公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-25 11:25 UTC
mudler / LocalRecall
:brain: 100% Local Memory layer and Knowledge base for agents with WebUI
mudler/LocalRecall 的健康指数为 100 分中的 60 分，处于「中等」区间。 其得分最高的类别是Vitality（80/100），最低的是Security（40/100）。 最近一次更新在 5 天前。 近期的大部分工作由 1 位贡献者完成。
60
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；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。
60
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）
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
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/mudler/localrecall | v0.6.4 | - | 19 | 5 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？
80
开发活跃度
67中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 5 天前 |
| 9/36 | 提交节奏 — 52 周中有 13 周有提交 |
| 13.8/18 | 提交量 — 最近一年 33 次提交 |
| 8/10 | OpenSSF Scorecard：Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
所用输入
| commits_last_year | 33 |
| human_commit_share | 0.96 |
| days_since_last_push | 5 |
| active_weeks_last_year | 13 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 20 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 5 天前 |
| 27/27 | 发布节奏 — 约每 17 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 20 |
| latest_release_tag | v0.6.4 |
| releases_from_tags | 否 |
| days_since_latest_release | 5 |
| mean_days_between_releases | 17 |
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？
61
流行度与采用
70良好
评分方式
| 48.2/60 | 星标 — 936 个星标 |
| 17.1/25 | 复刻 — 114 个复刻 |
| 4.7/15 | 关注者 — 8 位关注者 |
所用输入
| forks | 114 |
| stars | 936 |
| watchers | 8 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
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？
58
维护者韧性（巴士系数）
29危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 1.5/22.5 | 提交分布 — 头号贡献者编写了 94% 的提交 |
| 8.1/13.5 | 贡献者广度 — 6 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 7 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 6 |
| top_contributor_share | 0.935 |
议题与 PR 响应能力
44存在风险
评分方式
| 8.1/46.8 | 议题解决 — 17% 的议题已关闭 |
| 34.2/38.3 | PR 接受 — 已裁定的 PR 中 25/28 已合并 |
| 1.5/15 | OpenSSF Scorecard：Code-Review — Found 5/28 approved changesets -- score normalized to 1 |
所用输入
| merged_prs | 25 |
| open_issues | 19 |
| closed_issues | 4 |
| issue_closed_ratio | 0.174 |
| closed_unmerged_prs | 3 |
所有权与托管责任
74良好
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 24.3/25 | 所有者影响力 — mudler 有 2,409 位关注者 |
| 25/25 | 既往记录 — 306 个公开仓库，账户约 13 年 |
所用输入
| followers | 2,409 |
| owner_type | User |
| is_verified | — |
| owner_login | mudler |
| public_repos | 306 |
| account_age_days | 5,050 |
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。
软件包维护
100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 5 天前 |
| 20/20 | 版本历史 — 19 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/mudler/localrecall |
| ecosystems | go |
| any_deprecated | 否 |
| min_days_since_publish | 5 |
工程质量
基础的工程与文档实践是否到位？
57
工程实践
62中等
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 14/20 | OpenSSF Scorecard：CI-Tests — 8 out of 11 merged PRs checked by a CI test -- score normalized to 7 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
50中等
评分方式
| 30/30 | README |
| 0/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 10/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 是 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 否 |
| 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？
40
安全态势
38存在风险
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 |
| 1.8/2.5 | CI-Tests — 8 out of 11 merged PRs checked by a CI test -- score normalized to 7 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 5/28 approved changesets -- score normalized to 1 |
| 2.5/2.5 | Contributors — project has 7 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 6/7.5 | Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
| 5/5 | Packaging — packaging workflow detected |
| 0.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 37 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3.7 |
已排除计分（无数据或不适用）：signed_releases。 其余权重已重新归一化。
依赖安全公告
47存在风险
评分方式
| 6.5/35 | 直接依赖不含已知公告 — 2 个受影响：github.com/jackc/pgx/v5 v5.8.0 (critical 9.8), github.com/go-git/go-git/v5 v5.16.0 (moderate 6.5) |
| 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 |
| 28.4/40 | 没有长期未处理的公告 — 2 个携带公告的软件包超过 90 天未处理；最早一条发布于 165 天前 |
所用输入
| source | osv |
| advisories | 65 |
| affected_packages | 8 |
| assessed_packages | 55 |
| unassessed_packages | 0 |
| affected_by_severity | critical 2, high 1, moderate 3, unknown 2 |
| direct_affected_packages | 2 |
已排除计分（无数据或不适用）：间接依赖不含已知公告。 其余权重已重新归一化。 已将 55 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。
61
AI 代理上下文与指引
28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） |
| 27.8/40 | 可读的提交历史 — 96 次人类提交中有 50 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 | 0.521 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
评分方式
| 18/18 | 一条命令的引导启动 — Makefile |
| 22/22 | 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 — Dockerfile, lockfile |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 7 次由代理编写或署名代理 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 1/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | go.sum |
| has_dockerfile | 是 |
| typed_language | 是 |
| bootstrap_files | Makefile |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0.07 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
100优秀
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 47 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Go |
| largest_source_bytes | 32,327 |
| source_files_sampled | 47 |
| oversized_source_files | 0 |
关键数据
936GitHub 星标
6贡献者
33最近 12 个月提交数
5距最近推送天数
20发布版本数
1巴士系数（bus factor）
19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 ★ / 114 ⇿
0Star
114Fork
18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 4修订 14
每个点涵盖 2 天。
OpenSSF Scorecard 3.7 / 10
3.7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 |
| 7 | CI-Tests | 8 out of 11 merged PRs checked by a CI test -- score normalized to 7 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 5/28 approved changesets -- score normalized to 1 |
| 10 | Contributors | project has 7 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 8 | Maintained | 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
| 10 | Packaging | packaging workflow detected |
| 1 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 1 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 不适用 | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 37 existing vulnerabilities detected |
直接依赖 12
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| Go | github.com/go-git/go-git/v5 | v5.16.0 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/jackc/pgx/v5 | v5.8.0 | go.mod |
| Go | github.com/klippa-app/go-pdfium | v1.19.2 | go.mod |
| Go | github.com/labstack/echo/v4 | v4.13.3 | go.mod |
| Go | github.com/mudler/xlog | v0.0.5 | go.mod |
| Go | github.com/onsi/ginkgo/v2 | v2.28.1 | go.mod |
| Go | github.com/onsi/gomega | v1.39.1 | go.mod |
| Go | github.com/oxffaa/gopher-parse-sitemap | v0.0.0-20191021113419-005d2eb1def4 | go.mod |
| Go | github.com/philippgille/chromem-go | v0.7.0 | go.mod |
| Go | github.com/sashabaranov/go-openai | v1.37.0 | go.mod |
| Go | jaytaylor.com/html2text | v0.0.0-20230321000545-74c2419ad056 | go.mod |
全部依赖 55
来自 GitHub 依赖图的完整解析依赖集合：12 个直接依赖与 43 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/go-git/go-git/v5 | v5.16.0 | 直接 |
| Go | github.com/google/uuid | v1.6.0 | 直接 |
| Go | github.com/jackc/pgx/v5 | v5.8.0 | 直接 |
| Go | github.com/klippa-app/go-pdfium | v1.19.2 | 直接 |
| Go | github.com/labstack/echo/v4 | v4.13.3 | 直接 |
| Go | github.com/mudler/xlog | v0.0.5 | 直接 |
| Go | github.com/onsi/ginkgo/v2 | v2.28.1 | 直接 |
| Go | github.com/onsi/gomega | v1.39.1 | 直接 |
| Go | github.com/oxffaa/gopher-parse-sitemap | v0.0.0-20191021113419-005d2eb1def4 | 直接 |
| Go | github.com/philippgille/chromem-go | v0.7.0 | 直接 |
| Go | github.com/sashabaranov/go-openai | v1.37.0 | 直接 |
| Go | jaytaylor.com/html2text | v0.0.0-20230321000545-74c2419ad056 | 直接 |
| Go | dario.cat/mergo | v1.0.2 | 间接 |
| Go | github.com/cloudflare/circl | v1.6.1 | 间接 |
| Go | github.com/cyphar/filepath-securejoin | v0.4.1 | 间接 |
| Go | github.com/emirpasic/gods | v1.18.1 | 间接 |
| Go | github.com/go-git/gcfg | v1.5.1-0.20230307220236-3a3c6141e376 | 间接 |
| Go | github.com/go-git/go-billy/v5 | v5.6.2 | 间接 |
| Go | github.com/go-logr/logr | v1.4.3 | 间接 |
| Go | github.com/go-task/slim-sprig/v3 | v3.0.0 | 间接 |
| Go | github.com/golang/groupcache | v0.0.0-20241129210726-2c02b8208cf8 | 间接 |
| Go | github.com/google/go-cmp | v0.7.0 | 间接 |
| Go | github.com/google/pprof | v0.0.0-20260115054156-294ebfa9ad83 | 间接 |
| Go | github.com/jackc/pgpassfile | v1.0.0 | 间接 |
| Go | github.com/jackc/pgservicefile | v0.0.0-20240606120523-5a60cdf6a761 | 间接 |
| Go | github.com/jackc/puddle/v2 | v2.2.2 | 间接 |
| Go | github.com/jbenet/go-context | v0.0.0-20150711004518-d14ea06fba99 | 间接 |
| Go | github.com/jolestar/go-commons-pool/v2 | v2.1.2 | 间接 |
| Go | github.com/kevinburke/ssh_config | v1.2.0 | 间接 |
| Go | github.com/labstack/gommon | v0.4.2 | 间接 |
| Go | github.com/masterminds/semver/v3 | v3.4.0 | 间接 |
| Go | github.com/mattn/go-colorable | v0.1.13 | 间接 |
| Go | github.com/mattn/go-isatty | v0.0.20 | 间接 |
| Go | github.com/mattn/go-runewidth | v0.0.9 | 间接 |
| Go | github.com/microsoft/go-winio | v0.6.2 | 间接 |
| Go | github.com/olekukonko/tablewriter | v0.0.5 | 间接 |
| Go | github.com/pjbgf/sha1cd | v0.3.2 | 间接 |
| Go | github.com/protonmail/go-crypto | v1.1.6 | 间接 |
| Go | github.com/sergi/go-diff | v1.3.2-0.20230802210424-5b0b94c5c0d3 | 间接 |
| Go | github.com/skeema/knownhosts | v1.3.1 | 间接 |
| Go | github.com/ssor/bom | v0.0.0-20170718123548-6386211fdfcf | 间接 |
| Go | github.com/tetratelabs/wazero | v1.11.0 | 间接 |
| Go | github.com/valyala/bytebufferpool | v1.0.0 | 间接 |
| Go | github.com/valyala/fasttemplate | v1.2.2 | 间接 |
| Go | github.com/xanzy/ssh-agent | v0.3.3 | 间接 |
| Go | go.yaml.in/yaml/v3 | v3.0.4 | 间接 |
| Go | golang.org/x/crypto | v0.50.0 | 间接 |
| Go | golang.org/x/mod | v0.34.0 | 间接 |
| Go | golang.org/x/net | v0.53.0 | 间接 |
| Go | golang.org/x/sync | v0.20.0 | 间接 |
| Go | golang.org/x/sys | v0.43.0 | 间接 |
| Go | golang.org/x/text | v0.36.0 | 间接 |
| Go | golang.org/x/time | v0.8.0 | 间接 |
| Go | golang.org/x/tools | v0.43.0 | 间接 |
| Go | gopkg.in/warnings.v0 | v0.1.2 | 间接 |
依赖安全公告 8
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 55 个包，其中也包含从不交付的开发与测试版本固定：8 个存在已知公告，2 个为直接依赖。
| 软件包 | 版本 | 关系 | 严重程度 | 公告数 | 修复版本 |
|---|---|---|---|---|---|
| github.com/jackc/pgx/v5 | v5.8.0 | 直接 | 严重 | 6 | 5.9.2 |
| golang.org/x/crypto | v0.50.0 | 间接 | 严重 | 27 | 0.52.0 |
| github.com/go-git/go-billy/v5 | v5.6.2 | 间接 | 高 | 4 | 6.0.0-alpha.1 |
| github.com/go-git/go-git/v5 | v5.16.0 | 直接 | 中 | 16 | 6.0.0-alpha.4 |
| github.com/cloudflare/circl | v1.6.1 | 间接 | 中 | 2 | 1.6.3 |
| golang.org/x/net | v0.53.0 | 间接 | 中 | 8 | 0.56.0 |
| golang.org/x/sys | v0.43.0 | 间接 | 未知 | 1 | 0.44.0 |
| golang.org/x/text | v0.36.0 | 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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"body": "…to v0.6.3) (#52)\n\nAdds BM25_TEXT_CONFIG environment variable (default: \"english\") to override\nthe hardcoded BM25 tokenizer/stemmer configuration on the PostgreSQL\nhybrid-search engine. v0.6.3 hardcodes text_config='english', which\nmis-tokenizes non-English corpora.\n\nWhen \"de_en\" is requested, a cus\n[…]\nport of walcz-de commit bd38807 (originally on v0.5.9) onto v0.6.3.\nThe search_vector to_tsvector('english', ...) remains a separate follow-up.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "feat(postgres): make BM25 text_config env-configurable (forward-port …",
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"body": "The image built pg_textsearch from the moving main branch, shipping an\nunreproducible \"1.0.0-dev\". That dev build's bm25 access method could wedge\nan INSERT on a buffer-content lock indefinitely (uninterruptible — only a\nPostgres restart cleared it), holding the relation lock and stalling every\nothe\n[…]\nbuild arg for deliberate future bumps.\n\n\nAssisted-by: Claude:claude-opus-4-8 [Claude Code]\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "chore(docker): pin pg_textsearch to v1.3.1 (#50)",
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"oid": "1c6a03d0c29fbcb692d60411141a0904e51fbe57",
"body": "…the store (#49)\n\nA corrupt custom-index access method (e.g. a BM25 index left inconsistent\nby a past pg_resetwal) can make an INSERT spin indefinitely on a\nbuffer-content lock. The wedged backend holds its relation lock the whole\ntime, so every later statement on that table queues behind it - one s\n[…]\ne env-overridable; \"0\"/\"off\" opts out.\n\n\nAssisted-by: Claude:claude-opus-4-8 [Claude Code]\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Ettore Di Giacinto <mudler@localai.io>",
"is_bot": true,
"headline": "fix(postgres): per-connection timeouts so a wedged index can't stall …",
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"body": "sanitizeTableName only replaced '-', '.' and ' ' with underscores, so a\ncollection name containing other characters leaked into the interpolated\nCREATE TABLE statement and produced a SQL syntax error.\n\nLocalAI namespaces per-user collections as \"{userID}:{name}\". Under legacy\nAPI-key auth the userID\n[…]\no per-user table\nisolation on a shared database is unaffected.\n\nFixes mudler/LocalAI#10375\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "fix(postgres): sanitize all non-identifier chars in table names (#48)",
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"body": "* fix(postgres): index-backed RRF hybrid search to avoid full seqscan\n\nThe hybrid search query wrapped the vector distance operator in a scalar\nsimilarity expression and sorted on the alias (ORDER BY similarity DESC).\nThat blinds the planner: pgvector's HNSW/DiskANN index can only serve a\nbare \"ORDE\n[…]\ndividual embedding call.\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n---------\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Ettore Di Giacinto <mudler@localai.io>",
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"body": "…re (#44)\n\nThree connected bugs in the standalone server:\n\n1. registerAPIRoutes loaded every on-disk collection at boot via\n newVectorEngine. For the postgres engine that constructor performs a\n \"test embedding\" probe that requires the embedding model to be\n reachable. Any error returned hit o\n[…]\nteEntry) now go through lookupCollection.\n\n- The createCollection HTTP handler returns 502 Bad Gateway with a\n helpful error body on engine init failure instead of crashing or\n silently storing nil.",
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"headline": "fix: rehydrate collections lazily; never os.Exit on engine init failu…",
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"body": "CI failed after a7724fe (the go-fitz → go-pdfium switch) with:\n\n go: go.mod requires go >= 1.25.0 (running go 1.24.13; GOTOOLCHAIN=local)\n\n`go mod tidy` after the dep swap pulled in newer x/{net,sync,sys,text,\ntools} that bumped the module's go directive to 1.25. The Dockerfile\nwas still on golang:\n[…]\n26-alpine)\nand LocalAI's Dockerfile (GO_VERSION=1.26.0). Same toolchain across\nthe suite means consistent module-graph resolution.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"body": "7a2086c (v0.6.0) moved PDF extraction from dslipak/pdf to\ngen2brain/go-fitz. That fixed the \"PDF parser hangs forever\" class of\nbug, but it broke aarch64 builds of every consumer that pulls\nLocalRecall through cgo:\n\n /usr/bin/ld:\n /root/go/pkg/mod/github.com/gen2brain/go-fitz@v1.24.15/libs/libmupd\n[…]\nd across uploads. The 60s\ngoroutine timeout is unchanged — defensive belt-and-braces in case a\npathological PDF eats too much CPU.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"body": "The previous PDF parser (github.com/dslipak/pdf v0.0.2) is a single-\nmaintainer pure-Go library that can hang indefinitely on certain xref\nlayouts, encrypted PDFs, scanned-image-only files, and a few other\nstructural quirks. With no timeout and no context, a single bad PDF\nsits inside `chunkFile` → \n[…]\nignal). The\nexisting UTF-8 / null-byte sanitization is preserved — libmupdf can\nstill emit byte sequences that PostgreSQL rejects.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"body": "The three persistent-collection constructors called os.Exit(1) when the\nunderlying engine or PersistentKB init failed. That's acceptable for the\nCLI/server startup path here, but it was catastrophic when the same\nconstructors were embedded in long-running servers (LocalAGI / LocalAI):\na transient em\n[…]\nter handling the error itself — so the\nLocalRecall binary's behavior is unchanged. Embedded callers can pass the\nerror up and degrade gracefully.\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>",
"is_bot": false,
"headline": "fix(rag): return errors from NewPersistent*Collection instead of os.Exit",
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"body": "…anges\n\ncheckAndRecalculateEmbeddings re-embedded existing rows on a model\nswitch but never resized the VECTOR column, so the very next insert\nhit 'expected N dimensions, not M' (SQLSTATE 22000). Migrate by\nDROP/ADD COLUMN at the new dimensionality inside a transaction, after\nhaving pre-computed every new embedding so an embedder outage cannot\nleave the collection half-migrated. Recreate the vector index after\nthe swap via the new createVectorIndex helper.",
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"headline": "fix(postgres): migrate vector column when embedding dimensionality ch…",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
"is_bot": false,
"headline": "return also file name",
"author_name": "Ettore Di Giacinto",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "Return uuid of stored file",
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"body": "* feat: drop memory index\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n* Potential fix for pull request finding\n\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>\n\n* fix tests\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n---------\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
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"headline": "feat: drop memory index (#43)",
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"body": "…ctions\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>",
"is_bot": false,
"headline": "feat: allow to upload documents with different filenames, scope colle…",
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"headline": "chore(refactor): make it prominent that we store even non indexable c…",
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"headline": "feat(api): expose endpoint to get raw file",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "fix: also strip \\x00",
"author_name": "Ettore Di Giacinto",
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"headline": "fix: correctly handle UTF-8 and invalid chars",
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"headline": "chore: annotate creation date in entry metadata",
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"body": "* feat: allow to fetch entry from collection\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n* Add tests\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n* Attach to webui\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n* Add overlap support, return content from file\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>\n\n---------\n\nSigned-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "feat: allow to fetch entry from collection / support overlap (#41)",
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"body": "Signed-off-by: Ettore Di Giacinto <mudler@localai.io>",
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"headline": "Update README with MCP instructions",
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"body": "…g (#39)\n\n* Initial plan\n\n* Add standardized API response structure and update all route handlers\n\nCo-authored-by: mudler <2420543+mudler@users.noreply.github.com>\n\n* Update frontend to handle standardized API responses\n\nCo-authored-by: mudler <2420543+mudler@users.noreply.github.com>\n\n* Remove unus\n[…]\n420543+mudler@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: mudler <2420543+mudler@users.noreply.github.com>",
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"days_since_last_push": 5,
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}
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{
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"weeks": 13
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}
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{
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{
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"points": 8,
"status": "partial",
"details": [],
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]
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{
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"notes": [
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"code": "excluded_no_data",
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{
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],
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"count": 20
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}
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{
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{
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{
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{
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"note": null,
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"inputs": {
"cap": null,
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]
}
],
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{
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"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "good",
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"note": null,
"notes": [],
"value": 70,
"inputs": {
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"stars": 936,
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"components": [
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"points": 48.2,
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}
],
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},
{
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"points": 17.1,
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}
],
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{
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{
"code": "watchers",
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}
],
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]
},
{
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"notes": [],
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{
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"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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}
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{
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"points": 0,
"status": "missed",
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{
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"points": 0,
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{
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"points": 0,
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{
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"points": 0,
"status": "missed",
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],
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{
"key": "governance",
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"name": "Sustainability & Governance",
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"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
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"note": null,
"notes": [],
"value": 29,
"inputs": {
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{
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"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
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"count": 1
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}
],
"max_points": 54
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{
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"details": [
{
"code": "top_contributor_share",
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}
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{
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"points": 8.1,
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"details": [
{
"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"max_points": 10
}
]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
"value": 44,
"inputs": {
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"open_issues": 19,
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"issue_closed_ratio": 0.174,
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"components": [
{
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"points": 8.1,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
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}
],
"max_points": 46.75
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{
"key": "pr_acceptance",
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"detail": "25/28 decided PRs merged",
"points": 34.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
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}
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{
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"status": "partial",
"details": [],
"max_points": 15
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]
},
{
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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}
],
"value": 74,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "mudler",
"public_repos": 306,
"account_age_days": 5050
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"components": [
{
"key": "ownership_backing",
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"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
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}
],
"max_points": 30
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{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
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{
"key": "owner_reach",
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"points": 24.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
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"login": "mudler"
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}
],
"max_points": 25
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{
"key": "track_record",
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"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 306
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},
{
"code": "account_age_years",
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}
],
"max_points": 25
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]
},
{
"key": "package_maintenance",
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"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"ecosystems": "go",
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"code": "packages_published",
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"ecosystems": "go"
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}
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{
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"detail": "latest publish 5 days ago",
"points": 35,
"status": "met",
"details": [
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"code": "publish_recency",
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"days": 5
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}
],
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{
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"points": 20,
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{
"code": "published_versions",
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}
],
"max_points": 20
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{
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"code": "package_not_deprecated",
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],
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]
}
],
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{
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"weight": 0.2,
"metrics": [
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"notes": [],
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"inputs": {
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"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
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{
"key": "tests_present",
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{
"key": "linter_config",
"name": "Linter config",
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{
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{
"key": "editorconfig",
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{
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]
},
{
"key": "documentation",
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"notes": [],
"value": 50,
"inputs": {
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"homepage": null,
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"components": [
{
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"points": 30,
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{
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"points": 0,
"status": "missed",
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{
"key": "documentation_homepage_site",
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"points": 0,
"status": "missed",
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{
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"points": 10,
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{
"key": "topics",
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{
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
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]
}
],
"description": "Are baseline engineering and documentation practices in place?"
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{
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"weight": 0.16,
"metrics": [
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"notes": [
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"code": "excluded_no_data",
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},
{
"code": "weights_renormalized",
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],
"value": 38,
"inputs": {
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"scorecard_version": "v5.5.0",
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"components": [
{
"key": "binary_artifacts",
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"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
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{
"key": "ci_tests",
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"points": 1.8,
"status": "partial",
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{
"key": "cii_best_practices",
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"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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{
"key": "code_review",
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"detail": "Found 5/28 approved changesets -- score normalized to 1",
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"status": "partial",
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 7 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": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "37 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
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]
},
{
"key": "dependency_advisories",
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"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 55 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": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
"params": {}
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{
"code": "advisories_scope_repository",
"params": {
"assessed": 55
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},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 47,
"inputs": {
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"affected_packages": 8,
"assessed_packages": 55,
"unassessed_packages": 0,
"affected_by_severity": "critical 2, high 1, moderate 3, unknown 2",
"direct_affected_packages": 2
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"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "2 affected: github.com/jackc/pgx/v5 v5.8.0 (critical 9.8), github.com/go-git/go-git/v5 v5.16.0 (moderate 6.5)",
"points": 6.5,
"status": "partial",
"details": [
{
"code": "advisories_affected",
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