Add domain CRUD, energy density constraint, LLM status, reset results, score display fixes

Domain management:
- Add domain list/detail/form templates and full CRUD routes (domains.py)
- Add metric bound add/edit/delete via HTMX partials (_metrics_table.html)

Energy density constraint (Rule 6 in ConstraintResolver):
- Hard-block combos where power source provides <25% of platform's required Wh/kg
- Warn (conditional) when under-density but within 4x
- Solar Sail exempt (no stored energy); Airplane requires 400 Wh/kg, Spaceship 2000 Wh/kg
- Add energy_density_wh_kg provides to all 8 stored-energy power sources in seed data
- 3 new constraint resolver tests

LLM-complete status:
- Pipeline Pass 4 now sets combo status to llm_reviewed after successful LLM review
- update_combination_status guards against downgrading: scored won't overwrite
  llm_reviewed or reviewed; llm_reviewed won't overwrite reviewed
- Add badge-llm_reviewed CSS style (light blue)

Reset results:
- Repository.reset_domain_results() deletes combination_results, combination_scores,
  and pipeline_runs for a domain; pipeline re-evaluates on next run
- POST /results/<domain>/reset route with flash confirmation
- "Reset results" danger button with JS confirm dialog in results list

Fix composite score 0 displaying as --- (Jinja2 falsy 0.0 bug):
- Change `if r.composite_score` to `if r.composite_score is not none`

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

src/physcom_web/templates/domains/_metrics_table.html

@@ -0,0 +1,68 @@
+<table id="metrics-table">
+  <thead>
+    <tr>
+      <th>Metric</th>
+      <th>Unit</th>
+      <th>Weight</th>
+      <th>Norm Min</th>
+      <th>Norm Max</th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    {% for mb in domain.metric_bounds %}
+    <tr>
+      <td>{{ mb.metric_name }}</td>
+      <td>{{ mb.unit or '—' }}</td>
+      <td>{{ mb.weight }}</td>
+      <td>{{ mb.norm_min }}</td>
+      <td>{{ mb.norm_max }}</td>
+      <td class="actions">
+        <button class="btn btn-sm"
+                onclick="this.closest('tr').nextElementSibling.style.display='table-row'; this.closest('tr').style.display='none'">
+          Edit
+        </button>
+        <form method="post"
+              hx-post="{{ url_for('domains.metric_delete', domain_id=domain.id, metric_id=mb.metric_id) }}"
+              hx-target="#metrics-section" hx-swap="innerHTML"
+              class="inline-form">
+          <button type="submit" class="btn btn-sm btn-danger">Del</button>
+        </form>
+      </td>
+    </tr>
+    <tr class="edit-row" style="display:none">
+      <form method="post"
+            hx-post="{{ url_for('domains.metric_edit', domain_id=domain.id, metric_id=mb.metric_id) }}"
+            hx-target="#metrics-section" hx-swap="innerHTML">
+        <td>{{ mb.metric_name }}</td>
+        <td><input name="unit" value="{{ mb.unit or '' }}"></td>
+        <td><input name="weight" type="number" step="any" value="{{ mb.weight }}" required></td>
+        <td><input name="norm_min" type="number" step="any" value="{{ mb.norm_min }}" required></td>
+        <td><input name="norm_max" type="number" step="any" value="{{ mb.norm_max }}" required></td>
+        <td>
+          <button type="submit" class="btn btn-sm btn-primary">Save</button>
+          <button type="button" class="btn btn-sm"
+                  onclick="this.closest('tr').style.display='none'; this.closest('tr').previousElementSibling.style.display=''">
+            Cancel
+          </button>
+        </td>
+      </form>
+    </tr>
+    {% endfor %}
+  </tbody>
+</table>
+
+<h3>Add Metric</h3>
+<form method="post"
+      hx-post="{{ url_for('domains.metric_add', domain_id=domain.id) }}"
+      hx-target="#metrics-section" hx-swap="innerHTML"
+      class="dep-add-form">
+  <div class="form-row">
+    <input name="metric_name" placeholder="metric name" required>
+    <input name="unit" placeholder="unit">
+    <input name="weight" type="number" step="any" placeholder="weight" value="1.0" required>
+    <input name="norm_min" type="number" step="any" placeholder="norm min" value="0.0" required>
+    <input name="norm_max" type="number" step="any" placeholder="norm max" value="1.0" required>
+    <button type="submit" class="btn btn-primary">Add</button>
+  </div>
+</form>

src/physcom_web/templates/domains/detail.html

@@ -0,0 +1,36 @@
+{% extends "base.html" %}
+{% block title %}{{ domain.name }} — PhysCom{% endblock %}
+
+{% block content %}
+<div class="page-header">
+  <h1>{{ domain.name }}</h1>
+  <form method="post" action="{{ url_for('domains.domain_delete', domain_id=domain.id) }}" class="inline-form"
+        onsubmit="return confirm('Delete this domain and all its pipeline runs and results?')">
+    <button type="submit" class="btn btn-danger">Delete Domain</button>
+  </form>
+</div>
+
+<div class="card">
+  <form method="post" action="{{ url_for('domains.domain_detail', domain_id=domain.id) }}">
+    <div class="form-row">
+      <div class="form-group" style="flex:1">
+        <label for="name">Name</label>
+        <input type="text" id="name" name="name" value="{{ domain.name }}" required>
+      </div>
+      <div class="form-group" style="flex:2">
+        <label for="description">Description</label>
+        <input type="text" id="description" name="description" value="{{ domain.description }}">
+      </div>
+      <div class="form-group" style="align-self:end">
+        <button type="submit" class="btn btn-primary">Save</button>
+      </div>
+    </div>
+  </form>
+</div>
+
+<h2>Metrics</h2>
+
+<div id="metrics-section">
+  {% include "domains/_metrics_table.html" %}
+</div>
+{% endblock %}

src/physcom_web/templates/domains/form.html

@@ -0,0 +1,24 @@
+{% extends "base.html" %}
+{% block title %}New Domain — PhysCom{% endblock %}
+
+{% block content %}
+<h1>New Domain</h1>
+
+<div class="card">
+  <form method="post">
+    <div class="form-group">
+      <label for="name">Name</label>
+      <input type="text" id="name" name="name"
+             value="{{ request.form.get('name', '') }}" required placeholder="e.g. Urban Transit">
+    </div>
+    <div class="form-group">
+      <label for="description">Description</label>
+      <textarea id="description" name="description" rows="3">{{ request.form.get('description', '') }}</textarea>
+    </div>
+    <div class="form-actions">
+      <button type="submit" class="btn btn-primary">Create</button>
+      <a href="{{ url_for('domains.domain_list') }}" class="btn">Cancel</a>
+    </div>
+  </form>
+</div>
+{% endblock %}

src/physcom_web/templates/domains/list.html

@@ -2,14 +2,17 @@
 {% block title %}Domains — PhysCom{% endblock %}
 
 {% block content %}
-<h1>Domains</h1>
+<div class="page-header">
+  <h1>Domains</h1>
+  <a href="{{ url_for('domains.domain_new') }}" class="btn btn-primary">New Domain</a>
+</div>
 
 {% if not domains %}
-<p class="empty">No domains found. Seed data via CLI first.</p>
+<p class="empty">No domains found. <a href="{{ url_for('domains.domain_new') }}">Create one</a> or seed data via CLI.</p>
 {% else %}
   {% for d in domains %}
   <div class="card">
-    <h2>{{ d.name }}</h2>
+    <h2><a href="{{ url_for('domains.domain_detail', domain_id=d.id) }}">{{ d.name }}</a></h2>
     <p>{{ d.description }}</p>
     <table>
       <thead>

src/physcom_web/templates/pipeline/_run_status.html

@@ -1,6 +1,6 @@
 {# HTMX partial: live status for a single pipeline run #}
 <div class="run-status run-status-{{ run.status }}"
-     {% if run.status == 'running' or run.status == 'pending' %}
+     {% if run.status in ('running', 'pending', 'rate_limited') %}
      hx-get="{{ url_for('pipeline.run_status', run_id=run.id) }}"
      hx-trigger="every 2s"
      hx-swap="outerHTML"
@@ -65,8 +65,14 @@
   <div class="flash flash-error" style="margin-top:0.5rem">{{ run.error_message }}</div>
   {% endif %}
 
+  {% if run.status == 'rate_limited' %}
+  <div class="flash flash-info" style="margin-top:0.5rem">
+    Rate limited — waiting for quota to refresh, then resuming automatically.
+  </div>
+  {% endif %}
+
   <div class="run-status-actions">
-    {% if run.status == 'running' %}
+    {% if run.status in ('running', 'rate_limited') %}
     <form method="post" action="{{ url_for('pipeline.run_cancel', run_id=run.id) }}" class="inline-form">
       <button type="submit" class="btn btn-danger btn-sm">Cancel</button>
     </form>

src/physcom_web/templates/pipeline/run.html

@@ -74,7 +74,7 @@
   </form>
 </div>
 
-{% set active_runs = runs | selectattr('status', 'in', ['pending', 'running']) | list %}
+{% set active_runs = runs | selectattr('status', 'in', ['pending', 'running', 'rate_limited']) | list %}
 {% if active_runs %}
 <h2>Active Runs</h2>
 {% for run in active_runs %}

src/physcom_web/templates/results/list.html

@@ -15,7 +15,14 @@
 
 {% if domain and results is not none %}
 <div class="card">
-  <h2>{{ domain.name }} <span class="subtitle">{{ domain.description }}</span></h2>
+  <div class="page-header">
+    <h2>{{ domain.name }} <span class="subtitle">{{ domain.description }}</span></h2>
+    <form method="post" action="{{ url_for('results.reset_results', domain_name=domain.name) }}"
+          class="inline-form"
+          onsubmit="return confirm('Delete all results for {{ domain.name }}? This cannot be undone.')">
+      <button type="submit" class="btn btn-danger btn-sm">Reset results</button>
+    </form>
+  </div>
 
   {% if statuses %}
   <div class="filter-row">
@@ -53,7 +60,7 @@
       {% for r in results %}
       <tr>
         <td>{{ loop.index }}</td>
-        <td class="score-cell">{{ "%.4f"|format(r.composite_score) if r.composite_score else '—' }}</td>
+        <td class="score-cell">{{ "%.4f"|format(r.composite_score) if r.composite_score is not none else '—' }}</td>
         <td>{{ r.combination.entities|map(attribute='name')|join(' + ') }}</td>
         <td><span class="badge badge-{{ r.combination.status }}">{{ r.combination.status }}</span></td>
         <td class="block-reason-cell">