Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-25 16:31 UTC

griptape-ai / griptape-tools

Tools for the Griptape Framework.

PythonApache-2.0★ 27 Sterne⑂ 7 Forksseit Apr. 2023archiviertAuf GitHub ansehen ↗

griptape-ai/griptape-tools erreicht einen Gesundheitsindex von 17 von 100 und liegt damit im Bereich Kritisch. Am stärksten schneidet es bei Sustainability & Governance (58/100) ab, am schwächsten bei Vitality (20/100). Das Repository ist archiviert, weitere Wartung ist daher nicht zu erwarten.

17
gesamt / 100
Kritisch

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.

17
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.

Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.

Eigentümerschaft

GriptapeOrganisation
188 Follower92 öffentliche Reposseit Jan. 2023

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIgriptape-tools0.16.311137vor 1100 Tagen

Metriken nach Kategorie

Vitalität

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

20Kritisch · 22 % des Gesamtindex
Wie die Bewertung erfolgt
0/36Push-Aktualität — letzter Push vor 1.071 Tagen
0/36Commit-Rhythmus — 0/52 Wochen mit Commits
0/18Commit-Volumen — 0 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project is archived
Verwendete Eingangsdaten
commits_last_year0
human_commit_share1
days_since_last_push1.071
active_weeks_last_year0

Release-Disziplin

48Gefährdet
Wie die Bewertung erfolgt
16.2/27Liefert Releases aus — 37 Versions-Tags (keine GitHub-Releases)
0/36Release-Aktualität — letztes Release vor 1.100 Tagen
27/27Release-Rhythmus — ein Release etwa alle 3,7 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count37
latest_release_tagv0.16.3
releases_from_tagsja
days_since_latest_release1.100
mean_days_between_releases3,7
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?

38Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
23/60Stars — 27 Stars
6.5/25Forks — 7 Forks
0/15Watcher — 2 Watcher
Verwendete Eingangsdaten
forks7
stars27
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
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
27.3/80Downloads pro Monat — 111 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesgriptape-tools
dependents
ecosystemspypi
total_downloads
monthly_downloads111
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?

58Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
1.3/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 94 % der Commits
8.1/13.5Breite der Beitragenden — 6 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Verwendete Eingangsdaten
bus_factor1
contributors_sampled6
top_contributor_share0,943
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
29.1/38.3PR-Annahme — 19/25 entschiedene PRs gemergt
1.5/15OpenSSF Scorecard: Code-Review — Found 3/30 approved changesets -- score normalized to 1
Verwendete Eingangsdaten
merged_prs19
open_issues0
closed_issues7
issue_closed_ratio1
closed_unmerged_prs6
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
16.4/25Reichweite des Inhabers — 188 Follower von griptape-ai
20/25Kontohistorie — 92 öffentliche Repos, Kontoalter ca. 3 Jahre
Verwendete Eingangsdaten
followers188
owner_typeOrganization
is_verified
owner_logingriptape-ai
public_repos92
account_age_days1.281

Paketpflege

69Mittel
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
4/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 1.100 Tagen
20/20Versionshistorie — 37 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesgriptape-tools
ecosystemspypi
any_deprecatednein
min_days_since_publish1.100

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

55Mittel · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 1 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 10 merged PRs checked by a CI test -- score normalized to 0
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://docs.griptape.ai
10/10Repository-Beschreibung
10/10Topics — 8 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsnlp, python, ai, cohere, gpt, huggingface, llm, openai
has_wikinein
homepagehttps://docs.griptape.ai
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

42Gefährdet · 16 % des Gesamtindex

Sicherheitslage

27Kritisch
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
0/2.5CI-Tests — 0 out of 10 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 3/30 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
0/7.5Maintained — project is archived
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 160 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate2,7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, packaging, 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_packages49
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 pypi:griptape-tools@0.16.3 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 49 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.

36Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
9.1/40Lesbare Commit-Historie — 17 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,17
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespoetry.lock
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/60 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes17.894
source_files_sampled60
oversized_source_files0

Eckdaten

27GitHub-Sterne
6Mitwirkende
0Commits, letzte 12 Monate
1.071Tage seit letztem Push
37Releases
1Bus-Faktor
0offene Issues
PyPIPaket-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

Stern- und Fork-Verlauf 0 ★ / 7 ⇿
0Sterne
7Forks
29Releases

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

1234567712023-042023-052023-07
Major 0Minor 12Patch 17
OpenSSF Scorecard 2.7 / 10
2.7Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-25 16:31 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests0 out of 10 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/30 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
0Maintainedproject is archived
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities160 existing vulnerabilities detected
Direkte Abhängigkeiten 4
RegistryPaketVersionsvorgabeManifest
PyPIgriptape>= 0.14.6pyproject.toml
PyPIdocker^6.1.3pyproject.toml
PyPIstringcase^1.2.0pyproject.toml
PyPIboto3^1.28.2pyproject.toml
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 pypi:griptape-tools@0.16.3 zieht 49 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": [
        "nlp",
        "python",
        "ai",
        "cohere",
        "gpt",
        "huggingface",
        "llm",
        "openai"
      ],
      "is_fork": false,
      "size_kb": 678,
      "has_wiki": false,
      "homepage": "https://docs.griptape.ai",
      "languages": {
        "Python": 105028,
        "Makefile": 203,
        "Dockerfile": 109
      },
      "pushed_at": "2023-08-19T00:11:53Z",
      "created_at": "2023-04-06T20:10:26Z",
      "owner_type": "Organization",
      "updated_at": "2026-04-08T16:52:43Z",
      "description": "Tools for the Griptape Framework.",
      "is_archived": true,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.griptape.ai/",
      "name": "Griptape",
      "type": "Organization",
      "login": "griptape-ai",
      "company": null,
      "location": "United States of America",
      "followers": 188,
      "avatar_url": "https://avatars.githubusercontent.com/u/123192176?v=4",
      "created_at": "2023-01-20T16:33:22Z",
      "is_verified": null,
      "public_repos": 92,
      "account_age_days": 1281
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.16.3",
          "kind": "patch",
          "published_at": "2023-07-21T03:57:21Z"
        },
        {
          "tag": "v0.16.2",
          "kind": "patch",
          "published_at": "2023-07-20T16:41:58Z"
        },
        {
          "tag": "v0.16.1",
          "kind": "patch",
          "published_at": "2023-07-19T23:13:35Z"
        },
        {
          "tag": "v0.16.0",
          "kind": "minor",
          "published_at": "2023-07-18T23:03:29Z"
        },
        {
          "tag": "v0.15.1",
          "kind": "patch",
          "published_at": "2023-07-07T19:53:23Z"
        },
        {
          "tag": "v0.15.0",
          "kind": "minor",
          "published_at": "2023-07-07T17:50:02Z"
        },
        {
          "tag": "v0.14.1",
          "kind": "patch",
          "published_at": "2023-07-04T22:33:03Z"
        },
        {
          "tag": "v0.14.0",
          "kind": "minor",
          "published_at": "2023-06-29T22:41:33Z"
        },
        {
          "tag": "v0.13.4",
          "kind": "patch",
          "published_at": "2023-06-21T19:39:54Z"
        },
        {
          "tag": "v0.13.3",
          "kind": "patch",
          "published_at": "2023-06-17T21:47:07Z"
        },
        {
          "tag": "v0.13.2",
          "kind": "patch",
          "published_at": "2023-06-17T21:40:42Z"
        },
        {
          "tag": "v0.13.1",
          "kind": "patch",
          "published_at": "2023-06-17T20:11:07Z"
        },
        {
          "tag": "v0.13.0",
          "kind": "minor",
          "published_at": "2023-06-15T23:34:23Z"
        },
        {
          "tag": "v0.12.3",
          "kind": "patch",
          "published_at": "2023-06-03T22:49:13Z"
        },
        {
          "tag": "v0.12.2",
          "kind": "patch",
          "published_at": "2023-06-02T18:41:25Z"
        },
        {
          "tag": "v0.12.1",
          "kind": "patch",
          "published_at": "2023-06-02T18:40:55Z"
        },
        {
          "tag": "v0.12.0",
          "kind": "minor",
          "published_at": "2023-06-02T02:05:35Z"
        },
        {
          "tag": "v0.11.0",
          "kind": "minor",
          "published_at": "2023-05-19T13:43:45Z"
        },
        {
          "tag": "v0.10.2",
          "kind": "patch",
          "published_at": "2023-05-13T06:49:14Z"
        },
        {
          "tag": "v0.10.1",
          "kind": "patch",
          "published_at": "2023-05-10T23:20:21Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2023-05-10T21:03:19Z"
        },
        {
          "tag": "v0.9.2",
          "kind": "patch",
          "published_at": "2023-05-03T17:52:51Z"
        },
        {
          "tag": "v0.9.1",
          "kind": "patch",
          "published_at": "2023-05-03T17:37:10Z"
        },
        {
          "tag": "v0.9.0",
          "kind": "minor",
          "published_at": "2023-04-30T21:07:33Z"
        },
        {
          "tag": "v0.8.0",
          "kind": "minor",
          "published_at": "2023-04-24T19:31:34Z"
        },
        {
          "tag": "v0.7.1",
          "kind": "patch",
          "published_at": "2023-04-21T20:55:36Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2023-04-18T22:51:58Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2023-04-16T19:50:27Z"
        },
        {
          "tag": "v0.5.3",
          "kind": "patch",
          "published_at": "2023-04-16T16:00:03Z"
        },
        {
          "tag": "v0.5.2",
          "kind": "patch",
          "published_at": "2023-04-14T20:01:08Z"
        },
        {
          "tag": "v0.5.1",
          "kind": "patch",
          "published_at": "2023-04-13T21:56:34Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2023-04-13T17:52:11Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2023-04-11T20:42:11Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2023-04-09T16:59:08Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2023-04-09T16:49:28Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2023-04-07T16:17:35Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2023-04-06T23:05:05Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "75d5241a228e876514b445c4f9a029276911b8eb",
          "body": null,
          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-08-19T00:11:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6924af03ea19beac36a4cdf56aca7aca3427e1d0",
          "body": null,
          "is_bot": false,
          "headline": "Rename and refactor KnowledgeBaseClient to VectorStoreClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-08-16T18:50:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d566eab85502b0b954bf9d05e4609dfbbabe0d29",
          "body": "Co-authored-by: Vasily Vasinov <vasily@griptape.ai>",
          "is_bot": false,
          "headline": "added ProxycurlClient tool and corresponding testfile (#35)",
          "author_name": "Devin Jones",
          "author_login": "devinjones812",
          "committed_at": "2023-07-30T14:55:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16cdd92733189c9c2f168b7a2da057b943de3027",
          "body": "Gmail tool: \r\n- requires service account\r\n- creates draft emails in any workspace account\r\nGoogle Cal tool: \r\n- requires service account\r\n- creates event in any workspace calendar\r\n- lists upcoming events w/ a max return parameter",
          "is_bot": false,
          "headline": "Google Calendar and Google Gmail tools (#31)",
          "author_name": "Kyle Roche",
          "author_login": "kyleroche",
          "committed_at": "2023-07-24T21:18:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f989b2d983e3f15c1e9c01a866f658a6c5e8b8b3",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.16.3",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-21T03:57:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c66956b2f7d585ef90f0fa57dc07f9f164ccff6",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' of github.com:griptape-ai/griptape-tools",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-21T03:56:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0504809d5b3178c71d933dd9b587ed732ea22c6",
          "body": null,
          "is_bot": false,
          "headline": "Update KnowledgeBaseClient default behavior",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-21T03:56:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c30fec6eedb285a2264ee5b102e90517881edf8c",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-21T03:56:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8cfe90d95a144b23da8d67e1fbf54e0da1abd16",
          "body": "`input_memory` is optional, and must be checked before finding.",
          "is_bot": false,
          "headline": "Check if input_memory exists (#34)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2023-07-20T21:44:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfe6b0f240443faab7f0128868393f67f896be78",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.16.2",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-20T16:41:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b24a84a740598dbe39595f1b14c0ab26e9953ae1",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-20T16:41:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9116226897dfb75fdf88236f4775cd5e55b72014",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.16.1",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-19T23:13:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7d5e63033dbdd8b2a8824430bc0bbaaf7d37cd9",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-19T23:13:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1653b1dea28b5266711951ad119a8adcc340db9",
          "body": null,
          "is_bot": false,
          "headline": "Tool tweaks (#33)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-19T23:05:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3cc4ab795eae8e779ac7f56aa45bafd409ab758e",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.16.0",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T23:03:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ac72f52055a30a394d109657c57ce77a3d85fe1",
          "body": null,
          "is_bot": false,
          "headline": "Update griptape version and other dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T23:03:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2611d6531373735afdd958d33647eee0eef70a30",
          "body": null,
          "is_bot": false,
          "headline": "Update Calculator tool prompt",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T23:02:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27f369aad503a0bb111459584ce05cfc2a200338",
          "body": null,
          "is_bot": false,
          "headline": "Tweak DateTime.get_current_datetime prompt (#32)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T19:36:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f1d2fb024cfa9cf7e15e2a14f9c2ded7211d90f4",
          "body": null,
          "is_bot": false,
          "headline": "Tool output processor (#30)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-18T17:22:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf3fc01bed42af94af6315bd059575c5b34b6d3a",
          "body": null,
          "is_bot": false,
          "headline": "Create Computer.local_workdir if it doesn't exist (#29)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-14T17:47:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f068085734bfa5572e732cfa1fe5c5564eb739dc",
          "body": null,
          "is_bot": false,
          "headline": "Computer tool fixes (#28)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-12T16:08:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0faab2d83ee0bc0e16e6a927c71532e2a5d41a9",
          "body": null,
          "is_bot": false,
          "headline": "Add the Computer tool (#27)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-11T21:33:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "151bdc17eb41e2cbbf0af2fa8d9e55d33a15bf8c",
          "body": null,
          "is_bot": false,
          "headline": "Update deps (#26)",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-11T16:39:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27754452cc485723c4825d3f03e0e5563556edb8",
          "body": null,
          "is_bot": false,
          "headline": "Update DateTime tool description",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-09T17:40:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27044c8c68c11447bff0cd28833656f6aca223e8",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.15.1",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-07T19:53:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fed2309029add9065c83412ed9c1408c8ae9c26a",
          "body": null,
          "is_bot": false,
          "headline": "Add TextMemoryBrowser.extract to the default denylist",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-07T19:53:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75ac294c50f80c9720f479f33db3c29468bacd56",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.15.0",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-07T17:50:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87de73b5156bc44f9c6e5da8c5154565183645ee",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-07T17:49:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eef6702d69e9c9a08a26eebf3ff9112c2cbc870f",
          "body": null,
          "is_bot": false,
          "headline": "Fix test",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-06T19:40:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fcee1af71a621957c1221c6b83127e44aa8af3e1",
          "body": null,
          "is_bot": false,
          "headline": "Added AwsS3Client.upload_objects",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-06T16:31:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5cc139ad749989971f162fe95ba3c8d04b9d236b",
          "body": null,
          "is_bot": false,
          "headline": "Add mailboxes to the EmailClient tool",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-06T15:54:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f007b6423a21017d097a4437d2e0d57eb6eb0c98",
          "body": null,
          "is_bot": false,
          "headline": "Handle non-OK responses in EmailClient.retrieve",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-06T15:21:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a0d5651309aed63353e152f501a8820a1bbaa20",
          "body": null,
          "is_bot": false,
          "headline": "Refactor EmailClient.retrieve logic",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-05T16:33:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b73585541495196b7ebb9d53420176f946c8d6b9",
          "body": null,
          "is_bot": false,
          "headline": "Improve search retrieval in EmailClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-05T16:09:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "871ec7ea1b00e89a7e6639db8cd38ed92404dad0",
          "body": "# Conflicts:\n#\tpoetry.lock\n#\tpyproject.toml",
          "is_bot": false,
          "headline": "Merge branch 'fix-deps'",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T22:34:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d526fb367df97be54e3923d30dd7822e5295d0a0",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.14.1",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T22:33:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27d55b4d6620a4ef7a763a339d2b192b3716a7b1",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T22:32:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f922563beba4d9be8f58cbfbf20112db3142faa0",
          "body": null,
          "is_bot": false,
          "headline": "Improve EmailClient.retrieve",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T22:29:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c97bee0e97acd909dbd19ea4d174ab0192329fbd",
          "body": "…ivities",
          "is_bot": false,
          "headline": "Add TextMemoryBrowser.insert and refactor other TextMemoryBrowser act…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-04T20:02:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7433669fea5ebed52c2b71acfd743c17d0961d00",
          "body": null,
          "is_bot": false,
          "headline": "Fix Build Url In Rest Api Client (#25)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2023-07-04T19:39:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5ae03b9ceca7d2cf1cb93ff54f9c26db7e30263",
          "body": null,
          "is_bot": false,
          "headline": "Rest Api Tool Improvements (#15)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2023-07-04T18:54:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4740b3e7e391e173a76a0026357d6578ad1688f",
          "body": null,
          "is_bot": false,
          "headline": "Aws iam (#24)",
          "author_name": "Kyle Roche",
          "author_login": "kyleroche",
          "committed_at": "2023-07-04T18:49:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb9efcd9354fc03ce71c35fedc4f38cb9351b383",
          "body": "# Conflicts:\n#\tpoetry.lock",
          "is_bot": false,
          "headline": "Merge branch 'main' of github.com:griptape-ai/griptape-tools",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-03T21:14:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c97583cf45b80cb1512dcac6e409b4ba73e1a20",
          "body": "…mory",
          "is_bot": false,
          "headline": "Update TextMemoryBrowser and FileManager to support multiple input_me…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-03T21:13:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84dec0d1aa762975a9bc5c90e95f5ec691c5f780",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry.lock",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-03T21:13:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "143aaa01a6f90056c8d3f8c26908472794725b15",
          "body": null,
          "is_bot": false,
          "headline": "s3 client (#23)",
          "author_name": "Kyle Roche",
          "author_login": "kyleroche",
          "committed_at": "2023-07-03T21:12:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0bd336b4402a099f3fa5dfa281a75847ee8376e",
          "body": null,
          "is_bot": false,
          "headline": "Fixed tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T22:00:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f0bc47b05c2bbb13af0ad2b2e9c0e2e43a92181",
          "body": null,
          "is_bot": false,
          "headline": "Remove the AwsCli tool",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T21:57:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11492e3d52a97d6c5240f00b479b71ba97f63441",
          "body": null,
          "is_bot": false,
          "headline": "Add the TextMemoryBrowser tool",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T21:55:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d808d9c6227e9f01fe915d6747978b9ab68ac0b",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T21:55:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0b2f5ce5dd8281e0b51092819e6acc32df029d2",
          "body": null,
          "is_bot": false,
          "headline": "Refactor tool return types",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-07-02T16:55:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd1f3e9d20a7d414e74f609b1e07efd544d9d6f0",
          "body": null,
          "is_bot": false,
          "headline": "Add KnowledgeBaseClient.summarize",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-30T15:29:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "80d72d583ef1577a1cd4d31e14f137d5fa1801f1",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.14.0",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-29T22:41:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42bf8b8250993fcc8dc962da32e875fe829eeb60",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-29T22:41:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8220ac68fd963adef052dbfc473da579217be0c4",
          "body": null,
          "is_bot": false,
          "headline": "added DateTime tool & corresponding test file (#19)",
          "author_name": "Devin Jones",
          "author_login": "devinjones812",
          "committed_at": "2023-06-27T16:25:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99e61844765c156873f8d4ed3254832bf7e1d0a8",
          "body": "…d names (#20)\n\nI found a few decorator description bugs while browsing\r\nhttps://github.com/griptape-ai/griptape-tools/blob/main/griptape/tools/rest_api_client/tool.py.\r\n\r\nAddresses: https://github.com/griptape-ai/griptape-docs/issues/31",
          "is_bot": false,
          "headline": "Update @activity decorator descriptions to reflect correct HTTP metho…",
          "author_name": "Sam Young",
          "author_login": "ysammy",
          "committed_at": "2023-06-26T18:37:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a6139fb6f155af70d6335a685d95f41327443a9",
          "body": "…nges\n\n- Update poetry.lock",
          "is_bot": false,
          "headline": "- Update SqlClient and FileManager to support the latest Griptape cha…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-25T21:07:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a285af936538180d9da518048ad922e7d6f1e99",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.4",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-21T19:39:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd167f5deae2410406111fe791be7c7d848fde70",
          "body": null,
          "is_bot": false,
          "headline": "Update KnowledgeBaseClient search prompt",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-21T19:39:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "caf45b332c1e286e70023dd4b7fd1f508fc67f78",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.3",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T21:47:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "974b95a645778f03a68e6c325005e83fa01b6b87",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T21:47:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6e67b77cc9461732fb4b55f55b247a92d24ed74",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.2",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T21:40:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9daf64170e2e75f7230fb5015e00e65695177b42",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T21:40:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e789459829b7cbbcc8cde9c56b5086e2cfecd6b",
          "body": null,
          "is_bot": false,
          "headline": "Fix tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T20:17:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d04ca61d2bdee4a5af736a6ea1e54df04244c19",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.1",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T20:11:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9723d2b4e7bc8be475232fa8ff5031a0318653c6",
          "body": null,
          "is_bot": false,
          "headline": "Update dependencies",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T20:10:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "110ac05d6209420b5caf7a69b3d4318037354f84",
          "body": null,
          "is_bot": false,
          "headline": "Remove TextMemoryExtractor",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-17T20:03:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f210e16d50f72609f247e4f6a51763a9005357ee",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.13.0",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T23:34:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "252c5724caca5da5e4cb78d44b63098879735461",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry to the latest version of griptape",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T23:34:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "566d0aa587893d27332b51956731da4dbb4a246e",
          "body": null,
          "is_bot": false,
          "headline": "Update test names",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T23:30:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3535bd50461a25010142c8c01e95471e959a1ddc",
          "body": null,
          "is_bot": false,
          "headline": "Update all tools to support BaseTool.input_memory",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T23:22:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35df3823cebc77794ef1cb11830652b3a44915d8",
          "body": null,
          "is_bot": false,
          "headline": "Update griptape dep version",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-15T00:03:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c09efbcf28cfd2f2c255435633a0bcaf817bd436",
          "body": null,
          "is_bot": false,
          "headline": "Update deps",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T23:25:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbd95a61a2665a8a2e01b14825297bbadd31c3ae",
          "body": null,
          "is_bot": false,
          "headline": "Update griptape dependency version",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T23:17:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e81ae98c04acd6100972fdb41c7483a95ae160c6",
          "body": null,
          "is_bot": false,
          "headline": "Update SqlClient.execute_query signature",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T23:09:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61f7067c376b363d6ae951c2ee9b2ba6d78f953a",
          "body": null,
          "is_bot": false,
          "headline": "Replace ListArtifact with list[BaseArtifact]",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T22:27:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d946f6a89ec00fbfd39775c1047ad9b0d176c55f",
          "body": null,
          "is_bot": false,
          "headline": "Update TextFileManager actitivies and fix tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T17:36:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1305bef646dc69a2bf259a4f5e90ddd86507b5a",
          "body": null,
          "is_bot": false,
          "headline": "Remove pass_artifacts from TextMemoryExtractor",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-14T16:41:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f3bdda0e2b8c9d9c2cb43db497759a6faad6f07",
          "body": null,
          "is_bot": false,
          "headline": "Tweak TextMemoryExtractor activity prompts",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T22:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f80ab925861f76062f36515e706334df14e70cd1",
          "body": null,
          "is_bot": false,
          "headline": "Fix TestTextMemoryExtractor tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T21:04:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "978a0ca7bc0d23408ee97f25e7b66bae203fab30",
          "body": "… field, and change the query activity to query based on the memory vector driver",
          "is_bot": false,
          "headline": "Rename MemoryExtractor to TextMemoryExtractor, add an explicit memory…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T20:41:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9b63dba55cdbe0614adea54a7726bd4835c4e97",
          "body": null,
          "is_bot": false,
          "headline": "Rename MemoryProcessor to MemoryExtractor",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T20:04:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "845ddb13ae65faebf9816450f5b7bc05c6ee6caa",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry.lock",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T20:01:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb89eac9589c35ef6c5f37d90eb4c3735bf15385",
          "body": "…pendencies",
          "is_bot": false,
          "headline": "Update all tools to support the latest version of Griptape, update de…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-13T20:01:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f7d1a01ac981d745211778ed6c09c12aafc01af",
          "body": null,
          "is_bot": false,
          "headline": "Tweak the SqlClient prompt",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T15:48:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c552c46ee3c33ca7f4679f378fe4aeb13ad6d28",
          "body": "… description, and refactor tests",
          "is_bot": false,
          "headline": "Update SqlClient to support one table per tool, add an optional table…",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T15:43:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00f28c3b90217564e739834ebea8ec5cfcc29bc2",
          "body": null,
          "is_bot": false,
          "headline": "Fix schema retrieval in schema_template_args",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T03:51:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec4e0ac5bce7a85b9ecae99ce86937404e490fc4",
          "body": null,
          "is_bot": false,
          "headline": "Remove description from SqlClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T03:36:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b131ccbe6112c6aa7a624df402bfa2cdd7b08cf",
          "body": null,
          "is_bot": false,
          "headline": "Update SqlClient to support multiple tables with and without schemas",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T03:32:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d59dac1b8afb4199a532ce81cc41bbdcc7cad699",
          "body": null,
          "is_bot": false,
          "headline": "Update SqlClient.loader to sql_loader",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T00:15:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c61485cd1328364cd3b3d6a7b616f9ec13af609",
          "body": null,
          "is_bot": false,
          "headline": "Update SqlClient to use SqlLoader in `execute_query` and `get_schema`",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T00:09:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60dd1b847850f3e8b01b51229abc09e1f29f0c7f",
          "body": null,
          "is_bot": false,
          "headline": "Set griptape dependency to git@main",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-10T00:08:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fceb8bf04e5d67ad2e682f1d5e948134e95b1ae4",
          "body": null,
          "is_bot": false,
          "headline": "Update WebScraper activity prompt",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-09T23:16:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "174b518c290cc6099d614230dcedcf7b27d500b6",
          "body": null,
          "is_bot": false,
          "headline": "Rename VectorClient to KnowledgeBaseClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-08T16:55:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50215b96c037fbc7a1f9a3928f63b54a22cb6478",
          "body": null,
          "is_bot": false,
          "headline": "Tweak TextProcessor and WebSearch tools",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-07T23:13:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9030177dbe07eafcdc272dce3bd05be501e29807",
          "body": null,
          "is_bot": false,
          "headline": "Version bump v0.12.3",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T22:49:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32d07e7299f79f54813dba93580664843c422774",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry.lock",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T22:49:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c07e1cb73fc91a7da4d73eeaf1f15798b543fd9",
          "body": null,
          "is_bot": false,
          "headline": "Rename VectorStorageClient tool to VectorClient, add tests",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T22:05:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16115acdfb74394650dd8c51000659b84cbc5d74",
          "body": null,
          "is_bot": false,
          "headline": "Update default query_engine type in VectorStorageClient",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T20:31:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e98c8661a8a32386ddaafcbfc2fa174f3ed41fa0",
          "body": null,
          "is_bot": false,
          "headline": "Update poetry.lock",
          "author_name": "Vasily Vasinov",
          "author_login": "vasinov",
          "committed_at": "2023-06-03T20:31:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 37,
      "commits_last_year": 0,
      "latest_release_at": "2023-07-21T03:57:21Z",
      "latest_release_tag": "v0.16.3",
      "releases_from_tags": true,
      "days_since_last_push": 1071,
      "active_weeks_last_year": 0,
      "days_since_latest_release": 1100,
      "mean_days_between_releases": 3.7
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 50,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "griptape-tools",
          "exists": true,
          "license": "Apache 2.0",
          "keywords": [
            "License :: Other/Proprietary License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.9"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/griptape-tools/",
          "is_deprecated": false,
          "latest_version": "0.16.3",
          "repository_url": "https://github.com/griptape-ai/griptape-tools",
          "versions_count": 37,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 111,
          "first_published_at": "2023-04-06T23:05:39.500713Z",
          "latest_published_at": "2023-07-21T03:57:26.539514Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 1100
        }
      ]
    },
    "popularity": {
      "forks": 7,
      "stars": 27,
      "watchers": 2,
      "fork_history": {
        "days": [
          {
            "date": "2023-04-13",
            "count": 1
          },
          {
            "date": "2023-04-20",
            "count": 1
          },
          {
            "date": "2023-05-08",
            "count": 1
          },
          {
            "date": "2023-06-12",
            "count": 1
          },
          {
            "date": "2023-07-01",
            "count": 1
          },
          {
            "date": "2023-07-09",
            "count": 1
          },
          {
            "date": "2023-07-19",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 7,
        "total_forks": 7
      },
      "star_history": null,
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 17894,
      "source_files_sampled": 60,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 49,
        "malicious_count": 0,
        "assessed_package": "pypi:griptape-tools@0.16.3",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "griptape",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.14.6"
        },
        {
          "name": "docker",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^6.1.3"
        },
        {
          "name": "stringcase",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.2.0"
        },
        {
          "name": "boto3",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.28.2"
        }
      ],
      "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": 19,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 7,
        "closed_unmerged_prs": 6
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "vasinov",
          "commits": 199,
          "avatar_url": "https://avatars.githubusercontent.com/u/286876?v=4"
        },
        {
          "type": "User",
          "login": "collindutter",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/9911531?v=4"
        },
        {
          "type": "User",
          "login": "kyleroche",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/177972?v=4"
        },
        {
          "type": "User",
          "login": "devinjones812",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/123031139?v=4"
        },
        {
          "type": "User",
          "login": "atcol",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/1221721?v=4"
        },
        {
          "type": "User",
          "login": "ysammy",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/925677?v=4"
        }
      ],
      "contributors_sampled": 6,
      "top_contributor_share": 0.943
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "tests.yml"
      ],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "poetry.lock"
      ],
      "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": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 10 merged PRs checked by a CI test -- score normalized to 0",
            "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 3/30 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": 0,
            "reason": "project is archived",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "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": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "160 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "75d5241a228e876514b445c4f9a029276911b8eb",
        "ran_at": "2026-07-25T16:31:05Z",
        "aggregate_score": 2.7,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": "2023-07-30T14:55:33Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/griptape-ai/griptape-tools",
    "host": "github.com",
    "name": "griptape-tools",
    "owner": "griptape-ai"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "critical",
      "name": "Overall health",
      "note": "Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.",
      "notes": [
        {
          "code": "abandonment_overall_adjustment",
          "params": {
            "cap": 29,
            "pct": 40
          }
        }
      ],
      "value": 17,
      "inputs": {
        "security": 42,
        "vitality": 20,
        "community": 38,
        "governance": 58,
        "engineering": 55,
        "abandonment_cap": 29,
        "abandonment_state": "declared",
        "abandonment_multiplier": 40,
        "weighted_overall_before_abandonment": 43,
        "overall_after_abandonment_multiplier": 17
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "critical",
        "name": "Vitality",
        "value": 20,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "critical",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "commits_last_year": 0,
              "human_commit_share": 1,
              "days_since_last_push": 1071,
              "active_weeks_last_year": 0
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 1071 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 1071
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "0/52 weeks with commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "0 commits in the last year",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project is archived",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "at_risk",
            "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": 48,
            "inputs": {
              "releases_count": 37,
              "latest_release_tag": "v0.16.3",
              "releases_from_tags": true,
              "days_since_latest_release": 1100,
              "mean_days_between_releases": 3.7
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "37 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
                "details": [
                  {
                    "code": "version_tags_no_releases",
                    "params": {
                      "count": 37
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 1100 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 1100
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~3.7 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 3.7
                    }
                  }
                ],
                "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": "at_risk",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "cap": 29,
              "state": "declared",
              "guards": [],
              "signals": [],
              "red_flag": true,
              "multiplier_pct": 40,
              "declared_reason": "archived",
              "unverified_reason": null,
              "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": "the repository is archived on GitHub",
                "points": 40,
                "status": "partial",
                "details": [
                  {
                    "code": "abandonment_archived",
                    "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": 38,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "forks": 7,
              "stars": 27,
              "watchers": 2,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "27 stars",
                "points": 23,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 27
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "7 forks",
                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "2 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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 (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "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": "at_risk",
            "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": 34,
            "inputs": {
              "packages": [
                "griptape-tools"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 111
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "111 downloads/month across pypi",
                "points": 27.3,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 111,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "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": 58,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 28,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 6,
              "top_contributor_share": 0.943
            },
            "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 94% of commits",
                "points": 1.3,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 94
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "6 contributors",
                "points": 8.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "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": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "merged_prs": 19,
              "open_issues": 0,
              "closed_issues": 7,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 6
            },
            "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": "19/25 decided PRs merged",
                "points": 29.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 19,
                      "decided": 25
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 3/30 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "followers": 188,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "griptape-ai",
              "public_repos": 92,
              "account_age_days": 1281
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "188 followers of griptape-ai",
                "points": 16.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 188,
                      "login": "griptape-ai"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "92 public repos, account ~3 yr old",
                "points": 20,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 92
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "moderate",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "packages": [
                "griptape-tools"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1100
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 1100 days ago",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1100
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "37 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 37
                    }
                  }
                ],
                "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": 55,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 48,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 10 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [
                "nlp",
                "python",
                "ai",
                "cohere",
                "gpt",
                "huggingface",
                "llm",
                "openai"
              ],
              "has_wiki": false,
              "homepage": "https://docs.griptape.ai",
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.griptape.ai",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 42,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 27,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 2.7
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 10 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 3/30 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": "project is archived",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "160 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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 pypi:griptape-tools@0.16.3 runtime dependency closure — what installing the published package pulls in — 49 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": "pypi:griptape-tools@0.16.3",
                  "assessed": 49
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 49,
              "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": 49,
              "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": 10
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 36,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 9,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.17,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "17 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 9.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 17,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 17894,
              "source_files_sampled": 60,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/60 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 60,
                      "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": "2026-07-25T16:31:21.881450Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/griptape-ai/griptape-tools.svg",
  "full_name": "griptape-ai/griptape-tools",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 StatistikenPyPI.