公开记录良好
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-31 13:57 UTC
awslabs / LogParserForKarpenter
Log parser for Karpenter controller logs
awslabs/LogParserForKarpenter 的健康指数为 100 分中的 69 分，处于「良好」区间。 其得分最高的类别是Vitality（76/100），最低的是Engineering Quality（45/100）。 最近一次更新在 24 天前。 近期的大部分工作由 1 位贡献者完成。
69
总分 / 100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，再依据公开记录的分布进行校准，使各等级具有百分位含义；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 34（存在风险）的上限。
69
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
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。
加权总体分 62 经校准后在公布的指数量表上为 69（记录校准 2026-08-02）。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| Go | github.com/awslabs/LogParserForKarpenter | v1.10.0 | - | 4 | 143 天前 |
按类别列示的指标
活力
项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？
76
开发活跃度
60中等
评分方式
| 28.8/36 | 推送新近度 — 最近一次推送于 24 天前 |
| 5.5/36 | 提交节奏 — 52 周中有 8 周有提交 |
| 15.2/18 | 提交量 — 最近一年 48 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 48 |
| human_commit_share | 0.966 |
| days_since_last_push | 24 |
| active_weeks_last_year | 8 |
发布纪律
100卓越
评分方式
| 27/27 | 有发布版本 — 已发布 26 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 30 天前 |
| 27/27 | 发布节奏 — 约每 1 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 26 |
| latest_release_tag | v2.5 |
| releases_from_tags | 否 |
| days_since_latest_release | 30 |
| mean_days_between_releases | 1 |
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？
54
流行度与采用
21存在风险
评分方式
| 21.4/60 | 星标 — 22 个星标 |
| 0/25 | 复刻 — 2 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 2 |
| stars | 22 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
92优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 6.3/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| readme_badges | — |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| readme_badge_services | — |
| has_pull_request_template | 是 |
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？
64
维护者韧性（巴士系数）
17危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 1.1/22.5 | 提交分布 — 头号贡献者编写了 95% 的提交 |
| 4.1/13.5 | 贡献者广度 — 3 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.953 |
议题与 PR 响应能力
83优秀
评分方式
| 42/42 | 议题解决 — 100% 的议题已关闭 |
| 30/30 | PR 接受 — 已裁定的 PR 中 16/16 已合并 |
| 0/13 | Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/12 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 16 |
| open_issues | 0 |
| closed_issues | 7 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
已排除计分（无数据或不适用）：newcomer_pr_acceptance。 其余权重已重新归一化。
所有权与托管责任
80优秀
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 25/25 | 所有者影响力 — awslabs 有 11,341 位关注者 |
| 25/25 | 既往记录 — 1,021 个公开仓库，账户约 13 年 |
所用输入
| followers | 11,341 |
| owner_type | Organization |
| is_verified | — |
| owner_login | awslabs |
| public_repos | 1,021 |
| account_age_days | 4,942 |
软件包维护
92优秀
评分方式
| 25/25 | 已发布且可解析 — go 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 143 天前 |
| 12/20 | 版本历史 — 4 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | github.com/awslabs/LogParserForKarpenter |
| ecosystems | go |
| any_deprecated | 否 |
| min_days_since_publish | 143 |
工程质量
基础的工程与文档实践是否到位？
45
工程实践
18危急
评分方式
| 0/24 | CI 工作流 |
| 0/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard：CI-Tests — 12 out of 13 merged PRs checked by a CI test -- score normalized to 9 |
所用输入
| has_ci | 否 |
| has_tests | 否 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
85优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 2 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | k8s, karpenter |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
70
安全态势
63中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.2/2.5 | CI-Tests — 12 out of 13 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/12 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 0/10 | Dangerous-Workflow — 无数据 |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — 无数据 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — 无数据 |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 13 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 5 |
| scorecard_aggregate | 6.3 |
已排除计分（无数据或不适用）：dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions。 其余权重已重新归一化。
依赖安全公告
100卓越
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
| source | osv |
| advisories | 2 |
| affected_packages | 2 |
| assessed_packages | 63 |
| unassessed_packages | 0 |
| affected_by_severity | unknown 2 |
| direct_affected_packages | 0 |
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 63 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？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。
49
AI 代理上下文与指引
19危急
评分方式
| 0/45 | 代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则 |
| 0/15 | 机器可读文档（llms.txt） |
| 18.6/40 | 可读的提交历史 — 86 次人类提交中有 30 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.349 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 0/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — Go（静态类型） |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 最近 89 次提交中没有代理编写的提交 |
| 8/8 | 自动化维护 — 最近 89 次提交中有 3 次为自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — 无数据 |
所用输入
| has_nix | 否 |
| has_tests | 否 |
| lockfiles | go.sum |
| has_dockerfile | 否 |
| typed_language | 是 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0.034 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Pinned-Dependencies。 其余权重已重新归一化。
面向模型的代码可读性
100卓越
评分方式
| 45/45 | 可类型检查的代码 — Go（静态类型） |
| 55/55 | 可控的文件大小 — 采样的 8 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Go |
| largest_source_bytes | 42,286 |
| source_files_sampled | 8 |
| oversized_source_files | 0 |
关键数据
22GitHub 星标
3贡献者
48最近 12 个月提交数
24距最近推送天数
26发布版本数
1巴士系数（bus factor）
0开放议题
Go软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
更多细节
Star 与 Fork 历史 0 ★ / 2 ⇿
0Star
2Fork
14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。
主版本 0次版本 2修订 8
OpenSSF Scorecard 6.3 / 10
6.3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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 9 | CI-Tests | 12 out of 13 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/12 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 不适用 | Dangerous-Workflow | no workflows found |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 不适用 | Pinned-Dependencies | no dependencies found |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 不适用 | Token-Permissions | No tokens found |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
直接依赖 8
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| Go | github.com/andrew-d/go-termutil | v0.0.0-20150726205930-009166a695a2 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2 | v1.41.5 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/config | v1.32.6 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/service/s3 | v1.97.3 | go.mod |
| Go | github.com/nav-inc/datetime | v0.1.3 | go.mod |
| Go | k8s.io/api | v0.32.3 | go.mod |
| Go | k8s.io/apimachinery | v0.32.3 | go.mod |
| Go | k8s.io/client-go | v0.32.3 | go.mod |
全部依赖 63
来自 GitHub 依赖图的完整解析依赖集合：8 个直接依赖与 55 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 |
|---|---|---|---|
| Go | github.com/andrew-d/go-termutil | v0.0.0-20150726205930-009166a695a2 | 直接 |
| Go | github.com/aws/aws-sdk-go-v2 | v1.41.5 | 直接 |
| Go | github.com/aws/aws-sdk-go-v2/config | v1.32.6 | 直接 |
| Go | github.com/aws/aws-sdk-go-v2/service/s3 | v1.97.3 | 直接 |
| Go | github.com/nav-inc/datetime | v0.1.3 | 直接 |
| Go | k8s.io/api | v0.32.3 | 直接 |
| Go | k8s.io/apimachinery | v0.32.3 | 直接 |
| Go | k8s.io/client-go | v0.32.3 | 直接 |
| Go | github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream | v1.7.8 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/credentials | v1.19.6 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/feature/ec2/imds | v1.18.16 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/internal/configsources | v1.4.21 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 | v2.7.21 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/internal/ini | v1.8.4 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/internal/v4a | v1.4.22 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding | v1.13.7 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/checksum | v1.9.13 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/presigned-url | v1.13.21 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/s3shared | v1.19.21 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/signin | v1.0.4 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/sso | v1.30.8 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/ssooidc | v1.35.12 | 间接 |
| Go | github.com/aws/aws-sdk-go-v2/service/sts | v1.41.5 | 间接 |
| Go | github.com/aws/smithy-go | v1.24.2 | 间接 |
| Go | github.com/davecgh/go-spew | v1.1.2-0.20180830191138-d8f796af33cc | 间接 |
| Go | github.com/emicklei/go-restful/v3 | v3.12.2 | 间接 |
| Go | github.com/fxamacker/cbor/v2 | v2.8.0 | 间接 |
| Go | github.com/go-logr/logr | v1.4.2 | 间接 |
| Go | github.com/go-openapi/jsonpointer | v0.21.1 | 间接 |
| Go | github.com/go-openapi/jsonreference | v0.21.0 | 间接 |
| Go | github.com/go-openapi/swag | v0.23.1 | 间接 |
| Go | github.com/gogo/protobuf | v1.3.2 | 间接 |
| Go | github.com/golang/protobuf | v1.5.4 | 间接 |
| Go | github.com/google/gnostic-models | v0.6.9 | 间接 |
| Go | github.com/google/go-cmp | v0.7.0 | 间接 |
| Go | github.com/google/gofuzz | v1.2.0 | 间接 |
| Go | github.com/google/uuid | v1.6.0 | 间接 |
| Go | github.com/josharian/intern | v1.0.0 | 间接 |
| Go | github.com/json-iterator/go | v1.1.12 | 间接 |
| Go | github.com/mailru/easyjson | v0.9.0 | 间接 |
| Go | github.com/modern-go/concurrent | v0.0.0-20180306012644-bacd9c7ef1dd | 间接 |
| Go | github.com/modern-go/reflect2 | v1.0.2 | 间接 |
| Go | github.com/munnerz/goautoneg | v0.0.0-20191010083416-a7dc8b61c822 | 间接 |
| Go | github.com/pkg/errors | v0.9.1 | 间接 |
| Go | github.com/spf13/pflag | v1.0.6 | 间接 |
| Go | github.com/x448/float16 | v0.8.4 | 间接 |
| Go | golang.org/x/net | v0.55.0 | 间接 |
| Go | golang.org/x/oauth2 | v0.29.0 | 间接 |
| Go | golang.org/x/sys | v0.45.0 | 间接 |
| Go | golang.org/x/term | v0.43.0 | 间接 |
| Go | golang.org/x/text | v0.37.0 | 间接 |
| Go | golang.org/x/time | v0.11.0 | 间接 |
| Go | google.golang.org/protobuf | v1.36.6 | 间接 |
| Go | gopkg.in/evanphx/json-patch.v4 | v4.12.0 | 间接 |
| Go | gopkg.in/inf.v0 | v0.9.1 | 间接 |
| Go | gopkg.in/yaml.v3 | v3.0.1 | 间接 |
| Go | k8s.io/klog/v2 | v2.130.1 | 间接 |
| Go | k8s.io/kube-openapi | v0.0.0-20250318190949-c8a335a9a2ff | 间接 |
| Go | k8s.io/utils | v0.0.0-20250321185631-1f6e0b77f77e | 间接 |
| Go | sigs.k8s.io/json | v0.0.0-20241014173422-cfa47c3a1cc8 | 间接 |
| Go | sigs.k8s.io/randfill | v1.0.0 | 间接 |
| Go | sigs.k8s.io/structured-merge-diff/v4 | v4.7.0 | 间接 |
| Go | sigs.k8s.io/yaml | v1.4.0 | 间接 |
依赖安全公告 2
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 63 个包，其中也包含从不交付的开发与测试版本固定：2 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 |
|---|---|---|---|---|---|
| golang.org/x/net | v0.55.0 | 间接 | 未知 | 1 | 0.56.0 |
| golang.org/x/text | v0.37.0 | 间接 | 未知 | 1 | 0.39.0 |
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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"karpenter"
],
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"size_kb": 2159,
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"languages": {
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},
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"created_at": "2025-04-16T08:22:42Z",
"owner_type": "Organization",
"updated_at": "2026-07-06T14:18:29Z",
"description": "Log parser for Karpenter controller logs",
"is_archived": false,
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"license_spdx": "Apache-2.0",
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},
"owner": {
"blog": "http://amazon.com/aws/",
"name": "Amazon Web Services - Labs",
"type": "Organization",
"login": "awslabs",
"company": null,
"location": "Seattle, WA",
"followers": 11341,
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"created_at": "2013-01-17T19:11:21Z",
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},
"license": {
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"spdx_id": "Apache-2.0",
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"file_present": true,
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},
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},
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},
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},
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"headline": "Bump golang.org/x/net from 0.39.0 to 0.55.0",
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},
{
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"is_bot": false,
"headline": "Merge pull request #22 from awslabs/feature/launch-failure-tracking",
"author_name": "Jens-Uwe Walther",
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{
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"body": "- Parse \"failed launching nodeclaim\" log messages, capture aws-error-code\n (e.g. UnfulfillableCapacity) in new Launchfailure CSV column\n- lp4kstats: add Launch Failures and Active (no event) metrics to all\n Overview and per-NodePool General tables\n- lp4kstats: spot interruption takes priority over\n[…]\nats: add Active (no event) column to all AZ breakdown tables\n- lp4kstats: remove \"(Rate)\" from metric labels — value already shows %\n- Move all images to doc/imgs/, add lp4kstats screenshots to README",
"is_bot": false,
"headline": "feat: track launch failures and improve lp4kstats reporting",
"author_name": "Jens-Uwe Walther",
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{
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"is_bot": false,
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"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
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"body_truncated": false,
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{
"oid": "4b90a0eddce160f195b1734aac266f74865e3f28",
"body": "Show the earliest and latest timestamps from the parsed data along with\nthe computed duration at the top of the statistics report, matching the\ntime range output that lp4k itself prints to stderr.",
"is_bot": false,
"headline": "feat: add time range display to lp4kstats report",
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{
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"is_bot": false,
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"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
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{
"oid": "2ad27e85d653e0ab92dfa409fd6c26c239a97ae6",
"body": "…port\n\n- Add -context flag to lp4k and lp4kcm for selecting a specific\n Kubernetes context from the kubeconfig\n- Falls back to LP4K_K8S_CONTEXT environment variable\n- Respect KUBECONFIG environment variable for kubeconfig file path\n (used by tools like kubie)\n- Update README with new flags and environment variables\n\nCloses #17",
"is_bot": false,
"headline": "feat: add -context flag, LP4K_K8S_CONTEXT env var, and KUBECONFIG sup…",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-26T13:13:52Z",
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{
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"body": "fix: lp4kcm doesn't parse -kubeconfig arg",
"is_bot": false,
"headline": "Merge pull request #19 from awslabs/fix/lp4kcm-kubeconfig-flag",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-26T12:56:36Z",
"body_truncated": false,
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},
{
"oid": "6f79bd7484d40b5783b5dbdfabab7fa62c6d4a62",
"body": "…onfigmap name\n\nCloses #18",
"is_bot": false,
"headline": "fix: use flag.Args() in lp4kcm so -kubeconfig flag is not parsed as c…",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-26T12:52:48Z",
"body_truncated": false,
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},
{
"oid": "c4e4f494e61b30fc40f963701e1eb65abdaa3d47",
"body": "feat: add time filtering, top-interrupted timeline, and savings stats",
"is_bot": false,
"headline": "Merge pull request #16 from awslabs/enhancements",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-26T08:27:23Z",
"body_truncated": false,
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},
{
"oid": "6ae2595bba2993b360b7a55b32cfadcd505bb8e6",
"body": "Nodes that replace sources not present in the CSV (created before the\nlog window) were incorrectly excluded from chain starts. Now only\nnodes reachable via another node's Replacedby link are removed from\nstarts.\n\nAlso add README note clarifying that lp4kchain only displays nodes\nparticipating in replacement relationships.",
"is_bot": false,
"headline": "fix: correct chain-start detection for nodes with out-of-window sources",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-26T08:21:31Z",
"body_truncated": false,
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},
{
"oid": "7dd3e68ee1ef994a76dd166852b3409199607989",
"body": "… and time range output\n\n- Add --start/--end flags to lp4k for filtering log lines by timestamp\n- Print time range of parsed events to stderr after parsing completes\n- Add top interrupted instance type per AZ timeline chart to lp4kstats\n- Add consolidation savings table to lp4kstats region overview\n- Add TimeRange() utility function to parser package\n- Update README with --start/--end flag documentation",
"is_bot": false,
"headline": "feat: add time filter flags, top-interrupted timeline, savings stats,…",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-26T08:11:06Z",
"body_truncated": false,
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},
{
"oid": "98a2a544c137448f4986690371d1b54daaa4cfa2",
"body": "feat: add Savings column and disruption reason edges to lp4kchain",
"is_bot": false,
"headline": "Merge pull request #15 from awslabs/lp4kchain-savings",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-26T07:21:00Z",
"body_truncated": false,
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},
{
"oid": "0a0d8d6966060755bb65028f4a60759ec3c60c19",
"body": "… parsing\n\n- Add Savings column to CSV output, placed on the replacement nodeclaim\n (total hourly cost reduction from the consolidation event)\n- Show concrete disruption reason on lp4kchain edge labels (e.g.,\n \"underutilized\", \"spot_interrupted\") instead of generic \"replaced by\"\n- Fix parser bug: \n[…]\n disrupted nodeclaims, not just the last one\n- Show converging edges in lp4kchain for N-to-1 consolidations that\n overlap with existing chains\n- Update README with node box and edge label description",
"is_bot": false,
"headline": "feat: add savings column, disruption reason edges, and fix multi-node…",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-26T05:22:16Z",
"body_truncated": true,
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},
{
"oid": "bd538cd9e22fc811be0f517a5d9e076c94ea9d31",
"body": "feat: add lp4kstats tool for statistics report generation",
"is_bot": false,
"headline": "Merge pull request #14 from awslabs/lp4kstats",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-25T14:26:03Z",
"body_truncated": false,
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},
{
"oid": "7a19396186235856b401c9d1a83d4e7f70330f4e",
"body": null,
"is_bot": false,
"headline": "docs: clarify lp4kstats output format differences in README",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-25T14:23:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a29fe6940eaf9d7edd6318335581e4bda04be07c",
"body": "…CSV output\n\nGenerates multi-dimensional Markdown or HTML reports with Mermaid pie charts\nand Chart.js timeline graphs. Covers region, AZ, and nodepool drill-downs\nincluding spot interruptions, underutilized/empty disruptions, capacity pool\ndiversity, and instance type breakdowns. Restructures README analysis section\ninto Automated Analysis (lp4kstats, lp4kchain) and Manual Analysis.",
"is_bot": false,
"headline": "feat: add lp4kstats tool for generating statistics reports from lp4k …",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-25T09:49:06Z",
"body_truncated": false,
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},
{
"oid": "cbfe56c37673f9525c6ad3e926c6d56d5afdcff3",
"body": "Enhance lp4kchain with filtering flags, legend, and statistics",
"is_bot": false,
"headline": "Merge pull request #12 from awslabs/lp4kchain-enhancements",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-25T05:20:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2c6502a232be3eed804288ae282410c48fba695c",
"body": "…p4kchain\n\nAdd --min-length, --max-chains, and --all flags to control which chains\nare displayed. Include a color legend and statistics table in the diagram.\nFix duplicate edges when multiple chains share common segments.\nFix N-to-1 consolidation section to only show genuine multi-source merges.",
"is_bot": false,
"headline": "feat: add filtering flags, legend, stats, and edge deduplication to l…",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-24T18:04:56Z",
"body_truncated": false,
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},
{
"oid": "6d599bc7e2c184be8b9f4ae6e3af708ec55e866a",
"body": "Track nodeclaim replacement chains and add lp4kchain visualization tool",
"is_bot": false,
"headline": "Merge pull request #11 from awslabs/nodeclaim-replacement",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-24T15:08:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ae6df86dfb8c226b97702dcf07b3138b6b1130d4",
"body": "New tool generates Mermaid diagrams showing cascading consolidation\nchurn from lp4k CSV output. Reads from stdin or file, outputs .mmd\nsource or renders PNG/SVG via mmdc.\n\nRestructure tools/ into per-tool subdirectories (lp4kcm, lp4kchain).\nUpdate Makefile with separate targets for each tool.",
"is_bot": false,
"headline": "feat: add lp4kchain tool for visualizing nodeclaim replacement chains",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-24T14:54:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4e8098dd017f34be3f24827c289e9f3a7a148033",
"body": "Add Replacedby and Replaces columns to link disrupted nodeclaims to\ntheir replacements via the reconcileID field in Karpenter logs.\nSupports 1-to-1 replacements and N-to-1 consolidations (Karpenter >= 1.x).\n\nRename sample CSV from klp to lp4k naming convention.\n\nCloses #10",
"is_bot": false,
"headline": "feat: track nodeclaim replacement relationships in CSV output",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-24T13:24:03Z",
"body_truncated": false,
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},
{
"oid": "14a9fc2c67176b7c841a97ad90bb851737034c86",
"body": "feat: auto-detect Grafana/Loki JSON array input format",
"is_bot": false,
"headline": "Merge pull request #9 from awslabs/fluentbit",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-22T11:34:07Z",
"body_truncated": false,
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},
{
"oid": "d25dbaf8519cb50eba4c9591adb122e318d9f19a",
"body": "Support Karpenter log files exported from Grafana/Loki as JSON arrays.\nThe format is auto-detected by peeking at the first byte of input -\nno additional flags needed. Each JSON array element requires a \"line\"\nfield (raw Karpenter log) and a \"date\" field (for chronological sorting).\n\nAlso fixes annotatedPattern regex to handle the node.health controller\nvariant introduced in Karpenter v1.2.0, where NodeClaim is not followed\nby \"namespace\" in the log line.",
"is_bot": false,
"headline": "feat: add auto-detection of Grafana/Loki JSON array input format",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-22T11:29:58Z",
"body_truncated": false,
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},
{
"oid": "9cffc218923ed227a1c7a041d127d10f44f7306c",
"body": "Added version v1.13.0 to the list of supported versions in the README.",
"is_bot": false,
"headline": "Update README with new version v1.13.0",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-22T07:30:31Z",
"body_truncated": false,
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},
{
"oid": "7ddfb57652ef1566d3a1d56f767cec28edd47aab",
"body": "Added GO variable to Makefile",
"is_bot": false,
"headline": "Merge pull request #7 from awslabs/makefile",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-22T06:51:47Z",
"body_truncated": false,
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},
{
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"body": null,
"is_bot": false,
"headline": "Added GO variable to Makefile",
"author_name": "Jens-Uwe Walther",
"author_login": "youwalther65",
"committed_at": "2026-06-22T06:46:49Z",
"body_truncated": false,
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},
{
"oid": "61a3a315e33595c71c89c18d6485424bb6cdb566",
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{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/12 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no workflows found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is run on all commits",
"points": 5,
"status": "met",
"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": "No tokens found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"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 63 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": 63
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 2,
"affected_packages": 2,
"assessed_packages": 63,
"unassessed_packages": 0,
"affected_by_severity": "unknown 2",
"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": "exceptional",
"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": 63,
"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": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "weak",
"name": "AI Readiness",
"value": 49,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 19,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.349,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "30 of 86 human commits state their intent (structured subject or explanatory body)",
"points": 18.6,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 30,
"sampled": 86
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_pinned_dependencies"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0.034
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"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": "no agent-authored commits among the last 89",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 89
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "3 of the last 89 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 3,
"sampled": 89
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "no dependencies found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 42286,
"source_files_sampled": 8,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/8 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 8,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"library"
],
"scores": {
"library": 6
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 6
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-31T13:57:36.194493Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/awslabs/LogParserForKarpenter.svg",
"full_name": "awslabs/LogParserForKarpenter",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}