diff --git a/public/isochrones/parsec.json b/public/isochrones/parsec.json
new file mode 100644
index 0000000..ad88a4b
--- /dev/null
+++ b/public/isochrones/parsec.json
@@ -0,0 +1 @@
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995,0.88,0.822,0.716,0.641,0.585,0.558,0.57,0.635,0.744,0.921,1.188,1.354,1.575,1.819,2.1,2.351,2.573,2.783,2.983,2.987,3.174],"rp":[17.002,16.682,16.143,15.557,14.85,13.787,12.909,12.833,12.232,11.867,11.669,11.138,10.832,10.575,10.031,9.416,9.262,8.684,7.896,7.145,6.68,6.444,6.434,6.216,6.028,5.828,5.678,5.539,5.341,5.207,5.078,4.971,4.917,4.682,4.602,4.464,4.343,4.249,4.108,4.032,3.975,3.819,3.725,3.61,3.398,3.298,3.186,3.078,2.977,2.867,2.663,2.564,2.469,2.369,2.178,2.057,1.966,1.877,1.669,1.555,1.444,1.474,1.544,1.43,1.321,1.107,1.006,0.904,0.805,0.708,0.527,0.439,0.359,0.194,0.12,-0.03,-0.098,-0.232,-0.318,-0.378,-0.406,-0.386,-0.316,-0.175,0.018,0.131,0.264,0.405,0.575,0.776,0.961,1.11,1.247,1.362,1.466,1.46,0.778,0.778,0.728,0.567,0.494,0.339,0.268,0.118,-0.002,-0.069,-0.219,-0.133,-0.088,-0.219,-0.283,-0.41,-0.507,-0.577,-0.611,-0.594,-0.518,-0.399,-0.22,0.024,0.166,0.348,0.554,0.796,1.0,1.173,1.316,1.448,1.445,1.484],"ip":[14.595,14.279,13.748,13.233,12.672,11.828,11.121,11.059,10.576,10.287,10.122,9.684,9.437,9.231,8.777,8.271,8.157,7.739,7.186,6.657,6.32,6.134,6.125,5.938,5.774,5.595,5.46,5.334,5.15,5.026,4.905,4.803,4.752,4.527,4.45,4.315,4.195,4.1,3.951,3.833,3.741,3.569,3.471,3.353,3.137,3.035,2.922,2.811,2.708,2.595,2.386,2.284,2.185,2.081,1.882,1.756,1.661,1.566,1.346,1.226,1.106,1.141,1.217,1.094,0.977,0.745,0.63,0.516,0.405,0.294,0.08,-0.025,-0.125,-0.323,-0.417,-0.601,-0.69,-0.86,-1.025,-1.177,-1.317,-1.436,-1.544,-1.627,-1.67,-1.676,-1.658,-1.63,-1.578,-1.504,-1.43,-1.362,-1.292,-1.209,-1.107,-1.089,0.456,0.462,0.415,0.233,0.15,-0.029,-0.113,-0.29,-0.435,-0.519,-0.706,-0.599,-0.542,-0.707,-0.791,-0.96,-1.124,-1.282,-1.429,-1.562,-1.669,-1.74,-1.776,-1.773,-1.748,-1.7,-1.628,-1.53,-1.437,-1.353,-1.253,-1.154,-1.155,-1.066],"zs":[13.332,13.018,12.491,12.033,11.59,10.901,10.293,10.239,9.817,9.564,9.416,9.028,8.811,8.631,8.226,7.777,7.681,7.335,6.887,6.457,6.175,6.012,6.004,5.831,5.678,5.511,5.384,5.265,5.09,4.971,4.856,4.758,4.708,4.489,4.414,4.281,4.162,4.065,3.91,3.763,3.649,3.466,3.366,3.246,3.026,2.923,2.808,2.695,2.591,2.476,2.263,2.158,2.057,1.951,1.747,1.617,1.519,1.421,1.194,1.069,0.945,0.982,1.062,0.935,0.812,0.57,0.45,0.33,0.214,0.097,-0.131,-0.243,-0.351,-0.564,-0.668,-0.869,-0.969,-1.16,-1.354,-1.54,-1.717,-1.88,-2.043,-2.194,-2.307,-2.348,-2.365,-2.371,-2.356,-2.32,-2.284,-2.253,-2.219,-2.174,-2.137,-2.229,0.3,0.308,0.262,0.07,-0.019,-0.21,-0.299,-0.489,-0.645,-0.737,-0.942,-0.825,-0.763,-0.943,-1.038,-1.228,-1.42,-1.611,-1.798,-1.98,-2.144,-2.273,-2.372,-2.442,-2.452,-2.445,-2.413,-2.359,-2.309,-2.266,-2.209,-2.153,-2.157,-2.142]}}]}
\ No newline at end of file
diff --git a/scripts/generate_isochrones.py b/scripts/generate_isochrones.py
new file mode 100644
index 0000000..78431ce
--- /dev/null
+++ b/scripts/generate_isochrones.py
@@ -0,0 +1,371 @@
+#!/usr/bin/env python3
+"""Generate the isochrone grid asset for the HR-diagram (cluster CMD) feature.
+
+Fetches PARSEC v1.2S isochrones from the CMD web service (stev.oapd.inaf.it,
+CMD 3.9, YBC bolometric corrections) in the Pan-STARRS1 photometric system and
+writes the model-agnostic columnar JSON asset consumed by the frontend fitting
+UI (see ptr_datalab/datalab/datalab_session/data_operations/HR_DIAGRAM_DESIGN.md,
+section 6).
+
+BANZAI reduces only gp/rp/ip/zs and zero-points them against ATLAS-REFCAT2,
+which is on the PS1 system (LCO 'zs' is the PS1-z filter), so PS1 gP1/rP1/iP1/zP1
+AB magnitudes are the matching absolute system for all four filters.
+
+Each isochrone is decimated to a fixed number of points sampled uniformly by
+arc length in magnitude space (evolutionary-stage boundaries are always kept),
+which makes the shipped size independent of the source model's native sampling.
+
+This is offline developer tooling: run it by hand, commit the JSON it writes.
+Requires only python3 + requests. Examples:
+
+  # single-slice spike
+  python scripts/generate_isochrones.py --feh 0.0 --out /tmp/parsec_feh0.json
+
+  # production grid
+  python scripts/generate_isochrones.py --feh-min -2.0 --feh-max 0.3 --feh-step 0.1 \
+      --out public/isochrones/parsec.json
+
+The CMD server sends an incomplete TLS chain (leaf only, missing the ZeroSSL
+intermediate), so default certificate verification fails on most Linux systems.
+Pass --cacert with a bundle that includes the intermediate, or --insecure.
+"""
+
+import argparse
+import datetime
+import gzip
+import json
+import math
+import re
+import sys
+import time
+from pathlib import Path
+
+import requests
+
+CMD_ROOT = 'https://stev.oapd.inaf.it'
+CMD_FORM_URL = f'{CMD_ROOT}/cgi-bin/cmd_3.9'
+REQUEST_TIMEOUT_SECONDS = 300
+SECONDS_BETWEEN_REQUESTS = 5
+# The CMD server drops connections now and then (RemoteDisconnected mid-run has
+# been observed), so every request gets a few attempts with growing pauses
+MAX_FETCH_ATTEMPTS = 4
+SECONDS_BETWEEN_ATTEMPTS = 15
+
+PHOTSYS_FILE = 'YBC_tab_mag_odfnew/tab_mag_panstarrs1.dat'   # Pan-STARRS1, AB mags
+# datalab filter name -> CMD table column
+MAG_COLUMNS = {'gp': 'gP1mag', 'rp': 'rP1mag', 'ip': 'iP1mag', 'zs': 'zP1mag'}
+FILTERS = list(MAG_COLUMNS)
+MAG_SYSTEM = {name: 'AB' for name in FILTERS}
+
+# PARSEC evolutionary-stage labels: 0=PMS 1=MS 2=SGB 3=RGB 4-6=core-He 7=E-AGB
+# 8=TP-AGB 9=post-AGB. TP-AGB and beyond are dropped: a handful of stars per
+# cluster, model mags dominated by pulsation/dust choices, and they add wild
+# excursions the fitting UI doesn't want.
+MAX_STAGE_LABEL = 7
+
+# Complete CMD 3.9 form (defaults read from the live form 2026-07-06), so the
+# CGI never falls back on server-side defaults we didn't choose. Values we vary
+# are overridden per request in build_form().
+CMD_FORM_DEFAULTS = {
+    'cmd_version': '3.9',
+    'track_parsec': 'parsec_CAF09_v1.2S',
+    'track_omegai': '0.00',
+    'track_colibri': 'parsec_CAF09_v1.2S_S_LMC_08_web',
+    'track_postagb': 'no',
+    'n_inTPC': '10',
+    'eta_reimers': '0.2',
+    'kind_interp': '1',
+    'kind_postagb': '-1',
+    'photsys_file': PHOTSYS_FILE,
+    'photsys_version': 'YBCnewVega',
+    'dust_sourceM': 'dpmod60alox40',
+    'dust_sourceC': 'AMCSIC15',
+    'kind_mag': '2',
+    'kind_dust': '0',
+    'extinction_av': '0.0',
+    'extinction_coeff': 'constant',
+    'extinction_curve': 'cardelli',
+    'kind_LPV': '4',
+    'imf_file': 'tab_imf/imf_kroupa_orig.dat',
+    'isoc_isagelog': '1',               # age grid in log10(yr)
+    'isoc_agelow': '1.0e9',
+    'isoc_ageupp': '1.0e10',
+    'isoc_dage': '0.0',
+    'isoc_lagelow': '',                 # per request
+    'isoc_lageupp': '',                 # per request
+    'isoc_dlage': '',                   # per request
+    'isoc_ismetlog': '1',               # metallicity as [M/H] (= [Fe/H], scaled solar)
+    'isoc_zlow': '0.0152',
+    'isoc_zupp': '0.03',
+    'isoc_dz': '0.0',
+    'isoc_metlow': '',                  # per request
+    'isoc_metupp': '',                  # per request
+    'isoc_dmet': '0.0',
+    'output_kind': '0',                 # isochrone tables
+    'output_evstage': '1',              # include the stage label column
+    'lf_maginf': '-15',
+    'lf_magsup': '20',
+    'lf_deltamag': '0.5',
+    'sim_mtot': '1.0e4',
+    'submit_form': 'Submit',
+}
+CGI_FIELDS = [
+    'dust_sourceC', 'dust_sourceM', 'extinction_coeff', 'extinction_curve',
+    'isoc_isagelog', 'isoc_ismetlog', 'kind_LPV', 'output_gzip', 'output_kind',
+    'photsys_version', 'track_colibri', 'track_parsec', 'track_postagb',
+]
+
+
+def build_form(feh, lage_min, lage_max, lage_step):
+    form = dict(CMD_FORM_DEFAULTS)
+    form['isoc_metlow'] = f'{feh:g}'
+    form['isoc_metupp'] = f'{feh:g}'
+    form['isoc_lagelow'] = f'{lage_min:g}'
+    form['isoc_lageupp'] = f'{lage_max:g}'
+    form['isoc_dlage'] = f'{lage_step:g}'
+    # .cgifields is a repeated key, so send the form as a list of tuples
+    return list(form.items()) + [('.cgifields', name) for name in CGI_FIELDS]
+
+
+def request_with_retry(session, method, url, **kwargs):
+    """Issue one HTTP request, retrying dropped connections/timeouts/5xx."""
+    for attempt in range(1, MAX_FETCH_ATTEMPTS + 1):
+        try:
+            response = session.request(method, url, timeout=REQUEST_TIMEOUT_SECONDS, **kwargs)
+            response.raise_for_status()
+            return response
+        except requests.exceptions.SSLError:
+            raise   # not transient; let main() print the CA-chain hint
+        except (requests.exceptions.ConnectionError, requests.exceptions.Timeout,
+                requests.exceptions.HTTPError) as error:
+            status = getattr(getattr(error, 'response', None), 'status_code', None)
+            if status is not None and status < 500:
+                raise
+            if attempt == MAX_FETCH_ATTEMPTS:
+                raise
+            wait = SECONDS_BETWEEN_ATTEMPTS * attempt
+            print(f'    attempt {attempt} failed ({type(error).__name__}), '
+                  f'retrying in {wait}s ...', flush=True)
+            time.sleep(wait)
+
+
+def fetch_isochrone_table(session, feh, args):
+    """POST one [Fe/H] slice request; return the ASCII isochrone table."""
+    cache_file = None
+    if args.raw_dir:
+        grid = f'lage{args.lage_min:g}-{args.lage_max:g}-{args.lage_step:g}'
+        cache_file = Path(args.raw_dir) / f'cmd39_panstarrs1_feh{feh:+.2f}_{grid}.dat'
+        if cache_file.exists():
+            print(f'  [Fe/H]={feh:+.2f}: using cached {cache_file}')
+            return cache_file.read_text()
+
+    form = build_form(feh, args.lage_min, args.lage_max, args.lage_step)
+    print(f'  [Fe/H]={feh:+.2f}: querying CMD ...', flush=True)
+    page = request_with_retry(session, 'POST', CMD_FORM_URL, data=form)
+    match = re.search(r'output\d+\.dat', page.text)
+    if not match:
+        snippet = re.sub(r'<[^>]+>', ' ', page.text)
+        snippet = ' '.join(snippet.split())[:600]
+        raise RuntimeError(f'CMD returned no output link. Server said: {snippet}')
+    data_url = f'{CMD_ROOT}/tmp/{match.group(0)}'
+    table = request_with_retry(session, 'GET', data_url)
+    if cache_file:
+        cache_file.parent.mkdir(parents=True, exist_ok=True)
+        cache_file.write_text(table.text)
+    time.sleep(SECONDS_BETWEEN_REQUESTS)
+    return table.text
+
+
+def parse_cmd_table(text):
+    """Parse a CMD .dat table into (column_names, rows of floats)."""
+    columns = None
+    rows = []
+    for line in text.splitlines():
+        line = line.strip()
+        if not line:
+            continue
+        if line.startswith('#'):
+            tokens = line.lstrip('#').split()
+            if 'Zini' in tokens and 'logAge' in tokens:
+                columns = tokens
+            continue
+        if columns is None:
+            raise RuntimeError('CMD table data began before any column header line')
+        values = line.split()
+        if len(values) != len(columns):
+            raise RuntimeError(f'CMD row has {len(values)} values for {len(columns)} columns')
+        rows.append([float(v) for v in values])
+    if not rows:
+        raise RuntimeError('CMD table contained no data rows')
+    return columns, rows
+
+
+def group_by_isochrone(columns, rows):
+    """Split table rows into per-(feh, log_age) isochrones, in file order.
+
+    Returns {(feh, log_age): {'mass': [...], 'label': [...], '<filter>': [...]}}
+    with TP-AGB/post-AGB rows dropped.
+    """
+    index = {name: columns.index(name) for name in ['MH', 'logAge', 'Mini', 'label']}
+    for cmd_name in MAG_COLUMNS.values():
+        index[cmd_name] = columns.index(cmd_name)
+
+    isochrones = {}
+    for row in rows:
+        if row[index['label']] > MAX_STAGE_LABEL:
+            continue
+        key = (round(row[index['MH']], 3), round(row[index['logAge']], 3))
+        entry = isochrones.setdefault(key, {'mass': [], 'label': []})
+        entry['mass'].append(row[index['Mini']])
+        entry['label'].append(int(row[index['label']]))
+        for filter_name, cmd_name in MAG_COLUMNS.items():
+            entry.setdefault(filter_name, []).append(row[index[cmd_name]])
+    return isochrones
+
+
+def decimate_indices(isochrone, n_target):
+    """Pick ~n_target original points, uniform by arc length in mag space.
+
+    Arc length is measured across all four magnitudes together so curvature in
+    any blue/red CMD projection stays resolved. The first point of every
+    evolutionary-stage run and the endpoints are always kept.
+    """
+    n = len(isochrone['mass'])
+    if n <= n_target:
+        return list(range(n))
+
+    arc = [0.0]
+    for i in range(1, n):
+        step = math.sqrt(sum((isochrone[f][i] - isochrone[f][i - 1]) ** 2 for f in FILTERS))
+        arc.append(arc[-1] + step)
+    total = arc[-1]
+
+    keep = {0, n - 1}
+    for i in range(1, n):
+        if isochrone['label'][i] != isochrone['label'][i - 1]:
+            keep.add(i)
+    if total > 0:
+        j = 0
+        for k in range(n_target):
+            target = total * k / (n_target - 1)
+            while j < n - 1 and arc[j + 1] < target:
+                j += 1
+            nearer = j if (j == n - 1 or target - arc[j] <= arc[j + 1] - target) else j + 1
+            keep.add(nearer)
+    return sorted(keep)
+
+
+def build_asset(isochrones_by_key, args):
+    feh_nodes = sorted({key[0] for key in isochrones_by_key})
+    log_age_nodes = sorted({key[1] for key in isochrones_by_key})
+    isochrones = []
+    points_before, points_after = 0, 0
+    for (feh, log_age), isochrone in sorted(isochrones_by_key.items()):
+        indices = decimate_indices(isochrone, args.points)
+        points_before += len(isochrone['mass'])
+        points_after += len(indices)
+        isochrones.append({
+            'feh': feh,
+            'log_age': log_age,
+            'mass': [round(isochrone['mass'][i], 4) for i in indices],
+            'mags': {f: [round(isochrone[f][i], 3) for i in indices] for f in FILTERS},
+        })
+    asset = {
+        'model': 'PARSEC v1.2S + COLIBRI S_LMC (CMD 3.9, YBC bolometric corrections)',
+        'generated': datetime.date.today().isoformat(),
+        'source': CMD_FORM_URL,
+        'photsys_file': PHOTSYS_FILE,
+        'mag_system': MAG_SYSTEM,
+        'filters': FILTERS,
+        'feh_nodes': feh_nodes,
+        'log_age_nodes': log_age_nodes,
+        'isochrones': isochrones,
+    }
+    return asset, points_before, points_after
+
+
+def summarize(asset, points_before, points_after, out_path):
+    raw = json.dumps(asset, separators=(',', ':')).encode()
+    gzipped = gzip.compress(raw, 6)
+    n = len(asset['isochrones'])
+    print(f'\nWrote {out_path}')
+    print(f'  isochrones: {n} '
+          f'({len(asset["feh_nodes"])} [Fe/H] x {len(asset["log_age_nodes"])} log-age nodes)')
+    print(f'  points: {points_before} -> {points_after} after decimation '
+          f'(mean {points_after / n:.0f}/isochrone)')
+    print(f'  size: {len(raw) / 1e6:.2f} MB raw, {len(gzipped) / 1e6:.2f} MB gzip')
+    per_isochrone = len(gzipped) / n
+    # extrapolate single-slice spikes to the production default: 24 [Fe/H] nodes
+    full_grid = 24 * len(asset['log_age_nodes'])
+    print(f'  full-grid estimate (24 [Fe/H] x {len(asset["log_age_nodes"])} ages = '
+          f'{full_grid} isochrones): ~{per_isochrone * full_grid / 1e6:.1f} MB gzip')
+
+
+def parse_args():
+    parser = argparse.ArgumentParser(description=__doc__,
+                                     formatter_class=argparse.RawDescriptionHelpFormatter)
+    parser.add_argument('--feh', type=float, action='append',
+                        help='[Fe/H] node (repeatable); overrides --feh-min/max/step')
+    # 0.1 dex [Fe/H] steps move the lower main sequence by 0.006-0.06 mag in
+    # gp-rp (metal-poor -> metal-rich), about one photometric error bar per
+    # slider stop; finer steps are indistinguishable on the plot. The +0.3 top
+    # node keeps super-solar open clusters (e.g. NGC 6791) covered.
+    parser.add_argument('--feh-min', type=float, default=-2.0)
+    parser.add_argument('--feh-max', type=float, default=0.3)
+    parser.add_argument('--feh-step', type=float, default=0.1)
+    parser.add_argument('--lage-min', type=float, default=6.6)
+    # CMD's age stepping excludes the upper bound, so ask past the last node we
+    # want (10.10, old globulars); 10.13 is PARSEC's own upper validity limit
+    parser.add_argument('--lage-max', type=float, default=10.13)
+    parser.add_argument('--lage-step', type=float, default=0.05)
+    parser.add_argument('--points', type=int, default=200,
+                        help='decimation target per isochrone (default 200)')
+    parser.add_argument('--out', required=True, help='output JSON path')
+    parser.add_argument('--raw-dir', help='cache raw CMD responses here (skips refetching)')
+    parser.add_argument('--cacert', help='CA bundle for stev.oapd.inaf.it (see module docstring)')
+    parser.add_argument('--insecure', action='store_true',
+                        help='disable TLS verification for the CMD server')
+    return parser.parse_args()
+
+
+def main():
+    args = parse_args()
+    if args.feh:
+        feh_values = args.feh
+    else:
+        count = int(round((args.feh_max - args.feh_min) / args.feh_step)) + 1
+        feh_values = [round(args.feh_min + i * args.feh_step, 3) for i in range(count)]
+
+    session = requests.Session()
+    # fresh socket per request: the CMD server silently closes idle keep-alive
+    # connections, which surfaces as RemoteDisconnected on the next POST
+    session.headers['Connection'] = 'close'
+    if args.insecure:
+        session.verify = False
+        requests.packages.urllib3.disable_warnings()
+    elif args.cacert:
+        session.verify = args.cacert
+
+    print(f'Fetching {len(feh_values)} [Fe/H] slice(s) from {CMD_FORM_URL}')
+    isochrones_by_key = {}
+    try:
+        for feh in feh_values:
+            text = fetch_isochrone_table(session, feh, args)
+            columns, rows = parse_cmd_table(text)
+            isochrones_by_key.update(group_by_isochrone(columns, rows))
+    except requests.exceptions.SSLError:
+        sys.exit('TLS verification failed: stev.oapd.inaf.it sends an incomplete '
+                 'certificate chain. Re-run with --cacert <bundle including the '
+                 'ZeroSSL intermediate> or --insecure.')
+
+    asset, points_before, points_after = build_asset(isochrones_by_key, args)
+
+    out_path = Path(args.out)
+    out_path.parent.mkdir(parents=True, exist_ok=True)
+    with open(out_path, 'w') as out_file:
+        json.dump(asset, out_file, separators=(',', ':'))
+    summarize(asset, points_before, points_after, out_path)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/src/components/Analysis/DistanceHistogram.vue b/src/components/Analysis/DistanceHistogram.vue
new file mode 100644
index 0000000..e3cd552
--- /dev/null
+++ b/src/components/Analysis/DistanceHistogram.vue
@@ -0,0 +1,346 @@
+<script setup>
+import Chart from 'chart.js/auto'
+import { ref, computed, watch, onMounted, onBeforeUnmount } from 'vue'
+import { downloadChartAsPNG } from '@/utils/downloadChart.js'
+import { getThemeColors, DIMMED_COLOR } from '@/utils/analysisCharts.js'
+import { useHistogramWindowSelect } from '@/utils/histogramWindowSelect.js'
+
+/*
+  Histogram of the Gaia Bailer-Jones geometric distances of the matched stars - a
+  distance-space companion to ParallaxHistogram. Bins are spaced in log10(distance), not linearly.
+  Each star's distance posterior is asymmetric (distance_lo / distance_hi are its 16th / 84th percentiles),
+  so instead of dropping the star into a single bin by its point estimate, we spread its unit weight across
+  bins as a split-normal in log-distance (sigma below = log(d) - log(d_lo), sigma
+  above = log(d_hi) - log(d)). Summed over stars this is the "uncertainty-weighted"
+  overlay curve: tightly-measured stars stay sharp, poorly-measured far stars melt
+  into a low broad bump instead of faking a crisp peak. The bars stay as familiar
+  integer counts of the point estimates; the curve is the error-aware view.
+
+  Bars inside the [distance_min, distance_max] window keep the primary color, the rest are
+  dimmed. The window is selected with two vertical lines (useHistogramWindowSelect): with no
+  window yet, drag across the plot to draw one out; once it exists, drag either dashed line to
+  adjust it (both bound through v-model:distance-min / distance-max).
+*/
+
+const props = defineProps({
+  cmd: {
+    type: Array,
+    required: true
+  },
+  distanceMin: {
+    type: Number,
+    default: null
+  },
+  distanceMax: {
+    type: Number,
+    default: null
+  }
+})
+
+const emit = defineEmits(['update:distanceMin', 'update:distanceMax'])
+
+const distanceCanvas = ref(null)
+let distanceChart = null
+let themeColors = {}
+
+const BIN_COUNT = 30
+// keep a split-normal side from collapsing to a spike when a bound equals the estimate
+const MIN_LOG_SIGMA = 1e-3
+
+// Abramowitz & Stegun 7.1.26 error function (max error ~1.5e-7), for the split-normal CDF
+function erf(x) {
+  const t = 1 / (1 + 0.3275911 * Math.abs(x))
+  const y = 1 - (((((1.061405429 * t - 1.453152027) * t) + 1.421413741) * t - 0.284496736) * t + 0.254829592) * t * Math.exp(-x * x)
+  return x < 0 ? -y : y
+}
+
+// CDF of a split-normal (two half-Gaussians joined at `mode` with different sigmas),
+// normalized to total mass 1 - the left half holds sigmaLo/(sigmaLo+sigmaHi) of it. Used
+// to integrate a star's distance posterior exactly over each bin
+function splitNormalCdf(value, mode, sigmaLo, sigmaHi) {
+  const leftFraction = sigmaLo / (sigmaLo + sigmaHi)
+  if (value < mode) {
+    return leftFraction * (1 + erf((value - mode) / (sigmaLo * Math.SQRT2)))
+  }
+  return leftFraction + (sigmaHi / (sigmaLo + sigmaHi)) * erf((value - mode) / (sigmaHi * Math.SQRT2))
+}
+
+// get non-null and positive distances only
+const distanceStars = computed(() => {
+  return props.cmd.filter((star) => Number.isFinite(star.distance) && star.distance > 0)
+})
+
+const histogram = computed(() => {
+  const stars = distanceStars.value
+  if (!stars.length) return { centers: [], counts: [], smear: [], logMin: 0, logStep: 0 }
+
+  const logs = stars.map((star) => Math.log10(star.distance))
+  let logMin = Math.min(...logs)
+  let logMax = Math.max(...logs)
+  if (logMin === logMax) {
+    // a single distinct distance still needs a nonzero (log) bin width
+    logMin -= 0.1
+    logMax += 0.1
+  }
+  const logStep = (logMax - logMin) / BIN_COUNT
+
+  const counts = new Array(BIN_COUNT).fill(0)
+  for (const log of logs) {
+    const bin = Math.min(Math.floor((log - logMin) / logStep), BIN_COUNT - 1)
+    counts[bin] += 1
+  }
+
+  // error-aware curve: each star's asymmetric distance posterior spread across the bins.
+  // It is modeled as a split-normal in log-distance (distance_lo / distance_hi are its
+  // 1-sigma-like bounds) and integrated exactly over each bin through its CDF, so every
+  // star contributes ~1 total however sharp or broad; the sum is the weighted density
+  const smear = new Array(BIN_COUNT).fill(0)
+  for (const star of stars) {
+    const logMed = Math.log10(star.distance)
+    if (!Number.isFinite(star.distance_lo) || !Number.isFinite(star.distance_hi)
+        || star.distance_lo <= 0 || star.distance_hi <= 0) {
+      // no usable bounds: the star is a delta at its point estimate
+      const bin = Math.min(Math.floor((logMed - logMin) / logStep), BIN_COUNT - 1)
+      smear[bin] += 1
+      continue
+    }
+    const sigmaLo = Math.max(logMed - Math.log10(star.distance_lo), MIN_LOG_SIGMA)
+    const sigmaHi = Math.max(Math.log10(star.distance_hi) - logMed, MIN_LOG_SIGMA)
+    let cdfLow = splitNormalCdf(logMin, logMed, sigmaLo, sigmaHi)
+    for (let bin = 0; bin < BIN_COUNT; bin++) {
+      const cdfHigh = splitNormalCdf(logMin + (bin + 1) * logStep, logMed, sigmaLo, sigmaHi)
+      smear[bin] += cdfHigh - cdfLow
+      cdfLow = cdfHigh
+    }
+  }
+
+  const centers = counts.map((_, index) => Math.pow(10, logMin + (index + 0.5) * logStep))
+  return { centers: centers, counts: counts, smear: smear, logMin: logMin, logStep: logStep }
+})
+
+// pc edges of bin index (log-spaced), used for dimming and tooltips
+function binEdges(index) {
+  const { logMin, logStep } = histogram.value
+  return [Math.pow(10, logMin + index * logStep), Math.pow(10, logMin + (index + 1) * logStep)]
+}
+
+// value <-> pixel on the category axis: the bins are uniform in log-distance, so a distance
+// maps through its log (bin i is centered at (i + 0.5) / N of the width). These take the chart
+// as an argument because the window plugin can fire during the Chart constructor's first draw,
+// before the component's chart variable is assigned
+function valueToPixel(chart, value) {
+  const { centers, logMin, logStep } = histogram.value
+  const area = chart.chartArea
+  const fraction = (Math.log10(value) - logMin) / (logStep * centers.length)
+  return area.left + fraction * (area.right - area.left)
+}
+
+function pixelToValue(chart, pixel) {
+  const { centers, logMin, logStep } = histogram.value
+  const area = chart.chartArea
+  const fraction = (pixel - area.left) / (area.right - area.left)
+  return Math.pow(10, logMin + fraction * logStep * centers.length)
+}
+
+// the draggable two-line min/max window (plugin + pointer handlers), shared with ParallaxHistogram
+const { windowActive, plugin: windowPlugin, attach: attachWindow, detach: detachWindow } = useHistogramWindowSelect({
+  chart: () => distanceChart,
+  min: () => props.distanceMin,
+  max: () => props.distanceMax,
+  emitMin: (value) => emit('update:distanceMin', value),
+  emitMax: (value) => emit('update:distanceMax', value),
+  valueToPixel,
+  pixelToValue,
+  extent: () => {
+    const { centers, logMin, logStep } = histogram.value
+    return centers.length ? { min: Math.pow(10, logMin), max: Math.pow(10, logMin + logStep * centers.length) } : null
+  },
+  round: Math.round,
+  lineColor: () => themeColors.secondary
+})
+
+// bars whose bin overlaps the selection window stay primary, the rest are dimmed
+const barColors = computed(() => {
+  const { counts } = histogram.value
+  return counts.map((_, index) => {
+    if (!windowActive()) return themeColors.primary
+    const [lower, upper] = binEdges(index)
+    const inWindow = upper >= props.distanceMin && lower <= props.distanceMax
+    return inWindow ? themeColors.primary : DIMMED_COLOR
+  })
+})
+
+function formatPc(value) {
+  if (value >= 10000) return `${Math.round(value / 1000)}k`
+  if (value >= 1000) return `${(value / 1000).toFixed(1)}k`
+  return `${Math.round(value)}`
+}
+
+function tooltipLines(context) {
+  if (context.dataset.type === 'line') {
+    return `≈ ${context.parsed.y.toFixed(1)} stars (uncertainty-weighted)`
+  }
+  const [lower, upper] = binEdges(context.dataIndex)
+  return [`${context.parsed.y} stars`, `distance ${formatPc(lower)}-${formatPc(upper)} pc`]
+}
+
+function buildDatasets() {
+  const { counts, smear } = histogram.value
+  return [
+    {
+      type: 'bar',
+      label: 'stars',
+      data: counts,
+      backgroundColor: barColors.value,
+      hoverBackgroundColor: themeColors.secondary,
+      barPercentage: 0.95,
+      categoryPercentage: 1.0,
+      order: 2
+    },
+    {
+      type: 'line',
+      label: 'uncertainty-weighted',
+      data: smear,
+      borderColor: themeColors.secondary,
+      backgroundColor: 'transparent',
+      borderWidth: 2,
+      pointRadius: 0,
+      pointHitRadius: 0,
+      tension: 0.3,
+      // lower order is drawn last in chart.js, keeping the curve on top of the bars
+      order: 1
+    }
+  ]
+}
+
+function updateChart() {
+  const { centers, counts, smear } = histogram.value
+  distanceChart.data.labels = centers.map((center) => formatPc(center))
+  distanceChart.data.datasets[0].data = counts
+  distanceChart.data.datasets[0].backgroundColor = barColors.value
+  distanceChart.data.datasets[1].data = smear
+  distanceChart.update()
+}
+
+function createChart() {
+  themeColors = getThemeColors()
+
+  const { centers } = histogram.value
+
+  distanceChart = new Chart(distanceCanvas.value, {
+    type: 'bar',
+    data: {
+      labels: centers.map((center) => formatPc(center)),
+      datasets: buildDatasets()
+    },
+    plugins: [windowPlugin],
+    options: {
+      responsive: true,
+      maintainAspectRatio: false,
+      animation: false,
+      interaction: { mode: 'index', intersect: false },
+      scales: {
+        x: {
+          title: { display: true, text: 'distance (pc, log scale)', color: themeColors.text },
+          border: { color: themeColors.text, width: 2 },
+          ticks: { color: themeColors.text, maxTicksLimit: 11 },
+          grid: { display: false }
+        },
+        y: {
+          beginAtZero: true,
+          title: { display: true, text: 'stars', color: themeColors.text },
+          border: { color: themeColors.text, width: 2 },
+          ticks: { color: themeColors.text, precision: 0 },
+          grid: { color: themeColors.background, tickColor: themeColors.text }
+        }
+      },
+      plugins: {
+        legend: { display: true, labels: { color: themeColors.text, usePointStyle: true } },
+        tooltip: { callbacks: { label: tooltipLines } }
+      }
+    }
+  })
+}
+
+watch(() => [props.cmd, props.distanceMin, props.distanceMax], () => {
+  if (distanceChart) {
+    updateChart()
+  }
+}, { deep: true })
+
+onMounted(() => {
+  createChart()
+  attachWindow()
+})
+
+onBeforeUnmount(() => {
+  detachWindow()
+})
+
+</script>
+<template>
+  <div class="wrapper">
+    <p class="title-distance">
+      Distances
+      <v-btn
+        icon="mdi-download"
+        class="download-btn"
+        title="Download as PNG"
+        @click="downloadChartAsPNG(distanceChart, 'distances.png', 'Distances')"
+      />
+    </p>
+    <div class="distance-plot-wrapper">
+      <canvas
+        ref="distanceCanvas"
+        class="distance-plot"
+      />
+    </div>
+    <p class="drag-hint">
+      {{ windowActive()
+        ? 'Drag the dashed lines to adjust the distance window'
+        : 'Drag across the plot to select a distance window' }}
+    </p>
+  </div>
+</template>
+
+<style scoped>
+.wrapper {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+  height: 100%;
+  min-height: 0;
+}
+.title-distance {
+  align-self: center;
+  display: flex;
+  align-items: center;
+  gap: 0.75rem;
+  margin: 0 0 1rem;
+}
+.distance-plot-wrapper {
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  flex: 1;
+  min-height: 0;
+  width: 100%;
+  position: relative;
+}
+.distance-plot {
+  width: 100% !important;
+  height: 100% !important;
+  touch-action: none;
+}
+.drag-hint {
+  align-self: center;
+  font-size: 0.75rem;
+  color: var(--info);
+  margin: 0.25rem 0 0;
+}
+.download-btn {
+  flex: 0 0 auto;
+  width: 44px;
+  height: 44px;
+}
+</style>
diff --git a/src/components/Analysis/HRDiagramPlot.vue b/src/components/Analysis/HRDiagramPlot.vue
new file mode 100644
index 0000000..b11160c
--- /dev/null
+++ b/src/components/Analysis/HRDiagramPlot.vue
@@ -0,0 +1,427 @@
+<script setup>
+import Chart from 'chart.js/auto'
+import { ref, reactive, computed, watch, onMounted } from 'vue'
+import { downloadChartAsPNG } from '@/utils/downloadChart.js'
+import { getThemeColors, DIMMED_COLOR, starPointStyles } from '@/utils/analysisCharts.js'
+
+/*
+  Color-Magnitude Diagram (observational HR diagram) of a star cluster.
+  A true numeric x/y scatter: x = blue - red color, y = red band magnitude (reversed,
+  brighter stars up). A small inline plugin draws error bars only when the star count
+  is low enough for them to be readable.
+
+  The isochrone overlay (the fitted model, placed by DataAnalysisView) is a
+  line-style dataset drawn on top of the stars.
+*/
+
+const props = defineProps({
+  cmdData: {
+    type: Object,
+    required: true
+  },
+  // per-star member flags aligned with cmdData.cmd, or null when no membership selection is active
+  memberFlags: {
+    type: Array,
+    default: null
+  },
+  // placed isochrone polyline [{x, y}, ...] in observed CMD coordinates, or null when unavailable
+  isochrone: {
+    type: Array,
+    default: null
+  },
+  // whether the isochrone is drawn: v-model'ed so the legend chip here and the
+  // show-switch in IsochroneControls toggle the same state
+  isochroneVisible: {
+    type: Boolean,
+    default: true
+  }
+})
+
+const emit = defineEmits(['update:isochroneVisible'])
+
+const hrDiagramCanvas = ref(null)
+let hrDiagramChart = null
+let themeColors = {}
+
+// beyond this many stars, per-point error bars are unreadable; errors stay in the tooltip though
+const ERROR_BAR_MAX_POINTS = 300
+const AXIS_PADDING = 0.3
+
+// the legend entries act as toggle chips for these rendering filters. Hidden
+// points keep their chart elements (radius and hit radius zeroed) instead of
+// being filtered out of the data: element counts must stay stable while the
+// membership selection drags, or points flicker (see pointStyles)
+const hiddenCategories = reactive({ members: false, field: false, gaiaOnly: false })
+
+// point objects depend only on the cmd data, never on the membership selection, so
+// their identity is stable while the selection is dragged (cmdIndex keys the star
+// back into memberFlags). Gaia-only stars plot too when they carry synthetic
+// photometry; those without any color/mag live on the membership plots only
+const points = computed(() => {
+  const cmd = props.cmdData.cmd || []
+  const plottable = []
+  cmd.forEach((star, index) => {
+    if (Number.isFinite(star.color) && Number.isFinite(star.mag)) {
+      plottable.push({ x: star.color, y: star.mag, star: star, cmdIndex: index })
+    }
+  })
+  return plottable
+})
+
+const axisTitles = computed(() => {
+  const blue = props.cmdData.blue_filter || 'blue'
+  const red = props.cmdData.red_filter || 'red'
+  return {
+    x: `${blue} - ${red} (color)`,
+    y: `${props.cmdData.mag_band || red} (magnitude)`
+  }
+})
+
+const chartTitle = computed(() => {
+  const clusterName = props.cmdData.cluster?.name
+  const flags = props.memberFlags
+  const starCount = points.value.length
+  const memberCount = flags ? points.value.filter((point) => flags[point.cmdIndex]).length : null
+  const countText = memberCount === null ? `${starCount} stars` : `${memberCount} of ${starCount} members`
+  return (clusterName ? `${clusterName}: ` : '') + `Color-Magnitude Diagram (${countText})`
+})
+
+const hasGaiaOnlyPoints = computed(() => points.value.some((point) => point.star.gaia_only))
+
+function pointVisible(point) {
+  if (point.star.gaia_only && hiddenCategories.gaiaOnly) return false
+  const flags = props.memberFlags
+  if (flags) {
+    // with a membership selection active, each point answers to its own chip:
+    // members to the 'Members' toggle, non-members to the 'Field stars' toggle
+    return flags[point.cmdIndex] ? !hiddenCategories.members : !hiddenCategories.field
+  }
+  // no membership selection: the 'Stars' chip covers the image stars, and
+  // Gaia-only points answer to the 'Gaia catalog' chip alone
+  return point.star.gaia_only || !hiddenCategories.members
+}
+
+// hidden categories (legend toggles) zero a point's radius + hit radius instead of removing it
+function pointStyles() {
+  return starPointStyles(points.value, { memberFlags: props.memberFlags, themeColors, isVisible: pointVisible })
+}
+
+function buildStarDataset() {
+  const { colors, radii, shapes, hitRadii } = pointStyles()
+  return {
+    label: 'Stars',
+    data: points.value,
+    parsing: false,
+    pointBackgroundColor: colors,
+    pointBorderColor: colors,
+    pointRadius: radii,
+    pointHitRadius: hitRadii,
+    pointStyle: shapes,
+    pointHoverRadius: 5,
+    pointHoverBackgroundColor: themeColors.secondary,
+    pointHoverBorderColor: themeColors.secondary
+  }
+}
+
+function buildIsochroneDataset() {
+  return {
+    label: 'Isochrone',
+    type: 'line',
+    data: props.isochrone,
+    parsing: false,
+    borderColor: themeColors.secondary,
+    backgroundColor: 'transparent',
+    borderWidth: 2,
+    pointRadius: 0,
+    // radius 0 alone still leaves points hoverable; keep the polyline out of
+    // tooltips entirely so nearby stars stay easy to inspect
+    pointHitRadius: 0,
+    pointHoverRadius: 0,
+    fill: false,
+    // chart.js draws the lowest order last, putting the model line on top of the stars
+    order: -1
+  }
+}
+
+// restyle the existing datasets in place by changing their properties depending on the membership group they are in.
+// Replacing them would recreate the chart elements and cause flickering in the points on the plot.
+function syncDatasets(datasets) {
+  const { colors, radii, shapes, hitRadii } = pointStyles()
+  const starDataset = datasets[0]
+  starDataset.data = points.value
+  starDataset.pointBackgroundColor = colors
+  starDataset.pointBorderColor = colors
+  starDataset.pointRadius = radii
+  starDataset.pointHitRadius = hitRadii
+  starDataset.pointStyle = shapes
+  const showIsochrone = props.isochrone && props.isochrone.length && props.isochroneVisible
+  if (showIsochrone && datasets.length > 1) {
+    datasets[1].data = props.isochrone
+  } else if (showIsochrone) {
+    datasets.push(buildIsochroneDataset())
+  } else if (datasets.length > 1) {
+    datasets.splice(1)
+  }
+}
+
+// legend entries are generated by hand (the member/field split is per-point
+// color, not per-dataset) and double as toggle chips: each carries the category
+// it flips, and toggled-off entries render struck through
+function legendLabels() {
+  const entries = []
+  if (props.memberFlags) {
+    entries.push({ text: 'Members', category: 'members', hidden: hiddenCategories.members, fillStyle: themeColors.primary, strokeStyle: themeColors.primary, pointStyle: 'circle', fontColor: themeColors.text })
+    entries.push({ text: 'Field stars', category: 'field', hidden: hiddenCategories.field, fillStyle: DIMMED_COLOR, strokeStyle: DIMMED_COLOR, pointStyle: 'circle', fontColor: themeColors.text })
+  } else {
+    entries.push({ text: 'Stars', category: 'members', hidden: hiddenCategories.members, fillStyle: themeColors.primary, strokeStyle: themeColors.primary, pointStyle: 'circle', fontColor: themeColors.text })
+  }
+  if (hasGaiaOnlyPoints.value) {
+    entries.push({ text: 'Gaia catalog', category: 'gaiaOnly', hidden: hiddenCategories.gaiaOnly, fillStyle: themeColors.primary, strokeStyle: themeColors.primary, pointStyle: 'triangle', fontColor: themeColors.text })
+  }
+  if (props.isochrone && props.isochrone.length) {
+    entries.push({ text: 'Isochrone', category: 'isochrone', hidden: !props.isochroneVisible, fillStyle: 'transparent', strokeStyle: themeColors.secondary, lineWidth: 2, pointStyle: 'line', fontColor: themeColors.text })
+  }
+  return entries
+}
+
+function toggleLegendCategory(event, legendItem) {
+  if (legendItem.category === 'isochrone') {
+    // owned by the parent so the IsochroneControls show-switch stays in sync
+    emit('update:isochroneVisible', !props.isochroneVisible)
+  } else if (legendItem.category) {
+    hiddenCategories[legendItem.category] = !hiddenCategories[legendItem.category]
+    updateChart()
+  }
+}
+
+// draws x/y error bars for the member stars, in their point color so PNG download stays consistent
+const errorBarPlugin = {
+  id: 'cmdErrorBars',
+  afterDatasetsDraw(chart) {
+    const starPoints = chart.data.datasets[0]?.data || []
+    const flags = props.memberFlags
+    const memberPoints = starPoints.filter((point) => (!flags || flags[point.cmdIndex]) && pointVisible(point))
+    if (!memberPoints.length || memberPoints.length > ERROR_BAR_MAX_POINTS) return
+
+    const { ctx } = chart
+    const xScale = chart.scales.x
+    const yScale = chart.scales.y
+    ctx.save()
+    ctx.strokeStyle = themeColors.primary
+    ctx.lineWidth = 1
+    for (const point of memberPoints) {
+      const star = point.star
+      if (!star) continue
+      const pixelX = xScale.getPixelForValue(point.x)
+      const pixelY = yScale.getPixelForValue(point.y)
+      if (star.color_err) {
+        ctx.beginPath()
+        ctx.moveTo(xScale.getPixelForValue(point.x - star.color_err), pixelY)
+        ctx.lineTo(xScale.getPixelForValue(point.x + star.color_err), pixelY)
+        ctx.stroke()
+      }
+      if (star.magerr) {
+        ctx.beginPath()
+        ctx.moveTo(pixelX, yScale.getPixelForValue(point.y - star.magerr))
+        ctx.lineTo(pixelX, yScale.getPixelForValue(point.y + star.magerr))
+        ctx.stroke()
+      }
+    }
+    ctx.restore()
+  }
+}
+
+// both axes are pinned to the stars only: letting chart.js auto-scale over the
+// isochrone dataset would rescale/pan the whole plot on every fit-slider tick,
+// since the polyline extends far beyond the data (by design). Pinned bounds keep
+// every star in view and let the model line clip at the chart edges instead
+function axisBounds() {
+  const plotted = points.value
+  if (!plotted.length) return null
+  let minColor = Infinity
+  let maxColor = -Infinity
+  let minMag = Infinity
+  let maxMag = -Infinity
+  for (const point of plotted) {
+    if (point.x < minColor) minColor = point.x
+    if (point.x > maxColor) maxColor = point.x
+    if (point.y < minMag) minMag = point.y
+    if (point.y > maxMag) maxMag = point.y
+  }
+  const colorPad = Math.max(0.1, 0.05 * (maxColor - minColor))
+  const magPad = Math.max(AXIS_PADDING, 0.05 * (maxMag - minMag))
+  return {
+    x: { min: minColor - colorPad, max: maxColor + colorPad },
+    y: { min: minMag - magPad, max: maxMag + magPad }
+  }
+}
+
+function showLegend() {
+  return !!props.memberFlags || hasGaiaOnlyPoints.value || !!(props.isochrone && props.isochrone.length)
+}
+
+function tooltipLines(context) {
+  const star = context.raw?.star
+  if (!star) return []
+  const lines = [
+    `color: ${star.color} ± ${star.color_err}`,
+    `${props.cmdData.mag_band || 'mag'}: ${star.mag} ± ${star.magerr}`,
+    `ra, dec: ${star.ra}, ${star.dec}`
+  ]
+  if (star.gaia_only) {
+    lines.unshift(`Gaia catalog star (G = ${star.g_mag}, synthetic photometry)`)
+  }
+  if (star.gaia_match) {
+    lines.push(`pm: ${star.pmra}, ${star.pmdec} mas/yr | parallax: ${star.parallax} mas`)
+  }
+  // Bailer-Jones geometric distance with its 16th-84th percentile range, when the source has one
+  if (star.distance != null) {
+    lines.push(`distance: ${Math.round(star.distance)} pc (${Math.round(star.distance_lo)}–${Math.round(star.distance_hi)})`)
+  }
+  return lines
+}
+
+function updateChart() {
+  const bounds = axisBounds()
+  syncDatasets(hrDiagramChart.data.datasets)
+  hrDiagramChart.options.scales.x.min = bounds?.x.min
+  hrDiagramChart.options.scales.x.max = bounds?.x.max
+  hrDiagramChart.options.scales.y.min = bounds?.y.min
+  hrDiagramChart.options.scales.y.max = bounds?.y.max
+  hrDiagramChart.options.plugins.legend.display = showLegend()
+  hrDiagramChart.update()
+}
+
+function createChart() {
+  themeColors = getThemeColors()
+
+  const bounds = axisBounds()
+
+  const datasets = [buildStarDataset()]
+  if (props.isochrone && props.isochrone.length && props.isochroneVisible) {
+    datasets.push(buildIsochroneDataset())
+  }
+  hrDiagramChart = new Chart(hrDiagramCanvas.value, {
+    type: 'scatter',
+    data: {
+      datasets: datasets
+    },
+    plugins: [errorBarPlugin],
+    options: {
+      responsive: true,
+      maintainAspectRatio: false,
+      animation: false,
+      interaction: { mode: 'nearest', intersect: true },
+      scales: {
+        x: {
+          type: 'linear',
+          min: bounds?.x.min,
+          max: bounds?.x.max,
+          title: { display: true, text: axisTitles.value.x, color: themeColors.text },
+          border: { color: themeColors.text, width: 2 },
+          ticks: { color: themeColors.text },
+          grid: { color: themeColors.background, tickColor: themeColors.text }
+        },
+        y: {
+          min: bounds?.y.min,
+          max: bounds?.y.max,
+          // brighter stars have smaller magnitudes and belong at the top
+          reverse: true,
+          title: { display: true, text: axisTitles.value.y, color: themeColors.text },
+          border: { color: themeColors.text, width: 2 },
+          ticks: { color: themeColors.text },
+          grid: { color: themeColors.background, tickColor: themeColors.text }
+        }
+      },
+      plugins: {
+        legend: {
+          display: showLegend(),
+          // chart.js' default click handler hides whole datasets, which the
+          // single shared star dataset can't support; ours toggles categories
+          onClick: toggleLegendCategory,
+          onHover: (event) => { event.native.target.style.cursor = 'pointer' },
+          onLeave: (event) => { event.native.target.style.cursor = 'default' },
+          labels: { color: themeColors.text, usePointStyle: true, generateLabels: legendLabels }
+        },
+        tooltip: {
+          callbacks: {
+            label: tooltipLines
+          }
+        }
+      }
+    }
+  })
+}
+
+// a new operation output is a fresh plot: clear the legend toggles
+watch(() => props.cmdData, () => {
+  Object.assign(hiddenCategories, { members: false, field: false, gaiaOnly: false })
+})
+
+watch(() => [props.cmdData, props.memberFlags, props.isochrone, props.isochroneVisible], () => {
+  if (hrDiagramChart && props.cmdData.cmd) {
+    updateChart()
+  } else if (hrDiagramCanvas.value) {
+    createChart()
+  }
+}, { deep: true })
+
+onMounted(() => {
+  createChart()
+})
+
+</script>
+<template>
+  <div class="wrapper">
+    <p class="title-cmd">
+      {{ chartTitle }}
+      <v-btn
+        icon="mdi-download"
+        class="download-btn"
+        title="Download as PNG"
+        @click="downloadChartAsPNG(hrDiagramChart, 'hr-diagram.png', chartTitle)"
+      />
+    </p>
+    <div class="hr-diagram-plot-wrapper">
+      <canvas
+        ref="hrDiagramCanvas"
+        class="hr-diagram-plot"
+      />
+    </div>
+  </div>
+</template>
+
+<style scoped>
+.wrapper {
+  display: flex;
+  flex-direction: column;
+  width: min(100%, 1120px);
+  height: 100%;
+  min-height: 0;
+}
+.title-cmd {
+  align-self: center;
+  display: flex;
+  align-items: center;
+  gap: 0.75rem;
+  margin: 0 0 1rem;
+}
+.hr-diagram-plot-wrapper {
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  flex: 1;
+  min-height: 0;
+  width: 100%;
+  position: relative;
+}
+.hr-diagram-plot {
+  width: 100% !important;
+  height: 100% !important;
+}
+.download-btn {
+  flex: 0 0 auto;
+  width: 44px;
+  height: 44px;
+}
+</style>
diff --git a/src/components/Analysis/IsochroneControls.vue b/src/components/Analysis/IsochroneControls.vue
new file mode 100644
index 0000000..bcb7639
--- /dev/null
+++ b/src/components/Analysis/IsochroneControls.vue
@@ -0,0 +1,192 @@
+<script setup>
+import { computed } from 'vue'
+import { distanceParsecs } from '@/utils/isochrones.js'
+
+/*
+  Slider controls for the manual isochrone fit: distance modulus and reddening E(B-V) move
+  the model polyline across the CMD, while log(age) and [Fe/H] snap to the nodes
+  of the shipped isochrone grid and select which polyline is drawn (interpolating
+  between isochrones distorts the turnoff, so v1 is snap-to-node by design). The
+  parent owns the fit object and computes the placed polyline; this component only
+  edits the fit parameters.
+*/
+
+const props = defineProps({
+  modelValue: {
+    type: Object,
+    required: true
+  },
+  // node values of the isochrone grid, sorted ascending
+  logAgeNodes: {
+    type: Array,
+    required: true
+  },
+  fehNodes: {
+    type: Array,
+    required: true
+  }
+})
+
+const emit = defineEmits(['update:modelValue'])
+
+const MU_MIN = 0
+const MU_MAX = 18
+const MU_STEP = 0.05
+const EBV_MIN = 0
+const EBV_MAX = 2
+const EBV_STEP = 0.01
+
+function setField(field, value) {
+  emit('update:modelValue', { ...props.modelValue, [field]: value })
+}
+
+function nearestIndex(nodes, value) {
+  let best = 0
+  nodes.forEach((node, index) => {
+    if (Math.abs(node - value) < Math.abs(nodes[best] - value)) best = index
+  })
+  return best
+}
+
+// the age and metallicity sliders move over node indices so every stop is a grid node
+const logAgeIndex = computed(() => nearestIndex(props.logAgeNodes, props.modelValue.log_age))
+const fehIndex = computed(() => nearestIndex(props.fehNodes, props.modelValue.feh))
+
+const distanceText = computed(() => {
+  const parsecs = distanceParsecs(props.modelValue.mu)
+  return parsecs >= 1000 ? `${(parsecs / 1000).toFixed(2)} kpc` : `${Math.round(parsecs)} pc`
+})
+
+const ageText = computed(() => {
+  const years = Math.pow(10, props.modelValue.log_age)
+  return years >= 1e9 ? `${(years / 1e9).toFixed(1)} Gyr` : `${Math.round(years / 1e6)} Myr`
+})
+</script>
+<template>
+  <v-sheet
+    class="isochrone-controls pa-3"
+    color="var(--card-background)"
+    rounded
+  >
+    <div class="controls-header">
+      <span class="controls-title">ISOCHRONE FIT</span>
+      <v-switch
+        :model-value="props.modelValue.show"
+        label="Show isochrone"
+        color="var(--primary-interactive)"
+        density="compact"
+        hide-details
+        class="show-switch"
+        @update:model-value="setField('show', $event)"
+      />
+    </div>
+    <div class="sliders">
+      <div class="slider-block">
+        <div class="slider-head">
+          <span>distance modulus μ: {{ props.modelValue.mu.toFixed(2) }}</span>
+          <span class="derived">{{ distanceText }}</span>
+        </div>
+        <v-slider
+          :model-value="props.modelValue.mu"
+          :min="MU_MIN"
+          :max="MU_MAX"
+          :step="MU_STEP"
+          :disabled="!props.modelValue.show"
+          color="var(--primary-interactive)"
+          density="compact"
+          hide-details
+          @update:model-value="setField('mu', $event)"
+        />
+      </div>
+      <div class="slider-block">
+        <div class="slider-head">
+          <span>reddening E(B-V): {{ props.modelValue.ebv.toFixed(2) }}</span>
+        </div>
+        <v-slider
+          :model-value="props.modelValue.ebv"
+          :min="EBV_MIN"
+          :max="EBV_MAX"
+          :step="EBV_STEP"
+          :disabled="!props.modelValue.show"
+          color="var(--primary-interactive)"
+          density="compact"
+          hide-details
+          @update:model-value="setField('ebv', $event)"
+        />
+      </div>
+      <div class="slider-block">
+        <div class="slider-head">
+          <span>log age: {{ props.modelValue.log_age.toFixed(2) }}</span>
+          <span class="derived">{{ ageText }}</span>
+        </div>
+        <v-slider
+          :model-value="logAgeIndex"
+          :min="0"
+          :max="props.logAgeNodes.length - 1"
+          :step="1"
+          :disabled="!props.modelValue.show"
+          color="var(--primary-interactive)"
+          density="compact"
+          hide-details
+          @update:model-value="setField('log_age', props.logAgeNodes[$event])"
+        />
+      </div>
+      <div class="slider-block">
+        <div class="slider-head">
+          <span>metallicity [Fe/H]: {{ props.modelValue.feh.toFixed(2) }}</span>
+        </div>
+        <v-slider
+          :model-value="fehIndex"
+          :min="0"
+          :max="props.fehNodes.length - 1"
+          :step="1"
+          :disabled="!props.modelValue.show"
+          color="var(--primary-interactive)"
+          density="compact"
+          hide-details
+          @update:model-value="setField('feh', props.fehNodes[$event])"
+        />
+      </div>
+    </div>
+  </v-sheet>
+</template>
+
+<style scoped>
+.isochrone-controls {
+  color: var(--text);
+  width: min(100%, 1120px);
+  align-self: center;
+}
+.controls-header {
+  display: flex;
+  align-items: center;
+  gap: 1rem;
+  flex-wrap: wrap;
+}
+.controls-title {
+  font-weight: 600;
+  letter-spacing: 0.05rem;
+  font-size: 0.9rem;
+}
+.show-switch {
+  flex: 0 0 auto;
+}
+.sliders {
+  display: flex;
+  flex-wrap: wrap;
+  column-gap: 2rem;
+  row-gap: 0.5rem;
+}
+.slider-block {
+  flex: 1 1 18rem;
+  min-width: 16rem;
+}
+.slider-head {
+  display: flex;
+  justify-content: space-between;
+  font-size: 0.85rem;
+}
+.derived {
+  color: var(--info);
+}
+</style>
diff --git a/src/components/Analysis/MembershipControls.vue b/src/components/Analysis/MembershipControls.vue
new file mode 100644
index 0000000..6232921
--- /dev/null
+++ b/src/components/Analysis/MembershipControls.vue
@@ -0,0 +1,182 @@
+<script setup>
+import { computed } from 'vue'
+
+/*
+  Numeric range controls for cluster membership selection (design doc v1: no drag/box
+  selection). A star is a member when its Gaia proper motion falls within pm_radius of
+  the (pmra, pmdec) center and its parallax falls inside [parallax_min, parallax_max]
+  (the parallax window is optional). The parent owns the selection object and the
+  member flags; this component only edits the selection.
+*/
+
+const props = defineProps({
+  modelValue: {
+    type: Object,
+    required: true
+  },
+  // the backend's suggested selection, when it found a proper motion clump
+  membershipGuess: {
+    type: Object,
+    default: null
+  },
+  memberCount: {
+    type: Number,
+    default: null
+  },
+  totalStars: {
+    type: Number,
+    required: true
+  }
+})
+
+const emit = defineEmits(['update:modelValue'])
+
+const filteringActive = computed(() => props.memberCount !== null)
+
+function setField(field, value) {
+  emit('update:modelValue', { ...props.modelValue, [field]: value })
+}
+
+function useSuggestion() {
+  // default the distance window keys to null so they're always present, then let the guess
+  // (which now also carries distance_min / distance_max when it found them) fill them in
+  emit('update:modelValue', { distance_min: null, distance_max: null, ...props.membershipGuess })
+}
+
+function clearSelection() {
+  emit('update:modelValue', {
+    pmra: null, pmdec: null, pm_radius: null,
+    parallax_min: null, parallax_max: null,
+    distance_min: null, distance_max: null
+  })
+}
+</script>
+<template>
+  <v-sheet
+    class="membership-controls pa-3 d-flex flex-wrap align-center ga-3"
+    color="var(--card-background)"
+    rounded
+  >
+    <span class="controls-title">CLUSTER MEMBERSHIP</span>
+    <v-number-input
+      :model-value="props.modelValue.pmra"
+      label="pmRA (mas/yr)"
+      :precision="null"
+      control-variant="hidden"
+      density="compact"
+      hide-details
+      class="membership-input"
+      @update:model-value="setField('pmra', $event)"
+    />
+    <v-number-input
+      :model-value="props.modelValue.pmdec"
+      label="pmDec (mas/yr)"
+      :precision="null"
+      control-variant="hidden"
+      density="compact"
+      hide-details
+      class="membership-input"
+      @update:model-value="setField('pmdec', $event)"
+    />
+    <v-number-input
+      :model-value="props.modelValue.pm_radius"
+      label="PM radius (mas/yr)"
+      :precision="null"
+      :min="0"
+      control-variant="hidden"
+      density="compact"
+      hide-details
+      class="membership-input"
+      @update:model-value="setField('pm_radius', $event)"
+    />
+    <v-number-input
+      :model-value="props.modelValue.parallax_min"
+      label="parallax min (mas)"
+      :precision="null"
+      control-variant="hidden"
+      density="compact"
+      hide-details
+      class="membership-input"
+      @update:model-value="setField('parallax_min', $event)"
+    />
+    <v-number-input
+      :model-value="props.modelValue.parallax_max"
+      label="parallax max (mas)"
+      :precision="null"
+      control-variant="hidden"
+      density="compact"
+      hide-details
+      class="membership-input"
+      @update:model-value="setField('parallax_max', $event)"
+    />
+    <v-number-input
+      :model-value="props.modelValue.distance_min"
+      label="distance min (pc)"
+      :precision="null"
+      :min="0"
+      control-variant="hidden"
+      density="compact"
+      hide-details
+      class="membership-input"
+      @update:model-value="setField('distance_min', $event)"
+    />
+    <v-number-input
+      :model-value="props.modelValue.distance_max"
+      label="distance max (pc)"
+      :precision="null"
+      :min="0"
+      control-variant="hidden"
+      density="compact"
+      hide-details
+      class="membership-input"
+      @update:model-value="setField('distance_max', $event)"
+    />
+    <v-btn
+      v-if="props.membershipGuess"
+      text="Use Suggestion"
+      size="small"
+      color="var(--primary-interactive)"
+      @click="useSuggestion"
+    />
+    <v-btn
+      text="Clear"
+      size="small"
+      color="var(--cancel)"
+      @click="clearSelection"
+    />
+    <span
+      v-if="filteringActive"
+      class="member-count"
+    >
+      {{ props.memberCount }} / {{ props.totalStars }} members
+    </span>
+    <span
+      v-else
+      class="member-count"
+    >
+      no selection - showing all {{ props.totalStars }} stars
+    </span>
+  </v-sheet>
+</template>
+
+<style scoped>
+.membership-controls {
+  color: var(--text);
+  width: min(100%, 1120px);
+  align-self: center;
+}
+.controls-title {
+  font-weight: 600;
+  letter-spacing: 0.05rem;
+  font-size: 0.9rem;
+}
+.membership-input {
+  min-width: 9.5rem;
+  max-width: 11rem;
+}
+.member-count {
+  margin-left: auto;
+  font-size: 0.9rem;
+  color: var(--text);
+}
+</style>
diff --git a/src/components/Analysis/ParallaxHistogram.vue b/src/components/Analysis/ParallaxHistogram.vue
new file mode 100644
index 0000000..d276cd8
--- /dev/null
+++ b/src/components/Analysis/ParallaxHistogram.vue
@@ -0,0 +1,257 @@
+<script setup>
+import Chart from 'chart.js/auto'
+import { ref, computed, watch, onMounted, onBeforeUnmount } from 'vue'
+import { downloadChartAsPNG } from '@/utils/downloadChart.js'
+import { getThemeColors, DIMMED_COLOR } from '@/utils/analysisCharts.js'
+import { useHistogramWindowSelect } from '@/utils/histogramWindowSelect.js'
+
+/*
+  Histogram of the Gaia parallaxes of the matched stars. Cluster stars pile up at a
+  common parallax (distance) while field stars spread out. Bars inside the selected
+  [parallax_min, parallax_max] membership window keep the primary color, bars outside
+  are dimmed. The window is selected with two vertical lines (useHistogramWindowSelect):
+  with no window yet, drag across the plot to draw one out; once it exists, drag either
+  line left/right to adjust (both emitted through v-model:parallax-min / v-model:parallax-max).
+  Negative parallaxes (distant stars with noisy measurements) are real data and are
+  binned like any other value.
+*/
+
+const props = defineProps({
+  cmd: {
+    type: Array,
+    required: true
+  },
+  parallaxMin: {
+    type: Number,
+    default: null
+  },
+  parallaxMax: {
+    type: Number,
+    default: null
+  }
+})
+
+const emit = defineEmits(['update:parallaxMin', 'update:parallaxMax'])
+
+const parallaxCanvas = ref(null)
+let parallaxChart = null
+let themeColors = {}
+
+const BIN_COUNT = 30
+
+const parallaxes = computed(() => {
+  return props.cmd
+    .filter((star) => star.gaia_match && Number.isFinite(star.parallax))
+    .map((star) => star.parallax)
+})
+
+const histogram = computed(() => {
+  const values = parallaxes.value
+  if (!values.length) return { centers: [], counts: [], binWidth: 0, minEdge: 0 }
+
+  let min = Math.min(...values)
+  let max = Math.max(...values)
+  if (min === max) {
+    // a degenerate single-valued distribution still needs a nonzero bin width
+    min -= 0.5
+    max += 0.5
+  }
+  const binWidth = (max - min) / BIN_COUNT
+  const counts = new Array(BIN_COUNT).fill(0)
+  for (const value of values) {
+    const bin = Math.min(Math.floor((value - min) / binWidth), BIN_COUNT - 1)
+    counts[bin] += 1
+  }
+  const centers = counts.map((_, index) => min + (index + 0.5) * binWidth)
+  return { centers: centers, counts: counts, binWidth: binWidth, minEdge: min }
+})
+
+// value <-> pixel on the category axis: the bins are uniform, so a parallax maps linearly onto
+// the plot (bin i is centered at (i + 0.5) / N of the width). These take the chart as an
+// argument because the window plugin can fire during the Chart constructor's first draw, before
+// the component's chart variable is assigned
+function valueToPixel(chart, value) {
+  const { centers, binWidth, minEdge } = histogram.value
+  const area = chart.chartArea
+  const fraction = (value - minEdge) / (binWidth * centers.length)
+  return area.left + fraction * (area.right - area.left)
+}
+
+function pixelToValue(chart, pixel) {
+  const { centers, binWidth, minEdge } = histogram.value
+  const area = chart.chartArea
+  const fraction = (pixel - area.left) / (area.right - area.left)
+  return minEdge + fraction * (binWidth * centers.length)
+}
+
+// the draggable two-line min/max window (plugin + pointer handlers), shared with DistanceHistogram
+const { windowActive, plugin: windowPlugin, attach: attachWindow, detach: detachWindow } = useHistogramWindowSelect({
+  chart: () => parallaxChart,
+  min: () => props.parallaxMin,
+  max: () => props.parallaxMax,
+  emitMin: (value) => emit('update:parallaxMin', value),
+  emitMax: (value) => emit('update:parallaxMax', value),
+  valueToPixel,
+  pixelToValue,
+  extent: () => {
+    const { centers, binWidth, minEdge } = histogram.value
+    return centers.length ? { min: minEdge, max: minEdge + binWidth * centers.length } : null
+  },
+  round: (value) => Math.round(value * 10000) / 10000,
+  lineColor: () => themeColors.secondary
+})
+
+// bars inside the selection window stay primary, the rest are dimmed
+const barColors = computed(() => {
+  const { centers, binWidth } = histogram.value
+  return centers.map((center) => {
+    if (!windowActive()) return themeColors.primary
+    const inWindow = center + binWidth / 2 >= props.parallaxMin && center - binWidth / 2 <= props.parallaxMax
+    return inWindow ? themeColors.primary : DIMMED_COLOR
+  })
+})
+
+function tooltipLines(context) {
+  const { centers, binWidth } = histogram.value
+  const center = centers[context.dataIndex]
+  const lower = (center - binWidth / 2).toFixed(3)
+  const upper = (center + binWidth / 2).toFixed(3)
+  return [`${context.parsed.y} stars`, `parallax ${lower} to ${upper} mas`]
+}
+
+function updateChart() {
+  const { centers, counts } = histogram.value
+  parallaxChart.data.labels = centers.map((center) => center.toFixed(2))
+  parallaxChart.data.datasets[0].data = counts
+  parallaxChart.data.datasets[0].backgroundColor = barColors.value
+  parallaxChart.update()
+}
+
+function createChart() {
+  themeColors = getThemeColors()
+
+  const { centers, counts } = histogram.value
+
+  parallaxChart = new Chart(parallaxCanvas.value, {
+    type: 'bar',
+    data: {
+      labels: centers.map((center) => center.toFixed(2)),
+      datasets: [{
+        label: 'Stars',
+        data: counts,
+        backgroundColor: barColors.value,
+        hoverBackgroundColor: themeColors.secondary,
+        barPercentage: 0.95,
+        categoryPercentage: 1.0
+      }]
+    },
+    plugins: [windowPlugin],
+    options: {
+      responsive: true,
+      maintainAspectRatio: false,
+      animation: false,
+      scales: {
+        x: {
+          title: { display: true, text: 'parallax (mas)', color: themeColors.text },
+          border: { color: themeColors.text, width: 2 },
+          ticks: { color: themeColors.text, maxTicksLimit: 11 },
+          grid: { display: false }
+        },
+        y: {
+          beginAtZero: true,
+          title: { display: true, text: 'stars', color: themeColors.text },
+          border: { color: themeColors.text, width: 2 },
+          ticks: { color: themeColors.text, precision: 0 },
+          grid: { color: themeColors.background, tickColor: themeColors.text }
+        }
+      },
+      plugins: {
+        legend: { display: false },
+        tooltip: { callbacks: { label: tooltipLines } }
+      }
+    }
+  })
+}
+
+watch(() => [props.cmd, props.parallaxMin, props.parallaxMax], () => {
+  if (parallaxChart) {
+    updateChart()
+  }
+}, { deep: true })
+
+onMounted(() => {
+  createChart()
+  attachWindow()
+})
+
+onBeforeUnmount(() => {
+  detachWindow()
+})
+
+</script>
+<template>
+  <div class="wrapper">
+    <p class="title-parallax">
+      Parallaxes
+      <v-btn
+        icon="mdi-download"
+        class="download-btn"
+        title="Download as PNG"
+        @click="downloadChartAsPNG(parallaxChart, 'parallaxes.png', 'Parallaxes')"
+      />
+    </p>
+    <div class="parallax-plot-wrapper">
+      <canvas
+        ref="parallaxCanvas"
+        class="parallax-plot"
+      />
+    </div>
+    <p class="drag-hint">
+      {{ windowActive()
+        ? 'Drag the dashed lines to adjust the parallax window'
+        : 'Drag across the plot to select a parallax window' }}
+    </p>
+  </div>
+</template>
+
+<style scoped>
+.wrapper {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+  height: 100%;
+  min-height: 0;
+}
+.title-parallax {
+  align-self: center;
+  display: flex;
+  align-items: center;
+  gap: 0.75rem;
+  margin: 0 0 1rem;
+}
+.parallax-plot-wrapper {
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  flex: 1;
+  min-height: 0;
+  width: 100%;
+  position: relative;
+}
+.parallax-plot {
+  width: 100% !important;
+  height: 100% !important;
+  touch-action: none;
+}
+.drag-hint {
+  align-self: center;
+  font-size: 0.75rem;
+  color: var(--info);
+  margin: 0.25rem 0 0;
+}
+.download-btn {
+  flex: 0 0 auto;
+  width: 44px;
+  height: 44px;
+}
+</style>
diff --git a/src/components/Analysis/ProperMotionPlot.vue b/src/components/Analysis/ProperMotionPlot.vue
new file mode 100644
index 0000000..a368407
--- /dev/null
+++ b/src/components/Analysis/ProperMotionPlot.vue
@@ -0,0 +1,458 @@
+<script setup>
+import Chart from 'chart.js/auto'
+import { getRelativePosition } from 'chart.js/helpers'
+import { ref, computed, watch, onMounted, onBeforeUnmount } from 'vue'
+import { downloadChartAsPNG } from '@/utils/downloadChart.js'
+import { getThemeColors, DIMMED_COLOR, starPointStyles } from '@/utils/analysisCharts.js'
+
+/*
+  Proper-motion vector-point diagram (pmRA vs pmDec) of the Gaia-matched stars.
+  Cluster stars share a common space motion, so they clump together while field stars
+  spread out. The membership selection is drawn as a circle overlay (in data units, so
+  it renders as an ellipse in pixels) and is directly draggable:
+    - drag inside the circle to move its center
+    - drag its edge to grow/shrink the radius
+    - drag on an empty plot (no active selection) to create one
+  Updates are emitted through v-model:selection; the numeric MembershipControls stay
+  available for precise entry.
+*/
+
+const props = defineProps({
+  cmd: {
+    type: Array,
+    required: true
+  },
+  // the membership selection {pmra, pmdec, pm_radius, ...} drawn and edited on the plot
+  selection: {
+    type: Object,
+    default: null
+  },
+  // per-star member flags aligned with cmd, or null when no selection is active
+  memberFlags: {
+    type: Array,
+    default: null
+  }
+})
+
+const emit = defineEmits(['update:selection'])
+
+const properMotionCanvas = ref(null)
+let properMotionChart = null
+let themeColors = {}
+
+// clamp the axes to the bulk of the distribution so extreme field stars don't shrink the clump
+const BOUND_QUANTILE = 0.05
+const BOUND_PADDING_FRACTION = 0.3
+const MIN_HALF_RANGE = 5.0
+// selection dragging
+const EDGE_GRAB_PIXELS = 10
+const MIN_PM_RADIUS = 0.1
+
+// point objects depend only on the cmd data, never on the membership selection, so
+// their identity is stable while the selection circle is dragged (cmdIndex keys the
+// star back into memberFlags)
+const gaiaPoints = computed(() => {
+  const points = []
+  props.cmd.forEach((star, index) => {
+    if (star.gaia_match && Number.isFinite(star.pmra) && Number.isFinite(star.pmdec)) {
+      points.push({
+        x: star.pmra,
+        y: star.pmdec,
+        star: star,
+        cmdIndex: index
+      })
+    }
+  })
+  return points
+})
+
+function quantileBounds(values) {
+  const sorted = [...values].sort((a, b) => a - b)
+  const lower = sorted[Math.floor(BOUND_QUANTILE * (sorted.length - 1))]
+  const upper = sorted[Math.ceil((1 - BOUND_QUANTILE) * (sorted.length - 1))]
+  const padding = Math.max((upper - lower) * BOUND_PADDING_FRACTION, MIN_HALF_RANGE - (upper - lower) / 2)
+  return { min: lower - padding, max: upper + padding }
+}
+
+function axisBounds() {
+  const points = gaiaPoints.value
+  if (!points.length) return { x: { min: -20, max: 20 }, y: { min: -20, max: 20 } }
+  return {
+    x: quantileBounds(points.map((point) => point.x)),
+    y: quantileBounds(points.map((point) => point.y))
+  }
+}
+
+function pointStyles() {
+  return starPointStyles(gaiaPoints.value, { memberFlags: props.memberFlags, themeColors })
+}
+
+function buildDataset() {
+  const { colors, radii, shapes } = pointStyles()
+  return {
+    data: gaiaPoints.value,
+    parsing: false,
+    pointBackgroundColor: colors,
+    pointBorderColor: colors,
+    pointRadius: radii,
+    pointStyle: shapes,
+    pointHoverRadius: 5,
+    pointHoverBackgroundColor: themeColors.secondary,
+    pointHoverBorderColor: themeColors.secondary
+  }
+}
+
+// the legend is informational (the member/field split is per-point color, not
+// per-dataset), so its entries are generated by hand
+function legendLabels() {
+  const entries = [
+    { text: 'Members', fillStyle: themeColors.primary, strokeStyle: themeColors.primary, pointStyle: 'circle', fontColor: themeColors.text },
+    { text: 'Field stars', fillStyle: DIMMED_COLOR, strokeStyle: DIMMED_COLOR, pointStyle: 'circle', fontColor: themeColors.text }
+  ]
+  if (gaiaPoints.value.some((point) => point.star.gaia_only)) {
+    entries.push({ text: 'Gaia catalog', fillStyle: themeColors.primary, strokeStyle: themeColors.primary, pointStyle: 'triangle', fontColor: themeColors.text })
+  }
+  return entries
+}
+
+function selectionActive() {
+  const selection = props.selection
+  return selection && Number.isFinite(selection.pmra) && Number.isFinite(selection.pmdec)
+    && Number.isFinite(selection.pm_radius)
+}
+
+// the selection circle's center and radii in pixel space (an ellipse, since the scales differ).
+// Takes the chart as an argument because plugins can fire during the Chart constructor's first
+// synchronous draw, before the component's chart variable is assigned
+function selectionEllipse(chart) {
+  const selection = props.selection
+  const xScale = chart.scales.x
+  const yScale = chart.scales.y
+  const centerX = xScale.getPixelForValue(selection.pmra)
+  const centerY = yScale.getPixelForValue(selection.pmdec)
+  return {
+    centerX: centerX,
+    centerY: centerY,
+    radiusX: Math.abs(xScale.getPixelForValue(selection.pmra + selection.pm_radius) - centerX),
+    radiusY: Math.abs(yScale.getPixelForValue(selection.pmdec + selection.pm_radius) - centerY)
+  }
+}
+
+// draws the pm_radius selection circle
+const selectionRegionPlugin = {
+  id: 'pmSelectionRegion',
+  afterDatasetsDraw(chart) {
+    if (!selectionActive()) return
+    const { centerX, centerY, radiusX, radiusY } = selectionEllipse(chart)
+
+    const { ctx } = chart
+    ctx.save()
+    ctx.strokeStyle = themeColors.secondary
+    ctx.lineWidth = 2
+    ctx.setLineDash([6, 4])
+    ctx.beginPath()
+    ctx.ellipse(centerX, centerY, radiusX, radiusY, 0, 0, 2 * Math.PI)
+    ctx.stroke()
+    ctx.restore()
+  }
+}
+
+/* ---- direct manipulation of the selection circle ---- */
+
+let dragMode = null   // 'move' | 'resize' | 'create' | null
+let dragOffset = { x: 0, y: 0 }
+let createAnchor = null
+let pendingSelection = null
+let emitScheduled = false
+
+// round emitted selection values to 3 decimals (~milliarcsec)
+function round3(value) {
+  return Math.round(value * 1000) / 1000
+}
+
+// live-updating three charts on every pointermove is wasteful, so emit once per frame
+function emitSelection(updates) {
+  pendingSelection = { ...props.selection, ...updates }
+  if (emitScheduled) return
+  emitScheduled = true
+  requestAnimationFrame(() => {
+    emit('update:selection', pendingSelection)
+    pendingSelection = null
+    emitScheduled = false
+  })
+}
+
+function pointerPosition(event) {
+  const position = getRelativePosition(event, properMotionChart)
+  return {
+    pixelX: position.x,
+    pixelY: position.y,
+    x: properMotionChart.scales.x.getValueForPixel(position.x),
+    y: properMotionChart.scales.y.getValueForPixel(position.y)
+  }
+}
+
+// keep the circle's center inside the plotted axis ranges - pointer capture keeps
+// reporting positions past the chart edge, and a circle dragged fully off-plot
+// would have nothing left to grab
+function clampCenter(x, y) {
+  const xScale = properMotionChart.scales.x
+  const yScale = properMotionChart.scales.y
+  return {
+    x: Math.min(Math.max(x, xScale.min), xScale.max),
+    y: Math.min(Math.max(y, yScale.min), yScale.max)
+  }
+}
+
+// which part of the selection circle, if any, is under the pointer
+function hitTest(pixelX, pixelY) {
+  if (!selectionActive()) return null
+  const { centerX, centerY, radiusX, radiusY } = selectionEllipse(properMotionChart)
+  if (radiusX <= 0 || radiusY <= 0) return null
+  // normalized radial coordinate: 1.0 lies exactly on the ellipse boundary
+  const rho = Math.hypot((pixelX - centerX) / radiusX, (pixelY - centerY) / radiusY)
+  if (Math.abs(rho - 1) * Math.min(radiusX, radiusY) <= EDGE_GRAB_PIXELS) return 'edge'
+  if (rho < 1) return 'inside'
+  return null
+}
+
+function onPointerDown(event) {
+  const point = pointerPosition(event)
+  const hit = hitTest(point.pixelX, point.pixelY)
+  if (hit === 'edge') {
+    dragMode = 'resize'
+  }
+  else if (hit === 'inside') {
+    dragMode = 'move'
+    dragOffset = { x: point.x - props.selection.pmra, y: point.y - props.selection.pmdec }
+    properMotionChart.canvas.style.cursor = 'grabbing'
+  }
+  else if (!selectionActive()) {
+    // dragging on an empty plot creates a selection around the anchor point
+    dragMode = 'create'
+    createAnchor = { x: point.x, y: point.y }
+    emitSelection({ pmra: round3(point.x), pmdec: round3(point.y), pm_radius: MIN_PM_RADIUS })
+  }
+  else {
+    return
+  }
+  event.target.setPointerCapture?.(event.pointerId)
+  event.preventDefault()
+}
+
+function onPointerMove(event) {
+  const point = pointerPosition(event)
+  if (!dragMode) {
+    // hover feedback only
+    const hit = hitTest(point.pixelX, point.pixelY)
+    properMotionChart.canvas.style.cursor =
+      hit === 'edge' ? 'ew-resize' : hit === 'inside' ? 'grab' : selectionActive() ? 'default' : 'crosshair'
+    return
+  }
+  if (dragMode === 'move') {
+    const center = clampCenter(point.x - dragOffset.x, point.y - dragOffset.y)
+    emitSelection({ pmra: round3(center.x), pmdec: round3(center.y) })
+  }
+  else if (dragMode === 'resize') {
+    // both axes are mas/yr, so the radius is a plain data-space distance (same as the member predicate)
+    const radius = Math.hypot(point.x - props.selection.pmra, point.y - props.selection.pmdec)
+    emitSelection({ pm_radius: round3(Math.max(radius, MIN_PM_RADIUS)) })
+  }
+  else if (dragMode === 'create') {
+    const anchor = clampCenter(createAnchor.x, createAnchor.y)
+    const radius = Math.hypot(point.x - anchor.x, point.y - anchor.y)
+    emitSelection({
+      pmra: round3(anchor.x),
+      pmdec: round3(anchor.y),
+      pm_radius: round3(Math.max(radius, MIN_PM_RADIUS))
+    })
+  }
+}
+
+function onPointerUp(event) {
+  dragMode = null
+  createAnchor = null
+  properMotionChart.canvas.style.cursor = 'default'
+  event.target.releasePointerCapture?.(event.pointerId)
+}
+
+function attachPointerHandlers() {
+  const canvas = properMotionChart.canvas
+  canvas.addEventListener('pointerdown', onPointerDown)
+  canvas.addEventListener('pointermove', onPointerMove)
+  canvas.addEventListener('pointerup', onPointerUp)
+  canvas.addEventListener('pointercancel', onPointerUp)
+}
+
+function detachPointerHandlers() {
+  const canvas = properMotionChart?.canvas
+  if (!canvas) return
+  canvas.removeEventListener('pointerdown', onPointerDown)
+  canvas.removeEventListener('pointermove', onPointerMove)
+  canvas.removeEventListener('pointerup', onPointerUp)
+  canvas.removeEventListener('pointercancel', onPointerUp)
+}
+
+/* ---- chart lifecycle ---- */
+
+function tooltipLines(context) {
+  const star = context.raw?.star
+  if (!star) return []
+  const lines = [
+    `pm: ${star.pmra}, ${star.pmdec} mas/yr`,
+    `parallax: ${star.parallax} mas`,
+    star.gaia_only ? `Gaia catalog star (G = ${star.g_mag})` : `mag: ${star.mag}`
+  ]
+  // Bailer-Jones geometric distance with its 16th-84th percentile range, when the source has one
+  if (star.distance != null) {
+    lines.push(`distance: ${Math.round(star.distance)} pc (${Math.round(star.distance_lo)}–${Math.round(star.distance_hi)})`)
+  }
+  return lines
+}
+
+// restyle the existing datasets in place by changing their properties depending on the membership group they are in.
+// Replacing them would recreate the chart elements and cause flickering in the points on the plot.
+function updateChart() {
+  const bounds = axisBounds()
+  const dataset = properMotionChart.data.datasets[0]
+  const { colors, radii } = pointStyles()
+  dataset.data = gaiaPoints.value
+  dataset.pointBackgroundColor = colors
+  dataset.pointBorderColor = colors
+  dataset.pointRadius = radii
+  properMotionChart.options.scales.x.min = bounds.x.min
+  properMotionChart.options.scales.x.max = bounds.x.max
+  properMotionChart.options.scales.y.min = bounds.y.min
+  properMotionChart.options.scales.y.max = bounds.y.max
+  properMotionChart.options.plugins.legend.display = !!props.memberFlags
+  properMotionChart.update()
+}
+
+function createChart() {
+  themeColors = getThemeColors()
+
+  const bounds = axisBounds()
+
+  properMotionChart = new Chart(properMotionCanvas.value, {
+    type: 'scatter',
+    data: {
+      datasets: [buildDataset()]
+    },
+    plugins: [selectionRegionPlugin],
+    options: {
+      responsive: true,
+      maintainAspectRatio: false,
+      animation: false,
+      interaction: { mode: 'nearest', intersect: true },
+      scales: {
+        x: {
+          type: 'linear',
+          min: bounds.x.min,
+          max: bounds.x.max,
+          title: { display: true, text: 'pmRA (mas/yr)', color: themeColors.text },
+          border: { color: themeColors.text, width: 2 },
+          ticks: { color: themeColors.text },
+          grid: { color: themeColors.background, tickColor: themeColors.text }
+        },
+        y: {
+          min: bounds.y.min,
+          max: bounds.y.max,
+          title: { display: true, text: 'pmDec (mas/yr)', color: themeColors.text },
+          border: { color: themeColors.text, width: 2 },
+          ticks: { color: themeColors.text },
+          grid: { color: themeColors.background, tickColor: themeColors.text }
+        }
+      },
+      plugins: {
+        legend: {
+          display: !!props.memberFlags,
+          // informational only: clicking must not hide the single shared dataset
+          onClick: () => {},
+          labels: { color: themeColors.text, usePointStyle: true, generateLabels: legendLabels }
+        },
+        tooltip: { callbacks: { label: tooltipLines } }
+      }
+    }
+  })
+}
+
+watch(() => [props.cmd, props.selection, props.memberFlags], () => {
+  if (properMotionChart) {
+    updateChart()
+  }
+}, { deep: true })
+
+onMounted(() => {
+  createChart()
+  attachPointerHandlers()
+})
+
+onBeforeUnmount(() => {
+  detachPointerHandlers()
+})
+
+</script>
+<template>
+  <div class="wrapper">
+    <p class="title-pm">
+      Proper Motions
+      <v-btn
+        icon="mdi-download"
+        class="download-btn"
+        title="Download as PNG"
+        @click="downloadChartAsPNG(properMotionChart, 'proper-motions.png', 'Proper Motions')"
+      />
+    </p>
+    <div class="pm-plot-wrapper">
+      <canvas
+        ref="properMotionCanvas"
+        class="pm-plot"
+      />
+    </div>
+    <p class="drag-hint">
+      Drag the circle to move it, drag its edge to resize{{ selectionActive() ? '' : ', or drag on the plot to select the cluster' }}
+    </p>
+  </div>
+</template>
+
+<style scoped>
+.wrapper {
+  display: flex;
+  flex-direction: column;
+  width: 100%;
+  height: 100%;
+  min-height: 0;
+}
+.title-pm {
+  align-self: center;
+  display: flex;
+  align-items: center;
+  gap: 0.75rem;
+  margin: 0 0 1rem;
+}
+.pm-plot-wrapper {
+  display: flex;
+  flex-direction: row;
+  align-items: center;
+  flex: 1;
+  min-height: 0;
+  width: 100%;
+  position: relative;
+}
+.pm-plot {
+  width: 100% !important;
+  height: 100% !important;
+  touch-action: none;
+}
+.drag-hint {
+  align-self: center;
+  font-size: 0.75rem;
+  color: var(--info);
+  margin: 0.25rem 0 0;
+}
+.download-btn {
+  flex: 0 0 auto;
+  width: 44px;
+  height: 44px;
+}
+</style>
diff --git a/src/components/Global/DataOutput.vue b/src/components/Global/DataOutput.vue
index 477668e..9b1584c 100644
--- a/src/components/Global/DataOutput.vue
+++ b/src/components/Global/DataOutput.vue
@@ -147,6 +147,9 @@ const title = computed (() => {
   if (props.operationOutput?.source) {
     text = props.operationOutput.source?.name
   }
+  else if (props.operationOutput?.cluster?.name) {
+    text = props.operationOutput.cluster.name
+  }
   else {
     text = props.operationOutput?.operationName
   }
@@ -178,16 +181,36 @@ const emit = defineEmits(['selectOperationOutput', 'launchAnalysis', 'removeOper
       </v-card-title>
       <v-card-text class="p-1">
         <v-sparkline
-          v-if="props.operationOutput.light_curve" 
+          v-if="props.operationOutput.light_curve"
           v-model="lightCurveSparkline"
         />
         <v-sparkline
-          v-if="props.operationOutput.power" 
+          v-if="props.operationOutput.power"
           v-model="periodogramSparkline"
         />
         <p v-if="props.operationOutput.period">
           {{ props.operationOutput.period.toFixed(4) }} days
         </p>
+        <div
+          v-if="props.operationOutput.cmd"
+          class="cmd-card-summary d-flex flex-column align-center"
+        >
+          <v-icon
+            icon="mdi-chart-scatter-plot"
+            size="42"
+          />
+          <p>{{ props.operationOutput.n_stars }} stars</p>
+          <span class="d-flex ga-1 mt-1">
+            <filter-badge
+              v-if="props.operationOutput.blue_filter"
+              :filter="props.operationOutput.blue_filter"
+            />
+            <filter-badge
+              v-if="props.operationOutput.red_filter"
+              :filter="props.operationOutput.red_filter"
+            />
+          </span>
+        </div>
         <span
           v-if="props.enableRemoval"
           class="removal-button-overlay"
diff --git a/src/utils/analysisCharts.js b/src/utils/analysisCharts.js
new file mode 100644
index 0000000..bc0d96a
--- /dev/null
+++ b/src/utils/analysisCharts.js
@@ -0,0 +1,48 @@
+/*
+  Shared helpers for the cluster-analysis chart components (HRDiagramPlot,
+  ProperMotionPlot, ParallaxHistogram, DistanceHistogram).
+*/
+
+// dimmed grey for field (non-member) stars and out-of-window histogram bars
+export const DIMMED_COLOR = 'rgba(128, 138, 148, 0.45)'
+
+// Chart.js can't read CSS custom properties, so resolve the theme vars to strings once
+export function getThemeColors() {
+  const style = getComputedStyle(document.body)
+  return {
+    text: style.getPropertyValue('--text'),
+    primary: style.getPropertyValue('--primary-interactive'),
+    secondary: style.getPropertyValue('--secondary-interactive'),
+    background: style.getPropertyValue('--secondary-background')
+  }
+}
+
+/*
+  Per-point color / radius / shape / hit-radius arrays for a star scatter, styled by
+  membership. Every star stays in ONE dataset with these indexable options rather than being
+  split into member/field datasets: re-partitioning changes each dataset's element count on
+  every drag frame, and Chart.js destroying/recreating point elements mid-drag makes stars
+  blink. Members take the primary color and field stars are dimmed; Gaia-only stars are
+  triangles, image stars circles. Points where isVisible(point) is false are hidden (radius and
+  hit radius zeroed) rather than removed, so the element count stays stable.
+
+  points: [{ cmdIndex, star }, ...]; memberFlags aligned by cmdIndex (null = all members).
+*/
+export function starPointStyles(points, { memberFlags, themeColors, isVisible = null }) {
+  const memberCount = memberFlags ? points.filter((point) => memberFlags[point.cmdIndex]).length : points.length
+  // smaller points keep a dense cluster field readable
+  const memberRadius = memberCount > 1000 ? 2 : 3
+  const colors = []
+  const radii = []
+  const shapes = []
+  const hitRadii = []
+  for (const point of points) {
+    const member = !memberFlags || memberFlags[point.cmdIndex]
+    const visible = !isVisible || isVisible(point)
+    colors.push(member ? themeColors.primary : DIMMED_COLOR)
+    radii.push(visible ? (member ? memberRadius : 2) : 0)
+    hitRadii.push(visible ? 1 : 0)
+    shapes.push(point.star.gaia_only ? 'triangle' : 'circle')
+  }
+  return { colors, radii, shapes, hitRadii }
+}
diff --git a/src/utils/histogramWindowSelect.js b/src/utils/histogramWindowSelect.js
new file mode 100644
index 0000000..dc9f824
--- /dev/null
+++ b/src/utils/histogramWindowSelect.js
@@ -0,0 +1,165 @@
+import { getRelativePosition } from 'chart.js/helpers'
+
+/*
+  The draggable two-line min/max window shared by ParallaxHistogram and DistanceHistogram:
+  a Chart.js plugin that draws the dashed bounds with grab handles, plus pointer handlers to
+  drag a line and adjust the window, or drag across an empty plot to create one. Everything
+  here is identical between the two histograms; the host supplies only what differs - the
+  value<->pixel mapping (linear or log), the value-space extent, the rounding precision, and
+  how to read and emit the bounds.
+
+  Options (all read lazily, so the chart can be created after this is called):
+    chart:        () => Chart|null            the chart instance
+    min, max:     () => number|null           current window bounds (from props)
+    emitMin/Max:  (value) => void             emit the v-model:... min / max update
+    valueToPixel: (chart, value) => number    value -> x pixel
+    pixelToValue: (chart, pixel) => number    x pixel -> value
+    extent:       () => {min, max}|null        value-space span of the bars (null when no data)
+    round:        (value) => number           snap emitted bounds to the axis precision
+    lineColor:    () => string                dashed line / handle color
+
+  Returns { windowActive, plugin, attach, detach }.
+*/
+
+const LINE_GRAB_PIXELS = 8
+const HANDLE_WIDTH = 8
+const HANDLE_HEIGHT = 16
+
+export function useHistogramWindowSelect({ chart, min, max, emitMin, emitMax, valueToPixel, pixelToValue, extent, round, lineColor }) {
+  function windowActive() {
+    return Number.isFinite(min()) && Number.isFinite(max())
+  }
+
+  // a boundary line is drawn clamped to the chart area, so out-of-range bounds stay visible
+  // AND grabbable there - the hit test must use this same clamped position
+  function boundPixel(chartInstance, value) {
+    const area = chartInstance.chartArea
+    return Math.min(Math.max(valueToPixel(chartInstance, value), area.left), area.right)
+  }
+
+  const plugin = {
+    id: 'histogramWindowBounds',
+    afterDatasetsDraw(chartInstance) {
+      if (!windowActive() || !extent()) return
+      const { ctx, chartArea } = chartInstance
+      ctx.save()
+      ctx.strokeStyle = lineColor()
+      ctx.fillStyle = lineColor()
+      ctx.lineWidth = 2
+      for (const value of [min(), max()]) {
+        const pixelX = boundPixel(chartInstance, value)
+        ctx.setLineDash([6, 4])
+        ctx.beginPath()
+        ctx.moveTo(pixelX, chartArea.top)
+        ctx.lineTo(pixelX, chartArea.bottom)
+        ctx.stroke()
+        ctx.setLineDash([])
+        ctx.fillRect(pixelX - HANDLE_WIDTH / 2, chartArea.top, HANDLE_WIDTH, HANDLE_HEIGHT)
+      }
+      ctx.restore()
+    }
+  }
+
+  let dragMode = null       // 'min' | 'max' | 'create' | null
+  let createAnchor = null   // the fixed edge while dragging out a new window
+  let createMoved = false   // whether a create drag actually moved (else it was a stray click)
+  let pendingEmit = null     // batched { min?, max? }, flushed at most once per frame
+  let emitScheduled = false
+
+  // which boundary line, if any, is under the pointer (at its drawn, clamped position)
+  function hitTest(pixelX) {
+    if (!windowActive() || !extent()) return null
+    const chartInstance = chart()
+    const toMin = Math.abs(pixelX - boundPixel(chartInstance, min()))
+    const toMax = Math.abs(pixelX - boundPixel(chartInstance, max()))
+    if (Math.min(toMin, toMax) > LINE_GRAB_PIXELS) return null
+    return toMin <= toMax ? 'min' : 'max'
+  }
+
+  function clampToExtent(value) {
+    const span = extent()
+    return span ? Math.min(Math.max(value, span.min), span.max) : value
+  }
+
+  // live-updating on every pointermove is wasteful, so emit at most once per frame
+  function scheduleEmit(update) {
+    pendingEmit = { ...pendingEmit, ...update }
+    if (emitScheduled) return
+    emitScheduled = true
+    requestAnimationFrame(() => {
+      if (pendingEmit.min !== undefined) emitMin(pendingEmit.min)
+      if (pendingEmit.max !== undefined) emitMax(pendingEmit.max)
+      pendingEmit = null
+      emitScheduled = false
+    })
+  }
+
+  function onPointerDown(event) {
+    const chartInstance = chart()
+    const position = getRelativePosition(event, chartInstance)
+    const grabbed = hitTest(position.x)
+    if (grabbed) {
+      dragMode = grabbed
+    } else if (!windowActive() && extent()) {
+      // no window yet: start dragging one out, both edges anchored at this point for now
+      dragMode = 'create'
+      createAnchor = clampToExtent(pixelToValue(chartInstance, position.x))
+      createMoved = false
+      scheduleEmit({ min: round(createAnchor), max: round(createAnchor) })
+    } else {
+      return   // a window exists but no line was grabbed: ignore, like the PM plot
+    }
+    event.target.setPointerCapture?.(event.pointerId)
+    event.preventDefault()
+  }
+
+  function onPointerMove(event) {
+    const chartInstance = chart()
+    const position = getRelativePosition(event, chartInstance)
+    if (!dragMode) {
+      // a crosshair invites drawing a window when none exists, else resize over a line
+      chartInstance.canvas.style.cursor = windowActive()
+        ? (hitTest(position.x) ? 'ew-resize' : 'default')
+        : 'crosshair'
+      return
+    }
+    const value = clampToExtent(pixelToValue(chartInstance, position.x))
+    if (dragMode === 'create') {
+      createMoved = true
+      scheduleEmit({ min: round(Math.min(createAnchor, value)), max: round(Math.max(createAnchor, value)) })
+    } else if (dragMode === 'min') {
+      scheduleEmit({ min: round(Math.min(value, max())) })   // the bounds may not cross
+    } else {
+      scheduleEmit({ max: round(Math.max(value, min())) })
+    }
+  }
+
+  function onPointerUp(event) {
+    // a create gesture that never moved is a stray click - don't leave a zero-width window
+    if (dragMode === 'create' && !createMoved) {
+      scheduleEmit({ min: null, max: null })
+    }
+    dragMode = null
+    createAnchor = null
+    event.target.releasePointerCapture?.(event.pointerId)
+  }
+
+  function attach() {
+    const canvas = chart().canvas
+    canvas.addEventListener('pointerdown', onPointerDown)
+    canvas.addEventListener('pointermove', onPointerMove)
+    canvas.addEventListener('pointerup', onPointerUp)
+    canvas.addEventListener('pointercancel', onPointerUp)
+  }
+
+  function detach() {
+    const canvas = chart()?.canvas
+    if (!canvas) return
+    canvas.removeEventListener('pointerdown', onPointerDown)
+    canvas.removeEventListener('pointermove', onPointerMove)
+    canvas.removeEventListener('pointerup', onPointerUp)
+    canvas.removeEventListener('pointercancel', onPointerUp)
+  }
+
+  return { windowActive, plugin, attach, detach }
+}
diff --git a/src/utils/isochrones.js b/src/utils/isochrones.js
new file mode 100644
index 0000000..96d440d
--- /dev/null
+++ b/src/utils/isochrones.js
@@ -0,0 +1,67 @@
+/*
+  Loading and placement of the isochrone grid asset (public/isochrones/parsec.json,
+  generated by scripts/generate_isochrones.py). The asset stores absolute magnitudes
+  per filter on a [Fe/H] x log(age) grid; placing an isochrone on the observed CMD
+  is a shift by distance modulus and reddening (HR_DIAGRAM_DESIGN.md section 6).
+*/
+
+// Extinction coefficients A_band = R_band * E(B-V) for the Pan-STARRS1 bands the
+// asset is generated in (Schlafly & Finkbeiner 2011 Table 6, R_V = 3.1)
+export const REDDENING_COEFFICIENTS = { gp: 3.172, rp: 2.271, ip: 1.682, zs: 1.322 }
+
+let gridPromise = null
+
+// fetch the grid once per app session; concurrent callers share the same promise
+export function loadIsochroneGrid() {
+  if (!gridPromise) {
+    gridPromise = fetch('/isochrones/parsec.json').then((response) => {
+      if (!response.ok) {
+        throw new Error(`isochrone grid fetch failed (${response.status})`)
+      }
+      return response.json()
+    })
+    // a failed load (offline, bad deploy) may be retried on the next mount
+    gridPromise.catch(() => { gridPromise = null })
+  }
+  return gridPromise
+}
+
+export function nearestNode(nodes, value) {
+  return nodes.reduce((best, node) => (Math.abs(node - value) < Math.abs(best - value) ? node : best))
+}
+
+// the fitting sliders snap to grid nodes, so an exact-match lookup after snapping
+export function findIsochrone(grid, feh, logAge) {
+  const snappedFeh = nearestNode(grid.feh_nodes, feh)
+  const snappedLogAge = nearestNode(grid.log_age_nodes, logAge)
+  return grid.isochrones.find((iso) => iso.feh === snappedFeh && iso.log_age === snappedLogAge) || null
+}
+
+/*
+  Apparent-CMD polyline of an isochrone for a given distance modulus mu and
+  reddening E(B-V):
+    x (color)     = (M_blue - M_red) + (R_blue - R_red) * E(B-V)
+    y (magnitude) = M_red + mu + R_red * E(B-V)
+*/
+export function placeIsochrone(isochrone, blueFilter, redFilter, mu, ebv) {
+  const blueMags = isochrone.mags[blueFilter]
+  const redMags = isochrone.mags[redFilter]
+  if (!blueMags || !redMags) return null
+  const colorShift = (REDDENING_COEFFICIENTS[blueFilter] - REDDENING_COEFFICIENTS[redFilter]) * ebv
+  const magShift = mu + REDDENING_COEFFICIENTS[redFilter] * ebv
+  return redMags.map((redMag, index) => ({
+    x: (blueMags[index] - redMag) + colorShift,
+    y: redMag + magShift
+  }))
+}
+
+// inverse of mu = 5 * log10(distance / 10 pc)
+export function distanceParsecs(mu) {
+  return Math.pow(10, (mu + 5) / 5)
+}
+
+// starting guess for mu from a Gaia parallax (mas); null when parallax is unusable
+export function distanceModulusFromParallax(parallaxMas) {
+  if (!Number.isFinite(parallaxMas) || parallaxMas <= 0) return null
+  return 5 * Math.log10(1000 / parallaxMas) - 5
+}
diff --git a/src/views/DataAnalysisView.vue b/src/views/DataAnalysisView.vue
index 1531cb9..8d4b5a5 100644
--- a/src/views/DataAnalysisView.vue
+++ b/src/views/DataAnalysisView.vue
@@ -1,9 +1,16 @@
 <script setup>
 import { computed, watch, ref } from 'vue'
 import FilterBadge from '@/components/Global/FilterBadge.vue'
+import HRDiagramPlot from '@/components/Analysis/HRDiagramPlot.vue'
+import IsochroneControls from '@/components/Analysis/IsochroneControls.vue'
 import LightCurvePlot from '@/components/Analysis/LightCurvePlot.vue'
+import MembershipControls from '@/components/Analysis/MembershipControls.vue'
+import ParallaxHistogram from '@/components/Analysis/ParallaxHistogram.vue'
+import DistanceHistogram from '@/components/Analysis/DistanceHistogram.vue'
 import PeriodogramPlot from '@/components/Analysis/PeriodogramPlot.vue'
 import PhasedLightCurvePlot from '@/components/Analysis/PhasedLightCurvePlot.vue'
+import ProperMotionPlot from '@/components/Analysis/ProperMotionPlot.vue'
+import { loadIsochroneGrid, findIsochrone, placeIsochrone, nearestNode, distanceModulusFromParallax } from '@/utils/isochrones.js'
 
 const props = defineProps({
   data: {
@@ -19,8 +26,115 @@ const periodogramData = ref({})
 const variableStarData = ref({})
 const bestPeriod = ref(null)
 const selectedPoints = ref([])
+// each output type has its own detection key, dispatching to the right set of plots
+const hasCMD = computed(() => Array.isArray(props.data?.cmd))
 const hasLightCurve = computed(() => Array.isArray(props.data?.light_curve) && props.data.light_curve.length > 0)
 const hasPeriodogram = computed(() => Array.isArray(periodogramData.value.frequencies) && periodogramData.value.frequencies.length > 0)
+const hasGaia = computed(() => hasCMD.value && ((props.data.n_gaia_matched || 0) + (props.data.n_gaia_only || 0)) > 0)
+
+/*
+  Cluster membership selection (CMD outputs): the single source of truth for the
+  pm center/radius + parallax window, edited by MembershipControls and rendered by
+  all three plots. Initialized from the backend's membership_guess when present.
+*/
+const emptyMembership = {
+  pmra: null, pmdec: null, pm_radius: null,
+  parallax_min: null, parallax_max: null,
+  distance_min: null, distance_max: null
+}
+const membership = ref({ ...emptyMembership })
+
+// filtering only activates once a proper motion center + radius are set
+const membershipActive = computed(() =>
+  ['pmra', 'pmdec', 'pm_radius'].every((field) => Number.isFinite(membership.value[field]))
+)
+
+// per-star member flags aligned with data.cmd, or null when no selection is active
+const memberFlags = computed(() => {
+  if (!hasCMD.value || !membershipActive.value) {
+    return null
+  }
+  const selection = membership.value
+  // the parallax and distance windows are independent optional cuts; both must pass
+  const parallaxWindowActive = Number.isFinite(selection.parallax_min) && Number.isFinite(selection.parallax_max)
+  const distanceWindowActive = Number.isFinite(selection.distance_min) && Number.isFinite(selection.distance_max)
+  return props.data.cmd.map((star) => {
+    if (!star.gaia_match || !Number.isFinite(star.pmra) || !Number.isFinite(star.pmdec)) {
+      return false
+    }
+    if (Math.hypot(star.pmra - selection.pmra, star.pmdec - selection.pmdec) > selection.pm_radius) {
+      return false
+    }
+    if (parallaxWindowActive && !(Number.isFinite(star.parallax)
+        && star.parallax >= selection.parallax_min && star.parallax <= selection.parallax_max)) {
+      return false
+    }
+    if (distanceWindowActive && !(Number.isFinite(star.distance)
+        && star.distance >= selection.distance_min && star.distance <= selection.distance_max)) {
+      return false
+    }
+    return true
+  })
+})
+
+const memberCount = computed(() => memberFlags.value ? memberFlags.value.filter(Boolean).length : null)
+
+/*
+  Isochrone fitting (CMD outputs): the grid asset loads lazily on the first CMD
+  output, the fit parameters live here, and the placed polyline is handed to the
+  CMD plot. IsochroneControls edits the fit object through v-model.
+*/
+const isochroneGrid = ref(null)
+const isochroneLoadFailed = ref(false)
+const isochroneFit = ref(null)
+
+function ensureIsochrones() {
+  isochroneLoadFailed.value = false
+  loadIsochroneGrid()
+    .then((grid) => {
+      isochroneGrid.value = grid
+      if (!isochroneFit.value) {
+        isochroneFit.value = initialIsochroneFit(grid)
+      }
+    })
+    .catch(() => {
+      isochroneLoadFailed.value = true
+    })
+}
+
+function initialIsochroneFit(grid) {
+  // start the distance at the Gaia parallax distance when the backend found a clump,
+  // so the model line lands near the cluster sequence instead of far off-plot
+  const guess = props.data.membership_guess
+  const parallaxCenter = guess ? (guess.parallax_min + guess.parallax_max) / 2 : null
+  const muFromParallax = distanceModulusFromParallax(parallaxCenter)
+  const mu = muFromParallax === null ? 10 : Math.min(Math.max(muFromParallax, 0), 18)
+  return {
+    show: true,
+    mu: Math.round(mu * 20) / 20,   // keep it on the slider's 0.05 step
+    ebv: 0,
+    log_age: nearestNode(grid.log_age_nodes, 9.0),
+    feh: nearestNode(grid.feh_nodes, 0.0)
+  }
+}
+
+// placed whenever a fit exists — fit.show only controls drawing, so the plot's
+// legend keeps its Isochrone chip while the line is toggled off
+const isochronePoints = computed(() => {
+  const fit = isochroneFit.value
+  if (!hasCMD.value || !isochroneGrid.value || !fit) {
+    return null
+  }
+  const isochrone = findIsochrone(isochroneGrid.value, fit.feh, fit.log_age)
+  return isochrone ? placeIsochrone(isochrone, props.data.blue_filter, props.data.red_filter, fit.mu, fit.ebv) : null
+})
+
+// the plot's legend chip and IsochroneControls' show-switch share this flag
+function setIsochroneShown(shown) {
+  if (isochroneFit.value) {
+    isochroneFit.value.show = shown
+  }
+}
 
 function foldPeriod(magTimeSeries, period) {
   const frequency = 1.0 / period
@@ -114,7 +228,23 @@ const handlePeriodSelected = (period, freq, pow, bestPeriodFromPlot) => {
 }
 
 watch(() => props.data, () => {
-  assignVariableStarData()
+  if (hasCMD.value) {
+    // seed the pm circle from the guess, but start BOTH histogram windows empty (the user
+    // draws them on the plots) so neither the parallax nor the distance histogram is
+    // pre-selected. "Use Suggestion" still re-applies the guess's parallax window.
+    membership.value = {
+      ...emptyMembership,
+      ...(props.data.membership_guess || {}),
+      parallax_min: null,
+      parallax_max: null
+    }
+    // re-derive the starting fit for the new output once the grid is available
+    isochroneFit.value = isochroneGrid.value ? initialIsochroneFit(isochroneGrid.value) : null
+    ensureIsochrones()
+  }
+  else {
+    assignVariableStarData()
+  }
 },
 { immediate: true }
 )
@@ -124,6 +254,9 @@ const title = computed(() => {
   if (props.data?.source) {
     text += ': ' + props.data.source?.name
   }
+  else if (props.data?.cluster?.name) {
+    text += ': ' + props.data.cluster.name
+  }
   return text
 })
 
@@ -139,6 +272,18 @@ const title = computed(() => {
         :filter="props.data.filter"
         class="ml-2"
       />
+      <template v-if="hasCMD">
+        <filter-badge
+          v-if="props.data.blue_filter"
+          :filter="props.data.blue_filter"
+          class="ml-2"
+        />
+        <filter-badge
+          v-if="props.data.red_filter"
+          :filter="props.data.red_filter"
+          class="ml-1"
+        />
+      </template>
       <v-toolbar-title :text="title" />
       <v-btn
         icon="mdi-close"
@@ -150,9 +295,73 @@ const title = computed(() => {
       <div
         class="analysis-content"
       >
-        <div class="analysis-row">
+        <div
+          v-if="hasCMD"
+          class="analysis-row cmd-analysis-row"
+        >
+          <h-r-diagram-plot
+            :cmd-data="props.data"
+            :member-flags="memberFlags"
+            :isochrone="isochronePoints"
+            :isochrone-visible="!!isochroneFit && isochroneFit.show"
+            class="hr-diagram-plot"
+            @update:isochrone-visible="setIsochroneShown"
+          />
+        </div>
+        <isochrone-controls
+          v-if="hasCMD && isochroneGrid && isochroneFit"
+          v-model="isochroneFit"
+          :log-age-nodes="isochroneGrid.log_age_nodes"
+          :feh-nodes="isochroneGrid.feh_nodes"
+        />
+        <v-alert
+          v-else-if="hasCMD && isochroneLoadFailed"
+          type="warning"
+          density="compact"
+          variant="tonal"
+          class="isochrone-alert"
+          text="Isochrone models failed to load. Close and reopen the analysis view to retry."
+        />
+        <membership-controls
+          v-if="hasGaia"
+          v-model="membership"
+          :membership-guess="props.data.membership_guess"
+          :member-count="memberCount"
+          :total-stars="props.data.cmd.length"
+        />
+        <div
+          v-if="hasGaia"
+          class="analysis-row membership-plots-row"
+        >
+          <proper-motion-plot
+            v-model:selection="membership"
+            :cmd="props.data.cmd"
+            :member-flags="memberFlags"
+            class="membership-plot"
+          />
+          <parallax-histogram
+            v-model:parallax-min="membership.parallax_min"
+            v-model:parallax-max="membership.parallax_max"
+            :cmd="props.data.cmd"
+            class="membership-plot"
+          />
+        </div>
+        <div
+          v-if="hasGaia"
+          class="analysis-row membership-plots-row"
+        >
+          <distance-histogram
+            v-model:distance-min="membership.distance_min"
+            v-model:distance-max="membership.distance_max"
+            :cmd="props.data.cmd"
+            class="membership-plot"
+          />
+        </div>
+        <div
+          v-if="hasLightCurve"
+          class="analysis-row"
+        >
           <light-curve-plot
-            v-if="hasLightCurve"
             :variable-star-data="variableStarData"
             class="light-curve-plot"
           />
@@ -221,5 +430,21 @@ const title = computed(() => {
 .phased-analysis-row {
   height: clamp(420px, 54vh, 640px);
 }
+.cmd-analysis-row {
+  height: clamp(480px, 70vh, 800px);
+}
+.membership-plots-row {
+  gap: 2rem;
+  align-items: stretch;
+}
+.membership-plot {
+  flex: 1 1 0;
+  min-width: 0;
+}
+.isochrone-alert {
+  width: min(100%, 1120px);
+  align-self: center;
+  flex: 0 0 auto;
+}
 
 </style>