公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-24 14:54 UTC

LostRuins / koboldcpp

Run GGUF models easily with a KoboldAI UI. One File. Zero Install.

C++AGPL-3.0★ 11,855 星标⑂ 780 复刻始于 2023年3月复刻在 GitHub 上查看 ↗
类型命令行工具如何判定
#koboldcpp#llamacpp#llm#koboldai#llama#ggml#gguf#gemma#language-model#mistral

LostRuins/koboldcpp 的健康指数为 100 分中的 80 分，处于「优秀」区间。 其得分最高的类别是Vitality（99/100），最低的是Security（40/100）。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

80
总分 / 100
优秀

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。

80
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）
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。

加权总体分 68 经校准后在公布的指数量表上为 80（记录校准 2026-08-02）。

所有权

LostRuins Concedo个人账户
403 关注者8 个公开仓库始于 2018年5月

该仓库由个人账户拥有。相较于组织支持的项目，单一所有者项目的延续性风险更高。

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标签
PyPIgguf指向其他仓库——不计分0.19.05,532,95226141 天前ggmlggufllama.cpp

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？

99卓越 · 占总体的 21%

开发活跃度

99卓越
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
35.3/36提交节奏 — 52 周中有 51 周有提交
18/18提交量 — 最近一年 5,943 次提交
0/10OpenSSF Scorecard：Maintained — 无数据
所用输入
commits_last_year5,943
human_commit_share1
days_since_last_push0
active_weeks_last_year51

发布纪律

100卓越
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 8 天前
27/27发布节奏 — 约每 16.5 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — 无数据
所用输入
releases_count100
latest_release_tagv1.121
releases_from_tags否
days_since_latest_release8
mean_days_between_releases16.5

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？

62中等 · 占总体的 17%

流行度与采用

95卓越
评分方式
60/60星标 — 11,855 个星标
24.1/25复刻 — 780 个复刻
11.3/15关注者 — 108 位关注者
所用输入
forks780
stars11,855
watchers108
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

25存在风险
评分方式
0/22.5README
22.5/22.5许可证 — 可识别的许可证（AGPL-3.0）
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme否
has_license否
readme_badges0
has_contributing否
has_issue_template否
has_code_of_conduct否
readme_badge_services—
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？

64中等 · 占总体的 23%

维护者韧性（巴士系数）

59中等
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
14.7/22.5提交分布 — 头号贡献者编写了 35% 的提交
13.5/13.5贡献者广度 — 100 位贡献者
0/10OpenSSF Scorecard：Contributors — 无数据
所用输入
bus_factor2
contributors_sampled100
top_contributor_share0.347

议题与 PR 响应能力

74良好
评分方式
28.2/42议题解决 — 67% 的议题已关闭
21.8/30PR 接受 — 已裁定的 PR 中 351/482 已合并
13/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 2/2
0/15OpenSSF Scorecard：Code-Review — 无数据
所用输入
merged_prs351
open_issues522
closed_issues1,068
prs_merged_7d5
prs_decided_7d5
prs_merged_30d18
prs_decided_30d20
issue_closed_ratio0.672
closed_unmerged_prs131
first_time_authors_30d2
first_time_prs_merged_30d2
first_time_prs_decided_30d2

所有权与托管责任

59中等
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
18.7/25所有者影响力 — LostRuins 有 403 位关注者
18.9/25既往记录 — 8 个公开仓库，账户约 8 年
所用输入
followers403
owner_typeUser
is_verified—
owner_loginLostRuins
public_repos8
account_age_days3,063
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。

工程质量

基础的工程与文档实践是否到位？

67良好 · 占总体的 19%

工程实践

88优秀
评分方式
24/24CI 工作流 — 12 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.js
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
0/20OpenSSF Scorecard：CI-Tests — 无数据
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config否

文档

35薄弱
评分方式
0/30README
0/25文档目录
15/15文档 / 主页站点 — https://github.com/LostRuins/koboldcpp/releases/latest
0/10仓库描述
10/10主题标签 — 10 个主题标签
10/10Wiki
所用输入
topicskoboldcpp, llamacpp, llm, koboldai, llama, ggml, gguf, gemma, language-model, mistral
has_wiki是
homepagehttps://github.com/LostRuins/koboldcpp/releases/latest
docs_sitehttps://github.com/LostRuins/koboldcpp/releases/latest
has_readme否
has_docs_dir否
has_description否

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薄弱 · 占总体的 16%

安全态势

25存在风险
评分方式
0/30安全策略（SECURITY.md）
0/25Dependabot 配置
25/25依赖锁定文件 — package-lock.json
0/20CodeQL 工作流
所用输入
sourcefile_signals
lockfilespackage-lock.json
manifestsgguf-py/pyproject.toml, requirements.txt
has_codeql_workflow否
has_security_policy否
has_dependabot_config否

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
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories0
affected_packages0
assessed_packages8
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:gguf@0.19.0 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 8 个软件包。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？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。

73良好 · 占总体的 4%

AI 代理上下文与指引

40薄弱
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）
40/40可读的提交历史 — 100 次人类提交中有 85 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
llms_txt_url—
legible_history_share0.85
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

80优秀
评分方式
18/18一条命令的引导启动 — Makefile
22/22自动化测试
11/11Lint / 格式化配置 — eslint.config.js
11/11静态类型检查 — gguf-py/gguf/py.typed, mypy.ini, tools/ui/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard：Pinned-Dependencies — 无数据
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json
has_dockerfile是
typed_language是
bootstrap_filesMakefile
has_devcontainer否
has_linter_config是
typecheck_configsgguf-py/gguf/py.typed, mypy.ini, tools/ui/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

95卓越
评分方式
45/45可类型检查的代码 — C++（静态类型）
49.9/55可控的文件大小 — 采样的 1,604 个源文件中有 150 个超过 60KB
所用输入
primary_languageC++
largest_source_bytes45,738,129
source_files_sampled1,604
oversized_source_files150

机器可读接口

100卓越
评分方式
0/40API 模式（OpenAPI/GraphQL/proto） — 不适用于此类软件
20/20MCP 服务器
40/40可运行示例 — examples, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal是
api_schema_files—
interfaces_expected_of—
已排除计分（无数据或不适用）：API 模式（OpenAPI/GraphQL/proto）。 其余权重已重新归一化。

关键数据

11,855GitHub 星标
100贡献者
5,943最近 12 个月提交数
0距最近推送天数
100发布版本数
2巴士系数（bus factor）
522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
  • Community profile unavailable
  • pypi package 'gguf' points at a different repository (https://github.com/ggml-org/llama.cpp); excluded from ecosystem scoring
  • OpenSSF Scorecard did not return a usable result (killed by SIGKILL — most likely the container's memory limit); skipping Scorecard checks

更多细节

Star 与 Fork 历史 0 ★ / 780 ⇿
0Star
780Fork
100发布

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

0200400600800780122023-032024-122026-09
主版本 0次版本 0修订 60

每个点涵盖 4 天。

直接依赖 4
注册表软件包版本约束清单文件
PyPInumpy(>=2.2.6)gguf-py/pyproject.toml
PyPItqdm(>=4.27)gguf-py/pyproject.toml
PyPIpyyaml(>=5.1)gguf-py/pyproject.toml
PyPIrequests(>=2.25)gguf-py/pyproject.toml
全部依赖 1,225

来自 GitHub 依赖图的完整解析依赖集合：7 个直接依赖与 1,218 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
PyPInumpy—直接
PyPInumpy2.2.6直接
PyPIpyyaml6.0.3直接
PyPIrequests—直接
PyPIrequests2.34.2直接
PyPItqdm—直接
PyPItqdm4.70.1直接
npm@adobe/css-tools4.5.0间接
npm@ampproject/remapping2.3.0间接
npm@antfu/install-pkg1.1.0间接
npm@apideck/better-ajv-errors0.3.7间接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.29.7间接
npm@babel/helper-annotate-as-pure7.29.7间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-create-class-features-plugin7.29.7间接
npm@babel/helper-create-regexp-features-plugin7.29.7间接
npm@babel/helper-define-polyfill-provider0.6.8间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-member-expression-to-functions7.29.7间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-optimise-call-expression7.29.7间接
npm@babel/helper-plugin-utils7.29.7间接
npm@babel/helper-remap-async-to-generator7.29.7间接
npm@babel/helper-replace-supers7.29.7间接
npm@babel/helper-skip-transparent-expression-wrappers7.29.7间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helper-wrap-function7.29.7间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.29.7间接
npm@babel/plugin-bugfix-firefox-class-in-computed-class-key7.29.7间接
npm@babel/plugin-bugfix-safari-class-field-initializer-scope7.29.7间接
npm@babel/plugin-bugfix-safari-id-destructuring-collision-in-function-expression7.29.7间接
npm@babel/plugin-bugfix-safari-rest-destructuring-rhs-array7.29.7间接
npm@babel/plugin-bugfix-v8-spread-parameters-in-optional-chaining7.29.7间接
npm@babel/plugin-bugfix-v8-static-class-fields-redefine-readonly7.29.7间接
npm@babel/plugin-proposal-private-property-in-object7.21.0-placeholder-for-preset-env.2间接
npm@babel/plugin-syntax-import-assertions7.29.7间接
npm@babel/plugin-syntax-import-attributes7.29.7间接
npm@babel/plugin-syntax-unicode-sets-regex7.18.6间接
npm@babel/plugin-transform-arrow-functions7.29.7间接
npm@babel/plugin-transform-async-generator-functions7.29.7间接
npm@babel/plugin-transform-async-to-generator7.29.7间接
npm@babel/plugin-transform-block-scoped-functions7.29.7间接
npm@babel/plugin-transform-block-scoping7.29.7间接
npm@babel/plugin-transform-class-properties7.29.7间接
npm@babel/plugin-transform-class-static-block7.29.7间接
npm@babel/plugin-transform-classes7.29.7间接
npm@babel/plugin-transform-computed-properties7.29.7间接
npm@babel/plugin-transform-destructuring7.29.7间接
npm@babel/plugin-transform-dotall-regex7.29.7间接
npm@babel/plugin-transform-duplicate-keys7.29.7间接
npm@babel/plugin-transform-duplicate-named-capturing-groups-regex7.29.7间接
npm@babel/plugin-transform-dynamic-import7.29.7间接
npm@babel/plugin-transform-explicit-resource-management7.29.7间接
npm@babel/plugin-transform-exponentiation-operator7.29.7间接
npm@babel/plugin-transform-export-namespace-from7.29.7间接
npm@babel/plugin-transform-for-of7.29.7间接
npm@babel/plugin-transform-function-name7.29.7间接
npm@babel/plugin-transform-json-strings7.29.7间接
npm@babel/plugin-transform-literals7.29.7间接
npm@babel/plugin-transform-logical-assignment-operators7.29.7间接
npm@babel/plugin-transform-member-expression-literals7.29.7间接
npm@babel/plugin-transform-modules-amd7.29.7间接
npm@babel/plugin-transform-modules-commonjs7.29.7间接
npm@babel/plugin-transform-modules-systemjs7.29.7间接
npm@babel/plugin-transform-modules-umd7.29.7间接
npm@babel/plugin-transform-named-capturing-groups-regex7.29.7间接
npm@babel/plugin-transform-new-target7.29.7间接
npm@babel/plugin-transform-nullish-coalescing-operator7.29.7间接
npm@babel/plugin-transform-numeric-separator7.29.7间接
npm@babel/plugin-transform-object-rest-spread7.29.7间接
npm@babel/plugin-transform-object-super7.29.7间接
npm@babel/plugin-transform-optional-catch-binding7.29.7间接
npm@babel/plugin-transform-optional-chaining7.29.7间接
npm@babel/plugin-transform-parameters7.29.7间接
npm@babel/plugin-transform-private-methods7.29.7间接
npm@babel/plugin-transform-private-property-in-object7.29.7间接
npm@babel/plugin-transform-property-literals7.29.7间接
npm@babel/plugin-transform-regenerator7.29.7间接
npm@babel/plugin-transform-regexp-modifiers7.29.7间接
npm@babel/plugin-transform-reserved-words7.29.7间接
npm@babel/plugin-transform-shorthand-properties7.29.7间接
npm@babel/plugin-transform-spread7.29.7间接
npm@babel/plugin-transform-sticky-regex7.29.7间接
npm@babel/plugin-transform-template-literals7.29.7间接
npm@babel/plugin-transform-typeof-symbol7.29.7间接
npm@babel/plugin-transform-unicode-escapes7.29.7间接
npm@babel/plugin-transform-unicode-property-regex7.29.7间接
npm@babel/plugin-transform-unicode-regex7.29.7间接
npm@babel/plugin-transform-unicode-sets-regex7.29.7间接
npm@babel/preset-env7.29.7间接
npm@babel/preset-modules0.1.6-no-external-plugins间接
npm@babel/runtime7.29.7间接
npm@babel/template7.29.7间接
npm@babel/traverse7.29.7间接
npm@babel/types7.29.7间接
npm@bcoe/v8-coverage1.0.2间接
npm@blazediff/core1.9.1间接
npm@braintree/sanitize-url7.1.2间接
npm@canvas/image-data1.1.0间接
npm@chevrotain/types11.1.2间接
npm@chromatic-com/storybook5.2.1间接
npm@emnapi/core1.10.0间接
npm@emnapi/core1.9.2间接
npm@emnapi/runtime1.10.0间接
npm@emnapi/runtime1.11.3间接
npm@emnapi/runtime1.9.2间接
npm@emnapi/wasi-threads1.2.1间接
npm@esbuild/aix-ppc640.28.1间接
npm@esbuild/android-arm0.28.1间接
npm@esbuild/android-arm640.28.1间接
npm@esbuild/android-x640.28.1间接
npm@esbuild/darwin-arm640.28.1间接
npm@esbuild/darwin-x640.28.1间接
npm@esbuild/freebsd-arm640.28.1间接
npm@esbuild/freebsd-x640.28.1间接
npm@esbuild/linux-arm0.28.1间接
npm@esbuild/linux-arm640.28.1间接
npm@esbuild/linux-ia320.28.1间接
npm@esbuild/linux-loong640.28.1间接
npm@esbuild/linux-mips64el0.28.1间接
npm@esbuild/linux-ppc640.28.1间接
npm@esbuild/linux-riscv640.28.1间接
npm@esbuild/linux-s390x0.28.1间接
npm@esbuild/linux-x640.28.1间接
npm@esbuild/netbsd-arm640.28.1间接
npm@esbuild/netbsd-x640.28.1间接
npm@esbuild/openbsd-arm640.28.1间接
npm@esbuild/openbsd-x640.28.1间接
npm@esbuild/openharmony-arm640.28.1间接
npm@esbuild/sunos-x640.28.1间接
npm@esbuild/win32-arm640.28.1间接
npm@esbuild/win32-ia320.28.1间接
npm@esbuild/win32-x640.28.1间接
npm@eslint-community/eslint-utils4.9.1间接
npm@eslint-community/regexpp4.12.2间接
npm@eslint/compat1.4.1间接
npm@eslint/config-array0.21.2间接
npm@eslint/config-helpers0.4.2间接
npm@eslint/core0.17.0间接
npm@eslint/eslintrc3.3.5间接
npm@eslint/js9.39.2间接
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npmworkbox-build7.4.1间接
npmworkbox-cacheable-response7.4.1间接
npmworkbox-core7.4.1间接
npmworkbox-expiration7.4.1间接
npmworkbox-google-analytics7.4.1间接
npmworkbox-navigation-preload7.4.1间接
npmworkbox-precaching7.4.1间接
npmworkbox-range-requests7.4.1间接
npmworkbox-recipes7.4.1间接
npmworkbox-routing7.4.1间接
npmworkbox-strategies7.4.1间接
npmworkbox-streams7.4.1间接
npmworkbox-sw7.4.1间接
npmworkbox-window7.4.1间接
npmwrappy1.0.2间接
npmws8.21.2间接
npmwsl-utils0.1.0间接
npmyallist3.1.1间接
npmyallist5.0.0间接
npmyaml1.10.3间接
npmyocto-queue0.1.0间接
npmzimmerframe1.1.2间接
npmzimmerframe1.1.4间接
npmzod4.4.3间接
npmzod-to-json-schema3.25.2间接
npmzwitch2.0.4间接
PyPIaiohttp—间接
PyPIatomicwrites1.4.1间接
PyPIattrs26.1.0间接
PyPIcertifi2026.7.22间接
PyPIcharset-normalizer3.5.1间接
PyPIcolorama0.4.6间接
PyPIcustomtkinter—间接
PyPIdarkdetect—间接
PyPIdatasets—间接
PyPIfilelock—间接
PyPIgguf—间接
PyPIidna3.19间接
PyPIjinja2—间接
PyPImatplotlib—间接
PyPImore-itertools11.1.0间接
PyPIopenai—间接
PyPIpackaging26.3间接
PyPIpillow—间接
PyPIpluggy0.13.1间接
PyPIprometheus-client—间接
PyPIprotobuf—间接
PyPIpsutil—间接
PyPIpy1.11.0间接
PyPIpyside66.11.2间接
PyPIpyside6-addons6.11.2间接
PyPIpyside6-essentials6.11.2间接
PyPIpytest—间接
PyPIpytest5.4.3间接
PyPIpytest-xdist—间接
PyPIsentencepiece—间接
PyPIshiboken66.11.2间接
PyPItomli2.4.1间接
PyPItorch2.11.0间接
PyPItorchvision0.26.0间接
PyPItransformers—间接
PyPIurllib32.7.0间接
PyPIwcwidth0.8.3间接
PyPIwget—间接
依赖安全公告 0

安装 pypi:gguf@0.19.0 会引入 8 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

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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 v2.10.0、模式 v0.34.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.