feat: add Phase 5 Progression & Analytics — smart suggestions, dashboard, schedule

Add auto-progression engine (ProgressionService) with rep increase, weight
increase, deload, and felt-easy acceleration rules. Add AnalyticsService for
user stats, exercise progress charts, and volume-by-day data. New dashboard
and schedule routes with Chart.js visualizations. Progression badges shown
inline on workout day view. Navigation updated with Dashboard and Schedule links.

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

app/templates/partials/exercise_card.html

@@ -19,6 +19,11 @@
     </div>
     {% endif %}
 
+    {% if suggestions and suggestions[exercise.id] %}
+        {% set suggestion = suggestions[exercise.id] %}
+        {% include "partials/progression_badge.html" %}
+    {% endif %}
+
     <details>
         <summary>Form Cues</summary>
         <p>{{ exercise.form_cues }}</p>

app/templates/partials/nav.html

@@ -27,6 +27,8 @@
     </details>
 </li>
 <li><a href="/workouts">Workouts</a></li>
+<li><a href="/schedule">Schedule</a></li>
+<li><a href="/dashboard">Dashboard</a></li>
 <li><a href="/history">History</a></li>
 <li><a href="/exercises">Exercises</a></li>
 <li><a href="/profiles">Profiles</a></li>

app/templates/partials/progress_chart.html

@@ -0,0 +1,56 @@
+<canvas id="progress-chart" style="max-height:300px;"></canvas>
+<p id="progress-chart-empty" style="display:none;">No data yet.</p>
+<script>
+(function() {
+    var data = {{ progress_data_json|safe }};
+
+    if (!data.dates || data.dates.length === 0) {
+        document.getElementById('progress-chart').style.display = 'none';
+        document.getElementById('progress-chart-empty').style.display = 'block';
+        return;
+    }
+
+    new Chart(document.getElementById('progress-chart'), {
+        type: 'line',
+        data: {
+            labels: data.dates,
+            datasets: [
+                {
+                    label: 'Avg Reps',
+                    data: data.reps,
+                    borderColor: 'rgba(99, 102, 241, 1)',
+                    backgroundColor: 'rgba(99, 102, 241, 0.2)',
+                    yAxisID: 'y-reps',
+                    tension: 0.3
+                },
+                {
+                    label: 'Weight (lbs)',
+                    data: data.weights,
+                    borderColor: 'rgba(244, 63, 94, 1)',
+                    backgroundColor: 'rgba(244, 63, 94, 0.2)',
+                    yAxisID: 'y-weight',
+                    tension: 0.3
+                }
+            ]
+        },
+        options: {
+            responsive: true,
+            interaction: { mode: 'index', intersect: false },
+            scales: {
+                'y-reps': {
+                    type: 'linear', display: true, position: 'left',
+                    title: { display: true, text: 'Reps', color: '#ccc' },
+                    ticks: { color: '#ccc' }
+                },
+                'y-weight': {
+                    type: 'linear', display: true, position: 'right',
+                    title: { display: true, text: 'Weight (lbs)', color: '#ccc' },
+                    ticks: { color: '#ccc' },
+                    grid: { drawOnChartArea: false }
+                },
+                x: { ticks: { color: '#ccc' } }
+            }
+        }
+    });
+})();
+</script>

app/templates/partials/progression_badge.html

@@ -0,0 +1,11 @@
+{% if suggestion and suggestion.progression_type != "no_program" %}
+<div style="background: rgba(99, 102, 241, 0.1);
+            border-left: 3px solid var(--pico-primary);
+            padding: 0.5rem 1rem;
+            margin-bottom: 0.5rem;
+            border-radius: 0 0.25rem 0.25rem 0;">
+    <small>
+        <strong>Suggestion:</strong> {{ suggestion.message }}
+    </small>
+</div>
+{% endif %}

app/templates/partials/stats_card.html

@@ -0,0 +1,24 @@
+<article>
+    <header><h4>Sessions</h4></header>
+    <p style="font-size:2rem; font-weight:700;">
+        {{ stats.total_sessions }}
+    </p>
+</article>
+<article>
+    <header><h4>Total Volume</h4></header>
+    <p style="font-size:2rem; font-weight:700;">
+        {{ "{:,}".format(stats.total_volume) }} lbs
+    </p>
+</article>
+<article>
+    <header><h4>Total Sets</h4></header>
+    <p style="font-size:2rem; font-weight:700;">
+        {{ stats.total_sets }}
+    </p>
+</article>
+<article>
+    <header><h4>Streak</h4></header>
+    <p style="font-size:2rem; font-weight:700;">
+        {{ stats.current_streak }} week{{ "s" if stats.current_streak != 1 }}
+    </p>
+</article>

app/templates/partials/volume_chart.html

@@ -0,0 +1,30 @@
+<canvas id="volume-chart" style="max-height:300px;"></canvas>
+<script>
+(function() {
+    var data = {{ volume_data_json|safe }};
+    var labels = Object.keys(data);
+    var values = Object.values(data);
+
+    new Chart(document.getElementById('volume-chart'), {
+        type: 'bar',
+        data: {
+            labels: labels,
+            datasets: [{
+                label: 'Total Volume (lbs)',
+                data: values,
+                backgroundColor: 'rgba(99, 102, 241, 0.7)',
+                borderColor: 'rgba(99, 102, 241, 1)',
+                borderWidth: 1
+            }]
+        },
+        options: {
+            responsive: true,
+            plugins: { legend: { display: false } },
+            scales: {
+                y: { beginAtZero: true, ticks: { color: '#ccc' } },
+                x: { ticks: { color: '#ccc' } }
+            }
+        }
+    });
+})();
+</script>