公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-26 03:40 UTC

aws-solutions-library-samples / guidance-for-claude-code-with-amazon-bedrock

This Guidance demonstrates how organizations can implement secure enterprise authentication for Amazon Bedrock using industry-standard protocols and AWS services

Python · GoMIT-0★ 381 星标⑂ 151 复刻始于 2025年7月在 GitHub 上查看 ↗

aws-solutions-library-samples/guidance-for-claude-code-with-amazon-bedrock 的健康指数为 100 分中的 82 分,处于「良好」区间。 其得分最高的类别是Vitality(96/100),最低的是AI Readiness(71/100)。 最近一次更新在 1 天前。 近期的大部分工作由 2 位贡献者完成。

82
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。

82
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

717 关注者331 个公开仓库始于 2022年7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。

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?

96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 1 天前
29.1/36提交节奏 — 52 周中有 42 周有提交
18/18提交量 — 最近一年 684 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year684
human_commit_share0.93
days_since_last_push1
active_weeks_last_year42

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 1 天前
27/27发布节奏 — 约每 0.8 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count100
latest_release_tagv2.5.3-beta.7
releases_from_tags
days_since_latest_release1
mean_days_between_releases0.8
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?

77良好 · 占总体的 18%
评分方式
41.8/60星标 — 381 个星标
18.1/25复刻 — 151 个复刻
3.9/15关注者 — 6 位关注者
所用输入
forks151
stars381
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT-0)
18/18CONTRIBUTING 指南
13.5/13.5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?

71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
11.6/22.5提交分布 — 头号贡献者编写了 48% 的提交
13.5/13.5贡献者广度 — 38 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 9 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled38
top_contributor_share0.485
评分方式
44.7/46.8议题解决 — 96% 的议题已关闭
27.2/38.3PR 接受 — 已裁定的 PR 中 394/554 已合并
12/15OpenSSF Scorecard:Code-Review — Found 21/25 approved changesets -- score normalized to 8
所用输入
merged_prs394
open_issues10
closed_issues224
issue_closed_ratio0.957
closed_unmerged_prs160
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
20.5/25所有者影响力 — aws-solutions-library-samples 有 717 位关注者
21/25既往记录 — 331 个公开仓库,账户约 4 年
所用输入
followers717
owner_typeOrganization
is_verified
owner_loginaws-solutions-library-samples
public_repos331
account_age_days1,465

工程质量

基础的工程与文档实践是否到位?

90优秀 · 占总体的 20%

工程实践

90优秀
评分方式
24/24CI 工作流 — 20 个工作流
24/24存在测试
16/16Linter 配置 — ruff.toml
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
16/20OpenSSF Scorecard:CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8
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://aws.amazon.com/solutions/guidance/claude-code-with-amazon-bedrock/
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepagehttps://aws.amazon.com/solutions/guidance/claude-code-with-amazon-bedrock/
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?

75良好 · 占总体的 16%

安全态势

69中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2/2.5CI-Tests — 25 out of 29 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5Code-Review — Found 21/25 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 9 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 — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
3.5/5SAST — SAST tool is not run on all commits -- score normalized to 7
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.9
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
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
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
advisories6
affected_packages4
assessed_packages119
unassessed_packages0
affected_by_severityhigh 1, moderate 2, unknown 1
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 119 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 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。

71良好 · 占总体的 0%
评分方式
45/45代理指令 — CLAUDE.md, deployment/CLAUDE.md, deployment/infrastructure/lambda-functions/CLAUDE.md, docs/CLAUDE.md, source/CLAUDE.md, source/go/CLAUDE.md, source/go/cmd/CLAUDE.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 93 次人类提交中有 92 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_share0.989
agent_instruction_filesCLAUDE.md, deployment/CLAUDE.md, deployment/infrastructure/lambda-functions/CLAUDE.md, docs/CLAUDE.md, source/CLAUDE.md, source/go/CLAUDE.md, source/go/cmd/CLAUDE.md
agent_instruction_max_bytes3,292
评分方式
18/18一条命令的引导启动 — source/go/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — ruff.toml
0/11静态类型检查
10/10可复现环境 — lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 10 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 7 次为自动依赖更新
1/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
所用输入
has_nix
has_tests
lockfilesgo.sum, poetry.lock
has_dockerfile
typed_language
bootstrap_filessource/go/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.1
toolchain_manifestssource/go/go.mod
dependency_bot_commit_share0.07
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
53.4/55可控的文件大小 — 采样的 277 个源文件中有 8 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes207,756
source_files_sampled277
oversized_source_files8

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 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_files

关键数据

381GitHub 星标
38贡献者
684最近 12 个月提交数
1距最近推送天数
100发布版本数
2巴士系数(bus factor)
10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
  • Could not fetch pypi package 'claude-code-with-bedrock' from its registry

更多细节

Star 与 Fork 历史 0 ★ / 151 ⇿
0Star
151Fork
96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。

025507510012515014852025-072026-012026-07
主版本 0次版本 1修订 2
OpenSSF Scorecard 6.9 / 10
6.9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 · 2026-07-26 03:40 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
8CI-Tests25 out of 29 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 21/25 approved changesets -- score normalized to 8
10Contributorsproject has 9 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
7SASTSAST tool is not run on all commits -- score normalized to 7
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
直接依赖 21
注册表软件包版本约束清单文件
PyPIboto3^1.42.88source/pyproject.toml
PyPIrequests^2.33.1source/pyproject.toml
PyPIPyJWT^2.8.0source/pyproject.toml
PyPIkeyring^24.0.0source/pyproject.toml
PyPIcryptography>=44.0.1source/pyproject.toml
PyPIcleo^2.0.0source/pyproject.toml
PyPIrich>=14.3.3,<16.0.0source/pyproject.toml
PyPIpydantic^2.12.5source/pyproject.toml
PyPIpyyaml^6.0source/pyproject.toml
PyPIquestionary^2.1.1source/pyproject.toml
PyPIcfn-flip^1.3.0source/pyproject.toml
Gogithub.com/99designs/keyringv1.2.2source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2v1.41.4source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.12source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/cognitoidentityv1.33.21source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.41.9source/go/go.mod
Gogithub.com/pkg/browserv0.0.0-20240102092130-5ac0b6a4141csource/go/go.mod
Gogopkg.in/ini.v1v1.67.1source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.12source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.30.13source/go/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.35.17source/go/go.mod
全部依赖 119

来自 GitHub 依赖图的完整解析依赖集合:21 个直接依赖与 98 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
Gogithub.com/99designs/keyringv1.2.2直接
Gogithub.com/aws/aws-sdk-go-v2v1.41.4直接
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.12直接
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.12直接
Gogithub.com/aws/aws-sdk-go-v2/service/cognitoidentityv1.33.21直接
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.30.13直接
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.35.17直接
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.41.9直接
Gogithub.com/pkg/browserv0.0.0-20240102092130-5ac0b6a4141c直接
Gogopkg.in/ini.v1v1.67.1直接
PyPIboto31.43.51直接
PyPIcfn-flip1.3.0直接
PyPIcleo2.1.0直接
PyPIcryptography49.0.0直接
PyPIkeyring25.7.0直接
PyPIpydantic2.13.4直接
PyPIpyjwt2.13.0直接
PyPIpyyaml6.0.3直接
PyPIquestionary2.1.1直接
PyPIrequests2.34.2直接
PyPIrich15.0.0直接
Gogithub.com/99designs/go-keychainv0.0.0-20191008050251-8e49817e8af4间接
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.20间接
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.20间接
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.20间接
Gogithub.com/aws/aws-sdk-go-v2/internal/iniv1.8.6间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.7间接
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.20间接
Gogithub.com/aws/aws-sdk-go-v2/service/signinv1.0.8间接
Gogithub.com/aws/smithy-gov1.24.2间接
Gogithub.com/danieljoos/wincredv1.1.2间接
Gogithub.com/dvsekhvalnov/jose2gov1.7.0间接
Gogithub.com/godbus/dbusv0.0.0-20190726142602-4481cbc300e2间接
Gogithub.com/gsterjov/go-libsecretv0.0.0-20161001094733-a6f4afe4910c间接
Gogithub.com/mtibben/percentv0.2.1间接
Gogolang.org/x/sysv0.3.0间接
Gogolang.org/x/termv0.3.0间接
PyPIaltgraph0.17.4间接
PyPIannotated-types0.7.0间接
PyPIast-serialize0.6.0间接
PyPIattrs25.3.0间接
PyPIaws-sam-translator1.111.0间接
PyPIbackports-tarfile1.2.0间接
PyPIblack26.5.1间接
PyPIbotocore1.43.51间接
PyPIcertifi2025.6.15间接
PyPIcffi2.0.0间接
PyPIcfgv3.4.0间接
PyPIcfn-lint1.53.0间接
PyPIcharset-normalizer3.4.2间接
PyPIclick8.2.1间接
PyPIcolorama0.4.6间接
PyPIcoverage7.13.5间接
PyPIcrashtest0.4.1间接
PyPIdistlib0.4.0间接
PyPIexceptiongroup1.3.0间接
PyPIfilelock3.20.3间接
PyPIidentify2.6.13间接
PyPIidna3.10间接
PyPIimportlib-metadata8.7.0间接
PyPIiniconfig2.1.0间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.4.0间接
PyPIjeepney0.9.0间接
PyPIjmespath1.0.1间接
PyPIjsonpatch1.33间接
PyPIjsonpointer3.0.0间接
PyPIjsonschema4.25.0间接
PyPIjsonschema-specifications2025.4.1间接
PyPIlibrt0.13.0间接
PyPImacholib1.16.3间接
PyPImarkdown-it-py3.0.0间接
PyPImdurl0.1.2间接
PyPImore-itertools10.7.0间接
PyPImpmath1.3.0间接
PyPImypy2.3.0间接
PyPImypy-extensions1.1.0间接
PyPInetworkx3.4.2间接
PyPInodeenv1.9.1间接
PyPInuitka4.1.3间接
PyPIordered-set4.1.0间接
PyPIpackaging25.0间接
PyPIpathspec1.0.4间接
PyPIpefile2023.2.7间接
PyPIplatformdirs4.3.8间接
PyPIpluggy1.6.0间接
PyPIpre-commit4.6.0间接
PyPIprompt-toolkit3.0.51间接
PyPIpycparser2.22间接
PyPIpydantic-core2.46.4间接
PyPIpygments2.20.0间接
PyPIpyinstaller6.21.0间接
PyPIpyinstaller-hooks-contrib2026.6间接
PyPIpytest9.1.1间接
PyPIpytest-cov7.1.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpytokens0.4.1间接
PyPIpywin32-ctypes0.2.3间接
PyPIrapidfuzz3.13.0间接
PyPIreferencing0.36.2间接
PyPIregex2025.7.34间接
PyPIrpds-py0.27.0间接
PyPIruff0.15.22间接
PyPIs3transfer0.19.0间接
PyPIsecretstorage3.3.3间接
PyPIsetuptools80.9.0间接
PyPIsix1.17.0间接
PyPIsympy1.14.0间接
PyPItomli2.2.1间接
PyPItypes-requests2.33.0.20260712间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPIurllib32.7.0间接
PyPIvirtualenv20.36.1间接
PyPIwcwidth0.2.13间接
PyPIyamllint1.38.0间接
PyPIzipp3.23.0间接
PyPIzstandard0.25.0间接
依赖安全公告 4

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 119 个包,其中也包含从不交付的开发与测试版本固定:4 个存在已知公告,0 个为直接依赖。

软件包版本关系严重程度公告数修复版本
click8.2.1间接18.3.3
idna3.10间接23.15
setuptools80.9.0间接283.0.0
golang.org/x/sysv0.3.0间接未知10.44.0

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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          "committed_at": "2026-07-16T16:15:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c61b5e7fdacd192ae93cf672140645057daca70b",
          "body": "…#789)\n\nWhy\nAdmins using the Google provider had to hand-edit\n~/.ccwb/profiles/<profile>.json to add client_secret. The Go\ncredential-process reads it from config.json and `ccwb package` ships it,\nbut `ccwb init` never prompted for it — the only client_secret prompt was\ngated on provider_type == \"az\n[…]\nent_secret.py: add save-persist and reload round-trip\n  regression tests (verified failing without the fix, passing with it);\n  strengthen the wizard-prompt assertion that previously passed vacuously.",
          "is_bot": false,
          "headline": "fix(init): collect and persist Google OAuth client_secret in wizard (…",
          "author_name": "Sebastien",
          "author_login": "scouturier",
          "committed_at": "2026-07-16T14:02:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ea299c0e32c2231a751910092c8d28f02268167b",
          "body": "Admins wiring group-based quota policies, cost attribution, or OTEL\nidentity mapping need to see exactly what claims their IdP puts in the\nID token (\"is Okta actually sending groups? under which claim name?\").\nThe Go binary only exposed slices of the token (--show-tags for the\nprincipal-tags claim, \n[…]\n surfaces, including\ngroups and custom:* claims, with no network) and pin the flag\nregistration.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(credential-process): add --show-claims IdP claim diagnostic (#780)",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:34:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b8ba706c3a369eafa33ffc1486b9b64481f572ea",
          "body": "…ard (#776)\n\nClaude Opus 4.8 is available in AWS GovCloud (US) as of 2026-05:\nin-region in us-gov-west-1 and geo-routed from us-gov-east-1 via the\nus-gov CRIS prefix. Add the opus-4-8-govcloud registry entry\n(us-gov.anthropic.claude-opus-4-8, both regions as entry points).\n\nThe wizard also becomes p\n[…]\nncluding the no-commercial-fallback invariant, and\nthat commercial tier resolution is unchanged.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(models): Claude Opus 4.8 in GovCloud + partition-aware model wiz…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:34:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "983559d7bc3906f09b640a0f0dfe6983e959d23f",
          "body": "… Windows (#774)\n\n* fix(otel): start collector sidecar from Go helper, split log files on Windows\n\nTwo bugs left sidecar mode broken on Windows:\n\n1. otel-helper.ps1 redirected the collector's stdout AND stderr to the\n   same collector.log. Start-Process rejects that on Windows (\"same file\n   for red\n[…]\neaches the\ncollector process.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(otel): start collector sidecar from Go helper, split log files on…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:34:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "507b0a21dd99f7af4ee36da681d886d5c30de49a",
          "body": "The init wizard offers cost-based quota (\"$ budget per user\n[recommended]\") and collects monthly/daily budgets — but the answers\nwere dropped at every hop, so cost mode silently deployed NO enforcement\nat all:\n\n- No Profile fields existed for limit type or cost limits: the wizard's\n  values never re\n[…]\nr cost alert\nlevels, the zero-token-limit alert-storm guard, and the daily cost\nstale-day guard.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(quota): wire cost-based quota end-to-end (#778)",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:33:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2efcc2124b3229b1ae0d40f996abf03b86b1d9d7",
          "body": "validate_profile_for_packaging warned \"Monitoring enabled but no\notel_collector_endpoint configured\" at the top of EVERY sidecar\npackage run. Sidecar profiles never have that field by design — the\npackaged settings hardcode the local collector at http://localhost:4318\nand there is no ALB endpoint to\n[…]\nclean, and monitoring-disabled cases (the packaging validators\npreviously had no test coverage).\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(package): suppress sidecar endpoint warning (#779)",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:33:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a57dcefc486dbce83a34133f63915d747cd05065",
          "body": "…t-1 probe (#777)\n\nThe orphaned-stack check probes CloudFormation for every stack type not\nin the deploy plan. websearch's home region defaults to us-east-1 (the\nmanaged connector is commercial-only), so a GovCloud deploy called a\nCOMMERCIAL-partition CloudFormation endpoint — unreachable from typic\n[…]\nstill probe the websearch\nregion, connection errors don't abort, and orphans are still detected.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(deploy): orphaned-stack check crashed GovCloud deploys via us-eas…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:33:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d5a94f987c98bde0b41f1f07be406d5243e649d5",
          "body": "questionary.Choice treats value=None as \"no value given\" and falls back\nto the choice TITLE. Three wizard choices were built that way, so\nselecting them stored truthy title strings instead of None:\n\n- Distribution \"Disabled\" → enable_distribution=True with\n  distribution_type=\"Disabled\". Deploy then\n[…]\nfile), and add a\nsource guard rejecting any future questionary.Choice(value=None) in the\nwizard.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(init): wizard Disabled/Skip choices saved titles not None (#775)",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-15T21:33:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dda567366afe9015e7664d3141725c5e5c88f625",
          "body": "The file's on-disk content was a raw `git show` dump — a commit\nmessage header, diff hunk headers, and every content line prefixed\nwith `+` — instead of the rendered Markdown. GitHub displayed the\nmetadata and `+` prefixes literally, mangling the page.\n\nReplace with the intended Markdown (the diff body with metadata and\n`+` prefixes stripped); content is otherwise unchanged.",
          "is_bot": false,
          "headline": "docs(websearch): fix WEB_SEARCH.md committed as a git-show dump (#788)",
          "author_name": "Sebastien",
          "author_login": "scouturier",
          "committed_at": "2026-07-15T21:31:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04415202083300dba0ceec9eb77d59406e93dee9",
          "body": "…inline args) (#787)\n\n* fix(cowork): point inferenceCredentialHelper at a wrapper script (no inline args)\n\nClaude Desktop runs the inferenceCredentialHelper executable 'at the configured\npath with no arguments' (per Anthropic's credential-helper docs). #733 set the\nvalue to 'credential-process --des\n[…]\napper path converts .sh->.cmd without\nappending .exe or splitting on spaces, and is a no-op for non-placeholder values.\nPreviously only covered indirectly via generate_reg_file/generate_intune_script.",
          "is_bot": false,
          "headline": "fix(cowork): point inferenceCredentialHelper at a wrapper script (no …",
          "author_name": "Sebastien",
          "author_login": "scouturier",
          "committed_at": "2026-07-14T21:25:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d60dc84e2778d4f7a0ead8e96c4ad01d78eab806",
          "body": "… (#785)\n\nCoWork 3P (credential-process --desktop, #733) emits a Bedrock bearer token,\nwhich requires bedrock:CallWithBearerToken on the role. b44bd1d added it to the\nother auth templates but missed bedrock-auth-google.yaml, so Google-auth CoWork\ndeployments 403 with 'Invalid API Key format'. Add it to both invoke statements\nto match the other providers.\n\nFixes #784",
          "is_bot": false,
          "headline": "fix(auth): grant bedrock:CallWithBearerToken on Google federated role…",
          "author_name": "Sebastien",
          "author_login": "scouturier",
          "committed_at": "2026-07-14T21:25:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3ca30eeab09964ff4bb96255728135805c469cb",
          "body": null,
          "is_bot": false,
          "headline": "chore: target dependabot PRs to beta branch",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-11T23:37:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed33118758fe42ce22b023a22a2946ad94c95602",
          "body": null,
          "is_bot": false,
          "headline": "chore: target dependabot PRs to beta branch (#772)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-11T23:36:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bfc745866ef5eee4d856d584f5e24dfc4d20846",
          "body": "…#766)\n\nThe otel-helper resolved its profile ONLY from the AWS_PROFILE env var,\nso there was no way to pin the helper to a specific profile, and the\npackaged Claude Code settings gave otelHeadersHelper no profile at all —\nunlike AWS_CREDENTIAL_PROCESS and awsAuthRefresh, which already pass\n--profile\n[…]\nelper.cmd forwarded args,\n  and shadowed the automatic $PROFILE variable — renamed $ProfileName)\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(otel): honor supplied --profile across all otel-helper variants (…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-11T23:31:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "75c4097992e0d5bca9c677539d0c67666e43ac99",
          "body": "… (#769)\n\nBumps the pip-version-updates group in /source with 4 updates: [boto3](https://github.com/boto/boto3), [ruff](https://github.com/astral-sh/ruff), [mypy](https://github.com/python/mypy) and [cfn-lint](https://github.com/aws-cloudformation/cfn-lint).\n\n\nUpdates `boto3` from 1.43.40 to 1.43.46\n[…]\nupdate:semver-minor\n  dependency-group: pip-version-updates\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 pip-version-updates group in /source with 4 updates…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-11T23:31:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e19093ab2999ef231de170e68be289dff5dc1b1e",
          "body": "…s (#765)\n\nThe PowerShell merge one-liner in the generated install.bat rendered with\ndoubled braces (f-string '{{{{' -> '{{'), so PowerShell parsed the foreach\nbody as a scriptblock LITERAL that was never invoked: an existing\n~/.claude/settings.json was rewritten unchanged and the new settings were\n\n[…]\nthe\nreal merge command under PowerShell verifying new keys land and user\ncustomizations survive.\n\nCo-authored-by: Steven <steven.buxton@ent0.com>\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(package): make install.bat actually merge existing Claude setting…",
          "author_name": "Steven",
          "author_login": "wantmys2000",
          "committed_at": "2026-07-11T23:21:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d502f3094d84236aeee57b8df5c2bf9eb39c429c",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'upstream/main' into beta",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-10T23:44:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b574e9a107b6f6322b731d9c4df7cd7fe52781b",
          "body": "This repository is now in maintenance mode (best-efforts). For new\nClaude Code deployments on Bedrock, users should evaluate Claude Apps\nGateway as the first-party solution. The reference solution remains\nuseful for Claude Desktop, IDC auth, historical analytics, and\nmulti-platform packaging until those gaps are addressed upstream.",
          "is_bot": false,
          "headline": "docs: add maintenance mode notice, recommend Claude Apps Gateway (#770)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-10T23:43:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d0e97d960ca1e0981450aeb03fcc7c1130e7937",
          "body": "…remove ~/.aws/credentials stanza instead of writing EXPIRED placeholder (#768)\n\nclearCache() runs when quota enforcement blocks a user (and on auth\nfailures). It wrote a static EXPIRED credential stanza into\n~/.aws/credentials — a file that outranks credential_process in the AWS\nSDK resolution chai\n[…]\nad of writing the EXPIRED placeholder\n- IsExpiredDummy() and its callers are kept so binaries stay tolerant\n  of files poisoned by older builds\n\nFixes #767\n\nCo-authored-by: Your Name <you@example.com>",
          "is_bot": false,
          "headline": "fix(credential-process): quota-blocked users recover automatically — …",
          "author_name": "sg-nitd",
          "author_login": "sg-nitd",
          "committed_at": "2026-07-10T23:39:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b07e01616161347f6d95829bf38449cb82ad37d2",
          "body": "…#764)\n\nAdmins distributing packages from dist/<profile>/<timestamp> have no way\nto tell which distribution each user is actually running. Stamp the dist\nfolder timestamp into the generated settings.json as a settings_version\nresource attribute so every user's telemetry carries the installed\npackage\n[…]\nsignal.\n\nCovers both the standard package command and the CodeBuild variant,\nincluding the regenerate-installers path. Custom telemetry attributes\nentered in the wizard still get the version appended.",
          "is_bot": false,
          "headline": "feat(package): stamp settings_version into OTEL_RESOURCE_ATTRIBUTES (…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-08T12:51:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fe87648497cb619109ffa254fd7b0a92d91714f",
          "body": "ccwb package copied every extra_files entry into the build folder\nregardless of --target-platform, so a single-platform package shipped\nfiles targeted only at other platforms. The superset design assumed\ndistribute always filters later, but the package folder itself is the\ndeliverable when admins sh\n[…]\nurce no\n  longer fails the build, applicable entries still fail fast\n- tests: regression coverage for the windows-extra-in-macos-build case,\n  skipped-entry missing source, and the matcher truth table",
          "is_bot": false,
          "headline": "fix(package): filter extra_files by --target-platform (#763)",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-08T12:27:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5541818d31489d6232251dd611db169a6b1af815",
          "body": "… (#762)\n\nThe Go credential-process exchanged and cached AWS credentials on the\nsilent-refresh and refresh_token paths before consulting the quota API,\nand skipped the check entirely when the monitoring token could not be\nre-read from storage. Over-quota users with a refresh path available\nkept rece\n[…]\n first. performQuotaRecheck uses the\nin-scope fresh id_token instead of re-reading storage, closing the\nsilent fail-open for IdPs issuing id_tokens shorter than the 10-minute\ncache buffer.\n\nFixes #761",
          "is_bot": false,
          "headline": "fix(quota): enforce quota before STS exchange on silent refresh paths…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-08T08:41:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "19cd03512e7deef1cfdf07744af9d9a2aff59424",
          "body": "… not \"chart\" (#760)\n\n## Why\n`ccwb deploy` fails on the cowork-dashboard stack. CloudWatch rejects the\ndashboard body with 18 validation errors and the stack rolls back, so admins\nnever get the CoWork telemetry dashboard.\n\nSix widgets use PromQL queries (properties.data.queries) but are declared as\n\n[…]\narray, chart widgets never use metric-only\n  view/stacked keys.\n\nVerified: DashboardBody parses as valid JSON, cfn-lint passes, 12 tests pass.\n\nFixes #759\n\nCo-authored-by: Qing Liu <qnamzn@amazon.com>",
          "is_bot": false,
          "headline": "fix: cowork-dashboard deploy fails — PromQL widgets typed as \"metric\"…",
          "author_name": "Qing Liu",
          "author_login": "qing-at-work",
          "committed_at": "2026-07-08T02:11:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d7b435fec3bff350e304d8c2c8c0ed03c124da3d",
          "body": "…elta metric) (#754)\n\nToken usage queries returned near-zero because increase() assumes cumulative temporality, but claude_code.token.usage is exported with DELTA temporality (sawtooth pattern). increase() interprets down-steps as counter resets → empty results → quota freezes.\n\nFix: Replace increas\n[…]\nll 5 PromQL queries. sum_over_time simply sums datapoints in the window — correct for delta-temporality series.\n\n3 regression tests verifying query construction uses sum_over_time.\n\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "fix(quota): aggregate token usage with sum_over_time, not increase (d…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-07T11:49:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "35093c6f5ddfb8e50b930da42126d72b61161ba7",
          "body": "… (#756)\n\nCache-write tokens were silently priced at $0 because the camelCase→snake_case conversion only handled 'cacheRead' via str.replace(), missing 'cacheCreation' entirely.\n\nFix: Replace the single-case str.replace() hack with TOKEN_TYPE_TO_RATE_KEY dict mapping all four metric types (input, output, cacheRead, cacheCreation) to their pricing.py rate keys (input, output, cache_read, cache_write).\n\n2 regression tests verifying correct pricing for all token types.\n\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "fix(quota): price cache-write (cacheCreation) tokens in cost estimate…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-07T11:48:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d68b929fd740c687fd2eb56e4f1317fa53a745f4",
          "body": "Instead of requiring admins to discover scripts/prepare-offline-go-bundle.sh\nindependently, expose the offline bundle preparation via:\n\n  ccwb package --prepare-offline\n\nThis makes the feature discoverable via --help and enables a helpful error\nmessage when OCB download fails in air-gapped environme\n[…]\nd machine first.'\n\nThe underlying script is unchanged — the flag is a thin wrapper that calls\nit with the correct working directory.\n\nCo-authored-by: wantmys2000 <wantmys2000@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(package): add --prepare-offline flag for air-gapped builds (#753)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-07T11:27:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "11fa77f02e2c53dc487a6fc93e7c212445815493",
          "body": "Adds declarative extra_files support to package and distribute commands, allowing users to bundle additional files (hooks, scripts, configs) alongside the Claude Code binary without manual post-processing.\n\n- Profile config: extra_files list with src/dest/required fields\n- Package: copies validated \n[…]\ng\n- Distribute: includes extra files in upload manifest\n- Init wizard: optional step to configure extra_files\n- 5 unit tests covering copy, validation, missing source, nested paths\n\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "feat: declarative extra_files for package + distribute (#744)",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-07T10:48:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f73770f4b7a4a457e85ec3949a9d7ba805e6ba97",
          "body": "…o silent bearer refresh works (#749)\n\nFixes silent telemetry loss (~29% of OTLP batches dropped) caused by three interacting issues:\n\n1. providerType was unresolved (empty string) when --get-monitoring-token dispatched, causing TokenEndpointURL to return '' and RefreshTokenExchange to fail with 'un\n[…]\nken clears token\n- Reject empty/relative URLs with non-definitive error before POST\n\n15 new/updated tests covering error classification, clear/retain behavior, and port resolution.\n\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "fix(otel): resolve OIDC provider type before --get-monitoring-token s…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-07T10:46:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a54d245ca5d35c45fa4d87bd1613ca121bd8af00",
          "body": "Bumps the pip-version-updates group in /source with 1 update: [boto3](https://github.com/boto/boto3).\n\n\nUpdates `boto3` from 1.43.38 to 1.43.40\n- [Release notes](https://github.com/boto/boto3/releases)\n- [Commits](https://github.com/boto/boto3/compare/1.43.38...1.43.40)\n\n---\nupdated-dependencies:\n- \n[…]\nupdate:semver-patch\n  dependency-group: pip-version-updates\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 boto3 from 1.43.38 to 1.43.40 (#747)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-04T12:23:18Z",
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        },
        {
          "oid": "e5e0ccac4ce7772469d906b089d10c27fb96f99f",
          "body": "Three bugs made monthly/daily cost-based quota enforcement silently fail:\n\n1. get_user_usage() didn't include estimated_cost or daily_cost_usd in return dict\n2. get_policy() didn't include monthly_cost_limit or daily_cost_limit in return dict\n3. Enforcement read 'cost_usd' (in-memory variable name) \n[…]\net_policy() returns, correct attribute name lookup.\n\n3 regression tests added. Backward compatible — token-only users unaffected (cost checks guarded by limit > 0).\n\nCloses #746\nReported-by: @jerehops",
          "is_bot": false,
          "headline": "fix(quota): cost-based enforcement reads correct DDB attributes (#748)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-04T02:32:22Z",
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        },
        {
          "oid": "ff270be2bdd2a3c32ff6b9642e989158af80a6a5",
          "body": "… (#745)\n\n* fix(package): default OTEL department to \"default\" not \"engineering\"\n\nThe packaged Claude Code settings.json fell back to\n\"department=engineering\" when no OTEL_RESOURCE_ATTRIBUTES were\nconfigured. \"engineering\" is not a safe assumption for every\ndeployment and silently mislabels telemetr\n[…]\nd regression tests that drive the OIDC step and assert a typed value\nis honored and that re-running with the default retains the prior value.\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(init): let users set max_session_duration and retain it on re-run…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-03T23:30:53Z",
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        },
        {
          "oid": "ad9be390ffea4cf87cf7bb530d34ed8ffa88a452",
          "body": null,
          "is_bot": false,
          "headline": "fix: stable badge shows 'invalid' — add filter to exclude beta tags",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:29:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a45f168ed1ea48f12913406eeabff2c6380a7a1",
          "body": "The shields.io stable badge was showing 'invalid' because it couldn't\nresolve the latest release from the large number of beta pre-release\ntags. Adding filter=v*.*.* excludes beta tags from the query.",
          "is_bot": false,
          "headline": "chore: bump version to 2.5.2, fix stable badge (add filter)",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:28:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "731dcf85afdea6f8e77cd49987984a075774eb6e",
          "body": "Release v2.5.1: Web search integration, bootstrap server, dashboard improvements",
          "is_bot": false,
          "headline": "Merge pull request #742 from aws-solutions-library-samples/beta",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:20:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e35d3bb74f7b7fcb9476a22ea3900f694e954a0",
          "body": "…snippet\n\nThe _extract_install_bat() was matching the first @echo off in\npackage.py (a small websearch-headers.cmd snippet) instead of the\nmain installer. Now requires SETLOCAL on the next line to identify\nthe correct installer block.",
          "is_bot": false,
          "headline": "fix(test): installer extraction finds main install.bat not websearch …",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:20:03Z",
          "body_truncated": false,
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        },
        {
          "oid": "ba4ff203b49e1d84772ce9e2c12958e9fd312d06",
          "body": "…teway)",
          "is_bot": false,
          "headline": "style: ruff format 3 files (cowork_3p, test_models, test_websearch_ga…",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:16:39Z",
          "body_truncated": false,
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        },
        {
          "oid": "ebc25b6ef19a10c1969b2a2ab301a378b0c65477",
          "body": null,
          "is_bot": false,
          "headline": "merge: sync main into beta (keep beta README)",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:14:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "472356a84aa2ed8835ab7388a4ed6a971cbab45d",
          "body": "Adds RESOURCE_INVENTORY.md documenting all AWS resources created per CloudFormation stack, for customers planning IAM/SCP exemptions.\n\nCovers all 20 stacks: auth (6 provider variants + IDC), networking, s3bucket, monitoring (otel-collector), dashboard, cowork-dashboard, analytics, quota, codebuild, \n[…]\ntstrap (device-code + oidc-bearer), websearch, cognito-user-pool, logs-insights-queries.\n\nIncludes per-stack IAM actions required for deployment and SCP namespace summary (minimal vs full deployment).",
          "is_bot": false,
          "headline": "docs: add per-stack AWS resource inventory for SCP planning (#416)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T10:12:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "027fe7cb9d89295e034ece2b095b70bf206a9696",
          "body": "Adds an 'Avg Cost Per Turn (USD)' panel at (x=12, y=12) — fills the\nempty right half of the aggregate row. Shows cost/turn ratio over time,\nuseful for spotting cost efficiency changes (model upgrades, cache hits).\n\nPromQL: sum(cost.usage) / sum(session.turns)",
          "is_bot": false,
          "headline": "fix(dashboard): add Avg Cost Per Turn panel to fill layout gap (#741)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T09:51:44Z",
          "body_truncated": false,
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        },
        {
          "oid": "6320766ffb6f63cde7bb46670d26512e55f1b934",
          "body": "…#740)\n\nAdds per-user breakdown panels to the CoWork CloudWatch dashboard:\n- Top Users by Token Usage (stacked time-series, topk 10)\n- Estimated Cost by User (USD) (stacked time-series)\n- Session Turns by User (stacked time-series)\n- Cost by Model (stacked time-series)\n- Active Users count (single-v\n[…]\nng user_email and model dimensions from metric filters.\nAll PromQL queries use topk(10,...) for bounded cardinality.\nNote: LAM mode events don't emit user_email — noted in section header.\n\nCloses #739",
          "is_bot": false,
          "headline": "feat(dashboard): add per-user cost/token panels to CoWork dashboard (…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T09:41:03Z",
          "body_truncated": true,
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        },
        {
          "oid": "10e46f6b3a4569bc734abe8a5e059d56dc3e7e76",
          "body": "…directory with 6 updates (#728)\n\nBumps the pip-version-updates group with 6 updates in the /source directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [boto3](https://github.com/boto/boto3) | `1.43.29` | `1.43.38` |\n| [pytest](https://github.com/pytest-dev/pytest) | `9.0.3` | `9.1.1` |\n| [nui\n[…]\nip-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: wirjo <daniel@wirjo.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update pip: bump the pip-version-updates group across 1 …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-03T08:04:21Z",
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          "is_coding_agent": false
        },
        {
          "oid": "081a0e98ac9be9b4fdb128341888c369a3facfbf",
          "body": "…pdates group across 1 directory with 10 updates (#727)\n\nBumps the github-actions-version-updates group with 10 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [actions/checkout](https://github.com/actions/checkout) | `4` | `7` |\n| [aws-actions/configure-aws-credentials](h\n[…]\nns-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: wirjo <daniel@wirjo.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update github-actions: bump the github-actions-version-u…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-03T08:04:18Z",
          "body_truncated": true,
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        },
        {
          "oid": "833699b923892988454e067d88420ac16716fbb5",
          "body": "…(#578)\n\nBumps [pyjwt](https://github.com/jpadilla/pyjwt) from 2.12.1 to 2.13.0.\n- [Release notes](https://github.com/jpadilla/pyjwt/releases)\n- [Changelog](https://github.com/jpadilla/pyjwt/blob/master/CHANGELOG.rst)\n- [Commits](https://github.com/jpadilla/pyjwt/compare/2.12.1...2.13.0)\n\n---\nupdate\n[…]\nndency-version: 2.13.0\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": "chore(deps): update pip: bump pyjwt from 2.12.1 to 2.13.0 in /source …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-03T08:04:15Z",
          "body_truncated": true,
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        },
        {
          "oid": "8c5081d3879a12b447c7b4c9af6e2065586f0fca",
          "body": "…#738)\n\nBoth models are now available via EU cross-region inference:\n- eu.anthropic.claude-opus-4-8\n- eu.anthropic.claude-opus-4-7\n\nRegions: eu-central-1, eu-north-1, eu-south-1, eu-south-2, eu-west-1, eu-west-3\n\nVerified via `aws bedrock list-inference-profiles` in eu-central-1.\n\nCo-authored-by: Lorenz Storm <32902493+lorenzstorm1@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(models): add EU CRIS profiles for Opus 4.8 and Opus 4.7 (#734) (…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T07:28:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ec1659bc0b82e9b95cba72e0235e1c1613a280b",
          "body": "Both models are now available via EU cross-region inference:\n- eu.anthropic.claude-opus-4-8\n- eu.anthropic.claude-opus-4-7\n\nRegions: eu-central-1, eu-north-1, eu-south-1, eu-south-2, eu-west-1, eu-west-3\n\nVerified via `aws bedrock list-inference-profiles` in eu-central-1.",
          "is_bot": false,
          "headline": "feat(models): add EU CRIS profiles for Opus 4.8 and Opus 4.7 (#734)",
          "author_name": "Lorenz Storm",
          "author_login": "lorenzstorm1",
          "committed_at": "2026-07-03T07:27:39Z",
          "body_truncated": false,
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        },
        {
          "oid": "6179a178351564f0ba7b48a3f95c4a8935f00b57",
          "body": "…sponse (#708)\n\n* feat(bootstrap): wire web search gateway MCP into bootstrap server responses\n\n* fix: add WebSearchGatewayUrl parameter + env wiring to both CFN templates\n\n* refactor: use native managedMcpServers format for web search (v1.15962.0+)",
          "is_bot": false,
          "headline": "feat(bootstrap): deliver web search MCP server in bootstrap config re…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T07:16:23Z",
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        },
        {
          "oid": "e23ed8b8b236efef26a36c2c880b26087e19bd6d",
          "body": "…ork (#648)\n\n* docs(websearch): document AgentCore Gateway web search for Claude Cowork\n\nDocuments the Cowork-facing slice of the web search feature (the part that\ndoes not depend on the parallel Claude Code work in #640):\n\n- COWORK_3P.md: new \"Web search via AgentCore Gateway\" section — what it is\n\n[…]\nud=clientId, AllowedAudience) instead of \"reuses the OIDC session\";\n  the AADSTS9010010 Application ID URI requirement still does not apply.\n\n---------\n\nCo-authored-by: Daniel Wirjo <daniel@wirjo.com>",
          "is_bot": false,
          "headline": "docs(websearch): document AgentCore Gateway web search for Claude Cow…",
          "author_name": "Chiara Relandini",
          "author_login": "chiararelandini",
          "committed_at": "2026-07-03T07:16:12Z",
          "body_truncated": true,
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        },
        {
          "oid": "52958fd10f5e7cba45696ad35a31d70511f15302",
          "body": "…(#707)\n\nImprovements to prepare for upcoming PRs (#704 ccwb doctor, #706 plugin\ndistribution):\n\n1. Add VALID_STACKS constant in deploy.py — computed list used for input\n   validation and help text. Eliminates hardcoded string that causes merge\n   conflicts when new stacks are added. Keep in sync wi\n[…]\nependency order\n   (leaf stacks first, foundation last) and where to insert new stacks.\n\n4. Add 6 new tests for validate_websearch_readiness and VALID_STACKS.\n\nAll 30 websearch tests pass. Ruff clean.",
          "is_bot": false,
          "headline": "refactor: improve websearch integration points for doctor/plugin PRs …",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T07:15:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d8e11b85dde9e8aa1ff0156bcca949babe7fe0e0",
          "body": "* feat(init): add web search opt-in to ccwb init wizard\n\nAdds an 'Enable web search?' prompt to the ccwb init wizard, positioned\nafter CodeBuild and before Claude Desktop configuration.\n\nBehaviour:\n- OIDC providers: shows confirm prompt (default: disabled)\n- IDC deployments: auto-skips with explanat\n[…]\n (enforced by code) and docs link (belongs in docs).\n\n---------\n\nCo-authored-by: antkawam <antkawam@users.noreply.github.com>\nCo-authored-by: chiararelandini <chiararelandini@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(init): add web search opt-in to ccwb init wizard (#717)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-03T07:13:14Z",
          "body_truncated": true,
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        },
        {
          "oid": "236a6702fed3f2db522af511e570995594c89366",
          "body": "…config (#647)\n\n* feat(websearch): inject web search as native managedMcpServers in CoWork MDM config\n\nAdds the Cowork surface of the web search feature: when web_search_enabled,\n`ccwb package` / `ccwb cowork generate` emit a managedMcpServers entry into the\ngenerated MDM config (.json/.mobileconfig\n[…]\ne when the wrapper executes).\n\nTests updated for the placeholder (no more %USERPROFILE% in the .reg) plus a\nnew Intune .ps1 resolution test.\n\n---------\n\nCo-authored-by: Daniel Wirjo <daniel@wirjo.com>",
          "is_bot": false,
          "headline": "feat(websearch): inject AgentCore web search gateway into CoWork MDM …",
          "author_name": "Chiara Relandini",
          "author_login": "chiararelandini",
          "committed_at": "2026-07-03T07:13:03Z",
          "body_truncated": true,
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        },
        {
          "oid": "d92d45e8237efbad04c4f041217ef25d46ffd544",
          "body": "…per (#733)\n\nAdds --desktop flag to credential-process that converts AWS STS credentials into a Bedrock bearer token via SigV4 presigned URL, matching the aws-bedrock-token-generator-python reference implementation.\n\nChanges:\n- Go: bedrock_token.go (SigV4 presigned URL → bearer token generation)\n- G\n[…]\nredential-process now supports both modes:\n- Default (Claude Code): outputs AWS credential JSON\n- --desktop (Claude Desktop): outputs Bedrock bearer token for inferenceCredentialHelper\n\nAuthor: @wirjo",
          "is_bot": false,
          "headline": "fix(cowork): generate Bedrock bearer token for inferenceCredentialHel…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T22:07:26Z",
          "body_truncated": true,
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        },
        {
          "oid": "ce021b44cf4023cacb67e9c828cfbfdb0717b2ce",
          "body": "…ktop telemetry (#736)\n\nPR #660 (proxy auto-spawn) was closed — the feature is not shipping.\nUpdate README to:\n- Remove 'auto-spawned by credential-process' claims\n- Recommend bootstrap server as primary path for per-user Desktop telemetry\n- Simplify monitoring table (bootstrap vs static MDM, no proxy mode)\n- Remove proxy mode from the mermaid diagram",
          "is_bot": false,
          "headline": "docs: remove proxy auto-spawn references, recommend bootstrap for Des…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T13:31:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "e579ec544b621574c61f41ddca8d8d301d1b7646",
          "body": "…735)\n\nThe test_closing_message_points_at_launcher assertion required the old\n\"run the launcher, NOT 'claude' directly\" framing, which this branch's\nmessage change removes. Update it to assert the new intent: `claude` is the\nusual path and claude-bedrock is presented as optional. Also correct the\nfile's ABOUTME/docstring, which stated the now-false \"cannot surface\ninteractive sign-in (deadlock)\" rationale.\n\nCo-authored-by: Qing Liu <qnamzn@amazon.com>",
          "is_bot": false,
          "headline": "test(idc): fix installer launcher test broken by launcher demotion (#…",
          "author_name": "Qing Liu",
          "author_login": "qing-at-work",
          "committed_at": "2026-07-02T13:17:07Z",
          "body_truncated": false,
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        },
        {
          "oid": "37a205026ac2f5aeef5423f2926f4bf3c83f9f95",
          "body": "…stribution (#706)\n\nImplements RFC 8628 device-code auth for dynamic per-user configuration and organization plugin delivery to Claude Desktop at sign-in.\n\nTwo deployment modes:\n- Device-code (full): DynamoDB state, plugin registry via S3, WAF optional\n- OIDC Bearer (lite): Stateless config-only del\n[…]\n — defaults to 'static' mode. New optional stack.\n\nCommunity validated: Desktop 1.17377.1 confirmed working with flat plugin array format.\n\nAuthors: @wirjo\nCo-authored-by: @sylvainlaurent (validation)",
          "is_bot": false,
          "headline": "feat: Claude Desktop dynamic config delivery + organization plugin di…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T11:25:10Z",
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        },
        {
          "oid": "7ac2587fc88220ed4a4fb0a9643edc3ffab76dee",
          "body": "Tags configured during ccwb init were silently dropped — stacks deployed without user-configured tags. Root cause: deploy_with_cf() never passed profile.tags to manager.deploy_stack().\n\nFix: tags=profile.tags if profile.tags else None (one-line addition)\n\n- Enterprise users with mandatory tagging po\n[…]\nmediately\n- No action required — tags flow on next deploy/update\n- Zero behavior change for users without tags configured\n- 2 regression tests (tags present + empty tags → None)\n\nAuthor: @lorenzstorm1",
          "is_bot": false,
          "headline": "fix(deploy): pass profile tags to CloudFormation stacks (#730)",
          "author_name": "Lorenz Storm",
          "author_login": "lorenzstorm1",
          "committed_at": "2026-07-02T11:15:47Z",
          "body_truncated": true,
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        },
        {
          "oid": "e45adc86cd91003ea6010ecc1f9b017004317b8b",
          "body": "This reverts commit 1d0bc967aaf3d3d64ed7713d73ad4b3f569d2b87.",
          "is_bot": false,
          "headline": "Revert \"fix(deploy): pass profile tags to CloudFormation stacks (#730)\"",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T11:15:24Z",
          "body_truncated": false,
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        },
        {
          "oid": "a4685a7b684cc08fade06a356e4119e7d8e5468e",
          "body": "…upport (#729)\n\n* feat(models): add Claude Sonnet 5 (anthropic.claude-sonnet-5) model support\n\nAdds sonnet-5 to the CLAUDE_MODELS registry with CRIS profiles:\n- us: us.anthropic.claude-sonnet-5 (US + Canada)\n- global: global.anthropic.claude-sonnet-5 (all commercial)\n- eu: eu.anthropic.claude-sonnet\n[…]\n aliases include 'sonnet' by default\n- Init wizard model selection pulls from CLAUDE_MODELS dynamically\n\n* fix(ci): format websearch test, add sonnet-5 to model structure test, update secrets baseline",
          "is_bot": false,
          "headline": "feat(models): add Claude Sonnet 5 (anthropic.claude-sonnet-5) model s…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-02T11:06:39Z",
          "body_truncated": true,
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        },
        {
          "oid": "1d0bc967aaf3d3d64ed7713d73ad4b3f569d2b87",
          "body": "Tags configured during ccwb init were silently dropped — stacks deployed without user-configured tags. Root cause: deploy_with_cf() never passed profile.tags to manager.deploy_stack().\n\nFix: tags=profile.tags if profile.tags else None (one-line addition)\n\n- Enterprise users with mandatory tagging po\n[…]\nmediately\n- No action required — tags flow on next deploy/update\n- Zero behavior change for users without tags configured\n- 2 regression tests (tags present + empty tags → None)\n\nAuthor: @lorenzstorm1",
          "is_bot": false,
          "headline": "fix(deploy): pass profile tags to CloudFormation stacks (#730)",
          "author_name": "Lorenz Storm",
          "author_login": "lorenzstorm1",
          "committed_at": "2026-07-02T11:06:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6690b6e2a90fca9188e8328e7807b3ab739b1e38",
          "body": "Why: With in-session IDC re-auth now working (plain `claude` runs the\nawsAuthRefresh --login hook and surfaces the sign-in prompt live — verified\non desktop and headless SSH for cold start, refresh, dead-token, and\ntimeout), the claude-bedrock launcher is no longer required. The installer\noutput and\n[…]\nks describing the launcher rationale.\n\nThe launcher is retained (still built, installed, documented) — only its\nframing changes from required to optional.\n\nCo-authored-by: Qing Liu <qnamzn@amazon.com>",
          "is_bot": false,
          "headline": "docs(idc): demote claude-bedrock launcher to optional (#732)",
          "author_name": "Qing Liu",
          "author_login": "qing-at-work",
          "committed_at": "2026-07-02T11:05:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce85b8b620f00a2147748d9c4d9660a4a8fd0ea7",
          "body": "Why: When an IDC user's SSO session expired (or on cold start with no\nsession), Claude Code ran the credential process via the awsAuthRefresh\nhook, but the device-auth flow fail-fast gate keyed on stderrIsTerminal()\nalone. Since Claude Code captures the hook's stderr (not a TTY), it always\nfailed fa\n[…]\nanSurfaceVerificationURL), headless\nlogin proceeds past the gate, and pollForToken timeout wraps\ncontext.DeadlineExceeded (the friendly-message contract).\n\nCo-authored-by: Qing Liu <qnamzn@amazon.com>",
          "is_bot": false,
          "headline": "fix(idc): recover IDC sign-in in-session instead of failing fast (#731)",
          "author_name": "Qing Liu",
          "author_login": "qing-at-work",
          "committed_at": "2026-07-02T04:59:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0c6ff5e8a85fd50f0e293c0b7cc2f656acc5f2b6",
          "body": "Proxy mode for Claude Desktop depends on the CoWork central identity\nintegration (PR #660) which is still in development on beta. Mark it\nas experimental/coming soon to set correct expectations.",
          "is_bot": false,
          "headline": "docs: mark proxy mode as experimental, link to PR #660",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T04:43:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f2ab1da87d6acb1eda48f4a804d5438bd1da2b9a",
          "body": "Adds ccwb doctor with progressive diagnostics (plain → verbose → live → json).\n- credential-process --explain: full resolved config dump (no auth/network)\n- otel-helper --status: proxy health + cached headers\n- Version injection fix in _go_ldflags()\n- Cross-platform Windows binary detection\n- --profile flag passes through to underlying binaries\n- Pre-filled GitHub issue URL on failure\n- 6 Go tests + 7 Python tests\n\nAuthor: @wirjo",
          "is_bot": false,
          "headline": "feat(cli): ccwb doctor — one-command troubleshooting (#704)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:37:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a6deefc57a2ae2c7301747246adb51601ffbb7f3",
          "body": "…quired for static auth) (#659)\n\nClarifies that Claude Desktop natively supports otlpHeaders in MDM config, eliminating the need for a local proxy in static auth deployments.\n\nAuthor: @EntropyZero",
          "is_bot": false,
          "headline": "docs: clarify Claude Desktop supports native otlpHeaders (no proxy re…",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:36:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "72384e7467c7af9b88608c3eca23a6984757f6fd",
          "body": "Adds comprehensive web search documentation covering deployment, configuration, and usage.\n\nAuthor: @chiararelandini",
          "is_bot": false,
          "headline": "docs(websearch): add WEB_SEARCH.md usage and deployment guide (#644)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:36:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69c259f3cf86c71346169cc0d6ef370e05b5540b",
          "body": "…estroy (#641)\n\nAdds websearch as a deployable/destroyable stack type in deploy.py and destroy.py.\nCross-region support (us-east-1 pinned). Config.py extended with web search fields (all default off).\n15 tests covering backward-compat, guards, discovery-URL, CFN params.\n\nAuthor: @chiararelandini",
          "is_bot": false,
          "headline": "feat(websearch): wire AgentCore web search gateway into ccwb deploy/d…",
          "author_name": "Chiara Relandini",
          "author_login": "chiararelandini",
          "committed_at": "2026-07-01T02:36:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b1f38fbccdc04a1419f04eb050e6635568c9d1c",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 2.5.1",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:35:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "914c7a92df62b548089172279fc883c64303577b",
          "body": "Release v2.5.0: IAM IDC auth, CoWork telemetry, cost enforcement, docs overhaul",
          "is_bot": false,
          "headline": "Merge pull request #634 from aws-solutions-library-samples/beta",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T02:01:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa83cd1003da3017faebc9e4f121a9bb7e42ca52",
          "body": null,
          "is_bot": false,
          "headline": "merge: sync main into beta (resolve #721 divergence)",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T01:50:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1179f6e84f3436f8f222c86a491af8744b09af7b",
          "body": "…t profile name (#721)\n\n`ccwb package` used `profile.identity_pool_name` (a human-readable name such as\n\"claude-code-auth\") as the Cognito `identity_pool_id` written into the generated\nconfig.json. The real identity pool ID has the form \"<region>:<uuid>\" and only\nexists after `ccwb deploy` creates t\n[…]\nestResolveFederation) covering Cognito (uses stack ID, not\nname), direct STS (profile ARN, no stack lookup), missing pool ID, and\nSSO-disabled resolution.\n\nCo-authored-by: joaogac <joaogac@amazon.com>",
          "is_bot": false,
          "headline": "fix(package): resolve Cognito identity pool ID from stack outputs, no…",
          "author_name": "Joao Guilherme Almeida Cesar",
          "author_login": "joaogac",
          "committed_at": "2026-07-01T01:48:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4cf84bd212d1f3dded3e347c244cc1a24f3d7f2c",
          "body": "chore: batch merge — 7 bug fixes, 4 test suites, 2 docs, 3 minor enhancements (16 PRs)",
          "is_bot": false,
          "headline": "Merge pull request #715 from wirjo/integration/v2.5.0-beta.116",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T01:44:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96b839b92e1d0d161af415ce737027dbfa9bdc04",
          "body": null,
          "is_bot": false,
          "headline": "merge: resolve conflict in quota.py — keep upstream tz-aware daily guard",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-07-01T01:44:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5e95110f8b08bb166f411836b8380a8a1f1e3e95",
          "body": "… display (#726)\n\nIdle users with stale daily_date kept triggering false 'Daily Token Quota EXCEEDED' alerts and showing inflated usage in ccwb quota usage. The daily counter is only rolled over on new activity (update_quota_metrics), but the monitor and CLI read daily_tokens verbatim without checki\n[…]\nr)\n- ccwb quota usage CLI (stale-day → 0)\n\nAlso fixes naive datetime.utcnow() → tz-aware datetime.now(timezone.utc) in CLI.\n\nTests: +254 lines (monitor lambda + CLI stale-day tests)\nAuthor: @adiospeds",
          "is_bot": false,
          "headline": "fix(quota): reset idle users' daily counter in monitor alerts and CLI…",
          "author_name": "Aditya Shrikant Pednekar",
          "author_login": "adiospeds",
          "committed_at": "2026-07-01T01:44:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0ef6051df4e2463a8836749d285129d9dd797569",
          "body": "…tial-process (#724)\n\n* fix(package): IDC zero-binary settings.json must not reference credential-process\n\nIn zero-binary IDC mode (no quota), no credential-process binary is\npackaged. The generated settings.json still contained three references\nto __CREDENTIAL_PROCESS_PATH__ (AWS_CREDENTIAL_PROCESS\n[…]\ntill\nneeds the binary for STS refresh and quota enforcement.\n\nAdds regression tests in TestIDCZeroBinarySettings (5 cases) that\nfail without this fix and pass with it.\n\n* style: ruff format package.py",
          "is_bot": false,
          "headline": "fix(package): IDC zero-binary settings.json must not reference creden…",
          "author_name": "Sebastien",
          "author_login": "scouturier",
          "committed_at": "2026-07-01T01:42:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5386a78e8e3ffaf2e5e177ed237b68676838c1fa",
          "body": "The rebase lost the _resolve_federation helper method body from PR #721.\nRe-added it before _create_config. Also added mock in\ntest_package_windows_codebuild_pending.py to prevent stack output calls\nin CI (no AWS credentials available).",
          "is_bot": false,
          "headline": "fix(ci): add _resolve_federation method + mock in Windows CodeBuild test",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T20:23:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f60dd8c6b4257b1a6b0c56f583b17c5548c5ada6",
          "body": "E2E tests deploy real CloudFormation stacks with OIDC federation — too\nheavy/slow for every PR. Nightly schedule + workflow_dispatch provides\nsufficient coverage. Removes deployment noise from PR timelines.",
          "is_bot": false,
          "headline": "ci: remove pull_request trigger from E2E matrix workflow (#723)",
          "author_name": "wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:34:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1af1c0599a634d8d10f6e5c5e20ea2de8e9a13a",
          "body": "…t profile name\n\n`ccwb package` used `profile.identity_pool_name` (a human-readable name such as\n\"claude-code-auth\") as the Cognito `identity_pool_id` written into the generated\nconfig.json. The real identity pool ID has the form \"<region>:<uuid>\" and only\nexists after `ccwb deploy` creates the pool\n[…]\nstores the real ARN).\n\nAdd regression tests (TestResolveFederation) covering Cognito (uses stack ID, not\nname), direct STS (profile ARN, no stack lookup), missing pool ID, and\nSSO-disabled resolution.",
          "is_bot": false,
          "headline": "fix(package): resolve Cognito identity pool ID from stack outputs, no…",
          "author_name": "joaogac",
          "author_login": null,
          "committed_at": "2026-06-30T12:28:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "731432c776a6a4108f1f612b926334b45cca0954",
          "body": null,
          "is_bot": false,
          "headline": "style: fix ruff formatting after test deletion",
          "author_name": "sebcou@amazon.com",
          "author_login": "scouturier",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1e09844627269ef536225310c5ceefb8884d54c",
          "body": "Removes 420 deprecation warnings from the test suite, making real\nwarnings easier to spot. No behavior change.",
          "is_bot": false,
          "headline": "fix: replace deprecated datetime.utcnow() with timezone-aware equivalent",
          "author_name": "sebcou@amazon.com",
          "author_login": "scouturier",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eca2c6ec2569a8106adc19d815b26b2e7ae5914a",
          "body": "The test was broken by a real `.ccwb-config/config.json` developer\nartifact in source/. The migration code finds that file, migrates its\nprofile into the tmp dir, and the command never sees an empty state.\n\nThe empty-list branch is already covered implicitly by\ntest_context_list_with_profiles — if listing with profiles works the\ncommand is wired up correctly.",
          "is_bot": false,
          "headline": "test(e2e): remove flaky test_context_list_empty",
          "author_name": "sebcou@amazon.com",
          "author_login": "scouturier",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc3203b58bb4abde364d8c5348294d3d436b2803",
          "body": "…nused import",
          "is_bot": false,
          "headline": "style: fix Ruff UP035/UP006/F401 — use list instead of List, remove u…",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "16a88985fc54188facaf3e75b8e006645573c40a",
          "body": null,
          "is_bot": false,
          "headline": "style: ruff format",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "36632c641beb57ec660bb9e397a3c00517a0a2fc",
          "body": null,
          "is_bot": false,
          "headline": "feat: add config schema validation at package time",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c09c2703e691cbbe370addb1958de0e9b9e4c9f8",
          "body": null,
          "is_bot": false,
          "headline": "docs: clarify proxy not needed with bootstrap server",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83a67a6141e31ea051b3cca5508793d43f3f6d7d",
          "body": "- Proxy is auto-spawned by credential-process (not manually started)\n- Central mode: port 4318, Sidecar mode: port 4319 (avoid conflict)\n- Remove 'no proxy' row — proxy is default for per-user identity\n- Remove dotted 'direct otlpHeaders' line from diagram\n- Add self-healing note (proxy restarted on next credential refresh)\n- Split table into two rows for central vs sidecar clarity",
          "is_bot": false,
          "headline": "docs: align with PR #660's proxy auto-spawn implementation",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b65f5aa204478997e8e8b82e3e247b395f12b46b",
          "body": "…quired for static auth)\n\nUpdates the monitoring section to reflect that Claude Desktop now\nnatively supports otlpHeaders and otlpResourceAttributes MDM keys.\nThe otel-helper proxy is only needed for dynamic per-user identity\ninjection, not for static collector auth.\n\nAlso corrects the table to show Desktop supports both Central and\nSidecar collector modes.\n\nRef: https://claude.com/docs/third-party/claude-desktop/configuration#otlp",
          "is_bot": false,
          "headline": "docs: clarify Claude Desktop supports native otlpHeaders (no proxy re…",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2743f5d91d8f0fda86937e1377be065d0b0b28a8",
          "body": "Aligns code comments with the product rename (CoWork → Claude Desktop)\nwhile preserving config key names (cowork_3p) and CF parameter names\n(CoWorkServiceToken) as-is for backward compatibility.",
          "is_bot": false,
          "headline": "fix(init): update internal comments to reference Claude Desktop",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad8b54318ed1e5cd1f82a1c496c2602a57add009",
          "body": "Aligns the 'Resources to be created' section with the updated\n'Historical Usage Analytics' heading in the wizard prompts.\n\n- 'analytics data streaming' → 'historical usage data streaming'\n- 'analytics data storage' → 'historical usage data storage'\n- 'Glue catalog and Athena tables for analytics' → '...for historical usage analytics'",
          "is_bot": false,
          "headline": "fix(init): update resource summary to use 'historical usage' terminology",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a52ba3fbe04cf941239277592bbc3ddbc676a3e",
          "body": "Clarifies that the analytics feature is for SQL-based historical queries\n(S3 data lake + Athena), distinct from the real-time CloudWatch dashboards\nthat monitoring already provides.\n\n- 'Analytics Pipeline' → 'Historical Usage Analytics'\n- 'Enable analytics?' → 'Enable historical usage analytics?'\n- Added description: 'Query historical per-user usage with SQL via AWS Athena'\n- Sidecar mode message clarified: 'no historical analytics (PromQL dashboards still work)'",
          "is_bot": false,
          "headline": "fix(init): reposition analytics as 'Historical Usage Analytics'",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47dc39261e120a78e8dadad59deb1aaac777575e",
          "body": "The comment was accidentally indented into the else block above it\nduring the CoWork→Claude Desktop rename. Align it with the console.print\ncalls it describes (8 spaces, method body level).",
          "is_bot": false,
          "headline": "fix: correct indentation on Claude Desktop MDM section comment",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5060716bde2a702f0826ed705a87c55d2ca1653c",
          "body": "… as legacy\n\nUser-facing terminology updates in the init wizard:\n\n1. 'Claude Cowork (Desktop) Support' → 'Claude Desktop Support'\n   - Prompt: 'Enable Claude Desktop support?' (was 'Generate CoWork 3P MDM...')\n   - All subsequent CoWork references updated in user-facing strings\n   - Internal config \n[…]\n Pool' → 'Cognito Identity Pool (legacy)'\n   - Added explanation of what each does (sessions, complexity)\n   - Default already 'direct' (unchanged)\n\nNo logic changes. Config keys and values unchanged.",
          "is_bot": false,
          "headline": "fix(init): rename CoWork → Claude Desktop and mark Cognito federation…",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "278c50492559c74dfb5f2fa0f6cf45defb094936",
          "body": "Adds two more agent guidance files:\n\n1. .claude/rules/breaking-change-checklist.md — mandatory checklist for\n   Tier 1 file changes. Covers backward compat (old configs load),\n   cross-component parity (Go ↔ Python), auth mode coverage (OIDC/IDC/none),\n   platform coverage (Win/Mac/Linux), and pre-p\n[…]\nrce/go/cmd/CLAUDE.md — documents the cmd/ entrypoint structure,\n   how to add new flags (not subcommands), exit code semantics,\n   profile resolution order, and the credential-process output contract.",
          "is_bot": false,
          "headline": "docs: add breaking-change-checklist rule + cmd/ entrypoint CLAUDE.md",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "174496f575a9d506f64e6324239a65556b506183",
          "body": "Adds focused CLAUDE.md files in each major subdirectory so AI coding\nagents get targeted guidance when working in specific areas:\n\n- source/CLAUDE.md: Python CLI rules, Ruff, testing patterns, auth matrix\n- source/go/CLAUDE.md: Go binaries, --explain contract, Windows, config parity\n- deployment/CLA\n[…]\ning.\n\nImproves: velocity (agents get context faster), reliability (common\npitfalls documented per component), backwards compat (config rules\nexplicit), regression prevention (testing patterns scoped).",
          "is_bot": false,
          "headline": "docs: add nested CLAUDE.md files for per-component agent context",
          "author_name": "Daniel Wirjo",
          "author_login": "wirjo",
          "committed_at": "2026-06-30T12:26:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 75,
        "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": 69,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.9
            },
            "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": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "25 out of 29 merged PRs checked by a CI test -- score normalized to 8",
                "points": 2,
                "status": "partial",
                "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 21/25 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 9 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": "30 commit(s) and 1 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 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 7",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 119 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 119
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 6,
              "affected_packages": 4,
              "assessed_packages": 119,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, moderate 2, unknown 1",
              "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": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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": 119,
              "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": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 71,
        "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": 0.989,
              "agent_instruction_files": [
                "CLAUDE.md",
                "deployment/CLAUDE.md",
                "deployment/infrastructure/lambda-functions/CLAUDE.md",
                "docs/CLAUDE.md",
                "source/CLAUDE.md",
                "source/go/CLAUDE.md",
                "source/go/cmd/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 3292
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md, deployment/CLAUDE.md, deployment/infrastructure/lambda-functions/CLAUDE.md, docs/CLAUDE.md, source/CLAUDE.md, source/go/CLAUDE.md, source/go/cmd/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md, deployment/CLAUDE.md, deployment/infrastructure/lambda-functions/CLAUDE.md, docs/CLAUDE.md, source/CLAUDE.md, source/go/CLAUDE.md, source/go/cmd/CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "92 of 93 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 92,
                      "sampled": 93
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "poetry.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "source/go/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.1,
              "toolchain_manifests": [
                "source/go/go.mod"
              ],
              "dependency_bot_commit_share": 0.07
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "source/go/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "source/go/Makefile"
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                  }
                ],
                "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": "ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "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": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "10 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 10,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "7 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 7,
                      "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 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 207756,
              "source_files_sampled": 277,
              "oversized_source_files": 8
            },
            "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": "8/277 source files over 60KB",
                "points": 53.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 277,
                      "oversized": 8
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'claude-code-with-bedrock' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-26T03:40:47.976494Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/aws-solutions-library-samples/guidance-for-claude-code-with-amazon-bedrock.svg",
  "full_name": "aws-solutions-library-samples/guidance-for-claude-code-with-amazon-bedrock",
  "license_state": "standard",
  "license_spdx": "MIT-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.