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Software-GesundheitsberichtSchema 0.23.0 · Metriken 1.13.0 · 2026-07-21 19:50 UTC

bluesky / bluesky-tiled-plugins

Integrations for using Tiled with Bluesky

PythonKeine Lizenz erkannt★ 2 Sterne⑂ 7 Forksseit Nov. 2025Auf GitHub ansehen ↗

bluesky/bluesky-tiled-plugins erreicht einen Gesundheitsindex von 67 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (92/100) ab, am schwächsten bei Community & Adoption (24/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

67
gesamt / 100
Mittel

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

67
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

153 Follower84 öffentliche Reposseit Feb. 2019

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIbluesky-tiled-plugins2.0.9-27vor 0 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

92Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
22.2/36Commit-Rhythmus — 32/52 Wochen mit Commits
18/18Commit-Volumen — 266 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year266
human_commit_share0,99
days_since_last_push0
active_weeks_last_year32

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 12 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 22,1 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count12
latest_release_tagv2.0.9
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases22,1
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

24Kritisch · 18 % des Gesamtindex
Wie die Bewertung erfolgt
0/60Stars — 2 Stars
6.5/25Forks — 7 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks7
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonbelow_threshold
Wie die Bewertung erfolgt
22.5/22.5README
0/22.5Lizenz — keine Lizenzdatei erkannt
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licensenein
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

64Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
8.8/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 61 % der Commits
5.4/13.5Breite der Beitragenden — 4 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled4
top_contributor_share0,611
Wie die Bewertung erfolgt
17.5/46.8Issue-Lösungsquote — 38 % der Issues geschlossen
31.9/38.3PR-Annahme — 30/36 entschiedene PRs gemergt
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Verwendete Eingangsdaten
merged_prs30
open_issues5
closed_issues3
issue_closed_ratio0,375
closed_unmerged_prs6
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
15.7/25Reichweite des Inhabers — 153 Follower von bluesky
25/25Kontohistorie — 84 öffentliche Repos, Kontoalter ca. 7 Jahre
Verwendete Eingangsdaten
followers153
owner_typeOrganization
is_verified
owner_loginbluesky
public_repos84
account_age_days2.712

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 27 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesbluesky-tiled-plugins
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

86Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 2 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

59Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 7 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5Lizenz — license file not detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,9
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

44Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
22.1/40Lesbare Commit-Historie — 41 von 99 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,414
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Justfile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
8/8Automatisierte Wartung — 1 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_filesJustfile
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,01
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
53/55Handhabbare Dateigrößen — 1/28 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes60.505
source_files_sampled28
oversized_source_files1
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_files

Eckdaten

2GitHub-Sterne
4Mitwirkende
266Commits, letzte 12 Monate
0Tage seit letztem Push
12Releases
1Bus-Faktor
5offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • 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

Weitere Details

Stern- und Fork-Verlauf 2 ★ / 7 ⇿
2Sterne
7Forks
11Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

01345682712025-112026-032026-07
Major 1Minor 0Patch 8
OpenSSF Scorecard 5.9 / 10
5.9Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-21 19:50 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests4 out of 4 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 6
RegistryPaketVersionsvorgabeManifest
PyPIdaskpyproject.toml
PyPIevent-modelpyproject.toml
PyPImongoquerypyproject.toml
PyPIpytzpyproject.toml
PyPItiled>=0.2.12pyproject.toml
PyPItzlocalpyproject.toml
Alle Abhängigkeiten 6

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 1 direkte und 5 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPItileddirekt
PyPIhatchlingindirekt
PyPImyst-parserindirekt
PyPIpytestindirekt
PyPIpytest-covindirekt
PyPIsphinxindirekt
Abhängigkeits-Advisories nicht bewertet

Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies carried a version and a supported ecosystem

JSON-Rohbericht maschinenlesbar
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          "body": "Bug fixes",
          "is_bot": false,
          "headline": "Merge pull request #44 from genematx/bug-fixes",
          "author_name": "Dan Allan",
          "author_login": "danielballan",
          "committed_at": "2026-07-07T18:33:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f3da288ed68c837cc1c4e645052e39695ebc5dc",
          "body": "Add BytesConsolidator",
          "is_bot": false,
          "headline": "Merge pull request #43 from genematx/bytes-consolidator",
          "author_name": "Dan Allan",
          "author_login": "danielballan",
          "committed_at": "2026-07-07T18:29:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d45f6346ce486840b7110a2808f025c3531a7ad",
          "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.",
          "is_bot": false,
          "headline": "TST: xfail internal-array zero-dim test",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:19:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e6bb50f00819f0cedd2670b99b975e02269427a",
          "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.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48e9f03bb9fd86c36ad886a19fca013c1e4d5dc8",
          "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",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0ed33cc223678dde31fab0a36eeaf236c0e8545",
          "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": "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "841ac1098fbf37585bd85f8c412c22a511ac0732",
          "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.",
          "is_bot": false,
          "headline": "BUG: correct document-type mapping and mimebundle attribute name",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T18:02:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "035d5959e0dd0f4439a9a24bb199a135dae6bd3f",
          "body": null,
          "is_bot": false,
          "headline": "BUG: include exception class name in AssetValidationException message",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T17:57:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e629144bdd86d96fa5aeed3a196e46246ecd1da",
          "body": null,
          "is_bot": false,
          "headline": "FIX: concatenation of resource paths",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9b433e3357eaffeb3327b0930bfaa8d36e0760f8",
          "body": null,
          "is_bot": false,
          "headline": "MNT: clarify comments",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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.",
          "is_bot": false,
          "headline": "ENH: complete BytesConsolidator with tests, example, and asset valida…",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "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",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1337314c316eb02fc66b094dd85033fe887c1b4b",
          "body": null,
          "is_bot": false,
          "headline": "MNT: format and lint",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8bb884d4f9ce718e1f175971bf9a0c6b38e52559",
          "body": null,
          "is_bot": false,
          "headline": "MNT: change parameter name",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cdcfca79f864d6834799acd73316abcac9796379",
          "body": null,
          "is_bot": false,
          "headline": "WIP: reconciling changes in MultipartHDF5Consolidator",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:05:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ab9ed3d8c2cffa9d537e103cacb2f5eb5eda263",
          "body": null,
          "is_bot": false,
          "headline": "ENH: translate datum_kwargs point_number to indices",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-07T16:00:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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,
          "is_coding_agent": false
        },
        {
          "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",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6232daab4af525351bf76b7db4eecf7e583a8eca",
          "body": null,
          "is_bot": false,
          "headline": "MNT: format and lint",
          "author_name": "Eugene M.",
          "author_login": "genematx",
          "committed_at": "2026-07-02T17:20:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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            ]
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        ],
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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          {
            "key": "maintainer_resilience",
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                    "code": "bus_factor",
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                "key": "commit_distribution",
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                "detail": "top contributor authored 61% of commits",
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                  {
                    "code": "top_contributor_share",
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                "max_points": 22.5
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "4 contributors",
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                "key": "openssf_scorecard_contributors",
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            "key": "responsiveness",
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            "name": "Issue & PR responsiveness",
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              "merged_prs": 30,
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                "key": "issue_resolution",
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "30/36 decided PRs merged",
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                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "detail": "all changesets reviewed",
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            ]
          },
          {
            "key": "stewardship",
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            "value": 71,
            "inputs": {
              "followers": 153,
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              "is_verified": null,
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                "key": "ownership_backing",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "153 followers of bluesky",
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                "details": [
                  {
                    "code": "owner_followers",
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                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "84 public repos, account ~7 yr old",
                "points": 25,
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                "details": [
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                    "code": "public_repos",
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                      "count": 84
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                  },
                  {
                    "code": "account_age_years",
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                      "years": 7
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
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              "ecosystems": "pypi",
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            "components": [
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                "key": "published_resolvable",
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                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
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                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
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                "details": [
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                    "code": "publish_recency",
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                "max_points": 35
              },
              {
                "key": "version_history",
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                "detail": "27 published versions",
                "points": 20,
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                "details": [
                  {
                    "code": "published_versions",
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                      "count": 27
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                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
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                "details": [
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                    "code": "package_not_deprecated",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "name": "Engineering practices",
            "note": null,
            "notes": [],
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              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
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                "details": [
                  {
                    "code": "ci_workflows",
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                      "count": 2
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                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
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                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "4 out of 4 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
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                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
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              "topics": [],
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            "components": [
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                "key": "readme",
                "name": "README",
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                "points": 30,
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                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
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                "points": 25,
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              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
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              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
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                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
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                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 59,
            "inputs": {
              "source": "openssf_scorecard",
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              "checks_inconclusive": 1,
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
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                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "4 out of 4 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 2.5,
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
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                "max_points": 7.5
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
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              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 3
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "jurisdiction_no_match",
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                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 44,
        "weight": 0,
        "metrics": [
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            "key": "ai_agent_context",
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            "note": null,
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            "inputs": {
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              "legible_history_share": 0.414,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
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                ],
                "max_points": 45
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              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
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              },
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                "key": "legible_commit_history",
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                "status": "partial",
                "details": [
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                    "code": "legible_history",
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                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
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            "notes": [],
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            "inputs": {
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              "lockfiles": [],
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                "key": "one_command_bootstrap",
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                "points": 18,
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                "details": [
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                "max_points": 18
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                "key": "automated_tests",
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                "key": "lint_format_config",
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                "points": 11,
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                "max_points": 11
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              {
                "key": "static_type_checking",
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                "points": 0,
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                "key": "reproducible_environment",
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                "key": "automated_maintenance",
                "name": "Automated maintenance",
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                    "code": "dependency_bot_commits",
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                "max_points": 8
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              {
                "key": "openssf_scorecard_pinned_dependencies",
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          },
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            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
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              "oversized_source_files": 1
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            "components": [
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                "key": "type_checkable_code",
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                "status": "missed",
                "details": [
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                    "code": "no_typecheck_config_language",
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                ],
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              },
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                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/28 source files over 60KB",
                "points": 53,
                "status": "partial",
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                    "code": "oversized_source_files",
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                ],
                "max_points": 55
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            ]
          },
          {
            "key": "ai_interfaces",
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            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T19:50:31.767866Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/bluesky/bluesky-tiled-plugins.svg",
  "full_name": "bluesky/bluesky-tiled-plugins",
  "license_state": "absent",
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}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.23.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.