Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.3.1 · 2026-08-02 07:16 UTC

marbl / meryl

A genomic k-mer counter (and sequence utility) with nice features.

C · C++Eigene Lizenz★ 182 Sterne⑂ 15 Forksseit Feb. 2018Auf GitHub ansehen ↗

marbl/meryl erreicht einen Gesundheitsindex von 51 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (66/100) ab, am schwächsten bei Security (37/100). Zuletzt vor 11 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

51
gesamt / 100
Mittel

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

51
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende 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.

Der gewichtete Gesamtwert 51 wird auf der veröffentlichten Indexskala auf 51 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

MarBLOrganisation
245 Follower45 öffentliche Reposseit Jan. 2014

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

Metriken nach Kategorie

Vitalität

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

58Mittel · 21 % des Gesamtindex
Wie die Bewertung erfolgt
28.8/36Push-Aktualität — letzter Push vor 11 Tagen
1.4/36Commit-Rhythmus — 2/52 Wochen mit Commits
11.1/18Commit-Volumen — 16 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year16
human_commit_share1
days_since_last_push11
active_weeks_last_year2
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 6 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 11 Tagen
5.4/27Release-Rhythmus — ein Release etwa alle 471,2 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count6
latest_release_tagv1.4.2
releases_from_tagsnein
days_since_latest_release11
mean_days_between_releases471,2

Community & Verbreitung

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

48Schwach · 17 % des Gesamtindex
Wie die Bewertung erfolgt
36.6/60Stars — 182 Stars
9.6/25Forks — 15 Forks
5/15Watcher — 9 Watcher
Verwendete Eingangsdaten
forks15
stars182
watchers9
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
16.9/22.5Lizenz — Lizenzdatei vorhanden, keine anerkannte Lizenz
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licensenein
readme_badges
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
readme_badge_services
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

44Schwach · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 91 % der Commits
6.8/13.5Breite der Beitragenden — 5 Beitragende
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Verwendete Eingangsdaten
bus_factor1
contributors_sampled5
top_contributor_share0,911
Wie die Bewertung erfolgt
12.7/42Issue-Lösungsquote — 30 % der Issues geschlossen
22.5/30PR-Annahme — 3/4 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs3
open_issues37
closed_issues16
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,302
closed_unmerged_prs1
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
17.2/25Reichweite des Inhabers — 245 Follower von marbl
24.1/25Kontohistorie — 45 öffentliche Repos, Kontoalter ca. 12 Jahre
Verwendete Eingangsdaten
followers245
owner_typeOrganization
is_verified
owner_loginmarbl
public_repos45
account_age_days4.572

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

66Gut · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 1 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.
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?

37Schwach · 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
0/2.5CI-Tests — keine Daten
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Lizenz — license file detected
7.5/7.5Maintained — 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3,7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests, packaging. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

43Schwach · 4 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
4.3/40Lesbare Commit-Historie — 8 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,08
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — documentation/Makefile, src/Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — C (statisch typisiert)
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
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_languageja
bootstrap_filesdocumentation/Makefile, src/Makefile
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — C (statisch typisiert)
55/55Handhabbare Dateigrößen — 0/72 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageC
largest_source_bytes25.190
source_files_sampled72
oversized_source_files0

Eckdaten

182GitHub-Sterne
5Mitwirkende
16Commits, letzte 12 Monate
11Tage seit letztem Push
6Releases
1Bus-Faktor
37offene Issues
Paket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 15 ⇿
0Sterne
15Forks
5Releases

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.

03581013151522018-022021-122025-10
Major 0Minor 0Patch 1

Jeder Punkt umfasst 8 Tage.

OpenSSF Scorecard 3.7 / 10
3.7Gesamtwert

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 · 2026-08-02 07:15 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
k. A.CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Alle Abhängigkeiten 0

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 0 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
Abhängigkeits-Advisories nicht bewertet

Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies to assess

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 2278,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "C": 537907,
        "C++": 90631,
        "Perl": 21581,
        "Shell": 19227,
        "Python": 6397,
        "Makefile": 47845
      },
      "pushed_at": "2026-07-21T21:07:43Z",
      "created_at": "2018-02-26T15:28:54Z",
      "owner_type": "Organization",
      "updated_at": "2026-08-01T00:06:43Z",
      "description": "A genomic k-mer counter (and sequence utility) with nice features.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "master",
      "license_spdx_raw": null,
      "primary_language": "C",
      "significant_languages": [
        "C",
        "C++"
      ]
    },
    "owner": {
      "blog": null,
      "name": "MarBL",
      "type": "Organization",
      "login": "marbl",
      "company": null,
      "location": null,
      "followers": 245,
      "avatar_url": "https://avatars.githubusercontent.com/u/6492934?v=4",
      "created_at": "2014-01-24T15:40:15Z",
      "is_verified": null,
      "public_repos": 45,
      "account_age_days": 4572
    },
    "license": {
      "state": "custom",
      "spdx_id": null,
      "raw_spdx": null,
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": false
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.4.2",
          "kind": "patch",
          "published_at": "2026-07-21T20:57:21Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2023-09-25T16:32:32Z"
        },
        {
          "tag": "v1.4",
          "kind": "other",
          "published_at": "2023-01-20T16:30:04Z"
        },
        {
          "tag": "v1.3",
          "kind": "other",
          "published_at": "2021-04-13T19:16:30Z"
        },
        {
          "tag": "v1.2-maintenance",
          "kind": "other",
          "published_at": "2020-11-19T20:06:17Z"
        },
        {
          "tag": "v1.0",
          "kind": "other",
          "published_at": "2020-02-07T19:09:30Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "3b3866ca23001b6c1e5edcaa7ea8a465fb89a5e6",
          "body": null,
          "is_bot": false,
          "headline": "crumbles for next release",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T21:07:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "803cad1b205ca426c1d53d1f5a70d7630a504ccb",
          "body": null,
          "is_bot": false,
          "headline": "post-release: bump to snapshot 1.4.2",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T21:00:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed9a99e2b2cae588d84f15304322a0bb2127bdc3",
          "body": null,
          "is_bot": false,
          "headline": "release note v1.4.2",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T20:52:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbacc3d0fd26bcd4247dcaf5b7e70ffdf5f69831",
          "body": null,
          "is_bot": false,
          "headline": "workflow: intel mac, use gcc instead",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T17:54:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ccdcf9d7222efbfaac52525473761eccd6bb796",
          "body": null,
          "is_bot": false,
          "headline": "workflow: use macos-15-intel",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T17:09:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27e3b3d023bceb57a1462924f8326667cf4a4548",
          "body": null,
          "is_bot": false,
          "headline": "bugfix in workflow",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T16:18:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a9da40a6d000c88b592bc4bc014aa564e9ff045",
          "body": null,
          "is_bot": false,
          "headline": "fix versioning",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T16:07:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32efaed66c52d753fc0d3aad093ea017eedfc838",
          "body": null,
          "is_bot": false,
          "headline": "permission and version cleanup",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T05:33:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "280f7cd41f940955fedff59e2786d20e962f20ad",
          "body": null,
          "is_bot": false,
          "headline": "linux/arm64: switch to manylinux_2_28 for htscodecs HWCAP_ASIMD",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T04:36:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab3ba23597bee5cfd9b8b85b5d4507a92bc30bd2",
          "body": null,
          "is_bot": false,
          "headline": "workflow linux: add bzip2/zlib, prepare v1.4.2",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T04:27:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eaf1f480c3ccb7b3c89156eac2bbb12cb70a85cf",
          "body": null,
          "is_bot": false,
          "headline": "linux: add safe.directory + install openssl/curl/xz devel",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T04:20:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf2b3e04e2b10ffedd5eea533ef36e9bc7180588",
          "body": null,
          "is_bot": false,
          "headline": "linux: run manylinux2014 via docker so Node 24 works on host",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T03:23:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf1f1a454333435cfd055d7e9fd39e51174dec3c",
          "body": null,
          "is_bot": false,
          "headline": "bump actions to v5 for Node 24",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T03:10:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "011b151cf0c7970a8d14ec665a72faad1eed5a88",
          "body": null,
          "is_bot": false,
          "headline": "Add release workflow; bump version to 1.4.2-rc",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-21T02:52:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "291192d0e0ea4b7664caa490a5235bc2654074e4",
          "body": null,
          "is_bot": false,
          "headline": "add -gt",
          "author_name": "arangrhie",
          "author_login": "arangrhie",
          "committed_at": "2026-07-20T18:49:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8a81acf0ce43672a96e165e96af651ad46f9f19",
          "body": null,
          "is_bot": false,
          "headline": "update utility version",
          "author_name": "Sergey Koren",
          "author_login": "skoren",
          "committed_at": "2026-06-03T14:17:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51c21e297a5fec3f1c90b0d86abde23c5e2a8595",
          "body": null,
          "is_bot": false,
          "headline": "update meryl-utility",
          "author_name": "Sergey Koren",
          "author_login": "skoren",
          "committed_at": "2025-07-04T18:57:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38dc91383084f782f87f1304ad02da54d76b279b",
          "body": null,
          "is_bot": false,
          "headline": "Update meryl-utility",
          "author_name": "Sergey Koren",
          "author_login": "skoren",
          "committed_at": "2025-02-24T16:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4177a072142234045e261d43d4fdea68c1ba82e0",
          "body": null,
          "is_bot": false,
          "headline": "update meryl-utility",
          "author_name": "Sergey Koren",
          "author_login": "skoren",
          "committed_at": "2025-02-21T20:49:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "345c69a961f98411bc3797af5bffadb3a237e5f9",
          "body": null,
          "is_bot": false,
          "headline": "Update Makefile to statify MacOS release builds.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-11-05T16:07:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0fc802007ac206a79ab45e6dea52b152aefedf5a",
          "body": null,
          "is_bot": false,
          "headline": "Add new 'ploidy' report to meryl.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-11-05T15:49:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5987b4aa2b3d59178ee468939f207111bd1b7959",
          "body": null,
          "is_bot": false,
          "headline": "Add meryl1 ploidy operation.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-05-16T13:48:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "415d9eaf6e041cdf5ef373894a7f51512423fb48",
          "body": null,
          "is_bot": false,
          "headline": "Update utility to get new FASTQ-or-SAM heuristic.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-03-14T05:52:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38deb18ce503d59252cb1f1eb80a4d03a4f5faa7",
          "body": null,
          "is_bot": false,
          "headline": "Disable building of meryl2; so close, but still so far.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-03-14T05:52:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21c16c9a89b983146dcd8afc945772d39620e953",
          "body": null,
          "is_bot": false,
          "headline": "Add support for libcurl and s3 in htslib.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-03-14T05:52:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53ffcc9dce1712dce0d0dae0bbfc93790e3fb3f4",
          "body": null,
          "is_bot": false,
          "headline": "Update Makefile to use pkg-config to find libs.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-03-14T05:52:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "387bcf09d477d8d54c0fba705dc75ad7e52c0b2b",
          "body": null,
          "is_bot": false,
          "headline": "Update utility/ for bogus assert fix.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-03-06T17:57:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f76ddbfa29abbf2400d89aa658cdf12b6a3d8f53",
          "body": null,
          "is_bot": false,
          "headline": "Add SAM/BAM/CRAM support.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-03-05T14:58:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7bfd648200db39c8fbb0aface48f0aedd14c784",
          "body": "…ff custom targets in main.mk.",
          "is_bot": false,
          "headline": "Handle recursive make in submodules; version number in main.mk; one-o…",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-02-14T15:31:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08e6cc9cb42b5889d00b8299cdb949e93d057be1",
          "body": null,
          "is_bot": false,
          "headline": "Don't compare stack array against nullptr.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2024-01-23T15:45:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "588b0b09deca36cfea5d92fc2b4c92ee508143c2",
          "body": "…sue marbl/canu#2271.",
          "is_bot": false,
          "headline": "Increase strictness of thread memory ordering in merylCountArray.  Is…",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-11-29T20:33:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f28caf14613adf9740973edee40329ad6782af8a",
          "body": null,
          "is_bot": false,
          "headline": "Fix line continuations and probably escapes in general.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-10-19T17:56:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c859eaef505048072c1dd998cb84d18be0fda72e",
          "body": null,
          "is_bot": false,
          "headline": "Basic meryl2 functionality should work.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-10-19T17:07:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e45afaf3d8d858d62a70717debeee9372f43359",
          "body": "…ished.",
          "is_bot": false,
          "headline": "Huge progress using regexes for command line parsing, but still unfin…",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-10-17T15:38:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfa15d194bfcf590ad7c6e3a2123a4639aff5ebe",
          "body": null,
          "is_bot": false,
          "headline": "update to v1.4.1 release",
          "author_name": "Arang Rhie",
          "author_login": "arangrhie",
          "committed_at": "2023-09-25T17:54:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2e291954d452f3e1b2772cf35a902181b32b4b4",
          "body": null,
          "is_bot": false,
          "headline": "Aliases seem to work.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-31T03:17:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6fc6fc615fc9b8749d552e2f0fc4b0085a4b7cc3",
          "body": null,
          "is_bot": false,
          "headline": "Small pile of meryl2 bugs bashed.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-29T10:01:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19ce219f53ed3a958d6bcc1dfd68007db3a1cb80",
          "body": null,
          "is_bot": false,
          "headline": "Big pile of meryl2 changes.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-29T06:37:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd1924df5c84c0fe470cba75afe963d87dd58226",
          "body": null,
          "is_bot": false,
          "headline": "Big pile of meryl2 changes.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-18T12:24:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87ebfeb2d77622f2530d6e88b908dc30e5912ef8",
          "body": null,
          "is_bot": false,
          "headline": "Big pile of meryl2 changes.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-17T00:07:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e793b695c91fa7c6353b61b9130c50c5e6908b03",
          "body": null,
          "is_bot": false,
          "headline": "Big pile of meryl2 change.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-11T10:30:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "577ab7a8ca32c83f96e57a8f04a0926d727c8b53",
          "body": null,
          "is_bot": false,
          "headline": "Fix missing target dependencies.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-11T10:24:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8312804c07e3fd8277c72a59066d063c62ef2283",
          "body": null,
          "is_bot": false,
          "headline": "Update utility to get new time objects.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-02T23:47:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "291aed5cc5610f4a99e9005d0a853beddfe3fd94",
          "body": "…est.",
          "is_bot": false,
          "headline": "Add matchToken.H, matchTokenTest and actually build merylExactLookupT…",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-02T23:47:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46e60256c70cc80c3b231dbbdb6b6a92f0450e45",
          "body": null,
          "is_bot": false,
          "headline": "Update Makefile.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-08-02T23:37:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cf7c70b297df1cd3ac1599f536d6d4b810414f9",
          "body": null,
          "is_bot": false,
          "headline": "Don't 'rmdir ../build' if it doesn't exist.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-07-11T10:00:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c54c90d997c3ae549d152e3cd95ee7cf5443496c",
          "body": null,
          "is_bot": false,
          "headline": "Don't 'rmdir ../build' if it doesn't exist.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-07-11T09:58:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09b96046d1ce7ad508e805e5fc483d83c4954132",
          "body": null,
          "is_bot": false,
          "headline": "Require c++2a for gcc.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-07-11T09:58:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "228ee4369d4189f6abdb2d20822997770d6b87fa",
          "body": null,
          "is_bot": false,
          "headline": "Fix error in parsing label filters.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-06-27T19:32:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8384b0163379e35d59fdf51b335710799f4c9cf3",
          "body": null,
          "is_bot": false,
          "headline": "Fix 'clean' rmdir; add -pedantic; use -std=c++20 for gcc.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-06-27T19:32:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a632d94f2401b4ee6cc135d7fefdb90c3f3a06b8",
          "body": null,
          "is_bot": false,
          "headline": "Update utility.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-06-27T19:32:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbc129a12a785179597b55465446618cb05a36e7",
          "body": null,
          "is_bot": false,
          "headline": "Update branch name detection.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-06-27T19:32:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c155cc96126b6441583704287680231b6a895af",
          "body": null,
          "is_bot": false,
          "headline": "Use 'char const *' strchr() result.  PR #34.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-06-27T19:32:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f277ef84d27d8637bae521ca3689315665f95be7",
          "body": null,
          "is_bot": false,
          "headline": "Vastly cleanup/simplify/unify Makefile.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-06-27T19:32:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b78f6b4897e58be7b036844005804f64add988ca",
          "body": null,
          "is_bot": false,
          "headline": "update description to v1.4, add citation #33",
          "author_name": "Arang Rhie",
          "author_login": "arangrhie",
          "committed_at": "2023-05-25T02:24:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b9294d176fdca6a9793085ce5fdf037bbf60e59",
          "body": null,
          "is_bot": false,
          "headline": "Fix minor errors, remove 'legacy value filters' section.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-29T03:50:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0ad7231003537ec1b37efcb22ccb53f0640afa1",
          "body": null,
          "is_bot": false,
          "headline": "Add docs for the generalized label filter.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-29T02:54:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b5e496563a193d81e03976dc7054c3001b7a95b",
          "body": "…filters that haven't been fully worked out).",
          "is_bot": false,
          "headline": "Remove obsolete stuff, finish merging in new docs (except some label …",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-28T22:41:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3adfe9d7b9c7a6f211029bde61212fb4a04f6f23",
          "body": null,
          "is_bot": false,
          "headline": "Add lots of filters...but still not label filters.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-27T08:38:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a896becca715e10d29540787978a0516051db64b",
          "body": null,
          "is_bot": false,
          "headline": "Update utility/.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-23T23:10:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46ecdfb24c857474832a385f3d62916474c8ffa0",
          "body": null,
          "is_bot": false,
          "headline": "Remove bogus first# and selected# selector forms.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-23T23:10:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6afbb7f5700673831ce33fb49c5f8dd81bd08276",
          "body": null,
          "is_bot": false,
          "headline": "Allow output= and print= forms.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-23T23:09:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b1aa3637fe7495b5c5256fe0cdf89b455a42ae7",
          "body": null,
          "is_bot": false,
          "headline": "Fix -m and -t so they do something.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-23T23:08:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "faf88b077826e1f697e6bbf3c0d4914b8915bf4d",
          "body": null,
          "is_bot": false,
          "headline": "Incomplete/inconsistent work-in-progress on meryl2 docs.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-23T23:08:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ab9d917538830c57bd8eddedfdde5834a5945f9",
          "body": null,
          "is_bot": false,
          "headline": "Older meryl2 changes of unknown use.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-03-20T16:23:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4fa141813ff859512159296c91be5daf8a1380cb",
          "body": "…tor.  Issue marbl/merqury#98.",
          "is_bot": false,
          "headline": "Update utility/ to fix error allocating bitArray bits in the construc…",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-02-26T15:56:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3b85d3d7ecb74ff753897c6f1393bfd01f96f6e",
          "body": null,
          "is_bot": false,
          "headline": "Don't reset the 'compress' flag after each file.  Thanks, @maickrau!",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2023-02-21T05:05:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97d5923dd69ebc3efed67fc466c21ed8c5e6670b",
          "body": null,
          "is_bot": false,
          "headline": "Fix paths to libbacktrace.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-12-16T22:25:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69c839cf43b774916b9a004f8143a00d4f9aac86",
          "body": null,
          "is_bot": false,
          "headline": "Import meryl2 from a14394cb96d5879eebe81c786421586a63b47486.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-10-05T00:48:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7693160dcd3b8c849338ba7f5b6ea55c6f26d227",
          "body": null,
          "is_bot": false,
          "headline": "Update meryl-utility to remove kmers::v1 from inline namespace.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-10-05T00:47:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50ba446ea12afed42fc17ef2bf129dee9006c6ea",
          "body": null,
          "is_bot": false,
          "headline": "Update meryl-utility to inlcude kmers-v2.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-10-04T19:46:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f5cd3d9c52f6cf71368847ca68988bd8f913615",
          "body": null,
          "is_bot": false,
          "headline": "Update to namespace-aware meryl-utility.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-09-28T18:18:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d88ea50402d37da153d603a537e122bb72eda7d1",
          "body": null,
          "is_bot": false,
          "headline": "Fix counting queries-per-base.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-08-23T05:05:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bcdc3b648f92b245a93bc934de21696f1ea4b83",
          "body": null,
          "is_bot": false,
          "headline": "Add position-aware lookup driver.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-08-10T15:06:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edfd158177c9c23b112141bb57ecdc329817e23d",
          "body": "A buffer was allocated but not freed, which results in a\nmemory leak.",
          "is_bot": false,
          "headline": "Avoid memory leak during configuration.",
          "author_name": "Mathias Schmitt",
          "author_login": "mphschmitt",
          "committed_at": "2022-04-07T07:43:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b16772b3453f9e9bf7813a031ff857d28da67e65",
          "body": "Fix two typos in the help command output:\n\tdistnict -> distinct\n\tsubtracting -> substracting.",
          "is_bot": false,
          "headline": "Fix help typos.",
          "author_name": "Mathias Schmitt",
          "author_login": "mphschmitt",
          "committed_at": "2022-04-07T07:37:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6a39cf0794c6a4f8c2ec06e74af157dc53607bc",
          "body": null,
          "is_bot": false,
          "headline": "Update comment about makefile hack for canu support.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-01-12T16:26:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ef7da457c51522bd21cead281faaf2f00db47c2",
          "body": null,
          "is_bot": false,
          "headline": "Skip complex mode configuration for small kmer sizes.  Issue #26.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-01-11T14:39:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22106e738e2bd0a6fe299d36d16c7352a5433751",
          "body": null,
          "is_bot": false,
          "headline": "Disable debug info.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2022-01-11T14:34:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8f336f791b92c2a265e70bba9f995621b67d195",
          "body": null,
          "is_bot": false,
          "headline": "Add warning about memory estimates being too high.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-11-03T11:21:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51fad4b236a7e22450cd23d405d83921572f5a50",
          "body": "…same.",
          "is_bot": false,
          "headline": "Update utility/ to fix crash loading kmer tables and memory usage of …",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-11-03T07:01:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d45750d917fd469b5f950f1daf3c4d6d3fa44e3",
          "body": null,
          "is_bot": false,
          "headline": "Fix/simplify setting of thread limit.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-07-31T01:55:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "957a4232724bd849bff6565fbcd8854db850f3d3",
          "body": null,
          "is_bot": false,
          "headline": "Make -estimate work standalone (no output or report options needed).",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-06-24T23:28:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "616743dc414b6a025e9eea183b7d96b851ff6564",
          "body": null,
          "is_bot": false,
          "headline": "Add some (incomplete) documentation.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-05-17T23:01:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33233809026f85214d52612cf3f4f0d878f76e36",
          "body": null,
          "is_bot": false,
          "headline": "A simple greedy kmer assembler.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-05-17T21:11:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba4cc145309e52b894d305ac61f2e2208e321219",
          "body": null,
          "is_bot": false,
          "headline": "Update utility: big bug fix for wide kmer lookups.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-05-17T20:59:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24f25aadf2f539b7369ec929d2ae29740868c5c0",
          "body": null,
          "is_bot": false,
          "headline": "Add -bed-runs option.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-05-17T20:56:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a08212419bc4009947ce821d5957b4c88b4d803",
          "body": "… non-canonical databases.",
          "is_bot": false,
          "headline": "Fix glaring error in -wig-depth that would fail to find some kmers in…",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-05-17T20:56:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb77edecd61ee541a81f4f42ad9608b4ecbd5459",
          "body": null,
          "is_bot": false,
          "headline": "Be a bit better at showing where test failures occur.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-05-17T20:49:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "051057157b357fe0db1a71abd8f72f5634c32e1b",
          "body": null,
          "is_bot": false,
          "headline": "Fail to build the command if the mer size is set inconsistently.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-05-17T20:47:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14362b2904c920de3af3216b936457de2ccf5f48",
          "body": null,
          "is_bot": false,
          "headline": "Add accessors for merylOperation _maxMemory and _maxThreads.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-05-17T20:47:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61c7ffb51fc144ec9d9fa59bf69e5e8daaad3169",
          "body": null,
          "is_bot": false,
          "headline": "update description to v1.3",
          "author_name": "Arang Rhie",
          "author_login": "arangrhie",
          "committed_at": "2021-04-16T22:09:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "509eec125b966c5f7f1945b9d67d8c5933dd60ce",
          "body": null,
          "is_bot": false,
          "headline": "Add test script for meryl-lookup.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-04-16T13:50:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "006824c1cdfa7cf186cd1af947bab0da536562ad",
          "body": null,
          "is_bot": false,
          "headline": "Update utility/ and the new FASTA/FASTQ writers.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-04-16T13:49:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "885bc22ebe31d1d7c2a74f95327f4491cd67b6b9",
          "body": null,
          "is_bot": false,
          "headline": "Add missing statifyOSX.py.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-04-13T19:18:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "054653c6a8a4a0b76e66e710a43ca283aef51582",
          "body": null,
          "is_bot": false,
          "headline": "Add help text for 'compress' option.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-04-13T17:20:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7befeed4c7df3882efbf1289a1c0c6bbd65c59e7",
          "body": null,
          "is_bot": false,
          "headline": "Bump version number to 1.3.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-04-13T16:51:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5a127b6f5fd1d3567ee27b823509e28d1263bf3",
          "body": null,
          "is_bot": false,
          "headline": "Update utility; fix for tiny kmer tables.",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-04-12T21:28:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe611e3a265625cefc1a7d6453b29fa98b4b03b2",
          "body": "…ding kmer databases differently than compute threads.",
          "is_bot": false,
          "headline": "Add (secret) option -loadthreads to set the number of threads for loa…",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-04-12T21:28:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e65479e901d36510b40da8a40ded84389eedf650",
          "body": "…aster.",
          "is_bot": false,
          "headline": "Implement supposedly faster method for -wig-depth, but it isn't any f…",
          "author_name": "Brian P. Walenz",
          "author_login": "brianwalenz",
          "committed_at": "2021-04-12T21:23:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 6,
      "commits_last_year": 16,
      "latest_release_at": "2026-07-21T20:57:21Z",
      "latest_release_tag": "v1.4.2",
      "releases_from_tags": false,
      "days_since_last_push": 11,
      "active_weeks_last_year": 2,
      "days_since_latest_release": 11,
      "mean_days_between_releases": 471.2
    },
    "community": {
      "has_readme": true,
      "has_license": false,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 25,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 15,
      "stars": 182,
      "watchers": 9,
      "fork_history": {
        "days": [
          {
            "date": "2018-02-26",
            "count": 1
          },
          {
            "date": "2018-03-01",
            "count": 1
          },
          {
            "date": "2019-06-12",
            "count": 1
          },
          {
            "date": "2020-04-07",
            "count": 1
          },
          {
            "date": "2020-09-28",
            "count": 1
          },
          {
            "date": "2021-04-14",
            "count": 1
          },
          {
            "date": "2022-04-06",
            "count": 1
          },
          {
            "date": "2023-03-24",
            "count": 1
          },
          {
            "date": "2023-05-28",
            "count": 1
          },
          {
            "date": "2023-10-19",
            "count": 1
          },
          {
            "date": "2024-04-11",
            "count": 1
          },
          {
            "date": "2024-09-20",
            "count": 1
          },
          {
            "date": "2024-11-20",
            "count": 1
          },
          {
            "date": "2025-09-23",
            "count": 1
          },
          {
            "date": "2025-10-27",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 15,
        "total_forks": 15
      },
      "star_history": null,
      "open_issues_and_prs": 37
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "documentation/Makefile",
        "src/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 25190,
      "source_files_sampled": 72,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [],
      "advisories": {
        "error": "No resolved dependencies to assess",
        "scope": "repository_graph",
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [],
      "dependencies": [],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [],
        "collected": true,
        "truncated": false,
        "total_count": 0,
        "direct_count": 0,
        "indirect_count": 0
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 3,
        "open_issues": 37,
        "closed_ratio": 0.302,
        "closed_issues": 16,
        "closed_unmerged_prs": 1
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "brianwalenz",
          "commits": 929,
          "avatar_url": "https://avatars.githubusercontent.com/u/8249720?v=4"
        },
        {
          "type": "User",
          "login": "arangrhie",
          "commits": 71,
          "avatar_url": "https://avatars.githubusercontent.com/u/12814549?v=4"
        },
        {
          "type": "User",
          "login": "skoren",
          "commits": 15,
          "avatar_url": "https://avatars.githubusercontent.com/u/923478?v=4"
        },
        {
          "type": "User",
          "login": "snurk",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/988777?v=4"
        },
        {
          "type": "User",
          "login": "mphschmitt",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/36666080?v=4"
        }
      ],
      "contributors_sampled": 5,
      "top_contributor_share": 0.911
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "release.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 9,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "3b3866ca23001b6c1e5edcaa7ea8a465fb89a5e6",
        "ran_at": "2026-08-02T07:15:55Z",
        "aggregate_score": 3.7,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": "2022-04-07T07:43:50Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": [
        {
          "number": 1,
          "created_at": "2018-06-29T06:27:03Z",
          "last_comment_at": "2018-06-29T11:34:23Z",
          "last_comment_author": "brianwalenz"
        },
        {
          "number": 3,
          "created_at": "2019-02-22T12:44:16Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 6,
          "created_at": "2019-10-16T19:50:01Z",
          "last_comment_at": "2019-10-16T20:46:16Z",
          "last_comment_author": "arangrhie"
        },
        {
          "number": 8,
          "created_at": "2019-12-03T02:06:28Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 9,
          "created_at": "2019-12-21T17:30:27Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 10,
          "created_at": "2020-02-18T15:47:51Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 11,
          "created_at": "2020-02-18T15:54:47Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 12,
          "created_at": "2020-02-21T19:16:23Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 13,
          "created_at": "2020-02-21T19:16:52Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 14,
          "created_at": "2020-02-24T16:37:10Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 17,
          "created_at": "2020-09-10T02:36:21Z",
          "last_comment_at": "2021-04-27T05:08:41Z",
          "last_comment_author": "hlxie"
        },
        {
          "number": 18,
          "created_at": "2021-02-20T01:45:54Z",
          "last_comment_at": "2021-02-20T02:26:20Z",
          "last_comment_author": "arangrhie"
        },
        {
          "number": 20,
          "created_at": "2021-04-29T22:36:32Z",
          "last_comment_at": "2024-12-06T17:05:07Z",
          "last_comment_author": "dgordon562"
        },
        {
          "number": 21,
          "created_at": "2021-05-01T07:35:15Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 22,
          "created_at": "2021-05-07T00:33:14Z",
          "last_comment_at": "2021-06-06T22:07:02Z",
          "last_comment_author": "arangrhie"
        },
        {
          "number": 24,
          "created_at": "2021-07-15T14:57:44Z",
          "last_comment_at": "2021-07-16T07:05:55Z",
          "last_comment_author": "aureliendejode"
        },
        {
          "number": 25,
          "created_at": "2021-08-15T04:05:32Z",
          "last_comment_at": "2021-08-15T13:51:11Z",
          "last_comment_author": "brianwalenz"
        },
        {
          "number": 29,
          "created_at": "2023-01-17T15:26:05Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 30,
          "created_at": "2023-01-17T17:04:35Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 31,
          "created_at": "2023-02-20T10:50:46Z",
          "last_comment_at": "2023-02-21T05:11:50Z",
          "last_comment_author": "brianwalenz"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/marbl/meryl",
    "host": "github.com",
    "name": "meryl",
    "owner": "marbl"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": "The weighted overall 51 is calibrated to 51 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 51,
            "calibrated": 51,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 51,
      "inputs": {
        "security": 37,
        "vitality": 58,
        "community": 48,
        "governance": 44,
        "calibration": "2026-08-02",
        "engineering": 66,
        "ai_readiness": 43,
        "weighted_overall_raw": 51
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 58,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "commits_last_year": 16,
              "human_commit_share": 1,
              "days_since_last_push": 11,
              "active_weeks_last_year": 2
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 11 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 11
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "2/52 weeks with commits",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 2
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "16 commits in the last year",
                "points": 11.1,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 16
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "releases_count": 6,
              "latest_release_tag": "v1.4.2",
              "releases_from_tags": false,
              "days_since_latest_release": 11,
              "mean_days_between_releases": 471.2
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "6 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 11 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 11
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~471.2 days",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 471.2
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 12,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 12 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 12
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "weak",
        "name": "Community & Adoption",
        "value": 48,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "forks": 15,
              "stars": 182,
              "watchers": 9,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "182 stars",
                "points": 36.6,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 182
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "15 forks",
                "points": 9.6,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "9 watchers",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "weak",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 44,
            "inputs": {
              "has_readme": true,
              "has_license": false,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file present, not a recognized license",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "license_custom",
                    "params": {}
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "weak",
        "name": "Sustainability & Governance",
        "value": 44,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 5,
              "top_contributor_share": 0.911
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 91% of commits",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 91
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "5 contributors",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "weak",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 40,
            "inputs": {
              "merged_prs": 3,
              "open_issues": 37,
              "closed_issues": 16,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.302,
              "closed_unmerged_prs": 1,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "30% of issues closed",
                "points": 12.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 30
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "3/4 decided PRs merged",
                "points": 22.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 3,
                      "decided": 4
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "followers": 245,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "marbl",
              "public_repos": 45,
              "account_age_days": 4572
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "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": "245 followers of marbl",
                "points": 17.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 245,
                      "login": "marbl"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "45 public repos, account ~12 yr old",
                "points": 24.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 45
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 66,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "weak",
        "name": "Security",
        "value": 37,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 37,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.7
            },
            "components": [
              {
                "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,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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 detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "16 commit(s) and 0 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "no SAST tool detected",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 2
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 43,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 4,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.08,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "8 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 4.3,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 8,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "documentation/Makefile",
                "src/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "documentation/Makefile, src/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "documentation/Makefile, src/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "C",
              "largest_source_bytes": 25190,
              "source_files_sampled": 72,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/72 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 72,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [],
      "scores": {},
      "primary": null,
      "evidence": [],
      "artifacts": [],
      "confidence": "none",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": false
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-02T07:16:02.070916Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/marbl/meryl.svg",
  "full_name": "marbl/meryl",
  "license_state": "custom",
  "license_spdx": null
}

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 v2.3.1, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken.