公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-29 12:41 UTC

vitalijb / ralphex

Extended Ralph loop for autonomous AI-driven plan execution

Go · ShellMIT★ 0 星标⑂ 0 复刻始于 2026年7月复刻在 GitHub 上查看 ↗

vitalijb/ralphex 的健康指数为 100 分中的 47 分,处于「存在风险」区间。 其得分最高的类别是AI Readiness(92/100),最低的是Community & Adoption(12/100)。 最近一次更新在 6 天前。 近期的大部分工作由 1 位贡献者完成。

47
总分 / 100
存在风险

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。

47
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

vitalijb个人账户
0 关注者4 个公开仓库始于 2014年6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
Gogithub.com/vitalijb/ralphexv1.6.0-7532 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?

77良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 6 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 540 次提交
0/10OpenSSF Scorecard:Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year540
human_commit_share0.88
days_since_last_push6
active_weeks_last_year28

发布纪律

84良好
评分方式
27/27有发布版本 — 已发布 1 个发布版本
36/36发布时效 — 最近一次发布版本于 6 天前
12.6/27发布节奏 — 节奏未知(仅一次发布)
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count1
latest_release_tag1.6.1-bob
releases_from_tags
days_since_latest_release6
mean_days_between_releases
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?

12危急 · 占总体的 18%
评分方式
0/60星标 — 0 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 0 位关注者
所用输入
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

25危急
评分方式
0/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
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
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

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

48存在风险 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
3.4/22.5提交分布 — 头号贡献者编写了 85% 的提交
13.5/13.5贡献者广度 — 31 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 12 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled31
top_contributor_share0.849
评分方式
0/46.8议题解决 — 没有议题或无数据
19.1/38.3PR 接受 — 已裁定的 PR 中 2/4 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/13 approved changesets -- score normalized to 0
所用输入
merged_prs2
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs2
已排除计分(无数据或不适用):议题解决。 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
0/25所有者影响力 — vitalijb 有 0 位关注者
17.1/25既往记录 — 4 个公开仓库,账户约 12 年
所用输入
followers0
owner_typeUser
is_verified
owner_loginvitalijb
public_repos4
account_age_days4,413
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。
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 32 天前
20/20版本历史 — 75 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
packagesgithub.com/vitalijb/ralphex
ecosystemsgo
any_deprecated
min_days_since_publish32

工程质量

基础的工程与文档实践是否到位?

58中等 · 占总体的 20%

工程实践

70良好
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
16/16Linter 配置 — .golangci.yaml, .golangci.yml, biome.json
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

40存在风险
评分方式
0/30README
25/25文档目录
15/15文档 / 主页站点 — https://ralphex.com
0/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
has_wiki
homepagehttps://ralphex.com
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?

28危急 · 占总体的 16%

安全态势

28危急
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/13 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 12 contributing companies or organizations
0/10Dangerous-Workflow — 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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-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_aggregate2.8
已排除计分(无数据或不适用):packaging, signed_releases。 其余权重已重新归一化。

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。

92优秀 · 占总体的 0%
评分方式
45/45代理指令 — CLAUDE.md, vendor/github.com/alecthomas/chroma/v2/AGENTS.md, vendor/github.com/clipperhouse/displaywidth/AGENTS.md, vendor/github.com/go-pkgz/lgr/CLAUDE.md
15/15机器可读文档(llms.txt) — 存在 llms.txt
40/40可读的提交历史 — 88 次人类提交中有 73 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_share0.83
agent_instruction_filesCLAUDE.md, vendor/github.com/alecthomas/chroma/v2/AGENTS.md, vendor/github.com/clipperhouse/displaywidth/AGENTS.md, vendor/github.com/go-pkgz/lgr/CLAUDE.md
agent_instruction_max_bytes49,638
评分方式
18/18一条命令的引导启动 — Makefile, vendor/github.com/alecthomas/chroma/v2/Justfile, vendor/github.com/charmbracelet/glamour/Taskfile.yml, vendor/github.com/charmbracelet/lipgloss/Taskfile.yaml, vendor/github.com/slack-go/slack/Makefile, vendor/github.com/slack-go/slack/mise.toml, vendor/github.com/yuin/goldmark/Makefile, vendor/gopkg.in/ini.v1/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yaml, .golangci.yml, biome.json
11/11静态类型检查 — Go(静态类型)
10/10可复现环境 — Dockerfile, lockfile
4/10已体现的代理实践 — 最近 100 次提交中有 2 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 12 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_filesMakefile, vendor/github.com/alecthomas/chroma/v2/Justfile, vendor/github.com/charmbracelet/glamour/Taskfile.yml, vendor/github.com/charmbracelet/lipgloss/Taskfile.yaml, vendor/github.com/slack-go/slack/Makefile, vendor/github.com/slack-go/slack/mise.toml, vendor/github.com/yuin/goldmark/Makefile, vendor/gopkg.in/ini.v1/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.02
toolchain_manifestsgo.mod
dependency_bot_commit_share0.12
评分方式
45/45可类型检查的代码 — Go(静态类型)
51.2/55可控的文件大小 — 采样的 132 个源文件中有 9 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes145,205
source_files_sampled132
oversized_source_files9

关键数据

0GitHub 星标
31贡献者
540最近 12 个月提交数
6距最近推送天数
1发布版本数
1巴士系数(bus factor)
0开放议题
Go, PyPI软件包生态系统数

数据采集警告

  • Community profile unavailable
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

OpenSSF Scorecard 2.8 / 10
2.8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 12:41 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/13 approved changesets -- score normalized to 0
10Contributorsproject has 12 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
直接依赖 13
注册表软件包版本约束清单文件
Gogithub.com/charmbracelet/glamourv1.0.0go.mod
Gogithub.com/fatih/colorv1.19.0go.mod
Gogithub.com/fsnotify/fsnotifyv1.10.1go.mod
Gogithub.com/go-pkgz/notifyv1.3.0go.mod
Gogithub.com/jessevdk/go-flagsv1.6.1go.mod
Gogithub.com/playwright-community/playwright-gov0.5700.1go.mod
Gogithub.com/pmezard/go-difflibv1.0.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogithub.com/tmaxmax/go-ssev0.11.0go.mod
Gogolang.org/x/sysv0.47.0go.mod
Gogolang.org/x/termv0.45.0go.mod
Gogopkg.in/ini.v1v1.67.3go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
全部依赖 未采集

本报告未能采集到解析后的依赖集合:GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

原始 JSON 报告 机器可读
{
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      "size_kb": 15377,
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        "CSS": 39576,
        "HTML": 74596,
        "Shell": 431846,
        "Python": 196652,
        "Makefile": 4108,
        "Dockerfile": 3008,
        "JavaScript": 82993
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      "pushed_at": "2026-07-22T20:22:36Z",
      "created_at": "2026-07-19T12:17:25Z",
      "owner_type": "User",
      "updated_at": "2026-07-22T20:15:26Z",
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      "blog": null,
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          "oid": "e9591ced08e062c6902c0f3fe7774d890b30266e",
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          "is_bot": false,
          "headline": "Merge pull request #1 from vitalijb/bob-custom-modes",
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        {
          "oid": "db9a7c3c80c8fec579e72cb876c73095d5fd6f9f",
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          "headline": "Merge branch 'master' into bob-custom-modes",
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          "is_bot": false,
          "headline": "Merge pull request #5 from umputun/master",
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          "committed_at": "2026-07-22T12:07:45Z",
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        },
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          "oid": "b99d5733195ab61937ef2489cddb7afcdedd3ef4",
          "body": "Bumps [actions/setup-go](https://github.com/actions/setup-go) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-go/releases)\n- [Commits](https://github.com/actions/setup-go/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-go\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/setup-go from 6 to 7",
          "author_name": "dependabot[bot]",
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          "headline": "docs: update changelog for v1.6.1",
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          "headline": "fix: clean codex review output and surface claude subagent progress (…",
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        },
        {
          "oid": "39e609d428722049fa3a9280f9f59f691ea97115",
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          "headline": "Revert \"bob fixes for bob-as-claude.md\"",
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          "body": "This reverts commit e926e9d3e0ddb1fde60a42e87d5c859bf22159d4.",
          "is_bot": false,
          "headline": "Revert \"fix: harden bob ralphex plan signaling\"",
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          "committed_at": "2026-07-20T15:53:30Z",
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          "body": null,
          "is_bot": false,
          "headline": "fix: harden bob ralphex plan signaling",
          "author_name": "balandin",
          "author_login": "vitalijb",
          "committed_at": "2026-07-20T15:24:58Z",
          "body_truncated": false,
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        {
          "oid": "8e22e70d4a88312a5694fd783036f8d8ab094bfe",
          "body": null,
          "is_bot": false,
          "headline": "bob fixes for bob-as-claude.md",
          "author_name": "balandin",
          "author_login": "vitalijb",
          "committed_at": "2026-07-20T15:13:33Z",
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          "body": null,
          "is_bot": false,
          "headline": "move completed plan: 20260720-bob-custom-modes.md",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T11:39:06Z",
          "body_truncated": false,
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        {
          "oid": "cdac733ac6db824b03b013c62e45e333b0dc7297",
          "body": null,
          "is_bot": false,
          "headline": "fix: address code review findings",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T11:32:20Z",
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          "headline": "fix: address code review findings",
          "author_name": "vitalijb",
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          "body": null,
          "is_bot": false,
          "headline": "fix: address code review findings",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T11:00:53Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "test(bob-as-claude): add custom mode tests",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T10:28:34Z",
          "body_truncated": false,
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        {
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          "is_bot": false,
          "headline": "docs(bob-as-claude): document custom modes and phase mapping",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T10:20:31Z",
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          "body": null,
          "is_bot": false,
          "headline": "feat(bob-as-claude): add per-phase custom bob modes",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T10:10:11Z",
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        {
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          "body": null,
          "is_bot": false,
          "headline": "add plan: bob-custom-modes",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T10:00:01Z",
          "body_truncated": false,
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        {
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          "body": null,
          "is_bot": false,
          "headline": "remove plan",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T09:46:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88a0453be05578287dfa3b435849480a0c7257e2",
          "body": null,
          "is_bot": false,
          "headline": "ignore .ralphex/config; use gpt-5.6",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T09:44:49Z",
          "body_truncated": false,
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        },
        {
          "oid": "502642cc847376e10a53783c1cd8cdf8373328a6",
          "body": null,
          "is_bot": false,
          "headline": "plan for bob-as-claude review",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T09:36:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c4a555ff15f245c55e46a78f38d11dfe2c336b9",
          "body": null,
          "is_bot": false,
          "headline": "set openai models in config",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T09:29:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70d520928f9634ec6eafd76e9ce21c656a0159d0",
          "body": null,
          "is_bot": false,
          "headline": "set openai models in config",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-20T08:27:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "032776cc9cf54f80d0f31a67ff16534bb1a280a5",
          "body": "coveralls uploads flake intermittently (504s, Actions outages) and were failing the whole build job. mark the submit-coverage step continue-on-error so a failed upload no longer reds the build; coverage still submits when coveralls is healthy.",
          "is_bot": false,
          "headline": "fix: tolerate coveralls upload failures in CI",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-07-20T00:54:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f2f8eb2fbca5c6d594f8e7709a7738ae2a71802",
          "body": "* fix: align default review agents with the review-loop contract\n\nthe five default agent bodies described what to review but not the\ncontract the surrounding loop depends on, which made review iterations\nchurn: agents could report pre-existing repo-wide issues every pass\n(stalling the zero-findings \n[…]\n composed prompt carried it twice\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>\nCo-authored-by: Umputun <umputun@gmail.com>",
          "is_bot": false,
          "headline": "fix: align default review agents with the review-loop contract (#414)",
          "author_name": "alekb",
          "author_login": "alekb",
          "committed_at": "2026-07-20T00:38:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dc70f01d57f17547a48a3d7ba2a25c475758cbb2",
          "body": "Bumps [golang.org/x/term](https://github.com/golang/term) from 0.44.0 to 0.45.0.\n- [Commits](https://github.com/golang/term/compare/v0.44.0...v0.45.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/term\n  dependency-version: 0.45.0\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 golang.org/x/term from 0.44.0 to 0.45.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-19T18:31:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b803fc26c8b64ab3ba35a31c4c113dab155ec11",
          "body": "Bumps [golang.org/x/sys](https://github.com/golang/sys) from 0.46.0 to 0.47.0.\n- [Commits](https://github.com/golang/sys/compare/v0.46.0...v0.47.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/sys\n  dependency-version: 0.47.0\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 golang.org/x/sys from 0.46.0 to 0.47.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-19T18:26:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f681dc5bb0b615911bcc684a323cfce00cc6a2d5",
          "body": null,
          "is_bot": false,
          "headline": "removed old plans",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-19T18:19:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6083b82fb1ab0fed115c00cb83f67b0e23b59c11",
          "body": null,
          "is_bot": false,
          "headline": "removed old plans",
          "author_name": "vitalijb",
          "author_login": null,
          "committed_at": "2026-07-19T18:18:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a101633d86ef2ad9da011866942061cc061993b3",
          "body": "…gents markers\n\nThe bob-as-claude review adapter previously triggered on\n`<<<RALPHEX:REVIEW_DONE>>>` as a standalone line. That token is a\ncompletion signal emitted at the END of a review iteration (Path A: no\nissues found), not a review START marker — so the adapter never fired\nwhen a review prompt\n[…]\n new tests)\n  bob-as-claude_docs_test.sh: 22 passed, 0 failed\n\nUpdate README.md and docs/custom-providers.md to document the new\nstart-marker trigger and the intentional non-triggering on REVIEW_DONE.",
          "is_bot": false,
          "headline": "fix(bob-as-claude): review adapter triggers on Task tool / parallel a…",
          "author_name": "Hermes Agent",
          "author_login": null,
          "committed_at": "2026-07-19T12:03:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c4d75ffcaddfa615919fa7a19d794248ebf4baa1",
          "body": "…gation\n\n- Fix symlink corruption: create_mock_bob() overwrites bob_lines target\n  via cat > symlink. Added create_bob_lines_mock() helper to recreate\n  both the mock script and the symlink safely.\n- Fix command-substitution assertion: wrapper word-splits BOB_EXTRA_ARGS\n  by whitespace, so $(echo pw\n[…]\nntries.\n- Update wrapper: strict review-adapter fence parsing (indented +\n  language-specified fences), trap - TERM after bob exits, jq\n  trailing-newline fix, BOB_EXTRA_ARGS literal-passthrough docs.",
          "is_bot": false,
          "headline": "fix(bob-as-claude): BOB_EXTRA_ARGS literal passthrough test env propa…",
          "author_name": "Hermes Agent",
          "author_login": null,
          "committed_at": "2026-07-19T12:03:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "084a1c4233d3e5e507ffb8b69f1f54c28bb0ac31",
          "body": "Adds scripts/bob-as-claude/bob-as-claude_test.sh with 71 test cases\ncovering all wrapper behavior. Uses a mock bob that records args and\nstdin, emits canned JSONL, and supports configurable stderr/exit-code.\nNO real API calls are made.\n\nCoverage:\n- bob invocation flags (--chat-mode, --output-format,\n[…]\n-string\n- bob/codex unknown-flag handling (ralphex flags not forwarded to bob)\n- SIGTERM forwarded to bob child; wrapper exits 143 promptly\n- missing prompt, unknown flags, bob not found, jq not found",
          "is_bot": false,
          "headline": "test(bob-as-claude): add unit tests with mock bob",
          "author_name": "Hermes Agent",
          "author_login": null,
          "committed_at": "2026-07-19T12:03:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "776868462b7011de47e1ecdc1dc144edf4350d95",
          "body": "Implements scripts/bob-as-claude/bob-as-claude.sh translating bob's\n--output-format stream-json events into Claude-compatible stream-json\nthat ralphex's ClaudeExecutor can parse.\n\nKey design decisions (incorporating bob review corrections):\n- bob 1.0.6 DOES support -m/--model (verified empirically);\n[…]\nent_block_delta events with the RALPHEX\n  signal prefix neutralized (space inserted) so stray diagnostics cannot\n  be mistaken for real completion signals.\n- A fallback result event is always emitted.",
          "is_bot": false,
          "headline": "feat(bob-as-claude): add wrapper with strict review-adapter trigger",
          "author_name": "Hermes Agent",
          "author_login": null,
          "committed_at": "2026-07-19T12:03:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ed0a87f58aa117d604a4aac87c120a1086f62a81",
          "body": "the image installs both CLIs unpinned, so a published tag freezes them at\nwhatever npm served on that build. both ship far more often than ralphex is\ntagged, so :latest drifted: it was still the 2026-06-26 v1.6.0 build carrying\nclaude 2.1.195 and codex 0.142.3.\n\nthe failure is silent rather than lou\n[…]\nwrapper's default) bakes it\non so the common path stays current. best effort: npm failure or the 90s\ndeadline leaves the baked versions in place and continues, costs ~5s when\nenabled.\n\nRelated to #410",
          "is_bot": false,
          "headline": "fix: refresh claude and codex at container start (opt-in) (#413)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-07-18T05:40:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c536f66ad2868796ddb0220ab00c19e6b56152a6",
          "body": "the container init script copied ~/.claude/plugins wholesale, including\nmarketplaces (git clones with vendored go source) and the catalog caches. the\nephemeral container never runs /plugin install, so that state is dead weight, and\ncopying its thousands of tiny files over a macos bind mount adds\nsec\n[…]\nn installPaths) and the small state files, skip\nmarketplaces, repos, plugin-catalog-cache.json, known_marketplaces.json. extract\nthe copy into seed_claude_plugins() with a shell test.\n\nRelated to #376",
          "is_bot": false,
          "headline": "fix: skip regenerable plugin-manager state when seeding container (#405)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-07-12T06:33:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "04d3b16e2e6f5f60b9bb40725ad0286366eb22be",
          "body": "shutil.copy2 copies the tmpfile's restrictive 0600 onto the destination,\nthen chmod only OR-ed in execute bits, yielding 0711 (rwx--x--x). a python\nwrapper must be readable to run, so any non-owner user (e.g. after\nsudo --update-script on a root-owned path) got \"Permission denied\".\n\ncapture the original mode before copy2 and restore it. add a test that\ndrives the update path and asserts the file stays group/other-readable.\n\nRelated to #397",
          "is_bot": false,
          "headline": "fix: preserve wrapper file mode on --update-script (#404)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-07-12T04:56:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8515d6d18e883b691c1aa48d21edaeed86071ff2",
          "body": "Bumps [golang.org/x/net](https://github.com/golang/net) from 0.53.0 to 0.55.0.\n- [Commits](https://github.com/golang/net/compare/v0.53.0...v0.55.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/net\n  dependency-version: 0.55.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump golang.org/x/net from 0.53.0 to 0.55.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-05T17:54:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c81b278051497882e5901d1d4d3da30afee2b909",
          "body": "…ent exit\n\nThe interrupt watcher's 5s force-exit path called the worktree cleanup\ndirectly before os.Exit(1). That cleanup shares a sync.Once with the\ngraceful shutdown's deferred cleanup, so when the deferred call was\nalready in flight and stuck (e.g. a hanging git worktree remove), the\nwatcher blocked inside Once.Do forever and the promised force exit\nnever happened. Run the cleanup in a goroutine and wait at most 5s\nbefore exiting regardless.",
          "is_bot": false,
          "headline": "fix: bound force-exit cleanup so a stuck worktree removal cannot prev…",
          "author_name": "Dmitry Verkhoturov",
          "author_login": "paskal",
          "committed_at": "2026-07-05T17:52:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06348275fae7d4daef3ed7bffb77eb8dadc084fd",
          "body": "Parsing a single 65MB line in TestSessionManager_LoadProgressFileIntoSessionLargeBuffer\ntakes ~90s without the race detector and exceeds the 10-minute test binary\ntimeout with it, so every 'go test -race ./pkg/web' run (including make test)\nhung until the panic. Gate the subtest behind a raceEnabled build-tag constant;\nit still runs in regular (non-race) test runs.",
          "is_bot": false,
          "headline": "fix: skip 65MB parse test under -race to unhang go test -race ./pkg/web",
          "author_name": "Dmitry Verkhoturov",
          "author_login": "paskal",
          "committed_at": "2026-07-05T17:50:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5eff6cf33216c24701fc6fae55a592dd9ff9570f",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog for v1.6.0",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-06-26T23:17:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6caa178bd7c95b67ca93c398362f8efd6ae2957d",
          "body": "* add plan: pi-provider-support\n\n* feat: add pi-as-claude wrapper arg handling and pi invocation\n\n* feat: add pi JSON event to stream-json translation\n\n* feat: add pi wrapper docs and repo integration\n\n* feat: scaffold assets/pi skill tree and frontmatter validator\n\n* feat: adapt ralphex-plan & ralp\n[…]\n: remove never-shipped-content guards and exact-prose pin\n- docs: document stderr signal neutralization, keepalives, and plan-mode\n  scope; complete CLAUDE.md wrapper inventory (gemini, agy, opencode)",
          "is_bot": false,
          "headline": "Add pi provider support (wrapper + skills) (#378)",
          "author_name": "Oleh Lomaka",
          "author_login": "olomix",
          "committed_at": "2026-06-25T17:13:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e2cd392874865c9a69e7d321ad3de66f2d87e548",
          "body": "…lan panel\n\naddresses two pre-existing edge cases umputun raised on PR #383, fixed\nin both the file-parse paths (tail.go/session_progress.go) and the\nin-process path (broadcast_logger.go) so the behavior matches.\n\nretry / backwards section numbers:\nthe 'task iteration N' number is NextPlanTaskPositi\n[…]\np.\n\nextracted taskEndEvent/taskEndOnCompletion helpers (task_end always\ntagged status.PhaseTask). tests cover retry, backwards, COMPLETED-closes,\nFAILED-does-not-close, and the tasks-only loader path.",
          "is_bot": false,
          "headline": "fix: handle task retry/backwards moves and tasks-only completion in p…",
          "author_name": "Vladimirs Matusevics",
          "author_login": "vlondon",
          "committed_at": "2026-06-22T21:31:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6d3ea1b42c5dd6ec651172aea1906812da551db2",
          "body": "- tag task_end with status.PhaseTask instead of the incoming section's\n  phase, so a task closed by a review/codex transition still buckets\n  under the task section in the main output stream (matches\n  BroadcastLogger.onPhaseChanged, which tags task_end with the old task\n  phase). does not affect th\n[…]\n confines scrolling to the plan panel rather than nudging the whole\n  page when the panel is off-screen.\n- tests assert task_end carries PhaseTask while the triggering section\n  carries its own phase.",
          "is_bot": false,
          "headline": "fix: address review feedback on plan-panel task boundaries",
          "author_name": "Vladimirs Matusevics",
          "author_login": "vlondon",
          "committed_at": "2026-06-22T21:31:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cdff4e984298c20ebc4e967f769e04bc20eac9bf",
          "body": "…nel marks finished tasks done\n\nthe web dashboard plan panel never marked previous tasks as completed\nwhile a run progressed - only the active task was highlighted, and\nearlier tasks reverted to pending until a manual page refresh re-read\nthe plan file with checked boxes.\n\nroot cause: only Broadcast\n[…]\nrontend: clearActiveTasksExcept marks a lower-numbered previously\n  active task as done instead of demoting it to pending\n- frontend: the plan panel scrolls the newly active task into view\n\nfixes #380",
          "is_bot": false,
          "headline": "fix: emit task_end boundaries on progress-file parse paths so plan pa…",
          "author_name": "Vladimirs Matusevics",
          "author_login": "vlondon",
          "committed_at": "2026-06-22T21:31:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e4098caed1c0903b96ab8a4426ff3cc50685729b",
          "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]",
          "committed_at": "2026-06-22T21:09:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "35f18f1ceb2b1db05f80eae1d06ab78bf6950c5f",
          "body": "explain why ralphex refuses interactive plan creation instead of a bare \"no plans found\". `tryAutoPlanMode` returns an explanatory error for each suppressed case while still wrapping `ErrNoPlansFound`, and several other precondition refusals (missing .git, claude/codex not in PATH, --init repo root) got actionable hints.\nthe non-default-branch hint normalizes the branch name (strip origin/, fall back to main/master).",
          "is_bot": false,
          "headline": "feat: surface the reason when ralphex refuses to run (#392)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-06-22T20:49:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1dd4b7e0f6bc5bc1bd0a0f7f599858986652814",
          "body": "bundle fya (claude print-mode PTY wrapper) into the base ghcr.io/umputun/ralphex image as an optional claude_command provider. resolves the latest github release at build time, installs the static linux binary for the target arch, and verifies it runs. propagates to ralphex-go via FROM.",
          "is_bot": false,
          "headline": "feat: install latest fya in base docker image (#390)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-06-15T17:30:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3619709f424708d600854bf3adcfde4f688fcdf1",
          "body": "Bumps [golang.org/x/term](https://github.com/golang/term) from 0.43.0 to 0.44.0.\n- [Commits](https://github.com/golang/term/compare/v0.43.0...v0.44.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/term\n  dependency-version: 0.44.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump golang.org/x/term from 0.43.0 to 0.44.0 (#389)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T16:28:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45b2b977747a16a189464b653dac29828f6bc08d",
          "body": "Bumps [golang.org/x/sys](https://github.com/golang/sys) from 0.45.0 to 0.46.0.\n- [Commits](https://github.com/golang/sys/compare/v0.45.0...v0.46.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/sys\n  dependency-version: 0.46.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump golang.org/x/sys from 0.45.0 to 0.46.0 (#388)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T16:19:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5da5e9fc8155a71d4839a2b1fe8053e764774b9",
          "body": "Bumps gopkg.in/ini.v1 from 1.67.2 to 1.67.3.\n\n---\nupdated-dependencies:\n- dependency-name: gopkg.in/ini.v1\n  dependency-version: 1.67.3\n  dependency-type: direct:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump gopkg.in/ini.v1 from 1.67.2 to 1.67.3 (#387)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T16:19:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d68f5fa56ddc5f638728877cc895a7553aa6fd00",
          "body": "Anthropic released Fable (claude-fable-5), a tier above Opus. Agent\nfrontmatter validation accepted only haiku/sonnet/opus, so model: fable\n(or a full ID like claude-fable-5) was dropped with a warning.\n\n- pkg/config/frontmatter.go: add \"fable\" to validModels; update\n  Validate warning and normalize\n[…]\n\n- pkg/config/defaults/config, values.go, executor.go: extend\n  model enumerations in comments\n- README.md, CLAUDE.md, llms.txt: document fable as an accepted\n  agent model keyword and update examples",
          "is_bot": false,
          "headline": "feat: add fable to supported agent model keywords",
          "author_name": "Alex",
          "author_login": "Alex-Kopylov",
          "committed_at": "2026-06-11T17:55:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d9fc8ce57afb473ee7b62822475b284c68dee062",
          "body": "…oard\n\nWrite executor and plan/task/review model specs as optional progress-file\nheader lines (next to Plan:/Branch:), parse them in the web session header\nparser, and show them in the dashboard header for both the live --serve\nview and the watch-mode / after-the-fact view. Only explicitly configured\nvalues are recorded, so the header stays compact for default runs.\n\nCloses #379",
          "is_bot": false,
          "headline": "feat: display user-set run parameters (models, executor) in web dashb…",
          "author_name": "Vladimirs Matusevics",
          "author_login": "vlondon",
          "committed_at": "2026-06-10T16:27:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e2fc5ea71a7e4e1966237de4d85788990221d94",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog for v1.5.1",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-06-08T19:46:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec5d829f6fea080a32fa872bbe736b487277eb55",
          "body": "529 Overloaded and the 502/503/504 gateway errors were in claude_limit_patterns,\nwhich only retries when --wait is set, and then waits the full quota duration.\nwithout --wait a transient 529 hard-failed the run (seen during claude review 2).\n\nthese are short-lived server hiccups, not account-quota l\n[…]\nt by the broad `API Error:` error pattern.\n\nalso add a fixed 5s backoff before re-running a timed-out or transiently-failed\niteration in the task and review loops, so retries don't hammer immediately.",
          "is_bot": false,
          "headline": "fix: retry transient HTTP errors (529/502/503/504) without --wait (#377)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-06-08T19:42:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c5f2ae1adb4d76fd8a23f6b88a0a888cfc4ca29b",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog for v1.5.0",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-06-03T08:27:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e81ba6d46bc0254ce5764d9b68b38c49b30164d2",
          "body": "Adds claude_retry_patterns config (default FYA_TRANSIENT_TIMEOUT) so transient wrapper-level stalls are retried like a session timeout instead of exiting. Pattern priority is retry, then limit, then error, with a signal guard that skips retry detection when a completion signal is present. Claude executor only; codex unaffected.",
          "is_bot": false,
          "headline": "feat: add claude_retry_patterns for transient wrapper timeouts (#374)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-06-03T08:16:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3f2ce3212e81e3cf884e3feae137e0b877d00e1",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog for v1.4.0 and bump plugin version to 0.20.0",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-06-01T04:16:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ddfc1b40c147c161ba9f8dcf47174e5ac978b0ca",
          "body": "* refactor(config): reduce option parsing duplication\n\n* refactor(phase): share executor naming and error wrapping\n\n* refactor(progress): share timestamped write logic\n\n* refactor(web): share progress event construction\n\n* refactor(cmd): consolidate codex model resolution\n\n* refactor(processor): cle\n[…]\nrn on the first uncompleted\nactionable checkbox instead of collecting every checkbox before checking.\nkeeps the dedup goal, restores the original short-circuit scan. addresses\nPR #373 review feedback.",
          "is_bot": false,
          "headline": "refactor: cut code smells and duplication across packages (#373)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-29T09:05:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "57bba30ae9d612862eae60b2009541d0b8451559",
          "body": null,
          "is_bot": false,
          "headline": "fix(opencode): validate model flag values",
          "author_name": "Mikhail Shchedrin",
          "author_login": "mschedrin",
          "committed_at": "2026-05-28T20:26:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "380a7519579f3184917db26763558ba1ca99cc41",
          "body": null,
          "is_bot": false,
          "headline": "fix(opencode): pass model and effort flags",
          "author_name": "Mikhail Shchedrin",
          "author_login": "mikhail-shchedrin",
          "committed_at": "2026-05-28T20:26:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dce89a4309df410f1ec0582dcd0b8466fd361874",
          "body": "* feat: add agy (Antigravity) CLI support\n\n* fix: address codex review findings\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* docs(agy): address PR #369 review feedback\n\n- clarify ANTIGRAVITY_* unset is prefix-wide and intentional\n- assert --dangerously-skip-permissions, -p, ANTIGRAV\n[…]\nand required flags\n- document that model selection is not exposed (agy has no --model)\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nCo-authored-by: Umputun <umputun@gmail.com>",
          "is_bot": false,
          "headline": "feat: add Antigravity (agy) CLI wrapper as custom provider (#369)",
          "author_name": "Korjavin Ivan",
          "author_login": "korjavin",
          "committed_at": "2026-05-27T20:39:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f2568f4471debb6c3b2419b48bbab55f83784aec",
          "body": "…l (#371)\n\naligns make_plan.txt and ralphex-plan/SKILL.md with ralphex-adopt\nand llms.txt, which already specify YYYYMMDD-<slug>.md. Plan-rename\ntolerance in pkg/plan/altdate.go keeps existing files in either\nformat working.\n\nRelated to #370",
          "is_bot": false,
          "headline": "docs(plans): standardize date format on YYYYMMDD- in prompts and skil…",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-27T16:55:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89b7b71a98ae62f382710a088d7b4d3f8a7252e3",
          "body": "Bumps [golang.org/x/sys](https://github.com/golang/sys) from 0.44.0 to 0.45.0.\n- [Commits](https://github.com/golang/sys/compare/v0.44.0...v0.45.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/sys\n  dependency-version: 0.45.0\n  dependency-type: direct:production\n  update-type: version-\n[…]\nte:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Umputun <umputun@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): bump golang.org/x/sys from 0.44.0 to 0.45.0 (#360)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-27T16:39:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "adbbc6122eea89a771be1914e4860a20fb5f6b80",
          "body": "* refactor(processor): extract runner phase engines\n\nMove task, review, external review, finalize, and plan creation behavior into phase engines with shared execution, prompt, plan location, break, and git-state services. Keep Runner focused on pipeline coordination.\n\n* docs: document processor phas\n[…]\ncompleted implementation plan and update project guidance with the phase package boundaries.\n\n* fix(processor): guard optional runner dependencies\n\n* fix(processor): guard external review phase holder",
          "is_bot": false,
          "headline": "Refactor processor runner into phase engines (#364)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-26T04:45:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e1674575a07038f3c691ee0de7b3da315ee4f971",
          "body": "* feat(config): add plan model setting\n\n* fix(review-loop): final cleanup pass addressed 8 findings\n\n- [minor] [documentation] README.md:659 - make task/review model example actually differ\n- [minor] [go-test-expert] cmd/ralphex/main_test.go:1285 - cover CLI task-model fallback for codex plan banner\n[…]\n657 - use --plan=value form in examples\n- [nit] [documentation] llms.txt:44 - use --plan=value form in examples\n- [docs] [user] docs/custom-providers.md - remove confusing empty --claude-args examples",
          "is_bot": false,
          "headline": "Add plan model setting (#363)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-25T21:49:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "07a4cc75cdfcf16ef59486a8154f103c7debe464",
          "body": null,
          "is_bot": false,
          "headline": "docs(readme): document codex plan creation",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-25T20:44:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3c9157f23fd83460b736096b8db1b0eb0e199a5",
          "body": null,
          "is_bot": false,
          "headline": "docs(readme): clarify Claude wrapper compatibility",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-25T17:40:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9e474425094b670837b8d1559121c5efc63b7dd",
          "body": null,
          "is_bot": false,
          "headline": "docs(readme): use GitHub warning alert",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-25T17:17:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f8b89fa66c49386259da79c5f287d7c35530097",
          "body": null,
          "is_bot": false,
          "headline": "docs(readme): document Claude Agent SDK billing options",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-25T17:13:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbb4f3000b3ca27d8230673a8587bf16a4eae0b3",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog for v1.3.2",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-25T16:46:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b226f0e1a39834823919cbdfa6305896207f389",
          "body": "The Rate-limit-retry paragraph called out \"Default limit patterns\" but\nshowed only `You've hit your limit,You've hit your session limit,\nAPI Error: 529 (claude, with transient 5xx)`. The codex side was fully\nenumerated, making the half-enumerated claude side look like the\ncomplete list rather than an abbreviated one. Spell out all entries to\nmatch the source of truth in pkg/config/defaults/config and the README\ntable.\n\nAddresses Copilot finding on PR #362.",
          "is_bot": false,
          "headline": "docs(llms): list complete claude defaults in limit-patterns line",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-25T16:35:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "561e344d75d092202a9a7dfbf21543c43610b94a",
          "body": "The claude_limit_patterns row in the config table omitted the\nAPI Error: 529/502/503/504 entries that are part of the actual default\nin pkg/config/defaults/config. Bring the README in line with the source\nof truth.",
          "is_bot": false,
          "headline": "docs(readme): include API Error 5xx in claude_limit_patterns default",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-25T16:35:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d70c8944e9b647e005766592ad401772d38a56af",
          "body": "…terns\n\nClaude Code emits \"You've hit your session limit · resets …\" which does not\nsubstring-match the existing \"You've hit your limit\" default — \"session\" sits\nbetween \"your\" and \"limit\", so the limit detection misses it. Result: without\n--wait, ralphex exited with a raw runner error; with --wait,\n[…]\nlimit_patterns defaults so --wait retries through the reset window\nand users without --wait still get a graceful exit (follows the #317\nprecedent for new Anthropic-wording additions).\n\nRelated to #361",
          "is_bot": false,
          "headline": "fix(config): match Claude Code \"session limit\" wording in default pat…",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-25T16:35:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "810840f68dd1ff43db8967ad58ff084955258d4a",
          "body": "add transient HTTP 5xx codes (529/502/503/504) to the default\nclaude_limit_patterns. with --wait set, a 529 overloaded_error is\nnow retried instead of aborting the run; without --wait, behavior\nis unchanged.\n\nRelated to #353",
          "is_bot": false,
          "headline": "feat(config): retry claude 5xx API errors via limit patterns",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-22T17:56:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b858c050ccd134a3c812439fc2b9072195dcbbe6",
          "body": "cut llms.txt-redundant prose from CLAUDE.md (flag enumerations, default\nerror/limit pattern strings, user-facing descriptions of finalize,\ncustom review, providers, and docker wrapper sections) while keeping all\nimplementation pointers and key-file lists. brings the file under the\n40k context-performance threshold",
          "is_bot": false,
          "headline": "docs: dedup CLAUDE.md against llms.txt to clear size threshold",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-22T17:42:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4853c7eb5acb901c84e669b024eaaa6b91c1b45",
          "body": "condense the verbose codex executor bullets in Key Patterns, remove\nhistorical archaeology (issue references, rationale paragraphs), and\ndedup config options documented in multiple sections. all behavioral\nfacts retained — function names, file paths, and constraints kept",
          "is_bot": false,
          "headline": "docs: trim CLAUDE.md verbosity",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-22T17:30:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4da229a455d2bc50587c8205db9cf096e3dc6d85",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog for v1.3.1",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-22T17:14:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "434b22139e4b22a34ff0f32c86118fc95900bd3f",
          "body": "Under the codex executor (`--codex` or `executor = codex`), the `--task-model` / `--review-model` flags were silently ignored. They only fed the claude executor, so codex model and effort could be set via config file (`codex_model` / `codex_reasoning_effort`) but not per run or per phase.\n\nThis wire\n[…]\nffort: high` and `review reasoning effort: low`, and the task phase runs through a separate codex executor from the review phases.\n\nDocs updated: `README.md`, `CLAUDE.md`, `llms.txt`.\n\nRelated to #356",
          "is_bot": false,
          "headline": "feat(codex): per-phase model selection for codex executor (#357)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-22T17:09:16Z",
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          "is_coding_agent": false
        },
        {
          "oid": "15b35c7f5d47406763e5970fd46674f5d2b2fc04",
          "body": "The README header described ralphex as Claude-Code-only. Update the\ntagline and lead sentence to be agent-neutral now that --codex runs the\nfull pipeline through codex. The site docs page is generated from this\nfile, so the change propagates there on the next build.",
          "is_bot": false,
          "headline": "docs: reflect codex executor support in README header",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-22T02:56:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88c3966d9c5f323e7936388ed0deb996b5ba9674",
          "body": "The landing page framed ralphex as a Claude-Code-only loop. Update the\nhero badge and subtitle, features tagline, Docker card, and how-it-works\ncopy to be agent-neutral, and refresh the FAQ: the stale \"run codex\"\nanswer now leads with the first-class --codex mode, plus a new entry\nexplaining what --codex does. Mirrored in the JSON-LD FAQ schema.",
          "is_bot": false,
          "headline": "docs(site): reflect codex executor support on landing page",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-22T02:52:46Z",
          "body_truncated": false,
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        },
        {
          "oid": "f246b63e18edc3f425aa21594dfd021cfa5ee46b",
          "body": null,
          "is_bot": false,
          "headline": "docs: update changelog for v1.3.0",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-22T02:44:13Z",
          "body_truncated": false,
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        },
        {
          "oid": "57946fbe61947ab080c76fd37529b6fbf218382c",
          "body": "* docs: add implementation plan for --codex first-class mode\n\nPlan for promoting CodexExecutor from external-review-only to a\npeer of ClaudeExecutor across task, review, and finalize phases.\nAdds --codex and --pass-claude-md flags, role-named Executors\nstruct (Task/Review/External/Custom), codex-fla\n[…]\nve when an\nauto-activated skill's workflow conflicts with it. Active only under the codex\nexecutor; wired in runTaskPhase. Soft mitigation — codex 0.133.0 exposes no\nper-invocation skill-disable flag.",
          "is_bot": false,
          "headline": "Add first-class codex executor mode (#350)",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-22T02:38:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5d07e2b52e071a953868e891c857edba0f905cc1",
          "body": "Bumps [github.com/slack-go/slack](https://github.com/slack-go/slack) from 0.23.0 to 0.23.1.\n- [Release notes](https://github.com/slack-go/slack/releases)\n- [Changelog](https://github.com/slack-go/slack/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/slack-go/slack/compare/v0.23.0...v0.23.1)\n[…]\nck\n  dependency-version: 0.23.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump github.com/slack-go/slack from 0.23.0 to 0.23.1 (#347)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-15T06:57:17Z",
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        },
        {
          "oid": "fbc9657c98090a95974a2408054a5545760068b8",
          "body": "parallel to the existing Review-Only Mode section. Spells out that --external-only\nskips phases 1-2 and runs the full pipeline from phase 3 onward, including the\npost-external critical/major review (phase 4), to match the cutoff convention\nshared with --review.",
          "is_bot": false,
          "headline": "docs: add External-Only Mode section to README (#345)",
          "author_name": "Umputun",
          "author_login": "umputun",
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          "body": null,
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          "headline": "docs: update changelog for v1.2.0",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-12T19:24:27Z",
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        {
          "oid": "306b162586f114a2a3664ca0980f245f4a4cda7e",
          "body": "* feat: drop redundant move-plan checkbox from make_plan.txt\n\nThe framework already moves the plan to completed/ at end of run via\nMovePlanToCompleted, gated by the move_plan_on_completion config option.\nThe LLM-task move was redundant and the source of mid-run rename risk\nwhen the model wrote a dif\n[…]\n/git/service.go doc comments on\n  hasUncompletedTasks and resolvePlanMoveTargets now describe the\n  actual probe sequence and the dual meaning of done=true (already\n  in completed/ OR collision-skip).",
          "is_bot": false,
          "headline": "fix: tolerate plan file rename during execution (#342)",
          "author_name": "Umputun",
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          "body": "Bumps [golang.org/x/term](https://github.com/golang/term) from 0.42.0 to 0.43.0.\n- [Commits](https://github.com/golang/term/compare/v0.42.0...v0.43.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/term\n  dependency-version: 0.43.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump golang.org/x/term from 0.42.0 to 0.43.0 (#339)",
          "author_name": "dependabot[bot]",
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          "body": "Bumps [golang.org/x/sys](https://github.com/golang/sys) from 0.43.0 to 0.44.0.\n- [Commits](https://github.com/golang/sys/compare/v0.43.0...v0.44.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/sys\n  dependency-version: 0.44.0\n  dependency-type: direct:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump golang.org/x/sys from 0.43.0 to 0.44.0 (#340)",
          "author_name": "dependabot[bot]",
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          "body": "claude code surfaces \"You've hit your org's monthly usage limit\" on Team\nplans when the per-org monthly quota is exhausted. Add the string to both\ndefault pattern lists, mirroring the Your-usage-allocation handling from\nbae91ff/7571c70: claude_error_patterns for graceful exit when --wait is\nnot configured, and claude_limit_patterns so wait_on_limit retries\nthrough the monthly reset window.\n\nCloses #336",
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          "headline": "feat: detect org's monthly usage limit in claude output",
          "author_name": "Umputun",
          "author_login": "umputun",
          "committed_at": "2026-05-08T16:24:36Z",
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          "body": "…#335)\n\n* feat: add preserve_anthropic_api_key option for API-key auth (#333)\n\nralphex unconditionally stripped ANTHROPIC_API_KEY from the child claude\nprocess environment. This broke users who authenticate Claude Code via\nANTHROPIC_API_KEY rather than OAuth/keychain — claude started without\ncredent\n[…]\nassthrough is active, which is what the maintainer's argument relies on.\n\nRefs #335\n\n---------\n\nCo-authored-by: Rinat S <rsolmano@MacBook-Pro.home>\nCo-authored-by: Rinat S <rsolmano@MacBook-Pro.local>",
          "is_bot": false,
          "headline": "feat: add preserve_anthropic_api_key option for API-key auth (#333) (…",
          "author_name": "Rinat S",
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          "body": "* fix: pre-initialize config dir\n\nIf a user runs the Ralphex Docker image via a shell wrapper, the\n.config/ralphex directory may not be initialized. This results in an\nerror when the container attempts to create the directory.\n\n* fix(ralphex-dk): create config dir with 0700 and handle OSError\n\n* fix\n[…]\n(),\npreventing test_tilde_expansion from diverging.\n\nverified with mtime check: real ~/.config/ralphex is no longer touched\nwhen the suite runs.\n\n---------\n\nCo-authored-by: Umputun <umputun@gmail.com>",
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          "headline": "fix: pre-initialize config dir (#304)",
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          "body": "Add a \"Swapping Implementation and Review Roles\" section under\nConfiguration covering the Codex-implements / Claude-reviews pattern\nand similar role-flips. The section explains how `claude_command`,\n`external_review_tool=custom`, and `custom_review_script` combine,\npoints at scripts/opencode/opencod\n[…]\nd but undocumented.\n\nAddresses friction points raised in #330. Other points there\n(brew bundling, CODEX_BYPASS env var, --review move-to-completed,\nruntime tool-version reporting) declined separately.",
          "is_bot": false,
          "headline": "docs: document tool-swap setup and list missing wrappers",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 2 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/13 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 12 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 0,
            "reason": "dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project was created within the last 90 days. Please review its contents carefully",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
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            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 8,
            "reason": "2 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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        "commit": "e28d4aea550119fb7412462677f4b8f736ff9041",
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      "has_security_policy": false,
      "has_dependabot_config": true
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      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [
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          "last_comment_author": null
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      ],
      "last_merged_pr_at": "2026-07-22T19:54:11Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": []
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  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
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    "url": "https://github.com/vitalijb/ralphex",
    "host": "github.com",
    "name": "ralphex",
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  "metrics": {
    "overall": {
      "key": "overall",
      "band": "at_risk",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 47,
      "inputs": {
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        "vitality": 77,
        "community": 12,
        "governance": 48,
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      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 77,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 73,
            "inputs": {
              "commits_last_year": 540,
              "human_commit_share": 0.88,
              "days_since_last_push": 6,
              "active_weeks_last_year": 28
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            "components": [
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                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 6 days ago",
                "points": 36,
                "status": "met",
                "details": [
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                    "code": "push_recency",
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                      "days": 6
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                ],
                "max_points": 36
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              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "28/52 weeks with commits",
                "points": 19.4,
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                      "weeks": 28
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                "max_points": 36
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              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "540 commits in the last year",
                "points": 18,
                "status": "met",
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                "max_points": 18
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                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
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                "status": "missed",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "release_discipline",
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            "name": "Release discipline",
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            "notes": [
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                "code": "excluded_no_data",
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              },
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                "code": "weights_renormalized",
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            ],
            "value": 84,
            "inputs": {
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              "days_since_latest_release": 6,
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                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "1 releases published",
                "points": 27,
                "status": "met",
                "details": [
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                    "code": "releases_published",
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                "max_points": 27
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                "key": "release_recency",
                "name": "Release recency",
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                    "code": "release_recency",
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              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "cadence unknown (single release)",
                "points": 12.6,
                "status": "partial",
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              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
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                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
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                "key": "project_is_still_maintained",
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                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "abandonment_unverified",
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                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 12,
        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
            "band": "critical",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "stars": 0,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "stars",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "forks",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": false,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
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                  }
                ],
                "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
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "at_risk",
        "name": "Sustainability & Governance",
        "value": 48,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 36,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 31,
              "top_contributor_share": 0.849
            },
            "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
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                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 85% of commits",
                "points": 3.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "31 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
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                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "at_risk",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 36,
            "inputs": {
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              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 2
            },
            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2/4 decided PRs merged",
                "points": 19.1,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                      "decided": 4
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/13 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 34,
            "inputs": {
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              "owner_type": "User",
              "is_verified": null,
              "owner_login": "vitalijb",
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              "account_age_days": 4413
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            "components": [
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                "key": "ownership_backing",
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                "detail": "personal (user) account",
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                "status": "partial",
                "details": [
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                    "code": "owner_personal",
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                ],
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              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "0 followers of vitalijb",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "owner_followers",
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                      "login": "vitalijb"
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "4 public repos, account ~12 yr old",
                "points": 17.1,
                "status": "partial",
                "details": [
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            "key": "package_maintenance",
            "band": "excellent",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 32
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            "components": [
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                "key": "published_resolvable",
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                "points": 25,
                "status": "met",
                "details": [
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                      "ecosystems": "go"
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                ],
                "max_points": 25
              },
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                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 32 days ago",
                "points": 35,
                "status": "met",
                "details": [
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                ],
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              },
              {
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                "detail": "75 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                ],
                "max_points": 20
              },
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                "key": "not_deprecated",
                "name": "Not deprecated",
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                "points": 20,
                "status": "met",
                "details": [
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            ]
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        ],
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      },
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        "key": "engineering",
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        "weight": 0.2,
        "metrics": [
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            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "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": ".golangci.yaml, .golangci.yml, biome.json",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml, .golangci.yml, biome.json"
                    }
                  }
                ],
                "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": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 2 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "at_risk",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": "https://ralphex.com",
              "has_readme": false,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://ralphex.com",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "critical",
        "name": "Security",
        "value": 28,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 2.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 2 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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 0/13 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 12 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "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": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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 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": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 9
            },
            "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": 92,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_llms_txt": true,
              "legible_history_share": 0.83,
              "agent_instruction_files": [
                "CLAUDE.md",
                "vendor/github.com/alecthomas/chroma/v2/AGENTS.md",
                "vendor/github.com/clipperhouse/displaywidth/AGENTS.md",
                "vendor/github.com/go-pkgz/lgr/CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 49638
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md, vendor/github.com/alecthomas/chroma/v2/AGENTS.md, vendor/github.com/clipperhouse/displaywidth/AGENTS.md, vendor/github.com/go-pkgz/lgr/CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md, vendor/github.com/alecthomas/chroma/v2/AGENTS.md, vendor/github.com/clipperhouse/displaywidth/AGENTS.md, vendor/github.com/go-pkgz/lgr/CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": "llms.txt present",
                "points": 15,
                "status": "met",
                "details": [
                  {
                    "code": "llms_txt_present",
                    "params": {}
                  }
                ],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "73 of 88 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 73,
                      "sampled": 88
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "vendor/github.com/alecthomas/chroma/v2/Justfile",
                "vendor/github.com/charmbracelet/glamour/Taskfile.yml",
                "vendor/github.com/charmbracelet/lipgloss/Taskfile.yaml",
                "vendor/github.com/slack-go/slack/Makefile",
                "vendor/github.com/slack-go/slack/mise.toml",
                "vendor/github.com/yuin/goldmark/Makefile",
                "vendor/gopkg.in/ini.v1/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.12
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, vendor/github.com/alecthomas/chroma/v2/Justfile, vendor/github.com/charmbracelet/glamour/Taskfile.yml, vendor/github.com/charmbracelet/lipgloss/Taskfile.yaml, vendor/github.com/slack-go/slack/Makefile, vendor/github.com/slack-go/slack/mise.toml, vendor/github.com/yuin/goldmark/Makefile, vendor/gopkg.in/ini.v1/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, vendor/github.com/alecthomas/chroma/v2/Justfile, vendor/github.com/charmbracelet/glamour/Taskfile.yml, vendor/github.com/charmbracelet/lipgloss/Taskfile.yaml, vendor/github.com/slack-go/slack/Makefile, vendor/github.com/slack-go/slack/mise.toml, vendor/github.com/yuin/goldmark/Makefile, vendor/gopkg.in/ini.v1/Makefile"
                    }
                  }
                ],
                "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": ".golangci.yaml, .golangci.yml, biome.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yaml, .golangci.yml, biome.json"
                    }
                  }
                ],
                "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": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "12 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 12,
                      "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 96,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 145205,
              "source_files_sampled": 132,
              "oversized_source_files": 9
            },
            "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": "9/132 source files over 60KB",
                "points": 51.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 132,
                      "oversized": 9
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Community profile unavailable",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T12:41:56.485042Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vitalijb/ralphex.svg",
  "full_name": "vitalijb/ralphex",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计Go.