公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 16:16 UTC

griptape-ai / griptape

Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.

PythonApache-2.0★ 2,564 星标⑂ 253 复刻始于 2023年1月在 GitHub 上查看 ↗

griptape-ai/griptape 的健康指数为 100 分中的 79 分,处于「良好」区间。 其得分最高的类别是Vitality(92/100),最低的是AI Readiness(67/100)。 最近一次更新在 4 天前。 近期的大部分工作由 2 位贡献者完成。

79
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

79
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

Griptape组织
188 关注者92 个公开仓库始于 2023年1月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIgriptape1.11.0-14710 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

92优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 4 天前
22.8/36提交节奏 — 52 周中有 33 周有提交
18/18提交量 — 最近一年 126 次提交
10/10OpenSSF Scorecard:Maintained — 28 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year126
human_commit_share0.49
days_since_last_push4
active_weeks_last_year33

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 10 天前
27/27发布节奏 — 约每 20.2 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count100
latest_release_tagv1.11.0
releases_from_tags
days_since_latest_release10
mean_days_between_releases20.2
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

80良好 · 占总体的 18%
评分方式
55.3/60星标 — 2,564 个星标
20/25复刻 — 253 个复刻
8/15关注者 — 28 位关注者
所用输入
forks253
stars2,564
watchers28
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

76良好 · 占总体的 24%
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
11.4/22.5提交分布 — 头号贡献者编写了 49% 的提交
13.5/13.5贡献者广度 — 41 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 8 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled41
top_contributor_share0.492
评分方式
41.2/46.8议题解决 — 88% 的议题已关闭
31.3/38.3PR 接受 — 已裁定的 PR 中 1,310/1,601 已合并
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs1,310
open_issues65
closed_issues479
issue_closed_ratio0.881
closed_unmerged_prs291
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
16.4/25所有者影响力 — griptape-ai 有 188 位关注者
20/25既往记录 — 92 个公开仓库,账户约 3 年
所用输入
followers188
owner_typeOrganization
is_verified
owner_logingriptape-ai
public_repos92
account_age_days1,281
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 10 天前
20/20版本历史 — 147 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesgriptape
ecosystemspypi
any_deprecated
min_days_since_publish10

工程质量

基础的工程与文档实践是否到位?

77良好 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 6 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://www.griptape.ai
10/10仓库描述
10/10主题标签 — 8 个主题标签
0/10Wiki
所用输入
topicsgpt, llm, openai, ai, python, huggingface, anthropic, claude
has_wiki
homepagehttps://www.griptape.ai
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

70良好 · 占总体的 16%

安全态势

62中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 28 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4/5SAST — SAST tool is not run on all commits -- score normalized to 8
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 92 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.2
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages39
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分(无数据或不适用):没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:griptape@1.11.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 39 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

67中等 · 占总体的 0%
评分方式
45/45代理指令 — docs/griptape-framework/structures/agents.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 49 次人类提交中有 49 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share1
agent_instruction_filesdocs/griptape-framework/structures/agents.md
agent_instruction_max_bytes1,036
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 26 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 48 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.26
toolchain_manifests
dependency_bot_commit_share0.48
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
54.9/55可控的文件大小 — 采样的 1,230 个源文件中有 2 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes1,400,087
source_files_sampled1,230
oversized_source_files2

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — recipes
所用输入
example_dirsrecipes
has_mcp_signal
api_schema_files

关键数据

2,564GitHub 星标
41贡献者
126最近 12 个月提交数
4距最近推送天数
100发布版本数
2巴士系数(bus factor)
65开放议题
PyPI软件包生态系统数

数据采集警告

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

更多细节

Star 与 Fork 历史 0 ★ / 253 ⇿
0Star
253Fork
100发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

050100150200250300252102023-012024-102026-07
主版本 1次版本 28修订 71

每个点涵盖 4 天。

OpenSSF Scorecard 6.2 / 10
6.2综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-25 16:16 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained28 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
8SASTSAST tool is not run on all commits -- score normalized to 8
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities92 existing vulnerabilities detected
直接依赖 18
注册表软件包版本约束清单文件
PyPIopenai>=1.1.1pyproject.toml
PyPIattrs>=24.3.0pyproject.toml
PyPIjinja2>=3.1.4pyproject.toml
PyPImarshmallow>=3.21.3,<4pyproject.toml
PyPImarshmallow-enum>=1.5.1pyproject.toml
PyPItiktoken>=0.12pyproject.toml
PyPIrich>=13.7.1pyproject.toml
PyPIschema>=0.7.7pyproject.toml
PyPIpyyaml>=6.0.1pyproject.toml
PyPItenacity>=8.5.0pyproject.toml
PyPInumpy>=1.26.4,<3pyproject.toml
PyPIrequests>=2.32.0pyproject.toml
PyPIfiletype>=1.2pyproject.toml
PyPIurllib3>=1.25.4,!=2.2.0,<3pyproject.toml
PyPIpydantic>=2.7.4pyproject.toml
PyPIwrapt>=1.16.0pyproject.toml
PyPIpip>=25.0.1pyproject.toml
PyPIjson-schema-to-pydantic>=0.4.6pyproject.toml
全部依赖 288

来自 GitHub 依赖图的完整解析依赖集合:18 个直接依赖与 270 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
PyPIattrs26.1.0直接
PyPIfiletype1.2.0直接
PyPIjinja23.1.6直接
PyPIjson-schema-to-pydantic0.4.6直接
PyPImarshmallow3.26.2直接
PyPImarshmallow-enum1.5.1直接
PyPInumpy2.2.3直接
PyPIopenai1.79.0直接
PyPIpip26.1直接
PyPIpydantic2.11.4直接
PyPIpyyaml6.0.2直接
PyPIrequests2.33.1直接
PyPIrich14.0.0直接
PyPIschema0.7.7直接
PyPItenacity9.1.2直接
PyPItiktoken0.12.0直接
PyPIurllib32.7.0直接
PyPIwrapt1.17.2直接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohttp3.13.4间接
PyPIaiolimiter1.2.1间接
PyPIaiosignal1.4.0间接
PyPIannotated-types0.7.0间接
PyPIanthropic0.51.0间接
PyPIanyio4.8.0间接
PyPIasn1crypto1.5.1间接
PyPIastrapy2.0.1间接
PyPIasync-timeout5.0.1间接
PyPIbabel2.17.0间接
PyPIbackports-tarfile1.2.0间接
PyPIbackrefs5.8间接
PyPIbeautifulsoup44.13.4间接
PyPIboto3间接
PyPIboto31.38.18间接
PyPIboto3-stubs1.37.12间接
PyPIbotocore1.38.18间接
PyPIbotocore-stubs1.37.11间接
PyPIbrotli1.2.0间接
PyPIbrotlicffi1.2.0.1间接
PyPIcertifi2025.1.31间接
PyPIcffi2.0.0间接
PyPIcfgv3.4.0间接
PyPIcharset-normalizer3.4.1间接
PyPIclick8.1.8间接
PyPIcohere5.15.0间接
PyPIcolorama0.4.6间接
PyPIcourlan1.3.2间接
PyPIcoverage7.13.5间接
PyPIcryptography46.0.7间接
PyPIcuda-bindings13.2.0间接
PyPIcuda-pathfinder1.5.2间接
PyPIcuda-toolkit13.0.2间接
PyPIdateparser间接
PyPIdateparser1.2.1间接
PyPIddgs9.14.4间接
PyPIdeprecated1.2.18间接
PyPIdeprecation2.1.0间接
PyPIdiffusers0.33.1间接
PyPIdistlib0.3.9间接
PyPIdistro1.9.0间接
PyPIdnspython2.7.0间接
PyPIdocker间接
PyPIdocker7.1.0间接
PyPIdocutils0.21.2间接
PyPIelevenlabs1.59.0间接
PyPIevents0.5间接
PyPIexa-py1.13.1间接
PyPIexceptiongroup间接
PyPIexceptiongroup1.2.2间接
PyPIexecnet2.1.1间接
PyPIfake-useragent2.2.0间接
PyPIfastavro1.10.0间接
PyPIfilelock3.25.2间接
PyPIfrozenlist1.5.0间接
PyPIfsspec2025.3.0间接
PyPIfuzzywuzzy0.18.0间接
PyPIghp-import2.1.0间接
PyPIgoogle-auth2.49.2间接
PyPIgoogle-genai1.73.1间接
PyPIgoogleapis-common-protos1.69.1间接
PyPIgreenlet3.1.1间接
PyPIgriffe1.6.0间接
PyPIgriptape1.11.0间接
PyPIgrpcio1.71.0间接
PyPIh110.16.0间接
PyPIh24.3.0间接
PyPIhpack4.1.0间接
PyPIhtmldate1.9.4间接
PyPIhttpcore1.0.9间接
PyPIhttpx0.28.1间接
PyPIhttpx-sse0.4.0间接
PyPIhuggingface-hub0.31.4间接
PyPIhyperframe6.1.0间接
PyPIid1.5.0间接
PyPIidentify2.6.9间接
PyPIidna3.10间接
PyPIimportlib-metadata8.6.1间接
PyPIiniconfig2.0.0间接
PyPIipaddress1.0.23间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.0.1间接
PyPIjaraco-functools4.1.0间接
PyPIjeepney0.9.0间接
PyPIjiter0.9.0间接
PyPIjmespath1.0.1间接
PyPIjustext3.0.2间接
PyPIkeyring25.6.0间接
PyPIlxml6.1.0间接
PyPIlxml-html-clean0.4.4间接
PyPImail-parser4.1.2间接
PyPImarkdown3.8.1间接
PyPImarkdown-it-py3.0.0间接
PyPImarkdownify1.1.0间接
PyPImarkupsafe3.0.2间接
PyPImarqo3.13.0间接
PyPImcp间接
PyPImdformat1.0.0间接
PyPImdformat-footnote0.1.3间接
PyPImdformat-frontmatter2.1.2间接
PyPImdformat-gfm1.0.0间接
PyPImdformat-mkdocs5.1.4间接
PyPImdit-py-plugins0.4.2间接
PyPImdurl0.1.2间接
PyPImergedeep1.3.4间接
PyPImkdocs1.6.1间接
PyPImkdocs-autorefs1.4.4间接
PyPImkdocs-gen-files0.6.1间接
PyPImkdocs-get-deps0.2.0间接
PyPImkdocs-glightbox0.5.2间接
PyPImkdocs-literate-nav0.6.3间接
PyPImkdocs-material9.7.6间接
PyPImkdocs-material-extensions1.3.1间接
PyPImkdocs-section-index0.3.12间接
PyPImkdocstrings0.29.0间接
PyPImkdocstrings-python1.16.5间接
PyPImongomock4.3.0间接
PyPImore-itertools10.6.0间接
PyPImoto5.1.1间接
PyPImpmath1.3.0间接
PyPImultidict6.1.0间接
PyPImypy-boto3-bedrock-agent-runtime1.37.22间接
PyPImypy-boto3-bedrock-runtime1.37.30间接
PyPImypy-boto3-dynamodb1.37.12间接
PyPImypy-boto3-iam1.37.0间接
PyPImypy-boto3-iot-data1.37.0间接
PyPImypy-boto3-opensearch1.37.0间接
PyPImypy-boto3-redshift-data1.37.8间接
PyPImypy-boto3-s31.37.0间接
PyPImypy-boto3-sagemaker-runtime1.37.0间接
PyPImypy-boto3-sqs1.37.0间接
PyPIndg-httpsclient0.5.1间接
PyPInetworkx3.4.2间接
PyPInh30.2.21间接
PyPInodeenv1.9.1间接
PyPInumexpr间接
PyPInvidia-cublas13.1.0.3间接
PyPInvidia-cuda-cupti13.0.85间接
PyPInvidia-cuda-nvrtc13.0.88间接
PyPInvidia-cuda-runtime13.0.96间接
PyPInvidia-cudnn-cu139.20.0.48间接
PyPInvidia-cufft12.0.0.61间接
PyPInvidia-cufile1.15.1.6间接
PyPInvidia-curand10.4.0.35间接
PyPInvidia-cusolver12.0.4.66间接
PyPInvidia-cusparse12.6.3.3间接
PyPInvidia-cusparselt-cu130.8.1间接
PyPInvidia-nccl-cu132.29.7间接
PyPInvidia-nvjitlink13.0.88间接
PyPInvidia-nvshmem-cu133.4.5间接
PyPInvidia-nvtx13.0.85间接
PyPIollama0.4.8间接
PyPIopensearch-py2.8.0间接
PyPIopentelemetry-api1.33.1间接
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依赖安全公告 0

安装 pypi:griptape@1.11.0 会引入 39 个包(直接与传递):其中 0 个存在已知公告,0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
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          "oid": "1c73a7d25b099db6a04d156b7188f9c8cfe9bb9e",
          "body": "Bumps [attrs](https://github.com/python-attrs/attrs) from 25.3.0 to 26.1.0.\n- [Release notes](https://github.com/python-attrs/attrs/releases)\n- [Changelog](https://github.com/python-attrs/attrs/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/python-attrs/attrs/compare/25.3.0...26.1.0)\n\n---\nup\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump attrs from 25.3.0 to 26.1.0 (#2219)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-17T16:13:04Z",
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          "body": null,
          "is_bot": false,
          "headline": "chore: bump v1.11.0 (#2249)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-14T19:11:14Z",
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          "body": null,
          "is_bot": false,
          "headline": "fix(drivers-prompt-amazon-bedrock): omit unsupported temperature (#2248)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-14T18:53:36Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "oid": "6bccc124348a7c04edc0e7502cf9c3b5cbb7f86b",
          "body": "* LocalVectorStoreDriver namespace match accuracy\n\n* lint\n\n* format",
          "is_bot": false,
          "headline": "LocalVectorStoreDriver namespace match accuracy (#2244)",
          "author_name": "CJ Kindel",
          "author_login": "cjkindel",
          "committed_at": "2026-07-13T19:58:24Z",
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          "body": null,
          "is_bot": false,
          "headline": "docs: point Data Source requests to Discord instead of email (#2229)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-07-03T18:16:21Z",
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          "oid": "ebf422be2b716eb7770343048aa2dff58b8f5cbe",
          "body": "* feat: add AmazonBedrockRerankDriver\n\n* fix: address bedrock rerank driver review feedback\n\n* fix: format bedrock rerank driver tests\n\n---------\n\nCo-authored-by: Mayank Das <mayank.das@milestone.tech>",
          "is_bot": false,
          "headline": "feat: add AmazonBedrockRerankDriver (#2208)",
          "author_name": "mayankdas2005",
          "author_login": "mayankdas2005",
          "committed_at": "2026-06-24T21:22:01Z",
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          "body": "* feat: add DateTimeMetaEntry to MetaMemory\n\nFixes #1748\n\nAdded DateTimeMetaEntry that automatically provides the current date and\ntime as context to agents via MetaMemory, following the existing\nBaseMetaEntry pattern.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n* test: add unit tests \n[…]\nration.\n\n* fix: remove dead 'or True' from test assertion\n\n* fix: replace flaky timestamp comparison with instance independence test\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add DateTimeMetaEntry to MetaMemory (#2190)",
          "author_name": "Mourn_Fall",
          "author_login": "Ottohere-Mourn",
          "committed_at": "2026-06-23T20:32:14Z",
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        },
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          "oid": "4c97d478c9c984250969825172c608910c5165b7",
          "body": "…r (#2207)\n\nAmazonBedrockTokenizer.MODEL_PREFIXES_TO_MAX_INPUT_TOKENS / _OUTPUT_TOKENS\nstop at anthropic.claude-3-*, so Claude 4.x Bedrock model IDs\n(anthropic.claude-sonnet-4-*, anthropic.claude-opus-4-*, including the\nus./eu./apac./global. cross-region inference profile prefixes) match the\ngeneric\n[…]\n the generic anthropic.claude fallback.\nSubstring matching means the cross-region inference profile IDs are covered\nautomatically.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tokenizers): add Claude 4.x token limits to AmazonBedrockTokenize…",
          "author_name": "Lucas Kim",
          "author_login": "kimnamu",
          "committed_at": "2026-06-22T20:08:50Z",
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          "is_coding_agent": true
        },
        {
          "oid": "75ac3cb77afed34060b678d576a392f2e2457baf",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v6...v7)\n\n---\nupdated-dependenc\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump actions/checkout from 6 to 7 (#2210)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-22T17:56:38Z",
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          "oid": "fd03641ec5aaa14c68d5acfb343184d0d9be60d4",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump v1.10.3 (#2204)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-06-16T19:50:37Z",
          "body_truncated": false,
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          "oid": "fa608903525d856617b2f6baa6de5011657ada3b",
          "body": "…ation (#2189)\n\n* docs: clarify SummaryConversationMemory interaction with Chat/Conversation\n\nFixes #1217\n\nAdded documentation explaining that Chat and Conversation utilities display\nthe full history, while SummaryConversationMemory maintains a separate\nsummarized internal representation.\n\n* docs: f\n[…]\nd)\n\n* fix: add blank line before closing docstring per ruff D209\n\n* fix: match griptape docstring convention — no blank before closing quotes\n\n* fix: condense docstring summary to single line per D205",
          "is_bot": false,
          "headline": "docs: clarify SummaryConversationMemory interaction with Chat/Convers…",
          "author_name": "Mourn_Fall",
          "author_login": "Ottohere-Mourn",
          "committed_at": "2026-06-15T19:54:14Z",
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          "oid": "b61f11e4fa8a8b2b72bfa26bacfae739b9dc6da1",
          "body": "… ddgs (#2201)\n\nThe `duckduckgo_search` package was renamed to `ddgs`; the old name is now\nan empty stub that emits a deprecation warning and returns no results, so\n`DuckDuckGoWebSearchDriver.search()` silently yielded zero results.\n\nPoint the import and the `drivers-web-search-duckduckgo` extra (an\n[…]\n Updated the test mock targets and docs accordingly.\n\nCloses #2198\n\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "fix(drivers-web-search-duckduckgo): migrate from duckduckgo_search to…",
          "author_name": "griptapeops[bot]",
          "author_login": "griptapeops[bot]",
          "committed_at": "2026-06-15T17:12:56Z",
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          "oid": "45890b9c49bbb404c42e289babbee22074713aad",
          "body": "…m (#2200)\n\nThe Exa API removed support for the `use_autoprompt` request parameter\nand now returns `Invalid option: 'use_autoprompt'`, making\nExaWebSearchDriver non-functional. Drop the parameter from the\nsearch_and_contents call. The `use_autoprompt` field is retained for\nbackwards compatibility but now emits a DeprecationWarning when set and\nis no longer forwarded to the API.\n\nCloses #2199\n\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix(drivers-web-search-exa): stop sending removed use_autoprompt para…",
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          "author_login": "griptapeops[bot]",
          "committed_at": "2026-06-15T17:12:40Z",
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        },
        {
          "oid": "2ec9b0edf356614be91d5898ceeef1cb1176f7b0",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6 to 7.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/compare/v\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump codecov/codecov-action from 6 to 7 (#2192)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T17:39:47Z",
          "body_truncated": true,
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        {
          "oid": "6a9b3ebca6f266b52087634dc98c9a62af964137",
          "body": "… 4 updates (#2191)\n\nBumps the development-dependencies group with 4 updates in the / directory: [ruff](https://github.com/astral-sh/ruff), [pyright](https://github.com/RobertCraigie/pyright-python), [typos](https://github.com/crate-ci/typos) and [mdformat-frontmatter](https://github.com/butler54/md\n[…]\ne:semver-minor\n  dependency-group: development-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump the development-dependencies group across 1 directory with…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-03T18:04:18Z",
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        {
          "oid": "d9cadb0fb1bfb81b8ac2f5d22c8a39a91e91f042",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump v1.10.2 (#2188)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-05-28T01:04:21Z",
          "body_truncated": false,
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        {
          "oid": "724fd6ab54864e3f948c0b36be4740f5c1ae6769",
          "body": null,
          "is_bot": false,
          "headline": "fix(anthropic): accept ImageUrlArtifact in tool results (#2187)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-05-28T00:48:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "bf651c7525eb28f3094b9668e0fac816de97a729",
          "body": "Bumps the development-dependencies group with 4 updates: [torch](https://github.com/pytorch/pytorch), [ruff](https://github.com/astral-sh/ruff), [typos](https://github.com/crate-ci/typos) and [pymdown-extensions](https://github.com/facelessuser/pymdown-extensions).\n\n\nUpdates `torch` from 2.11.0 to 2\n[…]\ne:semver-patch\n  dependency-group: development-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump the development-dependencies group with 4 updates (#2180)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-19T16:57:27Z",
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          "oid": "d1d72b1eee5d194e1d28b6159c08c21ba4abd63e",
          "body": "… 4 updates (#2162)\n\n* deps: bump the development-dependencies group across 1 directory with 4 updates\n\nBumps the development-dependencies group with 4 updates in the / directory: [ruff](https://github.com/astral-sh/ruff), [pyright](https://github.com/RobertCraigie/pyright-python), [pre-commit](http\n[…]\ny: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump the development-dependencies group across 1 directory with…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-12T23:03:57Z",
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          "is_coding_agent": false
        },
        {
          "oid": "e8cb4687892a782ea1fe8d54b2e600c8303d908f",
          "body": "Bumps [lxml](https://github.com/lxml/lxml) from 5.3.1 to 6.1.0.\n- [Release notes](https://github.com/lxml/lxml/releases)\n- [Changelog](https://github.com/lxml/lxml/blob/master/CHANGES.txt)\n- [Commits](https://github.com/lxml/lxml/compare/lxml-5.3.1...lxml-6.1.0)\n\n---\nupdated-dependencies:\n- dependen\n[…]\nxml\n  dependency-version: 6.1.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump lxml from 5.3.1 to 6.1.0 (#2175)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-12T20:33:53Z",
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          "is_coding_agent": false
        },
        {
          "oid": "d0af13e9f4a3b93fe1bf14d722f3d21e90068ac0",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.5.0 to 2.7.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.5.0...2.7.0)\n\n---\nupdated-dependenc\n[…]\nendency-version: 2.7.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump urllib3 from 2.5.0 to 2.7.0 (#2174)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-12T20:33:42Z",
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        {
          "oid": "7190a4bec1dd44757c61efe265a81e110202d5af",
          "body": "Bumps [pip](https://github.com/pypa/pip) from 26.0 to 26.1.\n- [Changelog](https://github.com/pypa/pip/blob/main/NEWS.rst)\n- [Commits](https://github.com/pypa/pip/compare/26.0...26.1)\n\n---\nupdated-dependencies:\n- dependency-name: pip\n  dependency-version: '26.1'\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pip from 26.0 to 26.1 (#2176)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-12T20:33:30Z",
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          "oid": "6beb3925382c9a44f5cf614ea9a153db02fb458d",
          "body": "tiktoken 0.11 ships no cp314 wheel, so installing griptape[all] on\nPython 3.14 falls back to an sdist build that requires Rust. tiktoken\n0.12 adds cp314_win_amd64 wheels.\n\nCo-authored-by: griptapeops[bot] <griptapeops[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump tiktoken floor to 0.12 (#2172)",
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          "author_login": "griptapeops[bot]",
          "committed_at": "2026-05-11T23:19:24Z",
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          "body": null,
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          "headline": "chore: bump v1.10.1 (#2168)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-05-07T19:36:18Z",
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        {
          "oid": "897e5f52162c4b9cb2149486922e24f481f19a81",
          "body": "…-7 (#2163)\n\n* fix: omit sampling params for models that deprecate them (claude-opus-4-7)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* refactor(anthropic): gate sampling params via supports_* properties\n\nMirrors the OpenAI driver convention by exposing supports_temperature, supports\n[…]\nuality check. Uses startswith(\"claude-opus-4-7\") so dated variants are covered.\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nCo-authored-by: Collin Dutter <collin@griptape.ai>",
          "is_bot": false,
          "headline": "fix(drivers-prompt-anthropic): omit sampling params for claude-opus-4…",
          "author_name": "Ian Massingham",
          "author_login": null,
          "committed_at": "2026-05-06T20:00:08Z",
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        {
          "oid": "98f2d8a4b0582c45e7bcede1231af69da02e20ce",
          "body": "- Mock trafilatura.fetch_url in tests/unit/tools/test_web_scraper.py so the\n  unit test no longer makes a real HTTP request to github.com, mirroring the\n  pattern already used in tests/unit/loaders/test_web_loader.py.\n- Register image/webp in griptape/utils/file_utils.py so mimetypes.guess_type\n  resolves .webp consistently on platforms (notably Windows) where it is not\n  registered by default.",
          "is_bot": false,
          "headline": "fix(tests): stop hitting network and register .webp mime type (#2166)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-05-06T19:45:39Z",
          "body_truncated": false,
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        },
        {
          "oid": "b2af96c6cc262c382bb154667642204e3a066e5b",
          "body": "* feat(drivers-prompt-google): migrate GooglePromptDriver to google-genai SDK\n\nRewrites GooglePromptDriver against the new unified `google-genai` SDK (`from\ngoogle import genai`). The client is now `genai.Client(api_key=...)`, calls go\nthrough `client.models.generate_content` and `generate_content_s\n[…]\niver's client.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: cjkindel <cjkindel@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor(google): migrate all Google drivers to google-genai SDK (#2155)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-30T16:21:55Z",
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        {
          "oid": "c14d41e86af63a9f74aa4a616195e36856758d04",
          "body": "Bumps the development-dependencies group with 2 updates: [ruff](https://github.com/astral-sh/ruff) and [mkdocs-section-index](https://github.com/oprypin/mkdocs-section-index).\n\n\nUpdates `ruff` from 0.15.10 to 0.15.11\n- [Release notes](https://github.com/astral-sh/ruff/releases)\n- [Changelog](https:/\n[…]\ne:semver-patch\n  dependency-group: development-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump the development-dependencies group with 2 updates (#2159)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-21T20:35:33Z",
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        {
          "oid": "c176edd22d61b3d940a2c33e3d5efaf9a2dc5e61",
          "body": "* fix: pass GH_RELEASE_PAT via token input in release workflow\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n* feat: allow manual dispatch of stable release workflow\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n* feat: allow manual dispatch of publish workflow\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: pass GH_RELEASE_PAT via token input in release workflow (#2158)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-20T19:55:49Z",
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        {
          "oid": "b1205238604272eac24e3c65a58daf600516fdf7",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump v1.10.0 (#2157)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-20T19:00:07Z",
          "body_truncated": false,
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        },
        {
          "oid": "8d01156b530272b7ef0a0c6bcd24385feb123362",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.10.0 to 6.10.2.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.10.0...6.10.2)\n\n---\nupdated-dependencies:\n- de\n[…]\nndency-version: 6.10.2\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pypdf from 6.10.0 to 6.10.2 (#2156)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-17T22:49:44Z",
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        {
          "oid": "867e3efc38c512a7eccc8570de7e9594bc048d4f",
          "body": "* fix(tasks): remove `values` envelope from LLM-facing tool schema\n\nThe `@activity` decorator unpacks `params[\"values\"]` into kwargs, so the\ntool schema wrapped the activity schema in `{\"values\": ...}`. LLMs\noccasionally re-wrapped their arguments to match, producing double-wrapped\ninputs like `{\"va\n[…]\nOpus 4.7 <noreply@anthropic.com>\n\n* style: apply ruff lint and format fixes\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tasks): remove `values` envelope from LLM-facing tool schema (#2154)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-17T19:17:03Z",
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          "body": "…153)\n\nMCP servers commonly expose tools with hyphens (e.g. `get-sum` on\n`@modelcontextprotocol/server-everything`), which fail Griptape's\nactivity-name regex when a prompt driver serializes the tool schema.\nReplace any non `[a-zA-Z0-9_]` character with `_` when registering the\nactivity, while preserving the original name for the MCP call itself.",
          "is_bot": false,
          "headline": "fix(tools-mcp): sanitize MCP tool names into valid activity names (#2…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-16T20:13:25Z",
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        {
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          "body": "…$id` (#2151)\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(drivers-prompt-openai): pass valid URI-reference as tool schema `…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-16T19:05:51Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7b2dc4d7e124aef6308e9fbf79db8c567269a294",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.9.2 to 6.10.0.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.9.2...6.10.0)\n\n---\nupdated-dependencies:\n- depe\n[…]\nndency-version: 6.10.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pypdf from 6.9.2 to 6.10.0 (#2145)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T20:17:34Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2eaf4645c767973d31495691dc724230d58571c6",
          "body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.6 to 46.0.7.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/46.0.6...46.0.7)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n  dependency-version: 46.0.7\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump cryptography from 46.0.6 to 46.0.7 (#2146)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T20:17:22Z",
          "body_truncated": false,
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        {
          "oid": "04ef28302a98ff4e33909d4586ea22acf1f1a400",
          "body": "Bumps [pillow](https://github.com/python-pillow/Pillow) from 12.1.1 to 12.2.0.\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\n- [Commits](https://github.com/python-pillow/Pillow/compare/12.1.1...12.2.0)\n[…]\nndency-version: 12.2.0\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pillow from 12.1.1 to 12.2.0 (#2144)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T20:02:48Z",
          "body_truncated": true,
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        {
          "oid": "9123322969bc65cf39af28185e0a92f7c72cd806",
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          "is_bot": false,
          "headline": "security: harden CommandRunner against shell injection and add unit t…",
          "author_name": "Rin",
          "author_login": "RinZ27",
          "committed_at": "2026-04-13T19:27:31Z",
          "body_truncated": false,
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        },
        {
          "oid": "5645f09e2b9bf0e0cac4cd428c0137f38d69fcff",
          "body": "Bumps the development-dependencies group with 3 updates: [pytest](https://github.com/pytest-dev/pytest), [ruff](https://github.com/astral-sh/ruff) and [typos](https://github.com/crate-ci/typos).\n\n\nUpdates `pytest` from 9.0.2 to 9.0.3\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n-\n[…]\ne:semver-patch\n  dependency-group: development-dependencies\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump the development-dependencies group with 3 updates (#2142)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T19:24:53Z",
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        },
        {
          "oid": "a67816c6f5a9afab60336b75534a7403b9e834d7",
          "body": "Bumps [softprops/action-gh-release](https://github.com/softprops/action-gh-release) from 2 to 3.\n- [Release notes](https://github.com/softprops/action-gh-release/releases)\n- [Changelog](https://github.com/softprops/action-gh-release/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/softprops/\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump softprops/action-gh-release from 2 to 3 (#2141)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-13T19:20:13Z",
          "body_truncated": true,
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        {
          "oid": "8090cfc8b6c41c81f024eebc9f5b88bf86a3e034",
          "body": "… 22 updates (#2138)\n\n* deps: bump the development-dependencies group across 1 directory with 22 updates\n\nBumps the development-dependencies group with 19 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [pytest](https://github.com/pytest-dev/pytest) | `8.3.5` | `9.0.2` |\n|\n[…]\nthub.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Collin Dutter <collin@griptape.ai>\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": true,
          "headline": "deps: bump the development-dependencies group across 1 directory with…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-07T16:04:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "65ce09a9b6e52ea40fc5d0af2b3a2484fcdf8d6e",
          "body": "Bumps [pillow](https://github.com/python-pillow/Pillow) from 11.3.0 to 12.1.1.\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\n- [Commits](https://github.com/python-pillow/Pillow/compare/11.3.0...12.1.1)\n[…]\nndency-version: 12.1.1\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pillow from 11.3.0 to 12.1.1 (#2134)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-06T23:34:09Z",
          "body_truncated": true,
          "is_coding_agent": false
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        {
          "oid": "8792147559261d46824a73eee8189054a4b68986",
          "body": "---\nupdated-dependencies:\n- dependency-name: aiohttp\n  dependency-version: 3.13.4\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump aiohttp from 3.11.13 to 3.13.4 (#2135)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-06T23:33:53Z",
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          "oid": "f231230129d62cfc29eb0d7e703e55bd620019c5",
          "body": "…(#2133)\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: pin pymdown-extensions>=10.17 for pygments 2.20.0 compatibility …",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-06T23:23:55Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4b3e2fe35683bf0b0a33d1ffdf147b733ef997b7",
          "body": "* chore: drop Python 3.9, set minimum to Python 3.10\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\n\n* ci: update workflows from Python 3.9 to 3.10\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\n\n* fix: handle types.UnionType in schema union detection\n\nCo-Authored-By: Claude Opus\n[…]\nh invocation now creates\nits own copy of the captured context under a lock.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: drop Python 3.9 support, set minimum to Python 3.10 (#2129)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-06T23:17:44Z",
          "body_truncated": true,
          "is_coding_agent": true
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        {
          "oid": "bd4f1c53c89424dc13a803db042eb48ce185f57f",
          "body": "Bumps [redis](https://github.com/redis/redis-py) from 5.2.1 to 6.2.0.\n- [Release notes](https://github.com/redis/redis-py/releases)\n- [Changelog](https://github.com/redis/redis-py/blob/master/CHANGES)\n- [Commits](https://github.com/redis/redis-py/compare/v5.2.1...v6.2.0)\n\n---\nupdated-dependencies:\n-\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump redis from 5.2.1 to 6.2.0 (#1978)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-03T20:59:55Z",
          "body_truncated": true,
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        },
        {
          "oid": "76605ba8442251818d1cec99125d61e7112238ce",
          "body": "Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "deps: bump requests from 2.32.4 to 2.33.1 (#2127)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-03T19:44:10Z",
          "body_truncated": false,
          "is_coding_agent": true
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        {
          "oid": "ae04f31f2d763997fa0fa172018b65bec5dfc5c8",
          "body": "---\nupdated-dependencies:\n- dependency-name: aiohttp\n  dependency-version: 3.13.4\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump aiohttp from 3.11.13 to 3.13.4 (#2101)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-03T18:11:04Z",
          "body_truncated": false,
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        {
          "oid": "f7d8bc4f6d9fcac8f40d051e4a0f9ad9951898bb",
          "body": "Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "deps: bump urllib3 from 2.5.0 to 2.6.3 (#2126)",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-03T18:08:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "3c23388c686195255ad820fe059489aca1d7fa60",
          "body": "Bumps [pip](https://github.com/pypa/pip) from 25.1.1 to 26.0.\n- [Changelog](https://github.com/pypa/pip/blob/main/NEWS.rst)\n- [Commits](https://github.com/pypa/pip/compare/25.1.1...26.0)\n\n---\nupdated-dependencies:\n- dependency-name: pip\n  dependency-version: '26.0'\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pip from 25.1.1 to 26.0 (#2122)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-03T17:42:07Z",
          "body_truncated": false,
          "is_coding_agent": false
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        {
          "oid": "02804488b4e3d16d1a3c2724b7ee75dd5f3e49fa",
          "body": "Bumps [pygments](https://github.com/pygments/pygments) from 2.19.1 to 2.20.0.\n- [Release notes](https://github.com/pygments/pygments/releases)\n- [Changelog](https://github.com/pygments/pygments/blob/master/CHANGES)\n- [Commits](https://github.com/pygments/pygments/compare/2.19.1...2.20.0)\n\n---\nupdate\n[…]\nts\n  dependency-version: 2.20.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pygments from 2.19.1 to 2.20.0 (#2124)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-03T17:40:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "94dc852619ce563c48aa0c16651c71bcff0886ca",
          "body": "Bumps [pynacl](https://github.com/pyca/pynacl) from 1.5.0 to 1.6.2.\n- [Changelog](https://github.com/pyca/pynacl/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/pynacl/compare/1.5.0...1.6.2)\n\n---\nupdated-dependencies:\n- dependency-name: pynacl\n  dependency-version: 1.6.2\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump pynacl from 1.5.0 to 1.6.2 (#2107)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-03T17:40:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42b4bdfc595c285bf9721b07fa118b499202ca47",
          "body": "Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.1.3 to 3.1.6.\n- [Release notes](https://github.com/pallets/werkzeug/releases)\n- [Changelog](https://github.com/pallets/werkzeug/blob/main/CHANGES.rst)\n- [Commits](https://github.com/pallets/werkzeug/compare/3.1.3...3.1.6)\n\n---\nupdated-depe\n[…]\neug\n  dependency-version: 3.1.6\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump werkzeug from 3.1.3 to 3.1.6 (#2121)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-03T17:39:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "39586ec9a586ca7cc9894b5b7037e6f33ddcdfd8",
          "body": "Bumps [marshmallow](https://github.com/marshmallow-code/marshmallow) from 3.26.1 to 3.26.2.\n- [Changelog](https://github.com/marshmallow-code/marshmallow/blob/dev/CHANGELOG.rst)\n- [Commits](https://github.com/marshmallow-code/marshmallow/compare/3.26.1...3.26.2)\n\n---\nupdated-dependencies:\n- dependen\n[…]\nndency-version: 3.26.2\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump marshmallow from 3.26.1 to 3.26.2 (#2123)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-03T17:39:47Z",
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        },
        {
          "oid": "ec749b982c702f7901b1062fb836447661fdb8b0",
          "body": "…missions (#2113)\n\nCo-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: resolve code scanning alert no. 8: Workflow does not contain per…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-03T17:28:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "413a4ce0e2cb2c8b41ee439938a02ea496ebefbc",
          "body": "…missions (#2117)\n\nCo-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: resolve code scanning alert no. 4: Workflow does not contain per…",
          "author_name": "Collin Dutter",
          "author_login": "collindutter",
          "committed_at": "2026-04-03T17:14:27Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ea3079aeaddf025a84216ec54b9ae82fa302a487",
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          "is_bot": true,
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          "body": "PythonRunner provides no sandbox isolation — Python's exec() injects\n__builtins__ into any globals dict, including an empty one. Adds a\nDeprecationWarning on run() and a docstring making this explicit.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
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        {
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          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 1.26.20 to 2.5.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/1.26.20...2.5.0)\n\n---\nupdated-depen\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "deps: bump urllib3 from 1.26.20 to 2.5.0 (#1980)",
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          "committed_at": "2026-03-26T15:33:47Z",
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                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.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": "good",
        "name": "Security",
        "value": 70,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 62,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "28 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 8",
                "points": 4,
                "status": "partial",
                "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": "92 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@1.11.0 runtime dependency closure — what installing the published package pulls in — 39 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@1.11.0",
                  "assessed": 39
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 39,
              "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": 39,
              "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": 15
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 67,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [
                "docs/griptape-framework/structures/agents.md"
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              "agent_instruction_max_bytes": 1036
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "docs/griptape-framework/structures/agents.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/griptape-framework/structures/agents.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "49 of 49 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 49,
                      "sampled": 49
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.26,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.48
            },
            "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": "26 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 26,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "48 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 48,
                      "sampled": 100
                    }
                  }
                ],
                "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": 1400087,
              "source_files_sampled": 1230,
              "oversized_source_files": 2
            },
            "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": "2/1230 source files over 60KB",
                "points": 54.9,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1230,
                      "oversized": 2
                    }
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                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "recipes"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "recipes",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "recipes"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T16:16:57.499688Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/griptape-ai/griptape.svg",
  "full_name": "griptape-ai/griptape",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.