PythonNo license detected★ 2 stars⑂ 7 forkssince Nov 2025View on GitHub ↗
bluesky/bluesky-tiled-plugins holds a health index of 67 out of 100, placing it in the Moderate band. It scores highest on Vitality (92/100) and lowest on Community & Adoption (24/100). It was last updated today. A single contributor accounts for most of its recent work.
67
overall / 100
Moderate
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
67
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
deps.dev does not index pypi:bluesky-tiled-plugins@2.0.9; advisories assessed against the repository dependency graph instead
No resolved dependencies carried a version and a supported ecosystem
More detail
Star and fork history 2 ★ / 7 ⇿
2Stars
7Forks
11Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 1Minor 0Patch 8
OpenSSF Scorecard 5.9 / 10
5.9aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-21 19:50 UTC
Full resolved dependency set from the GitHub dependency graph: 1 direct and 5 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
PyPI
tiled
—
direct
PyPI
hatchling
—
indirect
PyPI
myst-parser
—
indirect
PyPI
pytest
—
indirect
PyPI
pytest-cov
—
indirect
PyPI
sphinx
—
indirect
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
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"headline": "Apply suggestion from @danielballan",
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"headline": "Import of size_from_uri in consolidators",
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"body": "BUG: revert `scan_id` lookup sort override; trust catalog default sort",
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"headline": "Merge pull request #46 from genematx/revert-scan-id-sort",
"author_name": "Dan Allan",
"author_login": "danielballan",
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"body": "Commit 513357a replaced `results.values().last()` with an explicit\n`.sort([(\"start.time\", -1)]).values().first()`, based on an\nunverified assumption that the server-side default sort direction\ncould be either ascending or descending. In practice the catalog\nreports `sorting: [{\"key\": \"time\", \"direct\n[…]\ntest that\ninserts two runs with the same `scan_id` (different `time`s) into a\nmongomock-backed catalog and asserts the lookup returns the newer.\nThe test fails against the broken sort in either shape.",
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"headline": "BUG: revert scan_id lookup sort override; trust catalog default sort",
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"headline": "Merge pull request #43 from genematx/bytes-consolidator",
"author_name": "Dan Allan",
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"body": "Zarr 2.x raises ZeroDivisionError and zarr >=3.2 raises ValueError when\ncreating an array with a zero-length chunk edge. Zarr 3.1.x accepts it.\nMark the (0, 'file') param as xfail non-strict so both CI (broken) and\nlocal (working) configurations are tolerated.",
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"headline": "TST: xfail internal-array zero-dim test",
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"body": "The json-seq exporter previously walked only the `internal` table\npartition when emitting events. Ragged internal arrays live in their\nown child nodes with `structure_family == \"ragged\"` and were\nmistakenly grouped with external stream_resources, breaking on\nre-ingest (empty rows collapsed to shape \n[…]\n and merge the\nvalues into the per-seq_num event data alongside the internal table\nvalues. The writer's existing shape-based dispatch routes the\nre-ingested rows back through `write_ragged` unchanged.",
"is_bot": false,
"headline": "ENH: export ragged internal arrays as events for roundtrip",
"author_name": "Eugene M.",
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"body": "Move the shared descriptor-reconstruction helper into\n`exporters.py` alongside its primary caller and drop the tiny\n`_descriptors` module. The client `descriptors` properties now\nimport it from `..exporters`.",
"is_bot": false,
"headline": "MNT: inline build_descriptor_docs into exporters.py",
"author_name": "Eugene M.",
"author_login": "genematx",
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"headline": "MNT: format and lint",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": false,
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{
"oid": "8ff6eb0d9242f436d7246d1f175bb4353294d803",
"body": "…lper\n\nMove the descriptor-assembly logic that was duplicated between the\nJSON-Seq exporter and the client `descriptors` properties into\n`_descriptors.build_descriptor_docs`. The helper strips\nnon-descriptor keys from the raw Tiled node metadata (which is\nuser-arbitrary), unfolds `_config_updates` into follow-up\ndocuments, and validates every result against the `event_model`\n`EventDescriptor` JSON schema so any drift between stored metadata\nand the on-wire document schema surfaces immediately.",
"is_bot": false,
"headline": "MNT: consolidate descriptor reconstruction into a schema-validated he…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": false,
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},
{
"oid": "ed47770af0d1fb696964e06bf80c2957fcd88605",
"body": "… walk\n\nThe `descriptors` properties on `BlueskyRun` and both event-stream\nimplementations previously iterated the full document stream of the\nrun just to filter descriptor entries, which is catastrophic on runs\nwith many events. Reconstruct the sequence from each stream's cached\nmetadata (and `_con\n[…]\nom_stream_client`\nwas reading `upd.configuration.data.<key>`, skipping the\n`obj_name` level, so every recorded update value silently collapsed\nto `None`. Index through `configuration[obj_name]` first.",
"is_bot": false,
"headline": "PERF: reconstruct descriptors from stream metadata; fix config-update…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4ad6b3e74c0a05d4aa6fb1956539c574a8148a9f",
"body": "…t parser\n\nExtract the document-stream parser into `_iter_json_seq` and use it\nfrom both the streaming pathway and `documents()`. The parser strips\nan optional \\x1E record-separator prefix from each newline-delimited\nrecord, so a client built against the new exporter can also read from\nan older server that still emits plain NDJSON during a rolling\nupgrade. The old-client / new-server direction remains a hard break\nand is expected to require a coordinated upgrade.",
"is_bot": false,
"headline": "ENH: accept both RFC 7464 and legacy NDJSON framing in json-seq clien…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92b9f1fd3633ccf4dcff38dacc7b9c63765b4195",
"body": "The `application/json-seq` exporter previously emitted plain\nnewline-delimited JSON, and the client parsers assumed the same. The\nmimetype now matches the wire format: each record is prefixed with the\nASCII record-separator (\\x1E) and terminated by a newline, per RFC\n7464. The streaming and `documents()` parsers in `bluesky_run` were\nupdated to consume this framing.",
"is_bot": false,
"headline": "BUG: emit and parse RFC 7464 JSON-Seq records",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": false,
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},
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"oid": "513357a0db2c3d4820173858f4da85e398cd0908",
"body": "… signature\n\n- `CatalogOfBlueskyRuns.is_sql` used to implicitly return `None` when\n no matching spec was found, breaking `is True`/`is False` checks and\n JSON serialization. Always return a concrete bool.\n- `_lookup_by_scan_id` relied on the server-side default sort direction\n and called `.last()\n[…]\nxplicitly and return the first result.\n- `Dispatcher.process` accessed `name.name` unconditionally,\n requiring a `DocumentNames` enum despite the docstring advertising a\n string. Accept either form.",
"is_bot": false,
"headline": "BUG: harden catalog scan_id lookup, is_sql return, dispatcher process…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": true,
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},
{
"oid": "678c9d9e9680f9286599a6c0926adfbcb3b70cb8",
"body": null,
"is_bot": false,
"headline": "MNT: format and lint",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f75cfad27b75c63e8660031b3ad748992e21f97",
"body": "…er kwargs; dedup stop notes\n\n- `TiledWriter.spec_to_mimetype` is rebuilt as a `defaultdict` so\n unknown specs still fall back to `application/octet-stream` instead\n of raising `KeyError`; using `dict.__or__` dropped the factory.\n- `TiledWriter.from_uri` and `TiledWriter.from_profile` now accept\n \n[…]\ntings were\n previously unreachable through the factory constructors.\n- Deduplicate the notes list written on the Stop document so a note\n repeated between the normalizer and the writer appears once.",
"is_bot": false,
"headline": "ENH: preserve defaultdict fallback for spec_to_mimetype; forward writ…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": true,
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},
{
"oid": "cf39e061460bf9104875156f20dfaf7d0f817343",
"body": "… sleep\n\n- `ConsolidatorBase.validate` used a bare `assert` to check the\n adapter could be initialized; under `python -O` this check is\n stripped. Raise `RuntimeError` instead so the guard survives.\n- Remove the unconditional `time.sleep(0.1)` inside the per-data-key\n validation loop; it added ~10 s of dead time per 100-key run with no\n functional purpose.",
"is_bot": false,
"headline": "MNT: replace assert with raise in consolidator validate; drop per-key…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": false,
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},
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"oid": "95185d09ca5b6b7cd4cfb534f05873bfdb182cd7",
"body": "- Decode the streaming JSON-seq response with an incremental UTF-8\n decoder so multi-byte characters split across chunk boundaries do not\n raise `UnicodeDecodeError`.\n- Skip blank lines when replaying documents from a JSON-seq buffer.\n- `IPYTHON_METHODS` was missing a comma, silently concatenating\n `_repr_mimebundle_` and `_ipython_display_` into a single string that\n never matched a real IPython lookup.",
"is_bot": false,
"headline": "BUG: harden document-stream parsing and fix IPYTHON_METHODS typo",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": false,
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},
{
"oid": "3f499f7c8114f2828c1af38965ff2f7e7c78c5b0",
"body": "…tClient\n\nThe reversed iterator returned by `reversed(self._stream_names)` was not\nsliceable, and `self._keys[start:stop:-1 if direction < 0 else 1]`\nyielded an empty slice when a KeysView was reverse-sliced (e.g.\n`client.keys()[::-1]`). Reverse after slicing instead.",
"is_bot": false,
"headline": "BUG: fix reversed keys/items slicing on BlueskyRun and CompositeSubse…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": false,
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},
{
"oid": "4ed154e5156373e42811c746aa0f7948d3641145",
"body": "… sources\n\nThe DataSource for multi-file (multipart/related) consolidators only\npersists adapter kwargs in .parameters, dropping the original filename\ntemplate, chunk_shape, and join_method. As a result, exporting a\nBlueskyRun via application/json-seq and re-ingesting the documents\ncrashed inside Mu\n[…]\nor the consolidator to\nregenerate the same set of URIs on re-ingest.\n\nThe roundtrip test now covers both the internal-only and external-asset\nfixtures; the previously xfailed external case now passes.",
"is_bot": false,
"headline": "ENH: synthesize stream_resource template on export for multipart data…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T18:02:00Z",
"body_truncated": true,
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},
{
"oid": "226f44aad8be7a4891db1c95c55991369de917f1",
"body": "…rs, queries\n\n- exporters: stream_datum indices/seq_nums stop bounds are exclusive;\n the previous code emitted stop = last_index (off-by-one), silently\n truncating the last datum on ingest. Also give the sort key a numeric\n fallback so events/event_pages don't blow up on None-vs-int compare.\n- ti\n[…]\nrned '9' and truncated filenames.\n Cast to int before max().\n- queries: RawMongo deprecation warning string was not an f-string, so\n {key}/{value!r} appeared literally instead of being interpolated.",
"is_bot": false,
"headline": "BUG: fix silent data-loss cases in exporters, normalizer, consolidato…",
"author_name": "Eugene M.",
"author_login": "genematx",
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"body": "- `_document_types` had `stream_resource` and `stream_datum` mapped\n to each other's document classes, causing every parsed document via\n `BlueskyRun.documents()` to be labelled with the wrong type.\n- `BlueskyEventStream._repr_mimebundle__` (extra trailing underscore)\n never matched IPython's actual probe (`_repr_mimebundle_`), so the\n MIME repr was not suppressed on event-stream nodes.\n- Add regression tests guarding both against future swaps.",
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"headline": "BUG: correct document-type mapping and mimebundle attribute name",
"author_name": "Eugene M.",
"author_login": "genematx",
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"body": null,
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"headline": "BUG: include exception class name in AssetValidationException message",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T17:57:40Z",
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"headline": "FIX: concatenation of resource paths",
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"oid": "9c0c5acd407bd09018df9ff15f86aa5988ac045b",
"body": "Previously, validate() unconditionally appended new notes to the run's\nexisting metadata notes on every invocation. A persistent (ignored)\nvalidation error would therefore produce a duplicate note on every\ncall, growing the metadata unboundedly.\n\nMerge existing and new notes with dict.fromkeys() to \n[…]\non_repeat_with_ignored_errors covering\nthe persistent-ignored-error case, and extend\ntest_validate_bluesky_run_failure to assert that a second validate()\ncall after a fix does not grow the notes list.",
"is_bot": false,
"headline": "BUG: dedupe validation notes so repeat validate() is idempotent",
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"headline": "MNT: clarify comments",
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"oid": "a095782137583e560ebf66f044b5d4533f2a9118",
"body": "The 'Tiled server does not support remote validation' warning is\nexpected behavior on the app0 fixture (which builds the server without\nthe validator router), not a defect. Match the marker already used by\ntest_ignore_validation_errors. Also reformat external_assets_bytes.json\nto the repo-wide spacing convention.",
"is_bot": false,
"headline": "TST: silence local-fallback UserWarning in test_bytes_roundtrip",
"author_name": "Eugene M.",
"author_login": "genematx",
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"oid": "053a4d81b0e3f7f78f4b74560ecf2f0b8568ecf9",
"body": "…es files_per_datum on update\n\n- Emit a UserWarning when frames-per-file (chunk_shape[0]) does not\n divide frames-per-datum under join_method='concat'. The auto-repair\n (coerce chunk_shape to (datum_shape[0],)) is preserved as before, but\n users now get visibility into the silent change.\n- Cache \n[…]\ning + coerced chunk_shape, and\n test_multipart_related_files_per_datum_override covering the new\n files_per_datum StreamResource parameter and its refresh across\n update_from_stream_resource calls.",
"is_bot": false,
"headline": "ENH: MultipartRelatedConsolidator warns on chunk coercion and refresh…",
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"author_login": "genematx",
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"oid": "4dc7e6cacc7fbbcf1165575d4247607dba20ab18",
"body": "…tion\n\n- Harden BytesConsolidator: class docstring, initialize _indx_offset,\n propagate the StreamResource spec parameter into metadata for parity\n with ConsolidatorBase, and drop the nonsensical cls-is-not-base\n escape hatch from get_supported_mimetype.\n- Implement validate(): check each registe\n[…]\ne shapes,\n update_from_stream_resource index reset, factory dispatch + mimetype\n guard, and a generalized spec-metadata propagation test parametrized\n across BytesConsolidator and HDF5Consolidator.",
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"headline": "ENH: complete BytesConsolidator with tests, example, and asset valida…",
"author_name": "Eugene M.",
"author_login": "genematx",
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},
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"oid": "34cca21dc9b68747e6b7d6e3fe0f649a6ed86ed7",
"body": "Previously, size_from_uri failures during data-source validation were\nsilently swallowed, letting downstream errors (e.g. an HDF5 adapter's\n'Unable to synchronously open') surface instead. That masked the root\ncause (missing file) with a less informative message.\n\nFix AssetValidationException to pro\n[…]\n. The remote validator router catches it, honors the\nignore_errors pattern list (for parity with the generic branch), and\notherwise returns a graceful 200 valid=False response rather than an\nHTTP 500.",
"is_bot": false,
"headline": "BUG: raise AssetValidationException for unreachable external assets",
"author_name": "Eugene M.",
"author_login": "genematx",
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"body": null,
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"headline": "MNT: format and lint",
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"author_login": "genematx",
"committed_at": "2026-07-07T16:05:02Z",
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"body": null,
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"headline": "MNT: change parameter name",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T16:05:02Z",
"body_truncated": false,
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},
{
"oid": "81da02463c626a7048eacf7ab12cc7ffa3334d4f",
"body": null,
"is_bot": false,
"headline": "WIP: add BytesConsolidator",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T16:05:02Z",
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"body": null,
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"headline": "WIP: reconciling changes in MultipartHDF5Consolidator",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T16:05:02Z",
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{
"oid": "9ab9ed3d8c2cffa9d537e103cacb2f5eb5eda263",
"body": null,
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"headline": "ENH: translate datum_kwargs point_number to indices",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-07T16:00:25Z",
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{
"oid": "afee5f8f7e09108597b6ba0caa2be71d2564b298",
"body": "Route legacy Resource `root` + `resource_path` composition through\ntiled's `ensure_uri` for canonical URI construction (absolutization,\nscheme/netloc, Windows drive letters), and preserve a trailing `/` on\n`resource_path` across the round-trip. That slash is meaningful: it\nsignals the directory-URI \n[…]\ns the filename-prefix convention\nin which the template renders a suffix. Both `pathlib.Path` and\n`ensure_uri` internally normalize the trailing slash away, so it is\ncaptured and reattached explicitly.",
"is_bot": false,
"headline": "BUG: preserve trailing slash on legacy Resource path",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-02T18:32:08Z",
"body_truncated": true,
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},
{
"oid": "45253ea0c9e0a76ec6b12ff688b35eacf7302d8e",
"body": null,
"is_bot": false,
"headline": "FIX: allow trailing slash in paths",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-02T17:54:10Z",
"body_truncated": false,
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"oid": "210282fbec0c082d965f0230fbe017eb0928efff",
"body": "The multipart file-sequence consolidator previously did a naked string\nconcatenation `self.uri + self.template.format(...)`, which required\nthe template to start with a literal `/` in order to produce a valid\npath. Without that leading slash the URI base and rendered filename ran\ntogether, e.g. `...\n[…]\nat do not exist on disk fall through\n to the safe default (slash-join).\n\nThe strategy is decided once per Consolidator via a `cached_property`\nsince the URI is fixed for the lifetime of the instance.",
"is_bot": false,
"headline": "BUG: robust join of Resource URI with filename template",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-02T17:33:56Z",
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{
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"headline": "MNT: format and lint",
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"committed_at": "2026-07-02T17:20:11Z",
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{
"oid": "3a5c8d044f75e422586cca14431d8cb332b91bf8",
"body": "…nd on their own nodes\n\nWhen multiple descriptors (streams) reference the same Resource -- for\nexample an area detector triggered once per stream, each event picking\na different file from a TIFF stack -- every descriptor's StreamDatum\nattaches to whichever descriptor's node was created first. The ot\n[…]\npoint_number` selecting\na file index in a TIFF stack) are not introduced into TiledWriter. Users\ntranslate them to the writer-native `indices` field through the\nexisting `patches={\"datum\": ...}` hook.",
"is_bot": false,
"headline": "BUG: emit per-descriptor StreamResource so shared-Resource streams la…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-02T17:18:45Z",
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{
"oid": "d72ff172385d87b734e5719d14319f167a2e0ec4",
"body": "Allow Multipart hdf5 Datasets",
"is_bot": false,
"headline": "Merge pull request #19 from genematx/multipart-hdf5",
"author_name": "Dan Allan",
"author_login": "danielballan",
"committed_at": "2026-07-01T17:01:12Z",
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{
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"body": null,
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"headline": "Merge branch 'main' into multipart-hdf5",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-07-01T15:03:08Z",
"body_truncated": false,
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{
"oid": "9cc03354a45e2751704f077e37dbc9d4ac152b17",
"body": "Writing Ragged Arrays",
"is_bot": false,
"headline": "Merge pull request #39 from genematx/write-ragged",
"author_name": "Dan Allan",
"author_login": "danielballan",
"committed_at": "2026-07-01T14:24:35Z",
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"headline": "TST: skip ragged datasets with legacy mongo_normalized",
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"author_login": "genematx",
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"headline": "TST: skip ragged datasets with legacy mongo_normalized",
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"author_login": "genematx",
"committed_at": "2026-06-25T18:22:37Z",
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{
"oid": "1e7832bbd936222a9eca49279fe7c6d5b44457c2",
"body": "…ins into write-ragged",
"is_bot": false,
"headline": "Merge branch 'write-ragged' of github.com:genematx/bluesky-tiled-plug…",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-25T18:04:47Z",
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"headline": "Merge branch 'main' into write-ragged",
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"headline": "Bump minimum tiled (needs ragged)",
"author_name": "Dan Allan",
"author_login": "danielballan",
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{
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"headline": "REL: v2.0.6",
"author_name": "Dan Allan",
"author_login": "danielballan",
"committed_at": "2026-06-10T20:54:04Z",
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{
"oid": "93325e3ea0ad12989dab34e86a31a423affbbe40",
"body": "`TiledInserter` Callback with Buffering and Backup",
"is_bot": false,
"headline": "Merge pull request #40 from genematx/tiled-inserter",
"author_name": "Dan Allan",
"author_login": "danielballan",
"committed_at": "2026-06-10T20:30:56Z",
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},
{
"oid": "e1db5bf56cbe17737208fa752c0962b7bfadbf31",
"body": null,
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"headline": "FIX: race condition when creating a .jsonl file",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-10T20:19:52Z",
"body_truncated": false,
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},
{
"oid": "b2f9b5c5e96cd145ca3eca2624d42dbcb7ded95a",
"body": null,
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"headline": "MNT: clean-up ragged commit",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-10T19:52:06Z",
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},
{
"oid": "d0c8ac413e7312530b3842a94fe55743d6b49fff",
"body": null,
"is_bot": false,
"headline": "MNT: import TiledInserter",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-10T16:40:53Z",
"body_truncated": false,
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},
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"body": null,
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"headline": "TST: failing writing after acquisition has started",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-10T16:29:10Z",
"body_truncated": false,
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},
{
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"headline": "TST: tests for TiledInserter",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-10T15:55:40Z",
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},
{
"oid": "70baefe80013f25216c5eb9a41c706aafbd86aad",
"body": null,
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"headline": "ENH: create backup folder if doesn't exist",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-10T15:24:42Z",
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},
{
"oid": "8f7d865c76bf5d48076157bb494eafb7b55187d7",
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"headline": "ENH: Add TiledInserter",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-10T12:47:33Z",
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},
{
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"body": null,
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"headline": "ENH: Add JSONDictWriter",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-10T12:25:09Z",
"body_truncated": false,
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},
{
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"body": null,
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"headline": "TST: test writing ragged arrays",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-09T16:10:59Z",
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},
{
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"headline": "ENH: writing ragged arrays from Event documents",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-06-09T16:10:45Z",
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{
"oid": "0993195e2d16f8a0e3010ff2ddf440f08caa9fa9",
"body": "Convert slice to NDSlice for server-side reading validation",
"is_bot": false,
"headline": "Merge pull request #37 from genematx/fix-validation-slice",
"author_name": "Eugene",
"author_login": "genematx",
"committed_at": "2026-05-28T20:21:05Z",
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{
"oid": "28e3b3cf3ae4f13e5bf02f8871c3e6a68a416ca8",
"body": null,
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"headline": "MNT: cleanup",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-05-28T19:40:41Z",
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},
{
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"headline": "REV:",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-05-28T19:39:56Z",
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},
{
"oid": "b7d9844d554f89765d8b531b79d89bf039e1d607",
"body": null,
"is_bot": false,
"headline": "ENH: compare numpy dtypes",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-05-28T19:33:30Z",
"body_truncated": false,
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},
{
"oid": "9767ef793fa13413049466135a1277245a4ffec7",
"body": null,
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"headline": "FIX: convert to NDSlice",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-05-28T19:11:44Z",
"body_truncated": false,
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},
{
"oid": "d84a7b83fc2de6f194a4abcabcc9f234556f0192",
"body": "Start Validation with dtype",
"is_bot": false,
"headline": "Merge pull request #36 from genematx/fix-structdtype-validator",
"author_name": "Dan Allan",
"author_login": "danielballan",
"committed_at": "2026-05-28T18:39:20Z",
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},
{
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"headline": "CI: Ignore Starletter deprecation warnings",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-05-28T18:16:47Z",
"body_truncated": false,
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},
{
"oid": "9d00d3b2b465719bfc1714aa8acc5c9bb135241c",
"body": null,
"is_bot": false,
"headline": "CI: Ignore Starletter deprecation warnings",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-05-28T18:15:21Z",
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{
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"body": null,
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"headline": "MNT: format",
"author_name": "Eugene M.",
"author_login": "genematx",
"committed_at": "2026-05-28T18:03:13Z",
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"headline": "FIX: start validation with dtype",
"author_name": "Eugene M.",
"author_login": "genematx",
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{
"oid": "a991867523c4f5e7e4113e00be19371a046fa131",
"body": "FIX: use copy.deepcopy for Resource and Datum docs",
"is_bot": false,
"headline": "Merge pull request #35 from genematx/fix-deepcopy",
"author_name": "Eugene",
"author_login": "genematx",
"committed_at": "2026-05-19T14:46:32Z",
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],
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
"warnings": [
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],
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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.23.0 — full methodology · metrics wiki.
