公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-23 08:03 UTC
PVRLabs / aibadger
AI Badger - Local-first tool that extracts focused repo context for any AI chat (Claude, ChatGPT, Grok, etc.) without wasting tokens on irrelevant files.
PVRLabs/aibadger 的健康指数为 100 分中的 55 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（76/100），最低的是Security（29/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。
55
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
55
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| Go | github.com/PVRLabs/aibadger | v0.2.8 | - | 17 | 2 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？
72
开发活跃度
60中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 6.2/36 | 提交节奏 — 52 周中有 9 周有提交 |
| 18/18 | 提交量 — 最近一年 198 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — project was created within the last 90 days. Please review its contents carefully |
所用输入
| commits_last_year | 198 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 9 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 17 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 2 天前 |
| 27/27 | 发布节奏 — 约每 6.7 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 17 |
| latest_release_tag | v0.2.8 |
| releases_from_tags | 否 |
| days_since_latest_release | 2 |
| mean_days_between_releases | 6.7 |
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？
33
流行度与采用
18危急
评分方式
| 17.5/60 | 星标 — 13 个星标 |
| 0/25 | 复刻 — 1 个复刻 |
| 0/15 | 关注者 — 0 位关注者 |
所用输入
| forks | 1 |
| stars | 13 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
54
维护者韧性（巴士系数）
20危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0/22.5 | 提交分布 — 头号贡献者编写了 100% 的提交 |
| 1.4/13.5 | 贡献者广度 — 1 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
议题与 PR 响应能力
76良好
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 0/38.3 | PR 接受 — 没有已裁定的拉取请求或无数据 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 10 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
已排除计分（无数据或不适用）：PR 接受。 其余权重已重新归一化。
所有权与托管责任
38存在风险
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 2.2/25 | 所有者影响力 — PVRLabs 有 1 位关注者 |
| 6.3/25 | 既往记录 — 5 个公开仓库，账户约 0 年 |
所用输入
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | PVRLabs |
| public_repos | 5 |
| account_age_days | 123 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — go 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 2 天前 |
| 20/20 | 版本历史 — 17 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | github.com/PVRLabs/aibadger |
| ecosystems | go |
| any_deprecated | 否 |
| min_days_since_publish | 2 |
工程质量
基础的工程与文档实践是否到位？
76
工程实践
60中等
评分方式
| 24/24 | CI 工作流 — 1 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
文档
100优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://pvrlabs.xyz/aibadger/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 12 个主题标签 |
| 10/10 | Wiki |
所用输入
| topics | ai, chatgpt, claude, cli, code-review, context, developer-tools, golang, llm, local-first, tui, ai-badger |
| has_wiki | 是 |
| homepage | https://pvrlabs.xyz/aibadger/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
29
安全态势
29危急
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 2.9 |
已排除计分（无数据或不适用）：ci_tests, packaging。 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。
70
AI 代理上下文与指引
75良好
评分方式
| 45/45 | 代理指令 — AGENTS.md |
| 0/15 | 机器可读文档（llms.txt） |
| 30.4/40 | 可读的提交历史 — 100 次人类提交中有 57 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.57 |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 527 |
评分方式
| 12.6/18 | 一条命令的引导启动 — go.mod（工具链约定，无任务运行器） |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 11/11 | 静态类型检查 — Go（静态类型） |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 最近 100 次提交中没有代理编写的提交 |
| 0/8 | 自动化维护 — 未观察到自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | go.sum |
| has_dockerfile | 否 |
| typed_language | 是 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
100优秀
评分方式
| 45/45 | 可类型检查的代码 — Go（静态类型） |
| 54.5/55 | 可控的文件大小 — 采样的 111 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Go |
| largest_source_bytes | 143,179 |
| source_files_sampled | 111 |
| oversized_source_files | 1 |
关键数据
13GitHub 星标
1贡献者
198最近 12 个月提交数
0距最近推送天数
17发布版本数
1巴士系数（bus factor）
0开放议题
Go软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
OpenSSF Scorecard 2.9 / 10
2.9综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
直接依赖 4
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| Go | github.com/charmbracelet/bubbles | v1.0.0 | go.mod |
| Go | github.com/charmbracelet/bubbletea | v1.3.10 | go.mod |
| Go | github.com/charmbracelet/lipgloss | v1.1.0 | go.mod |
| Go | github.com/charmbracelet/x/term | v0.2.2 | go.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
{
"data": {
"repo": {
"topics": [
"ai",
"chatgpt",
"claude",
"cli",
"code-review",
"context",
"developer-tools",
"golang",
"llm",
"local-first",
"tui",
"ai-badger"
],
"is_fork": false,
"size_kb": 1963,
"has_wiki": true,
"homepage": "https://pvrlabs.xyz/aibadger/",
"languages": {
"Go": 1039570,
"Ruby": 1264,
"Shell": 8392,
"PowerShell": 3648
},
"pushed_at": "2026-07-22T18:18:38Z",
"created_at": "2026-05-08T20:58:25Z",
"owner_type": "Organization",
"updated_at": "2026-07-22T18:22:03Z",
"description": "AI Badger - Local-first tool that extracts focused repo context for any AI chat (Claude, ChatGPT, Grok, etc.) without wasting tokens on irrelevant files.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://pvrlabs.xyz/",
"name": "PVR Labs",
"type": "Organization",
"login": "PVRLabs",
"company": null,
"location": "United States of America",
"followers": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/270055163?v=4",
"created_at": "2026-03-22T04:00:52Z",
"is_verified": null,
"public_repos": 5,
"account_age_days": 123
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.2.8",
"kind": "patch",
"published_at": "2026-07-21T01:12:44Z"
},
{
"tag": "v0.2.7",
"kind": "patch",
"published_at": "2026-07-10T22:38:58Z"
},
{
"tag": "v0.2.6",
"kind": "patch",
"published_at": "2026-07-01T22:40:45Z"
},
{
"tag": "v0.2.5",
"kind": "patch",
"published_at": "2026-06-24T18:14:55Z"
},
{
"tag": "v0.2.4",
"kind": "patch",
"published_at": "2026-05-29T18:58:37Z"
},
{
"tag": "v0.2.3",
"kind": "patch",
"published_at": "2026-05-27T23:44:01Z"
},
{
"tag": "v0.2.2",
"kind": "patch",
"published_at": "2026-05-23T01:42:15Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2026-05-23T00:04:17Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2026-05-22T22:45:47Z"
},
{
"tag": "v0.1.7",
"kind": "patch",
"published_at": "2026-05-22T01:58:56Z"
},
{
"tag": "v0.1.6",
"kind": "patch",
"published_at": "2026-05-21T01:47:24Z"
},
{
"tag": "v0.1.5",
"kind": "patch",
"published_at": "2026-05-21T00:47:17Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2026-05-19T20:42:34Z"
},
{
"tag": "v0.1.3",
"kind": "patch",
"published_at": "2026-05-19T04:39:48Z"
},
{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2026-05-15T16:48:06Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2026-05-13T18:32:11Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2026-05-13T18:08:20Z"
}
],
"recent_commits": [
{
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"body": null,
"is_bot": false,
"headline": "install: low-friction PATH setup on Unix and Windows",
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"body_truncated": false,
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},
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},
{
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},
{
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"is_bot": false,
"headline": "reviewtask_test: speed up tests with git template repos",
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{
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"body": "Show configured external root suffixes such as docs/ in tagged-file\nsuggestions and resolve those displayed references safely. Keep legacy\nroot-relative references and local-file priority.\n\nPlan: 2026-05-21-badger-context-tagged-files-plan.md",
"is_bot": false,
"headline": "fix: preserve external root suffix in tagged completions",
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"headline": "docs: clarify that .badger-context paths are relative to file location",
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},
{
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"body": null,
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"author_login": "ejboy",
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"body": "Four focused tests for internal/model:\n- TestFileKindConstants\n- TestProjectTopologyJSONRoundTrip\n- TestJSONOmitEmptyFields\n- TestProjectTopologyJSONFieldNames\n\nAbsPath is intentionally left out of assertions so that\nremoving the privacy-sensitive field later won't cause\ntest regressions.",
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"body": "Document default review behavior, label untracked paths as review context,\nand cover Go test file eligibility across default and narrow modes.\n\nPlan: 2026-07-15-git-untracked-review-plan.md",
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"headline": "fix: clarify Git-untracked review context #123",
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"body": "Use pvrlabs/tap/badger as the public Homebrew install path.\n\nPlan: /Users/pvr/dev/prj/pvr/statlite/docs/plans/2026-07-07-oss-release-plan.md",
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"headline": "docs: update Badger Homebrew tap path",
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"body": null,
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"headline": "Fix goal editor backspace routing",
"author_name": "ejboy",
"author_login": "ejboy",
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"body": null,
"is_bot": false,
"headline": "docs: refresh workflow B screenshot",
"author_name": "ejboy",
"author_login": "ejboy",
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"headline": "docs: update article screenshots",
"author_name": "ejboy",
"author_login": "ejboy",
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"author_name": "ejboy",
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"body": null,
"is_bot": false,
"headline": "docs: fix article screenshot rendering on github",
"author_name": "ejboy",
"author_login": "ejboy",
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"body": null,
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"headline": "docs: add articles index and update experiment writeup",
"author_name": "ejboy",
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"headline": "docs: add Badger design handoff article (#117)",
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"body": "Plan: binary-summaries",
"is_bot": false,
"headline": "feat: add image metadata to binary asset summaries #114",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-08T19:25:41Z",
"body_truncated": false,
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"body": null,
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"headline": "Support deeper tagged-file completion",
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"author_login": "ejboy",
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"body": null,
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"headline": "Fix resource topology primary language handling",
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"headline": "Scan generic schema resources",
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"headline": "Surface Java co-located resources",
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"headline": "Surface Go co-located resources",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-07-08T16:05:34Z",
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"headline": "docs: rewrite README to improve onboarding and developer conversion",
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"committed_at": "2026-07-07T04:11:12Z",
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"headline": "Add structured headless extraction plan output",
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"headline": "chore: bump to v0.2.7-dev",
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"body": "…eration\n\nPlan: Release v0.2.6",
"is_bot": false,
"headline": "fix: fetch full history in release workflow for correct changelog gen…",
"author_name": "ejboy",
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"body": "Show 'Show support for Badger and help others discover it.' before\nasking whether to fetch the supporter scoreboard from GitHub.",
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"headline": "feat: add motivation line to badge permission prompt",
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"committed_at": "2026-07-01T21:34:52Z",
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"body": "…clusion\n\n.env.example and similar template files carry no real secrets, but were\ncaught by the .env.* prefix check in matchesSensitiveBase. Add an exact-\nname exemption before the prefix block so these files are extractable.\n\nUpdate docs/privacy.md to reflect the new behavior. Add test coverage\nfor exempted names and confirm other .env.* variants remain blocked.",
"is_bot": false,
"headline": "Exempt .env.example/.env.template/.env.sample from Prompt 2 safety ex…",
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"headline": "fix: reduce idle TUI CPU while waiting for AI response #109",
"author_name": "ejboy",
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"headline": "Mark truncated context footers",
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"body": "Add Prompt 2 file header markers for truncated extracted context while preserving existing labels for non-truncated full files, spans, and binary summaries.\n\nCover formatter behavior and headless context output with regression tests.\n\nPlan: Prompt 2 Truncated Context Markers Plan",
"is_bot": false,
"headline": "fix: mark truncated Prompt 2 context #107",
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"body": "Add scripts/generate-release-notes.sh and wire it into the release\nworkflow instead of softprops generate_release_notes.",
"is_bot": false,
"headline": "feat: automate release notes generation by issue grouping",
"author_name": "ejboy",
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"committed_at": "2026-06-24T18:26:01Z",
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"headline": "fix: remove redundant release trigger from workflow",
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"headline": "chore: bump to v0.2.6-dev",
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"headline": "fix: reject absolute external FILE selectors #105",
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"body": "resolveCommandPath was passing paths starting with \"..\" to\nresolveFuzzyPath, which extracted just the basename and matched\nagainst local project files. This caused external FILE: requests\nlike \"../internal/docs/architecture.md\" to silently resolve to\nlocal files with the same basename instead of falling through to\nexternal context resolution.\n\nFix by skipping fuzzy resolution when the path starts with \"..\".\n\nPlan: Tolerant FILE resolution for external context roots",
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"headline": "fix: prevent resolveFuzzyPath from stripping parent-dir paths #105",
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{
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"body": "Document badger followup and /followup in the usage guide.\n\nPlan: 2026-06-23-followup-focus-plan",
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"headline": "docs: add followup CLI and slash command to usage docs #99",
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"body": "Add the followup focus preset, prompt constraints, CLI startup handling, workflow display name, and TUI /followup command.\n\nPlan: 2026-06-23-followup-focus-plan",
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"headline": "feat: add followup focus prompt contract and UI #99",
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{
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"headline": "Unify startup launch context",
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},
{
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"body": null,
"is_bot": false,
"headline": "docs: synchronize protocol, usage, and privacy with engine behavior",
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"committed_at": "2026-05-30T01:37:04Z",
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"headline": "Limit Node source root scans per directory",
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"headline": "scanner: apply shallow Node marker discovery #29",
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"headline": "scanner: apply shallow Go marker discovery #29",
"author_name": "ejboy",
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"is_bot": false,
"headline": "scanner: add bounded marker discovery helper #29",
"author_name": "ejboy",
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"body_truncated": false,
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{
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"headline": "Bump version to v0.2.5-dev",
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"headline": "release: v0.2.4",
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"oid": "46df43f93787b75ea36d7c9151d6a2c0cea0890b",
"body": "Drop 7 formatter-output tests now covered by the hybrid-ops-app\nblack-box certification fixture. Keep scanner-level unit tests\n(capping, binary omission, multi-lang ops scripts) that test\ninternal logic not reachable through the binary interface.\n\nPlan: 2026-05-29-shallow-ops-deploy-topology-plan",
"is_bot": false,
"headline": "test: remove per-language formatter tests covered by cert fixture #100",
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"is_bot": false,
"headline": "Attach ops resources to topology",
"author_name": "ejboy",
"author_login": "ejboy",
"committed_at": "2026-05-29T18:14:56Z",
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{
"code": "no_data",
"params": {}
}
],
"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 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "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": "no SAST tool detected",
"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": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 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": 3
},
"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": "good",
"name": "AI Readiness",
"value": 70,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.57,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 527
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "57 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 30.4,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 57,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "go.mod"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"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": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 143179,
"source_files_sampled": 111,
"oversized_source_files": 1
},
"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": "1/111 source files over 60KB",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 111,
"oversized": 1
}
}
],
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-23T08:03:23.916499Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/PVRLabs/aibadger.svg",
"full_name": "PVRLabs/aibadger",
"license_state": "standard",
"license_spdx": "MIT"
}