公开记录
软件健康报告模式 0.27.0 · 指标 2.3.1 · 2026-07-29 19:26 UTC

rmedranollamas / research-cli

Gemini Deep Research Agent CLI

GoApache-2.0★ 20 星标⑂ 1 复刻始于 2026年1月在 GitHub 上查看 ↗
类型命令行工具如何判定

rmedranollamas/research-cli 的健康指数为 100 分中的 65 分,处于「良好」区间。 其得分最高的类别是Vitality(86/100),最低的是Community & Adoption(35/100)。 最近一次更新在 4 天前。 近期的大部分工作由 1 位贡献者完成。

65
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均,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。

65
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 60 经校准后在公布的指数量表上为 65(记录校准 2026-08-02)。

所有权

83 关注者9 个公开仓库始于 2018年12月@Google

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。

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?

86优秀 · 占总体的 21%
评分方式
36/36推送新近度 — 最近一次推送于 4 天前
19.4/36提交节奏 — 52 周中有 28 周有提交
18/18提交量 — 最近一年 631 次提交
10/10OpenSSF 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_year631
human_commit_share0.63
days_since_last_push4
active_weeks_last_year28

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 40 个发布版本
36/36发布时效 — 最近一次发布版本于 19 天前
27/27发布节奏 — 约每 14.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count40
latest_release_tagv0.3.1
releases_from_tags
days_since_latest_release19
mean_days_between_releases14.1

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?

35薄弱 · 占总体的 17%

流行度与采用

21存在风险
评分方式
20.7/60星标 — 20 个星标
0/25复刻 — 1 个复刻
0/15关注者 — 0 位关注者
所用输入
forks1
stars20
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
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
has_license
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template

可持续性与治理

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

44薄弱 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
0/42议题解决 — 没有议题或无数据
28.8/30PR 接受 — 已裁定的 PR 中 194/202 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard:Code-Review — Found 0/5 approved changesets -- score normalized to 0
所用输入
merged_prs194
open_issues0
closed_issues0
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio
closed_unmerged_prs8
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):议题解决, newcomer_pr_acceptance。 其余权重已重新归一化。
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
13.8/25所有者影响力 — rmedranollamas 有 83 位关注者
19.3/25既往记录 — 9 个公开仓库,账户约 7 年
所用输入
followers83
owner_typeUser
is_verified
owner_loginrmedranollamas
public_repos9
account_age_days2,784
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?

61中等 · 占总体的 19%

工程实践

68良好
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

50中等
评分方式
30/30README
0/25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
0/10Wiki
所用输入
topicsgemini-cli-extension, gemini-cli
has_wiki
homepage
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

70良好 · 占总体的 16%

安全态势

62中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.5/2.5CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/5 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6.2
已排除计分(无数据或不适用):branch_protection, packaging。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories23
affected_packages7
assessed_packages113
unassessed_packages1
affected_by_severitycritical 1, high 3, moderate 2, unknown 1
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 113 个已解析依赖与 OSV 比对。 有 1 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 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。

82优秀 · 占总体的 4%
评分方式
45/45代理指令 — AGENTS.md
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 63 次人类提交中有 58 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.921
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes2,370
评分方式
12.6/18一条命令的引导启动 — go.mod(工具链约定,无任务运行器)
22/22自动化测试
0/11Lint / 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
10/10已体现的代理实践 — 最近 100 次提交中有 22 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 18 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesgo.sum
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.22
toolchain_manifestsgo.mod
dependency_bot_commit_share0.18
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 25 个源文件中有 0 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes12,019
source_files_sampled25
oversized_source_files0

关键数据

20GitHub 星标
1贡献者
631最近 12 个月提交数
4距最近推送天数
40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
  • Could not fetch go package 'github.com/google/research-cli' from its registry

更多细节

OpenSSF Scorecard 6.2 / 10
6.2综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-29 19:26 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/5 approved changesets -- score normalized to 0
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
直接依赖 6
注册表软件包版本约束清单文件
Gogithub.com/charmbracelet/glamourv1.0.0go.mod
Gogithub.com/charmbracelet/lipglossv1.1.1-0.20250404203927-76690c660834go.mod
Gogithub.com/joho/godotenvv1.5.1go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogoogle.golang.org/genaiv1.64.0go.mod
Gomodernc.org/sqlitev1.54.0go.mod
全部依赖 114

来自 GitHub 依赖图的完整解析依赖集合:6 个直接依赖与 108 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
Gogithub.com/charmbracelet/glamourv1.0.0直接
Gogithub.com/charmbracelet/lipglossv1.1.1-0.20250404203927-76690c660834直接
Gogithub.com/joho/godotenvv1.5.1直接
Gogithub.com/spf13/cobrav1.10.2直接
Gogoogle.golang.org/genaiv1.64.0直接
Gomodernc.org/sqlitev1.54.0直接
Gocloud.google.com/gov0.123.0间接
Gocloud.google.com/go/authv0.21.0间接
Gocloud.google.com/go/compute/metadatav0.9.0间接
Gogithub.com/alecthomas/chroma/v2v2.27.0间接
Gogithub.com/aymanbagabas/go-osc52/v2v2.0.1间接
Gogithub.com/aymerick/douceurv0.2.0间接
Gogithub.com/cespare/xxhash/v2v2.3.0间接
Gogithub.com/charmbracelet/colorprofilev0.4.3间接
Gogithub.com/charmbracelet/x/ansiv0.11.7间接
Gogithub.com/charmbracelet/x/cellbufv0.0.15间接
Gogithub.com/charmbracelet/x/exp/slicev0.0.0-20260705004817-2cc9a8fe1146间接
Gogithub.com/charmbracelet/x/termv0.2.2间接
Gogithub.com/clipperhouse/displaywidthv0.11.0间接
Gogithub.com/clipperhouse/uax29/v2v2.7.0间接
Gogithub.com/dlclark/regexp2/v2v2.2.2间接
Gogithub.com/dustin/go-humanizev1.0.1间接
Gogithub.com/felixge/httpsnoopv1.1.0间接
Gogithub.com/go-logr/logrv1.4.3间接
Gogithub.com/go-logr/stdrv1.2.2间接
Gogithub.com/google/go-cmpv0.7.0间接
Gogithub.com/google/s2a-gov0.1.9间接
Gogithub.com/google/uuidv1.6.0间接
Gogithub.com/googleapis/enterprise-certificate-proxyv0.3.18间接
Gogithub.com/googleapis/gax-go/v2v2.23.0间接
Gogithub.com/gorilla/cssv1.0.1间接
Gogithub.com/gorilla/websocketv1.5.3间接
Gogithub.com/inconshreveable/mousetrapv1.1.0间接
Gogithub.com/lucasb-eyer/go-colorfulv1.4.0间接
Gogithub.com/mattn/go-isattyv0.0.22间接
Gogithub.com/mattn/go-runewidthv0.0.24间接
Gogithub.com/microcosm-cc/bluemondayv1.0.27间接
Gogithub.com/muesli/reflowv0.3.0间接
Gogithub.com/muesli/termenvv0.16.0间接
Gogithub.com/ncruces/go-strftimev1.0.0间接
Gogithub.com/remyoudompheng/bigfftv0.0.0-20230129092748-24d4a6f8daec间接
Gogithub.com/rivo/unisegv0.4.7间接
Gogithub.com/spf13/pflagv1.0.10间接
Gogithub.com/xo/terminfov0.0.0-20220910002029-abceb7e1c41e间接
Gogithub.com/yuin/goldmarkv1.8.2间接
Gogithub.com/yuin/goldmark-emojiv1.0.6间接
Gogo.opentelemetry.io/auto/sdkv1.2.1间接
Gogo.opentelemetry.io/contrib/instrumentation/net/http/otelhttpv0.69.0间接
Gogo.opentelemetry.io/otelv1.44.0间接
Gogo.opentelemetry.io/otel/metricv1.44.0间接
Gogo.opentelemetry.io/otel/tracev1.44.0间接
Gogolang.org/x/cryptov0.54.0间接
Gogolang.org/x/expv0.0.0-20250305212735-054e65f0b394间接
Gogolang.org/x/netv0.57.0间接
Gogolang.org/x/sysv0.47.0间接
Gogolang.org/x/termv0.45.0间接
Gogolang.org/x/textv0.40.0间接
Gogoogle.golang.org/apiv0.288.0间接
Gogoogle.golang.org/genproto/googleapis/rpcv0.0.0-20260706201446-f0a921348800间接
Gogoogle.golang.org/grpcv1.82.0间接
Gogoogle.golang.org/protobufv1.36.11间接
Gomodernc.org/libcv1.74.1间接
Gomodernc.org/mathutilv1.7.1间接
Gomodernc.org/memoryv1.11.0间接
PyPIaltgraph0.17.5间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.13.0间接
PyPIcertifi2026.4.22间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclick8.3.3间接
PyPIcolorama0.4.6间接
PyPIcryptography48.0.0间接
PyPIdistro1.9.0间接
PyPIfastapi0.136.1间接
PyPIgoogle-auth2.50.0间接
PyPIgoogle-genai2.0.0间接
PyPIh110.16.0间接
PyPIhttpcore1.0.9间接
PyPIhttpx0.28.1间接
PyPIidna3.13间接
PyPIiniconfig2.3.0间接
PyPImacholib1.16.4间接
PyPImarkdown-it-py4.0.0间接
PyPImdurl0.1.2间接
PyPIpackaging26.2间接
PyPIpefile2024.8.26间接
PyPIpluggy1.6.0间接
PyPIpyasn10.6.3间接
PyPIpyasn1-modules0.4.2间接
PyPIpycparser3.0间接
PyPIpydantic2.13.3间接
PyPIpydantic-core2.46.3间接
PyPIpygments2.20.0间接
PyPIpyinstaller6.20.0间接
PyPIpyinstaller-hooks-contrib2026.5间接
PyPIpytest9.0.3间接
PyPIpytest-asyncio1.3.0间接
PyPIpython-dotenv1.2.2间接
PyPIpywin32-ctypes0.2.3间接
PyPIreport间接
PyPIrequests2.33.1间接
PyPIresearch-cli0.2.0间接
PyPIrich15.0.0间接
PyPIsetuptools82.0.1间接
PyPIsniffio1.3.1间接
PyPIstarlette1.0.0间接
PyPItenacity9.1.4间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPIurllib32.7.0间接
PyPIuvicorn0.46.0间接
PyPIwebsockets16.0间接
依赖安全公告 7

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 113 个包,其中也包含从不交付的开发与测试版本固定:7 个存在已知公告,0 个为直接依赖。 有 1 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
google.golang.org/grpcv1.82.0间接严重21.82.1
cryptography48.0.0间接148.0.1
pyasn10.6.3间接50.6.4
starlette1.0.0间接101.3.1
idna3.13间接23.15
setuptools82.0.1间接283.0.0
golang.org/x/cryptov0.54.0间接未知1

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
{
  "data": {
    "repo": {
      "topics": [
        "gemini-cli-extension",
        "gemini-cli"
      ],
      "is_fork": false,
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          "headline": "Chore(deps): bump google.golang.org/genai from 1.60.0 to 1.61.0",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-19T03:53:53Z",
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        },
        {
          "oid": "9c997b6488f810d05ee75aade2f8df25e975693b",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v6...v7)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '7'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Chore(deps): bump actions/checkout from 6 to 7",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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        {
          "oid": "544dea02b5b03e7835c31b62fc71018d76bd1930",
          "body": "…ernc.org/sqlite-1.52.0\n\nChore(deps): bump modernc.org/sqlite from 1.51.0 to 1.52.0",
          "is_bot": false,
          "headline": "Merge pull request #191 from rmedranollamas/dependabot/go_modules/mod…",
          "author_name": "Ramón Medrano Llamas",
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          "committed_at": "2026-06-16T09:51:19Z",
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        {
          "oid": "01f10f31b06440d38a728edc6702c16faa52ca9d",
          "body": "Bumps [modernc.org/sqlite](https://gitlab.com/cznic/sqlite) from 1.51.0 to 1.52.0.\n- [Changelog](https://gitlab.com/cznic/sqlite/blob/master/CHANGELOG.md)\n- [Commits](https://gitlab.com/cznic/sqlite/compare/v1.51.0...v1.52.0)\n\n---\nupdated-dependencies:\n- dependency-name: modernc.org/sqlite\n  dependency-version: 1.52.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Chore(deps): bump modernc.org/sqlite from 1.51.0 to 1.52.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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          "oid": "dae3d311f1b0831c0348d558329867d95497b1ec",
          "body": "…gle.golang.org/genai-1.60.0\n\nChore(deps): bump google.golang.org/genai from 1.58.0 to 1.60.0",
          "is_bot": false,
          "headline": "Merge pull request #192 from rmedranollamas/dependabot/go_modules/goo…",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-06-16T09:48:53Z",
          "body_truncated": false,
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        {
          "oid": "d70ca1b10f2a59346f9c00fc86efef4895642f3e",
          "body": "Bumps [google.golang.org/genai](https://github.com/googleapis/go-genai) from 1.58.0 to 1.60.0.\n- [Release notes](https://github.com/googleapis/go-genai/releases)\n- [Changelog](https://github.com/googleapis/go-genai/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/googleapis/go-genai/compare/v1\n[…]\nency-name: google.golang.org/genai\n  dependency-version: 1.60.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Chore(deps): bump google.golang.org/genai from 1.58.0 to 1.60.0",
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          "oid": "4b9ebadb24e04458ca84517d3db571cfd7258797",
          "body": "…ernc.org/sqlite-1.51.0\n\nChore(deps): bump modernc.org/sqlite from 1.50.1 to 1.51.0",
          "is_bot": false,
          "headline": "Merge pull request #188 from rmedranollamas/dependabot/go_modules/mod…",
          "author_name": "Ramón Medrano Llamas",
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          "body": "…s-optimization-12767820373182399965\n\n⚡ [performance] Optimize String Truncation in list command",
          "is_bot": false,
          "headline": "Merge pull request #189 from rmedranollamas/performance/truncate-rune…",
          "author_name": "Ramón Medrano Llamas",
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          "committed_at": "2026-05-31T15:01:00Z",
          "body_truncated": false,
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          "oid": "b2a504a2d2799484324f4e79582b26b87e1a8e34",
          "body": "Replaced full string-to-rune slice conversion with a more efficient range loop iteration. This avoids O(n) memory allocation and enables early termination when the limit is reached.\n\nBenchmark results (1MB string, limit 50):\nBaseline: ~4,000,000 ns/op, 4,000,000 B/op\nOptimized: ~135 ns/op, 64 B/op\n\nCo-authored-by: rmedranollamas <45878745+rmedranollamas@users.noreply.github.com>",
          "is_bot": true,
          "headline": "⚡ optimize truncateRunes in cmd/list.go",
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          "oid": "63434b2e0ae7d821dbe44bd5924e62a67b08edca",
          "body": "Bumps [modernc.org/sqlite](https://gitlab.com/cznic/sqlite) from 1.50.1 to 1.51.0.\n- [Changelog](https://gitlab.com/cznic/sqlite/blob/master/CHANGELOG.md)\n- [Commits](https://gitlab.com/cznic/sqlite/compare/v1.50.1...v1.51.0)\n\n---\nupdated-dependencies:\n- dependency-name: modernc.org/sqlite\n  dependency-version: 1.51.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Chore(deps): bump modernc.org/sqlite from 1.50.1 to 1.51.0",
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          "committed_at": "2026-05-29T03:57:11Z",
          "body_truncated": false,
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        {
          "oid": "94dba45707a981cfbd6a48c2e5ffa4f34a611ebe",
          "body": "…7158998241360\n\n🧪 [testing improvement] Add tests for UI print functions",
          "is_bot": false,
          "headline": "Merge pull request #187 from rmedranollamas/improve-ui-testing-562133…",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-24T16:51:24Z",
          "body_truncated": false,
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        },
        {
          "oid": "10f1f6375eb93cea6d0cdfeab2a53393f831d57b",
          "body": "…output capture\n\n- Added `internal/ui/ui_test.go` with tests for `PrintError`, `PrintSuccess`, `PrintReport`, and `PrintPanel`.\n- Implemented robust `captureOutput` helper using `os.Pipe`, a goroutine for reading, and `defer` for stdout restoration.\n- Implemented `stripANSI` helper to remove lipgloss styling from output for easier verification.\n\nCo-authored-by: rmedranollamas <45878745+rmedranollamas@users.noreply.github.com>",
          "is_bot": true,
          "headline": "🧪 [testing improvement] Add tests for UI print functions with robust …",
          "author_name": "google-labs-jules[bot]",
          "author_login": "google-labs-jules[bot]",
          "committed_at": "2026-05-24T15:36:39Z",
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        },
        {
          "oid": "6414773fcc6e84a5c86a6410c07bec87cfda3aef",
          "body": "- Added `internal/ui/ui_test.go` with tests for `PrintError`, `PrintSuccess`, `PrintReport`, and `PrintPanel`.\n- Implemented `captureOutput` helper to intercept `os.Stdout`.\n- Implemented `stripANSI` helper to remove lipgloss styling from output for easier verification.\n\nCo-authored-by: rmedranollamas <45878745+rmedranollamas@users.noreply.github.com>",
          "is_bot": true,
          "headline": "🧪 [testing improvement] Add tests for UI print functions",
          "author_name": "google-labs-jules[bot]",
          "author_login": "google-labs-jules[bot]",
          "committed_at": "2026-05-24T09:47:43Z",
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          "body": "…/actions/checkout-6\n\nChore(deps): bump actions/checkout from 4 to 6",
          "is_bot": false,
          "headline": "Merge pull request #184 from rmedranollamas/dependabot/github_actions…",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-22T08:43:01Z",
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        {
          "oid": "070605bae9c6075e32a4f54cf70d4f15525faf8f",
          "body": "…/actions/dependency-review-action-5\n\nChore(deps): bump actions/dependency-review-action from 4 to 5",
          "is_bot": false,
          "headline": "Merge pull request #185 from rmedranollamas/dependabot/github_actions…",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-22T08:42:45Z",
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        {
          "oid": "41b2eeec05133a7570960029a30fefa1f3905c91",
          "body": "…gle.golang.org/genai-1.58.0\n\nChore(deps): bump google.golang.org/genai from 1.57.0 to 1.58.0",
          "is_bot": false,
          "headline": "Merge pull request #186 from rmedranollamas/dependabot/go_modules/goo…",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
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        {
          "oid": "60d8f1381015ab67b5e84971ca17c3f7f4b0e552",
          "body": "Bumps [google.golang.org/genai](https://github.com/googleapis/go-genai) from 1.57.0 to 1.58.0.\n- [Release notes](https://github.com/googleapis/go-genai/releases)\n- [Changelog](https://github.com/googleapis/go-genai/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/googleapis/go-genai/compare/v1\n[…]\nency-name: google.golang.org/genai\n  dependency-version: 1.58.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Chore(deps): bump google.golang.org/genai from 1.57.0 to 1.58.0",
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          "committed_at": "2026-05-22T03:56:59Z",
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        {
          "oid": "41952e27d7389aabe5654dcdcdf9d0b59057b33d",
          "body": "Bumps [actions/dependency-review-action](https://github.com/actions/dependency-review-action) from 4 to 5.\n- [Release notes](https://github.com/actions/dependency-review-action/releases)\n- [Commits](https://github.com/actions/dependency-review-action/compare/v4...v5)\n\n---\nupdated-dependencies:\n- dep\n[…]\name: actions/dependency-review-action\n  dependency-version: '5'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Chore(deps): bump actions/dependency-review-action from 4 to 5",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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          "body_truncated": true,
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        {
          "oid": "f0aef701c7ed2b6c7da5b9554c069776e59f1b00",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 4 to 6.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v4...v6)\n\n---\nupdated-dependenc\n[…]\n:\n- dependency-name: actions/checkout\n  dependency-version: '6'\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Chore(deps): bump actions/checkout from 4 to 6",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-22T03:54:52Z",
          "body_truncated": true,
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        },
        {
          "oid": "9f5e076aa70b4548b9b1a58ccb3be71d26b43a15",
          "body": "This workflow scans dependency manifest files in pull requests for known vulnerabilities, blocking merges if vulnerabilities are detected.",
          "is_bot": false,
          "headline": "Add Dependency Review workflow",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-19T09:12:35Z",
          "body_truncated": false,
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        },
        {
          "oid": "a10eb110c90392e2e8b7dffbe6ff8fca5389ff4b",
          "body": "Potential fix for code scanning alert no. 2: Incorrect conversion between integer types",
          "is_bot": false,
          "headline": "Merge pull request #183 from rmedranollamas/alert-autofix-2",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-19T09:09:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54dfc664fdc05e9fb53a090655b6daf731acdb85",
          "body": null,
          "is_bot": false,
          "headline": "Use int64 for task IDs",
          "author_name": "Ramón Medrano Llamas",
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          "committed_at": "2026-05-19T09:07:33Z",
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        },
        {
          "oid": "b991e4fcd239a7d084402b1c74c1be1e193a601d",
          "body": "…ween integer types\n\nCo-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Potential fix for code scanning alert no. 2: Incorrect conversion bet…",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-19T08:31:19Z",
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          "oid": "a9558a7f94f0d583313d157da9f834f3f92bea1a",
          "body": null,
          "is_bot": false,
          "headline": "docs: simplify Go development notes",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-17T11:01:09Z",
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        },
        {
          "oid": "a12391dc09704d00a09922831b152df454420f33",
          "body": null,
          "is_bot": false,
          "headline": "docs: rename agent notes",
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        {
          "oid": "16b6ee36a28a4b18c4eb37f656e4911dfac4b21f",
          "body": null,
          "is_bot": false,
          "headline": "chore: update Go toolchain and dependencies",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-17T10:39:36Z",
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        {
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          "headline": "chore: update Go dependencies",
          "author_name": "Ramón Medrano Llamas",
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        {
          "oid": "e231f77dd6faed4ca2d1b075c29ecad15956e4ec",
          "body": "…ang.org/x/oauth2-0.27.0\n\nChore(deps): bump golang.org/x/oauth2 from 0.23.0 to 0.27.0",
          "is_bot": false,
          "headline": "Merge pull request #181 from rmedranollamas/dependabot/go_modules/gol…",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-16T20:24:32Z",
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        {
          "oid": "efa7dd3779ac7440dd4ebcd67b8bc55f5608d2ee",
          "body": "chore: remove Python implementation after Go rewrite",
          "is_bot": false,
          "headline": "Merge pull request #182 from rmedranollamas/chore/go-cleanup",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-16T20:12:45Z",
          "body_truncated": false,
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          "oid": "b1773386434e3cc48462dd5be44ee15d74d52761",
          "body": null,
          "is_bot": false,
          "headline": "chore: remove Python implementation after Go rewrite",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-16T20:09:17Z",
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        },
        {
          "oid": "7f53450b35ecd676df53bd03d6dff68589f798ac",
          "body": "Bumps [golang.org/x/oauth2](https://github.com/golang/oauth2) from 0.23.0 to 0.27.0.\n- [Commits](https://github.com/golang/oauth2/compare/v0.23.0...v0.27.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/oauth2\n  dependency-version: 0.27.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "Chore(deps): bump golang.org/x/oauth2 from 0.23.0 to 0.27.0",
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        },
        {
          "oid": "2ec3fe7edc27bc4dc4dcd8eddb131aa38516f26e",
          "body": "Feat: Complete Go Rewrite of research-cli",
          "is_bot": false,
          "headline": "Merge pull request #173 from rmedranollamas/feat/go-rewrite",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-16T19:53:01Z",
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        {
          "oid": "f0e5103e5a97ecc48fab620f0a65665fb803a505",
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          "is_bot": false,
          "headline": "ci: build Go binary in release workflow",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-16T19:38:24Z",
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        },
        {
          "oid": "6863089884876f3ad5b05fe59f8a4fd325369a93",
          "body": null,
          "is_bot": false,
          "headline": "fix: handle review error paths",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-16T18:23:00Z",
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        {
          "oid": "a9e5a6f3fde33c8312615d55a885970e23d43732",
          "body": null,
          "is_bot": false,
          "headline": "fix: update default Interactions model strings",
          "author_name": "Ramón Medrano Llamas",
          "author_login": "rmedranollamas",
          "committed_at": "2026-05-16T15:55:31Z",
          "body_truncated": false,
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        },
        {
          "oid": "4181a790d52f48a4813f015300b393e0638a2059",
          "body": null,
          "is_bot": false,
          "headline": "fix: address Gemini runtime review comments",
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                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "weak",
        "name": "Sustainability & Governance",
        "value": 44,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "moderate",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution",
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 64,
            "inputs": {
              "merged_prs": 194,
              "open_issues": 0,
              "closed_issues": 0,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 8,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "194/202 decided PRs merged",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 194,
                      "decided": 202
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/5 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 54,
            "inputs": {
              "followers": 83,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "rmedranollamas",
              "public_repos": 9,
              "account_age_days": 2784
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "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
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "83 followers of rmedranollamas",
                "points": 13.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 83,
                      "login": "rmedranollamas"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "9 public repos, account ~7 yr old",
                "points": 19.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 9
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 7
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 61,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [
                "gemini-cli-extension",
                "gemini-cli"
              ],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "2 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 70,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 62,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/5 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 3 contributing companies or organizations -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 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": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "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 113 resolved dependencies against OSV; 1 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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": 113
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 1
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 23,
              "affected_packages": 7,
              "assessed_packages": 113,
              "unassessed_packages": 1,
              "affected_by_severity": "critical 1, high 3, moderate 2, unknown 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "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": 113,
              "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": "excellent",
        "name": "AI Readiness",
        "value": 82,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.921,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 2370
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "58 of 63 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 58,
                      "sampled": 63
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.22,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.18
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "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": "22 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 22,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "18 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 18,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 12019,
              "source_files_sampled": 25,
              "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": "0/25 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 25,
                      "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": [
        "cli"
      ],
      "scores": {
        "cli": 6
      },
      "primary": "cli",
      "evidence": [
        {
          "tier": "dependencies",
          "label": "cli",
          "source": "dep:github.com/spf13/cobra",
          "weight": 4
        },
        {
          "tier": "description",
          "label": "cli",
          "source": "description:cli",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": false
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch go package 'github.com/google/research-cli' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T19:26:39.951256Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/rmedranollamas/research-cli.svg",
  "full_name": "rmedranollamas/research-cli",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v2.3.1、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计.