Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-24 12:53 UTC

heskew / harper-fabric-embeddings

TypeScript · JavaScriptMIT★ 1 Stern⑂ 1 Forkseit Feb. 2026Auf GitHub ansehen ↗

heskew/harper-fabric-embeddings erreicht einen Gesundheitsindex von 61 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (80/100) ab, am schwächsten bei Community & Adoption (34/100). Zuletzt vor 5 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

61
gesamt / 100
Mittel

Software-Gesundheitsindex

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

61
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

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

Eigentümerschaft

Nathan HeskewPersönliches Konto
42 Follower49 öffentliche Reposseit Sept. 2009Harper

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
npmharper-fabric-embeddings0.5.09.14712vor 5 Tagenllamaembeddingsharperfabricvector

Metriken nach Kategorie

Vitalität

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

80Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 5 Tagen
4.8/36Commit-Rhythmus — 7/52 Wochen mit Commits
14.8/18Commit-Volumen — 44 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 20 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year44
human_commit_share1
days_since_last_push5
active_weeks_last_year7

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 2 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 5 Tagen
27/27Release-Rhythmus — ein Release etwa alle 0,1 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count2
latest_release_tagv0.5.0
releases_from_tagsnein
days_since_latest_release5
mean_days_between_releases0,1
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

34Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
0/60Stars — 1 Stars
0/25Forks — 1 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks1
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein
Wie die Bewertung erfolgt
52.8/80Downloads pro Monat — 9.147 Downloads/Monat über npm
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesharper-fabric-embeddings
dependents
ecosystemsnpm
total_downloads
monthly_downloads9.147
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

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

64Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
3.6/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 84 % der Commits
2.7/13.5Breite der Beitragenden — 2 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Verwendete Eingangsdaten
bus_factor1
contributors_sampled2
top_contributor_share0,841
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
38.2/38.3PR-Annahme — 10/10 entschiedene PRs gemergt
1.5/15OpenSSF Scorecard: Code-Review — Found 2/14 approved changesets -- score normalized to 1
Verwendete Eingangsdaten
merged_prs10
open_issues0
closed_issues7
issue_closed_ratio1
closed_unmerged_prs0
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
11.7/25Reichweite des Inhabers — 42 Follower von heskew
24.4/25Kontohistorie — 49 öffentliche Repos, Kontoalter ca. 16 Jahre
Verwendete Eingangsdaten
followers42
owner_typeUser
is_verified
owner_loginheskew
public_repos49
account_age_days6.142
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf npm
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 5 Tagen
20/20Versionshistorie — 12 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesharper-fabric-embeddings
ecosystemsnpm
any_deprecatednein
min_days_since_publish5

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

57Mittel · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 2 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

40Gefährdet
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
0/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepage
has_readmeja
has_docs_dirnein
has_descriptionnein

Sicherheit

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

65Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 10 out of 10 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 2/14 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 20 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
3/7.5Vulnerabilities — 6 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages7
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von npm:harper-fabric-embeddings@0.5.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 7 Paketen. Erreichbarkeit wird nicht analysiert.

AI Readiness

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

73Gut · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
31.5/40Lesbare Commit-Historie — 26 von 44 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,591
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes8.605
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — tsconfig.json
10/10Reproduzierbare Umgebung — lockfile
10/10Belegte Agentenpraxis — 15 der letzten 44 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json
has_dockerfilenein
typed_languageja
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configstsconfig.json
agent_commit_share0,341
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — TypeScript (statisch typisiert)
55/55Handhabbare Dateigrößen — 0/7 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageTypeScript
largest_source_bytes42.843
source_files_sampled7
oversized_source_files0

Eckdaten

1GitHub-Sterne
2Mitwirkende
44Commits, letzte 12 Monate
5Tage seit letztem Push
2Releases
1Bus-Faktor
0offene Issues
npmPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Weitere Details

OpenSSF Scorecard 5.6 / 10
5.6Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-24 12:52 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests10 out of 10 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 2/14 approved changesets -- score normalized to 1
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained20 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
4Vulnerabilities6 existing vulnerabilities detected
Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Abhängigkeits-Advisories 0

Die Installation von npm:harper-fabric-embeddings@0.5.0 zieht 7 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 133,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "JavaScript": 47483,
        "TypeScript": 57277
      },
      "pushed_at": "2026-07-19T00:23:34Z",
      "created_at": "2026-02-27T09:20:56Z",
      "owner_type": "User",
      "updated_at": "2026-07-19T00:23:36Z",
      "description": null,
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "TypeScript",
      "significant_languages": [
        "TypeScript",
        "JavaScript"
      ]
    },
    "owner": {
      "blog": "heskew.dev",
      "name": "Nathan Heskew",
      "type": "User",
      "login": "heskew",
      "company": "Harper",
      "location": "Greater Seattle area",
      "followers": 42,
      "avatar_url": "https://avatars.githubusercontent.com/u/132403?v=4",
      "created_at": "2009-09-28T20:52:49Z",
      "is_verified": null,
      "public_repos": 49,
      "account_age_days": 6142
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2026-07-19T00:07:27Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-07-18T22:23:56Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "684f0bc075ea00b7dc30746e9a0e88f2b55890f4",
          "body": "docs: vector-reproducibility boundaries",
          "is_bot": false,
          "headline": "Merge pull request #17 from heskew/docs/vector-reproducibility",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-19T00:23:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87d2426d7a82247b5a455d6ee1b5d136d86306cd",
          "body": "Vectors are bit-stable only within a fixed model file + platform binary +\nthreads + batchSize; cross-environment drift is f32-epsilon scale and\nexpected. Spells out the stamp-on-metadata consequence so downstream\nre-embed detection doesn't misread epsilon drift as a version change\n(the #10 misattribution).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: vector-reproducibility boundaries (#16)",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-19T00:13:15Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "910136c4d4433503f22d743768b0ab503f2eb551",
          "body": "0.5.0",
          "is_bot": false,
          "headline": "Merge pull request #15 from heskew/release/0.5.0",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-19T00:02:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3eb13abd911d4fbac2853399785c7b6b9c4fdc26",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "0.5.0",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-19T00:01:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "fe71ee3b42cda89625e99c9f6d17f56d7dfede18",
          "body": "feat(engine): pooling verification against GGUF metadata",
          "is_bot": false,
          "headline": "Merge pull request #13 from heskew/feat/pooling-verification",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-19T00:01:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81a0fb00515b6c7ba0e1f2e7a20544e89374e5fe",
          "body": "fix(engine): resident addon binding — repeated construct/dispose no longer aborts on Metal",
          "is_bot": false,
          "headline": "Merge pull request #14 from heskew/fix/metal-backend-reregistration",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-19T00:01:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "491c619f754f0c18a0d76ee361f495e7828818cc",
          "body": "…onger aborts on Metal (#9)\n\nReproduced on macOS/Metal with nomic-embed-text: seven construct/\nembed/dispose cycles succeed, the eighth aborts in\nggml_backend_sched_new (GGML_ASSERT n_backends <= GGML_SCHED_MAX_BACKENDS).\n\nMechanism: dlopen dedups by path, so after the refcounted registry's\nteardown\n[…]\ntill\nfree their own model + context on dispose (the actual memory); a failed\nload is still evicted for retry. Verified 14 cycles clean post-fix.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(engine): resident addon binding — repeated construct/dispose no l…",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-18T23:25:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cc5d023f276c67ee6ceb10809cb9272bd4c0da4a",
          "body": "The addon (3.18.1) accepts no pooling option — confirmed against the\nbinary's option-key strings — so pooling cannot be overridden, only\ninherited from the model's <arch>.pooling_type metadata. A metadata-less\nthird-party conversion silently falls back to an arch default that may\nmean-pool a last-to\n[…]\nnames.\nTypo'd values reject at construction (registration time). Wired through\ninit(), handleApplication config, and the models-backend factory.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(engine): pooling verification against GGUF metadata (#12)",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-18T23:22:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "735208645074da731699412cec3c5270635dedea",
          "body": "Trusted publisher on npm is stage-only: CI stages the version, a\nmaintainer approves with 2FA on npmjs.com. Drops the unused NPM_TOKEN.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "switch publish workflow to OIDC stage publish; normalize repository.url",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-18T22:32:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "39f1d7cbf48347e99e0b3a0b9b5288d398dbe105",
          "body": "fix(engine): clear KV cache between embeds — second embed on one instance no longer aborts",
          "is_bot": false,
          "headline": "Merge pull request #11 from heskew/fix/kv-cache-between-embeds",
          "author_name": "tps-flint",
          "author_login": "tps-flint",
          "committed_at": "2026-07-18T05:02:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "556f689cc85d700a34fa77c667fcd5d60048dd69",
          "body": "…tance no longer aborts\n\n#embedOne always decoded at seq=0/pos=0 without evicting the previous\ndecode's KV-cache cells first. A second embed on the same EmbeddingEngine\ninstance then hit llama.cpp's inconsistent-sequence-position check and\nhard-aborted the host process instead of throwing.\n\nExtract \n[…]\nstoring it passes. Single-embed vectors are byte-identical before/after\nthe change (verified directly, not just via test assertions).\n\nCloses #8\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(engine): clear KV cache between embeds — second decode on one ins…",
          "author_name": "Flint",
          "author_login": "tps-flint",
          "committed_at": "2026-07-15T03:05:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4a1866c7f7c6fd66f77ef1d3e768ce6b105c0355",
          "body": "Per-model prompt templates as registry data",
          "is_bot": false,
          "headline": "Merge pull request #6 from heskew/feat/prompt-templates",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-14T21:20:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c544e4f4b47f6a69c6626b4386e6b15f4640f159",
          "body": "… reject typo'd template keys\n\n- resolveEngineTemplates extracted + exported: unit tests pin the\n  modelName-only (production) resolution, the modelPath legacy-fallback\n  branch, and explicit-templates precedence; renderTemplate gets\n  byte-equality assertions against the exact legacy nomic strings\n\n[…]\ny validated fine and silently fell back to\n  unprefixed embeds at query time.\n- drop the dead null check after '??' in the defaults shape guard.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "address consumer review: cover the registry-template production path,…",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-14T21:12:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b17dca617ed1a4d59057f529f9d7bf7e91c8c6d9",
          "body": "Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "merge main (HF_TOKEN download fix) into feat/prompt-templates",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-14T19:38:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7eaa1e50fbcd11d7b307aa7fb3c5275a5572243c",
          "body": "Send HF_TOKEN on model downloads; hint on anonymous 403",
          "is_bot": false,
          "headline": "Merge pull request #7 from heskew/fix/hf-token-download",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-14T19:37:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4223ff027b0a81ba560498453d620aae4930ca70",
          "body": "HuggingFace now rejects anonymous large-file (CDN) downloads with 403 in\nsome environments — verified across orgs and networks, and it broke both\nCI and any deployment relying on the auto-download path. downloadModel\nsends 'Authorization: Bearer' from HF_TOKEN (or HUGGING_FACE_HUB_TOKEN)\nwhen set; u\n[…]\ngned-URL host. A 403 without a token\nnow says what to do. CI's integration job passes the HF_TOKEN secret\nthrough (omitted cleanly while unset).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "send HF_TOKEN on model downloads; hint on anonymous 403",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-13T23:04:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a2354ac698b77ff7e725dc55e7c9df5b17182d80",
          "body": "- templates: {document?, query?, defaults?} declared on registry entries,\n  EngineOptions, or backend config — replaces detecting conventions by\n  model-name regex in code. nomic entries now carry their prefixes as\n  templates; the name-regex remains only as a fallback for template-less\n  modelPath \n[…]\nontract\n  keeping pre-template vectors byte-comparable, now also robust to\n  arbitrary runtime inputType values through the untyped facade path.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "per-model prompt templates as registry data (#4)",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-13T22:57:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8737dced4175d3ed72ed343b72ec590c3432e56a",
          "body": "Harper models backend: register factory, per-registration engines, nomic task prefixes",
          "is_bot": false,
          "headline": "Merge pull request #3 from heskew/feat/harper-models-backend",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-10T22:30:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "549124d34e424c404a0b9d4a77d3c8e77424ecf0",
          "body": "…nload locks, coerce numeric config\n\n- dispose() now drains the in-flight embed queue before native teardown —\n  disposing the llama.cpp context under an executing decodeBatch is a\n  use-after-free that can kill the host (reachable via handleApplication\n  config hot-reload). Embeds accepted pre-disp\n[…]\nlidation at registration.\n- README: document no-prefix default for omitted inputType and how to\n  read dimensionality through the models facade.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "address cross-model review: drain queue on dispose, reclaim stale dow…",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-10T21:57:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4b9fb6c61012b3b58c8878a2c0cbc1c38c7d64af",
          "body": "…ion engines\n\n- register({logicalName, kind, config}) — invoked by Harper's models\n  bootstrap for 'backend: harper-fabric-embeddings' config entries;\n  registers via the global models.registerBackend/defineBackend API.\n  Fast boot: model load/download starts in the background and the first\n  embed \n[…]\n\n- raw init/embed/embedBatch/dimensions/dispose API and handleApplication\n  are unchanged in behavior (now thin wrappers over a default engine).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "add Harper models-backend register factory; refactor to per-registrat…",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-07-10T16:02:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "47cb77630567cdd53468b9567257cc3a80e1020d",
          "body": null,
          "is_bot": false,
          "headline": "0.2.3",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-04-20T21:35:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bc16463bb001f1bc6fb94be8d7d8205f0518c6d3",
          "body": "widen optionalDependencies to cover all @node-llama-cpp platforms",
          "is_bot": false,
          "headline": "Merge pull request #2 from tps-flint/feat/widen-platform-optional-deps",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-04-20T21:31:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9f82167d9df5a2873f33317fcb79fcaa5b39fcf",
          "body": "Before: only `@node-llama-cpp/linux-x64` was declared optional, so `npm install`\non a mac/windows/linux-arm dev machine got no native binary and the module\nerrored at init with \"No llama-addon.node binary found.\" Downstream consumers\n(e.g. Flair) had to paper over this by declaring their own per-pla\n[…]\neven @node-llama-cpp targets.\n\nBumps the pinned @node-llama-cpp platform version from 3.17.1 -> 3.18.1 along\nthe way (3.18.1 was already published and all sibling platform packages ship\nin lock-step).",
          "is_bot": false,
          "headline": "widen optionalDependencies to cover all @node-llama-cpp platforms",
          "author_name": "Flint",
          "author_login": "tps-flint",
          "committed_at": "2026-04-20T21:18:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4fcc9c389c7620015f30a7fbdf2ddd6cb4e33963",
          "body": "default batchSize to contextSize to avoid encoder n_ubatch abort",
          "is_bot": false,
          "headline": "Merge pull request #1 from tps-flint/fix/n-ubatch-default-contextsize",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-04-20T21:17:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b93760dc60443612826f95a935d175a70b53f686",
          "body": "No behavior change — applies the repo's existing prettier config to src/index.ts and CLAUDE.md so CI format:check is green.",
          "is_bot": false,
          "headline": "style: run prettier on changed files",
          "author_name": "Flint",
          "author_login": "tps-flint",
          "committed_at": "2026-04-20T21:15:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d1968663e7ce753fb6e38f70540e93df75fa912",
          "body": "Flagged by oxlint --deny-warnings after the PR CI added the lint gate.",
          "is_bot": false,
          "headline": "lint: drop unused existsSync import in test file",
          "author_name": "Flint",
          "author_login": "tps-flint",
          "committed_at": "2026-04-20T21:06:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5a1fef48c0ff1b111f0a05ef2d4a64a17aec025",
          "body": "…effect\n\nHarper's scope.options is an OptionsWatcher (EventEmitter subclass), not a\nplain object — config values live behind .get([key]) / .getAll(), never as\ndirect properties. Reading scope.options.modelName etc. silently returns\nundefined for every config.yaml override, so every deployment was ru\n[…]\n\nSwitch to scope.options.getAll() with a fallback to direct property access\nso the existing unit tests (which pass plain objects) keep working.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "read config via scope.options.getAll() so config.yaml overrides take …",
          "author_name": "Flint",
          "author_login": "tps-flint",
          "committed_at": "2026-04-20T21:06:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e64c0319772dae584295f1fd31912d8816ccaf07",
          "body": "In node-llama-cpp, the AddonContext `batchSize` option sets both\n`n_batch` and `n_ubatch` on the llama.cpp context. llama.cpp's encoder\nasserts `n_ubatch >= n_tokens` per input; any input above the 512-token\ndefault triggered GGML_ASSERT → ggml_abort, killing the host process.\n\nDefault batchSize to \n[…]\ntests cover both paths (long input with default batchSize,\nand explicit batchSize=64 with an oversized input to exercise the\ntruncation guard).\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "default batchSize to contextSize to avoid encoder n_ubatch abort",
          "author_name": "Flint",
          "author_login": "tps-flint",
          "committed_at": "2026-04-20T21:06:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6f0a811019e5caaf9e183eb6b8999b0e15178716",
          "body": null,
          "is_bot": false,
          "headline": "0.2.2",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-23T08:05:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9564da7959884069096c4331186fa52ec5f1dda2",
          "body": null,
          "is_bot": false,
          "headline": "await init on start and play well in a multi-thread env",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-23T08:04:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ba3693b3a377106273c60dc8123e4e7af3b6f505",
          "body": null,
          "is_bot": false,
          "headline": "0.2.1",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-17T19:40:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4d72a6891dd42161889b2d5c51180a03104e9b6",
          "body": null,
          "is_bot": false,
          "headline": "default exports",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-17T19:39:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4afe6aaada4da1272873bb5118699a6d4520c9e",
          "body": null,
          "is_bot": false,
          "headline": "0.2.0",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-17T18:58:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2d2df7019ec454cc629a403bf9577e04cb8b045",
          "body": null,
          "is_bot": false,
          "headline": "embedding as a component",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-17T18:55:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "344a7e64f1c0cf16894622a9140a075327919bd8",
          "body": null,
          "is_bot": false,
          "headline": "0.1.4",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-12T10:39:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d8c23d5b9f1ae0703f4e8d5f5bdddf415c520cd",
          "body": null,
          "is_bot": false,
          "headline": "additional search path",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-12T10:38:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a9fe4a568be11a33df63c5248fb21702376eccd",
          "body": null,
          "is_bot": false,
          "headline": "0.1.3",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-12T10:28:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "054f3ffdbae89e2e71a69b1917e0fbf5b2827030",
          "body": null,
          "is_bot": false,
          "headline": "binary loader debug logging",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-12T10:28:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bdfa6bbc3512c8d33e8ce38a1684e1306b2f4de3",
          "body": null,
          "is_bot": false,
          "headline": "0.1.2",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-11T12:55:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a02248caf1f6b9cd9004d91454a6dced3d5788e3",
          "body": null,
          "is_bot": false,
          "headline": "0.1.1",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-11T12:54:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62256bd386d8f916080a9e30b383c33dd757e055",
          "body": null,
          "is_bot": false,
          "headline": "use embed queue and dlopen",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-11T12:53:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2ac020cfaee8af8ce0f976576cc63451573f7e3",
          "body": null,
          "is_bot": false,
          "headline": "gh action version updates",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-01T16:45:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "597a6a1edd8b5eafd0b5749c263bb4261658136f",
          "body": null,
          "is_bot": false,
          "headline": "init",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-03-01T16:17:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61a9e9e6739b41a87df8e4be2265f3c8d78b657e",
          "body": "Minimal llama.cpp embedding wrapper for Harper Fabric containers.\nCopied from fabric-llama-embeddings, renamed to harper-fabric-embeddings.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Initial scaffolding",
          "author_name": "Nathan Heskew",
          "author_login": "heskew",
          "committed_at": "2026-02-27T09:46:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        }
      ],
      "releases_count": 2,
      "commits_last_year": 44,
      "latest_release_at": "2026-07-19T00:07:27Z",
      "latest_release_tag": "v0.5.0",
      "releases_from_tags": false,
      "days_since_last_push": 5,
      "active_weeks_last_year": 7,
      "days_since_latest_release": 5,
      "mean_days_between_releases": 0.1
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": false,
      "has_contributing": false,
      "health_percentage": 28,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "harper-fabric-embeddings",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "llama",
            "embeddings",
            "harper",
            "fabric",
            "vector"
          ],
          "ecosystem": "npm",
          "matches_repo": true,
          "registry_url": "https://www.npmjs.com/package/harper-fabric-embeddings",
          "is_deprecated": false,
          "latest_version": "0.5.0",
          "repository_url": "https://github.com/heskew/harper-fabric-embeddings",
          "versions_count": 12,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": 1,
          "monthly_downloads": 9147,
          "first_published_at": "2026-03-01T16:18:13.181000Z",
          "latest_published_at": "2026-07-19T00:13:00.212000Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 5
        }
      ]
    },
    "popularity": {
      "forks": 1,
      "stars": 1,
      "watchers": 0,
      "fork_history": {
        "days": [
          {
            "date": "2026-04-20",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 1,
        "total_forks": 1
      },
      "star_history": null,
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "tsconfig.json"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 42843,
      "source_files_sampled": 7,
      "oversized_source_files": 0,
      "agent_instruction_files": [
        "CLAUDE.md"
      ],
      "agent_instruction_max_bytes": 8605
    },
    "dependencies": {
      "manifests": [
        "package.json"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 7,
        "malicious_count": 0,
        "assessed_package": "npm:harper-fabric-embeddings@0.5.0",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "npm"
      ],
      "dependencies": [],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 10,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 7,
        "closed_unmerged_prs": 0
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "heskew",
          "commits": 37,
          "avatar_url": "https://avatars.githubusercontent.com/u/132403?v=4"
        },
        {
          "type": "User",
          "login": "tps-flint",
          "commits": 7,
          "avatar_url": "https://avatars.githubusercontent.com/u/263629284?v=4"
        }
      ],
      "contributors_sampled": 2,
      "top_contributor_share": 0.841
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "checks.yml",
        "npm-publish.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "package-lock.json"
      ],
      "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": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "10 out of 10 merged PRs checked by a CI test -- score normalized to 10",
            "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": 1,
            "reason": "Found 2/14 approved changesets -- score normalized to 1",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 3 contributing companies or organizations -- score normalized to 10",
            "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": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "20 commit(s) and 7 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": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 8,
            "reason": "dependency not pinned by hash detected -- score normalized to 8",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "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": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 9,
            "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": 4,
            "reason": "6 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "684f0bc075ea00b7dc30746e9a0e88f2b55890f4",
        "ran_at": "2026-07-24T12:52:56Z",
        "aggregate_score": 5.6,
        "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": "2026-07-19T00:24:05Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-19T00:23:33Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/heskew/harper-fabric-embeddings",
    "host": "github.com",
    "name": "harper-fabric-embeddings",
    "owner": "heskew"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 61,
      "inputs": {
        "security": 65,
        "vitality": 80,
        "community": 34,
        "governance": 64,
        "engineering": 57
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 80,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "commits_last_year": 44,
              "human_commit_share": 1,
              "days_since_last_push": 5,
              "active_weeks_last_year": 7
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "7/52 weeks with commits",
                "points": 4.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 7
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "44 commits in the last year",
                "points": 14.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 44
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "20 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 2,
              "latest_release_tag": "v0.5.0",
              "releases_from_tags": false,
              "days_since_latest_release": 5,
              "mean_days_between_releases": 0.1
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "2 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 5 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.1 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.1
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 34,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 1,
              "stars": 1,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "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": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "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
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "packages": [
                "harper-fabric-embeddings"
              ],
              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 9147
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "9,147 downloads/month across npm",
                "points": 52.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 9147,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 64,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 2,
              "top_contributor_share": 0.841
            },
            "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 84% of commits",
                "points": 3.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 84
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "2 contributors",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "merged_prs": 10,
              "open_issues": 0,
              "closed_issues": 7,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "10/10 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 10,
                      "decided": 10
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/14 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 58,
            "inputs": {
              "followers": 42,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "heskew",
              "public_repos": 49,
              "account_age_days": 6142
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "42 followers of heskew",
                "points": 11.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 42,
                      "login": "heskew"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "49 public repos, account ~16 yr old",
                "points": 24.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 49
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 16
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "harper-fabric-embeddings"
              ],
              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "12 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 57,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "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": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": "10 out of 10 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": 0,
                "status": "missed",
                "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": "moderate",
        "name": "Security",
        "value": 65,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.6
            },
            "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 is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "10 out of 10 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 2/14 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "20 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "6 existing vulnerabilities detected",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:harper-fabric-embeddings@0.5.0 runtime dependency closure — what installing the published package pulls in — 7 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:harper-fabric-embeddings@0.5.0",
                  "assessed": 7
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 7,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 7,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 73,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.591,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 8605
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "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": "26 of 44 human commits state their intent (structured subject or explanatory body)",
                "points": 31.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 26,
                      "sampled": 44
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "tsconfig.json"
              ],
              "agent_commit_share": 0.341,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "15 of the last 44 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 15,
                      "sampled": 44
                    }
                  }
                ],
                "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 8",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 42843,
              "source_files_sampled": 7,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/7 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 7,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T12:53:10.063727Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/heskew/harper-fabric-embeddings.svg",
  "full_name": "heskew/harper-fabric-embeddings",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistikennpm.