diff --git a/heudiconv/bids.py b/heudiconv/bids.py
index 1bbfcf6..9569278 100644
--- a/heudiconv/bids.py
+++ b/heudiconv/bids.py
@@ -240,6 +240,27 @@ def add_participant_record(studydir, subject, age, sex):
             known_subjects = {l.split('\t')[0] for l in f.readlines()}
         if participant_id in known_subjects:
             return
+    else:
+        # Populate particpants.json (an optional file to describe column names in
+        # participant.tsv). This auto generation will make BIDS-validator happy.
+        participants_json = op.join(studydir, 'participants.json')
+        if not op.lexists(participants_json):
+            save_json(participants_json,
+                OrderedDict([
+                    ("participant_id", OrderedDict([
+                        ("Description", "Participant identifier")])),
+                    ("age", OrderedDict([
+                        ("Description", "Age in years (TODO - verify) as in the initial"
+                            " session, might not be correct for other sessions")])),
+                    ("sex", OrderedDict([
+                        ("Description", "self-rated by participant, M for male/F for "
+                            "female (TODO: verify)")])),
+                    ("group", OrderedDict([
+                        ("Description", "(TODO: adjust - by default everyone is in "
+                            "control group)")])),
+                ]),
+                sort_keys=False,
+                indent=2)
     # Add a new participant
     with open(participants_tsv, 'a') as f:
         f.write(
@@ -311,7 +332,8 @@ def save_scans_key(item, bids_files):
 
 def add_rows_to_scans_keys_file(fn, newrows):
     """
-    Add new rows to file fn for scans key filename
+    Add new rows to file fn for scans key filename and generate accompanying json
+    descriptor to make BIDS validator happy.
 
     Parameters
     ----------
@@ -334,6 +356,25 @@ def add_rows_to_scans_keys_file(fn, newrows):
         os.unlink(fn)
     else:
         fnames2info = newrows
+        # Populate _scans.json (an optional file to describe column names in
+        # _scans.tsv). This auto generation will make BIDS-validator happy.
+        scans_json = '.'.join(fn.split('.')[:-1] + ['json'])
+        if not op.lexists(scans_json):
+            save_json(scans_json,
+                OrderedDict([
+                    ("filename", OrderedDict([
+                        ("Description", "Name of the nifti file")])),
+                    ("acq_time", OrderedDict([
+                        ("LongName", "Acquisition time"),
+                        ("Description", "Acquisition time of the particular scan")])),
+                    ("operator", OrderedDict([
+                        ("Description", "Name of the operator")])),
+                    ("randstr", OrderedDict([
+                        ("LongName", "Random string"),
+                        ("Description", "md5 hash of UIDs")])),
+                ]),
+                sort_keys=False,
+                indent=2)
 
     header = ['filename', 'acq_time', 'operator', 'randstr']
     # prepare all the data rows
diff --git a/heudiconv/cli/run.py b/heudiconv/cli/run.py
index cad83bf..ab69f10 100644
--- a/heudiconv/cli/run.py
+++ b/heudiconv/cli/run.py
@@ -16,7 +16,7 @@ import inspect
 import logging
 lgr = logging.getLogger(__name__)
 
-INIT_MSG = "Running {packname} version {version}".format
+INIT_MSG = "Running {packname} version {version} latest {latest}".format
 
 
 def is_interactive():
@@ -245,8 +245,16 @@ def process_args(args):
 
     outdir = op.abspath(args.outdir)
 
+    import etelemetry
+    try:
+        latest = etelemetry.get_project("nipy/heudiconv")
+    except Exception as e:
+        lgr.warning("Could not check for version updates: ", e)
+        latest = {"version": 'Unknown'}
+
     lgr.info(INIT_MSG(packname=__packagename__,
-                      version=__version__))
+                      version=__version__,
+                      latest=latest["version"]))
 
     if args.command:
         process_extra_commands(outdir, args)
diff --git a/heudiconv/info.py b/heudiconv/info.py
index 8c6b67c..feeae46 100644
--- a/heudiconv/info.py
+++ b/heudiconv/info.py
@@ -8,6 +8,19 @@ __longdesc__ = """Convert DICOM dirs based on heuristic info - HeuDiConv
 uses the dcmstack package and dcm2niix tool to convert DICOM directories or
 tarballs into collections of NIfTI files following pre-defined heuristic(s)."""
 
+CLASSIFIERS = [
+    'Environment :: Console',
+    'Intended Audience :: Science/Research',
+    'License :: OSI Approved :: Apache Software License',
+    'Programming Language :: Python :: 2.7',
+    'Programming Language :: Python :: 3.5',
+    'Programming Language :: Python :: 3.6',
+    'Programming Language :: Python :: 3.7',
+    'Topic :: Scientific/Engineering'
+]
+
+PYTHON_REQUIRES = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
 REQUIRES = [
     'nibabel',
     'pydicom',
@@ -15,6 +28,7 @@ REQUIRES = [
     'nipype >=1.0.0,!=1.2.1,!=1.2.2; python_version == "2.7"',
     'pathlib',
     'dcmstack>=0.7',
+    'etelemetry',
 ]
 
 TESTS_REQUIRES = [
diff --git a/setup.py b/setup.py
index 6017447..c3a804a 100755
--- a/setup.py
+++ b/setup.py
@@ -47,11 +47,13 @@ def main():
         description=ldict['__description__'],
         long_description=ldict['__longdesc__'],
         license=ldict['__license__'],
+        classifiers=ldict['CLASSIFIERS'],
         packages=heudiconv_pkgs,
         entry_points={'console_scripts': [
             'heudiconv=heudiconv.cli.run:main',
             'heudiconv_monitor=heudiconv.cli.monitor:main',
         ]},
+        python_requires=ldict['PYTHON_REQUIRES'],
         install_requires=ldict['REQUIRES'],
         extras_require=ldict['EXTRA_REQUIRES'],
         package_data={

diff --git a/heudiconv/tests/test_heuristics.py b/heudiconv/tests/test_heuristics.py
index c9485c6..f36bbb4 100644
--- a/heudiconv/tests/test_heuristics.py
+++ b/heudiconv/tests/test_heuristics.py
@@ -165,7 +165,13 @@ def test_notop(tmpdir, bidsoptions):
     runner(args)
 
     assert op.exists(pjoin(tmppath, 'Halchenko/Yarik/950_bids_test4'))
-    for fname in ['CHANGES', 'dataset_description.json', 'participants.tsv', 'README']:
+    for fname in [
+        'CHANGES',
+        'dataset_description.json',
+        'participants.tsv',
+        'README',
+        'participants.json'
+    ]:
         if 'notop' in bidsoptions:
             assert not op.exists(pjoin(tmppath, 'Halchenko/Yarik/950_bids_test4', fname))
         else:
diff --git a/heudiconv/tests/test_main.py b/heudiconv/tests/test_main.py
index 7dcd32e..f4b7700 100644
--- a/heudiconv/tests/test_main.py
+++ b/heudiconv/tests/test_main.py
@@ -22,6 +22,7 @@ from mock import patch
 from os.path import join as opj
 from six.moves import StringIO
 import stat
+import os.path as op
 
 
 @patch('sys.stdout', new_callable=StringIO)
@@ -205,6 +206,7 @@ def test_add_rows_to_scans_keys_file(tmpdir):
         assert dates == sorted(dates)
 
     _check_rows(fn, rows)
+    assert op.exists(opj(tmpdir.strpath, 'file.json'))
     # add a new one
     extra_rows = {
         'a_new_file.nii.gz': ['2016adsfasd23', '', 'fasadfasdf'],

Generate participants.json to accompany .tsv where fields are described
ATM we are generating `participants.tsv` with columns age, sex, group. bids-validator then whines
```
./participants.tsv
     Evidence: Columns: age, sex, group not defined, please define in: /participants.json
```
We should then create/define something like
```json
{
  "participant_id": {
    "Description": "participant id"
  },
  "age": {
    "Description": "Age in years (TODO - verify) as in the initial session, might not be correct for other sessions"
  },
  "sex": {
    "Description": "self-rated by participant, M for male/F for female (TODO: verify)"
  },
  "group": {
    "Description": "(TODO: adjust - by default everyone is in control group)"
  }

}
```
heudiconv/tests/test_main.py::test_add_rows_to_scans_keys_file
heudiconv/tests/test_heuristics.py::test_smoke_convertall heudiconv/tests/test_heuristics.py::test_ls heudiconv/tests/test_main.py::test_main_help heudiconv/tests/test_main.py::test_main_version heudiconv/tests/test_main.py::test_create_file_if_missing heudiconv/tests/test_main.py::test_populate_bids_templates heudiconv/tests/test_main.py::test_add_participant_record heudiconv/tests/test_main.py::test_get_formatted_scans_key_row heudiconv/tests/test_main.py::test__find_subj_ses heudiconv/tests/test_main.py::test_make_readonly