
+
+
+@app.route("/trends")
+def trends():
+    data = get_trends_data(db())
+    return render_template("trends_analysis.html", data=data)
+
+
+@app.route("/complexity")
+def complexity():
+    data = get_complexity_data(db())
+    return render_template("complexity.html", data=data)
+
+
+@app.route("/api/trends")
+def api_trends():
+    data = get_trends_data(db())
+    return jsonify(data)
+
+
+@app.route("/api/complexity")
+def api_complexity():
+    data = get_complexity_data(db())
+    return jsonify(data)
+
+
+# ── Idea Analysis ────────────────────────────────────────────────────────
+
+
+@app.route("/idea-analysis")
+def idea_analysis():
+    data = get_idea_analysis(db())
+    return render_template("idea_analysis.html", data=data)
+
+
+@app.route("/api/idea-analysis")
+def api_idea_analysis():
+    data = get_idea_analysis(db())
+    return jsonify(data)
+
+
 if __name__ == "__main__":
     import argparse