公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 12:54 UTC

zach-snell / bbkt

A Bitbucket CLI and Model Context Protocol (MCP) server in Go.

GoApache-2.0★ 4 星标⑂ 3 复刻始于 2026年2月在 GitHub 上查看 ↗

zach-snell/bbkt 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(78/100),最低的是Security(28/100)。 最近一次更新在 10 天前。 近期的大部分工作由 1 位贡献者完成。

55
总分 / 100
中等

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)
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

Zach Snell个人账户
30 关注者39 个公开仓库始于 2015年1月Pariveda Solutions

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/zach-snell/bbktv0.1.11-1210 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良好 · 占总体的 22%
评分方式
28.8/36推送新近度 — 最近一次推送于 10 天前
5.5/36提交节奏 — 52 周中有 8 周有提交
16.1/18提交量 — 最近一年 61 次提交
10/10OpenSSF Scorecard:Maintained — 18 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year61
human_commit_share1
days_since_last_push10
active_weeks_last_year8

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 12 个发布版本
36/36发布时效 — 最近一次发布版本于 10 天前
27/27发布节奏 — 约每 15.4 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count12
latest_release_tagv0.1.11
releases_from_tags
days_since_latest_release10
mean_days_between_releases15.4

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?

41存在风险 · 占总体的 18%
评分方式
7.7/60星标 — 4 个星标
2.5/25复刻 — 3 个复刻
0/15关注者 — 1 位关注者
所用输入
forks3
stars4
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 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
0.7/22.5提交分布 — 头号贡献者编写了 97% 的提交
4.1/13.5贡献者广度 — 3 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled3
top_contributor_share0.967
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 2/30 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
10.7/25所有者影响力 — zach-snell 有 30 位关注者
23.7/25既往记录 — 39 个公开仓库,账户约 11 年
所用输入
followers30
owner_typeUser
is_verified
owner_loginzach-snell
public_repos39
account_age_days4,199
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 10 天前
20/20版本历史 — 12 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/zach-snell/bbkt
ecosystemsgo
any_deprecated
min_days_since_publish10

工程质量

基础的工程与文档实践是否到位?

78良好 · 占总体的 20%

工程实践

64中等
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.yml
0/9.6Pre-commit 钩子
0/6.4.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

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://zach-snell.github.io/bbkt/
10/10仓库描述
10/10主题标签 — 5 个主题标签
10/10Wiki
所用输入
topicsbitbucket, cli, go, mcp, mcp-server
has_wiki
homepagehttps://zach-snell.github.io/bbkt/
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 2/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 18 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 35 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate2.8
已排除计分(无数据或不适用):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。

59中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 61 次人类提交中有 60 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_share0.984
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — .mise.toml
22/22自动化测试
11/11Lint / 格式化配置 — .golangci.yml
11/11静态类型检查 — docs/tsconfig.json
10/10可复现环境 — lockfile
0/10已体现的代理实践 — 最近 61 次提交中没有代理编写的提交
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesgo.sum, pnpm-lock.yaml
has_dockerfile
typed_language
bootstrap_files.mise.toml
has_devcontainer
has_linter_config
typecheck_configsdocs/tsconfig.json
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — Go(静态类型)
55/55可控的文件大小 — 采样的 58 个源文件中有 0 个超过 60KB
所用输入
primary_languageGo
largest_source_bytes15,444
source_files_sampled58
oversized_source_files0
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
api_schema_files

关键数据

4GitHub 星标
3贡献者
61最近 12 个月提交数
10距最近推送天数
12发布版本数
1巴士系数(bus factor)
0开放议题
Go, npm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

Star 与 Fork 历史 0 ★ / 3 ⇿
0Star
3Fork
2发布

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

12233312026-032026-032026-04
主版本 0次版本 0修订 2
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 · 2026-07-22 12:54 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 2/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained18 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities35 existing vulnerabilities detected
直接依赖 4
注册表软件包版本约束清单文件
Gogithub.com/charmbracelet/huhv0.8.0go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.4.1go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogopkg.in/dnaeon/go-vcr.v4v4.0.6go.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": [
        "bitbucket",
        "cli",
        "go",
        "mcp",
        "mcp-server"
      ],
      "is_fork": false,
      "size_kb": 8914,
      "has_wiki": true,
      "homepage": "https://zach-snell.github.io/bbkt/",
      "languages": {
        "Go": 308010,
        "Shell": 4858
      },
      "pushed_at": "2026-07-12T05:12:09Z",
      "created_at": "2026-02-20T05:15:03Z",
      "owner_type": "User",
      "updated_at": "2026-07-12T05:10:11Z",
      "description": "A Bitbucket CLI and Model Context Protocol (MCP) server in Go.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Zach Snell",
      "type": "User",
      "login": "zach-snell",
      "company": "Pariveda Solutions",
      "location": "Dallas, TX",
      "followers": 30,
      "avatar_url": "https://avatars.githubusercontent.com/u/10632545?v=4",
      "created_at": "2015-01-21T14:37:10Z",
      "is_verified": null,
      "public_repos": 39,
      "account_age_days": 4199
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.1.11",
          "kind": "patch",
          "published_at": "2026-07-12T05:12:08Z"
        },
        {
          "tag": "v0.1.10",
          "kind": "patch",
          "published_at": "2026-07-12T01:15:32Z"
        },
        {
          "tag": "v0.1.9",
          "kind": "patch",
          "published_at": "2026-07-11T22:58:38Z"
        },
        {
          "tag": "v0.1.8",
          "kind": "patch",
          "published_at": "2026-05-17T02:39:47Z"
        },
        {
          "tag": "v0.1.7",
          "kind": "patch",
          "published_at": "2026-05-17T01:32:36Z"
        },
        {
          "tag": "v0.1.6",
          "kind": "patch",
          "published_at": "2026-05-16T19:56:30Z"
        },
        {
          "tag": "v0.1.5",
          "kind": "patch",
          "published_at": "2026-05-14T18:22:26Z"
        },
        {
          "tag": "v0.1.4",
          "kind": "patch",
          "published_at": "2026-04-22T18:56:09Z"
        },
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2026-03-16T02:20:08Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2026-02-23T17:14:26Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-02-22T22:14:02Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2026-02-21T01:26:22Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "d19dfea7a9cc8a3c6a9fd45ca2f05a5a7d240488",
          "body": "…tbucket_api)\n\nAdds a first-class escape hatch so agents (and users) hit endpoints bbkt does\nnot wrap with a typed command through bbkt's own authenticated client, instead\nof reading the token out of credentials.json and calling the API by hand.\n\n- CLI: 'bbkt api <path>' mirroring 'gh api' — path-fi\n[…]\nnd accepts the common\n  path forms; covered by tests.\n\nThis targets the empirically dominant bypass pattern: raw curl to\napi.bitbucket.org for niche endpoints, which leaked the token into transcripts.",
          "is_bot": false,
          "headline": "feat(cli,mcp): authenticated Bitbucket API passthrough (bbkt api / bi…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-07-12T05:09:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c00dc0d9113ea9b6f13394515bb55b8220c459b3",
          "body": "… under --json\n\nTwo subcommand flags claimed the -p shorthand that the global persistent\n--profile flag now owns, so cobra panicked while merging flags on every\ninvocation of 'bbkt mcp' and 'bbkt pipelines trigger':\n- mcp: --port drops its -p shorthand (long --port only)\n- pipelines trigger: --patte\n[…]\n'prs create' and 'pipelines trigger' verbs no longer\ndrop into interactive prompts when required flags are missing; they return a\nstructured error (rendered as JSON by the existing --json error path).",
          "is_bot": false,
          "headline": "fix(cli): stop -p shorthand panic on mcp/pipelines trigger; fail fast…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-07-12T01:13:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc3566718d01859c3ddcd74a1872bef50eb5a08d",
          "body": "Recognize a git remote by its effective host, not by spelling the hostname.\nAn scp-like or ssh:// remote whose host is an SSH config alias is resolved\nvia 'ssh -G' and accepted only when its real hostname matches the target;\nthis supports arbitrarily-named aliases and rejects an alias that resolves\n\n[…]\ng).\n\nThe target host defaults to bitbucket.org and can be overridden with\nBBKT_HOST for a self-hosted/alternate domain (git-remote recognition only;\nAPI and OAuth endpoints are configured separately).",
          "is_bot": false,
          "headline": "feat(cli): resolve ssh host aliases to any-named Bitbucket remotes",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-07-11T22:32:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3dbeb5004c918d6a78768b12f17e78e4b74bce73",
          "body": "Git remote inference now recognizes the ssh:// URL-scheme form and\nSSH config host aliases (bitbucket.org-<suffix>, the multi-account\npattern), so a remote like\nssh://git@bitbucket.org-pariveda/parivedasolutions/moxy.git resolves\ncorrectly. The pure URL parsing is extracted into a testable\nparseBitb\n[…]\n resolve, repos\ndelete, source write/delete, pipelines stop, profile use/refresh,\nlogout) now honor --json, emitting a small structured result object.\nHuman output is unchanged when --json is not set.",
          "is_bot": false,
          "headline": "fix(cli): ssh alias/scheme remote parsing + --json on action verbs",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-07-11T22:31:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ca3c7581de379c1b4aaf27ab75e223237af7bf1f",
          "body": null,
          "is_bot": false,
          "headline": "fix(lint): nolint:gosec on bounded slice accesses in ParseArgs",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-17T02:35:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55181266a3439873128d34af4568e0e2c861c1ca",
          "body": "- git.go: add explicit n>=1/n>=2 guards in the positional switch so gosec\n  G602 stops worrying about the args[1]/args[2:] indexes; also drop a\n  redundant fmt.Sprintf with no formatting args.\n- internal/mcp/utils.go: give ResolveScope's return values names so\n  gocritic's unnamedResult check stops \n[…]\nature already\n  documents both halves via the godoc).\n- gofmt the test file's struct literal alignment.\n\nNo behavior change; build + tests already passed, but CI's golangci-lint\ncaught the style nits.",
          "is_bot": false,
          "headline": "fix(lint): satisfy gosec/gocritic/gofmt on the scope-resolver code",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-17T02:33:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6f0ec7d5f815cfcc141eb545c091b7594f4f6c9e",
          "body": "…ution\n\nParseArgs is now a layered resolver instead of a 2-state positional gate:\n  1. -R/--repo (workspace/slug or plain slug) + -W/--workspace\n  2. BBKT_REPO and BBKT_WORKSPACE env vars\n  3. positional args ([workspace] [repo-slug])\n  4. git inference from origin\n  5. error listing the cached acce\n[…]\n\"command\": \"bbkt\", \"args\": [\"mcp\"],\n            \"env\": { \"BBKT_WORKSPACE\": \"myws\" } }\n\nTool schemas stay required-as-documented; the env is a per-server default\nthe model can always override per call.",
          "is_bot": false,
          "headline": "feat(cli,mcp): -W/-R flags + BBKT_WORKSPACE/BBKT_REPO env scope resol…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-17T01:49:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a4d4e98c58ef93696337f6f73211e7ed29a0f69f",
          "body": "…lank\n\n/user/workspaces returns workspace_access envelopes ({administrator,\nworkspace:{uuid,slug,links}}), not bare workspaces. Decoding straight\ninto Workspace produced rows with empty Slug/UUID/Name and IsPrivate=false,\nso `bbkt workspaces list` showed blank rows for every workspace.\n\nDecode the e\n[…]\nug / UUID / Admin since workspace_base omits Name and is_private —\nuse `bbkt workspaces get <slug>` for full details.\n\nFixture-based regression test pins the envelope shape and the\nadmin-flag mapping.",
          "is_bot": false,
          "headline": "fix(workspaces): flatten /user/workspaces envelope so listing isn't b…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-17T01:20:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "df62064e2cbcea4d9212840548d3fc29ad3f6e90",
          "body": "…e walls\n\nP2 follow-ups from the prior UX audit, applied as one consistent pass\nacross every command in cmd/cli/.\n\nGroups (cmd/cli/groups.go, root.go):\n\n- Top-level help is now grouped into \"Authentication & Profiles\"\n  (auth, status, logout, profile), \"Bitbucket Resources\" (workspaces,\n  repos, prs\n[…]\nesolve}, pipelines {get, stop, steps, log}, issues {get,\n  update}, source {read, history, search, write, delete}). Makes\n  required vs optional positionals visible at a glance per POSIX\n  convention.",
          "is_bot": false,
          "headline": "refactor(cli): cobra polish — groups, pagination flags, RunE, no usag…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-16T19:52:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d18882df3caef5ac8d10bde8bc101949d486f459",
          "body": "Same staleness pattern as the README, fanned out across the Starlight\ndocs pages:\n\n- introduction.mdx: dropped App Password reference, called out\n  scoped Atlassian API tokens + OAuth + multi-profile.\n- installation.mdx: led with the curl|bash install script (both\n  system and --user variants), fixe\n[…]\ne (--port), added Required Scope to each tool\n  block.\n- index.mdx: small Hero card copy update to mention scoped tokens\n  and multi-profile.\n\nVerified: 'pnpm build' from docs/ produces 8 pages clean.",
          "is_bot": false,
          "headline": "docs(site): align Astro docs with current auth model + CLI surface",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-16T19:39:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7fd91e7f6bc6a794302a59b2390c8a817183c1e5",
          "body": "…ed flags\n\nAudit-driven UX fixes across the cobra command tree. Three concrete\nbugs and a pile of clarity wins.\n\nBugs (P0):\n\n- Promote --profile to a true PersistentFlag on RootCmd. Previously\n  only registered on 'auth', so 'bbkt --profile work prs list' would\n  die with \"unknown flag\" before the P\n[…]\np; --pattern on\n  pipelines trigger now references the custom: block in\n  bitbucket-pipelines.yml; --strategy listed as an alternation\n  instead of a comma-separated set; --status accepts STOPPED too.",
          "is_bot": false,
          "headline": "feat(cli): better cobra help — global --profile, Long+Example, requir…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-16T19:39:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc84e9f0066228f6fe20d778fff40ccb4e8f6f0a",
          "body": "…urface\n\nRewrites the README end-to-end after a ground-truth audit of the binary\nand codebase. Major corrections:\n\n- Installation: lead with the curl|bash installer (system-wide and\n  --user variants) instead of the obsolete \"clone + ./install.sh\" flow,\n  plus a fish note for fish_add_path on --user\n[…]\nite under docs/.\n\nAlso fixes install.sh post-install hint: 'bbkt login' was a fictional\ncommand (the real command is 'bbkt auth'). Now suggests bbkt auth,\nbbkt auth --oauth, bbkt status, and bbkt mcp.",
          "is_bot": false,
          "headline": "docs(readme): rewrite for scoped tokens, multi-profile, current CLI s…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-16T19:39:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "459196e30022abd30411d67de14a2e404016ddae",
          "body": "…e 20 dep\n\nupload-pages-artifact@v3 bundles upload-artifact@v4 internally, which\nstill runs on Node 20. v5 of upload-pages-artifact was released\nspecifically to pull in upload-artifact@v7 (Node 24).\n\nv4 introduced a behavior change: hidden files (dotfiles) are excluded\nfrom the artifact by default. The docs build output (docs/dist) doesn't\nrely on dotfiles, so this is safe.",
          "is_bot": false,
          "headline": "chore(ci): bump upload-pages-artifact v3 -> v5 to drop transitive Nod…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-14T19:06:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8ceae30c23a73451f11bc148e68ea46aca4a389",
          "body": "Caught the last four after CI surfaced them — the previous bump missed\nthese because the release workflow didn't exercise them:\n\n  actions/upload-artifact v4 -> v7  (ci.yml: artifact upload)\n  pnpm/action-setup       v4 -> v6  (docs.yml: adds pnpm v11 support; we still pin 9)\n  actions/setup-node   \n[…]\ndy pass cache: 'pnpm' explicitly)\n  actions/deploy-pages    v4 -> v5  (docs.yml: Node 24 only)\n\nactions/upload-pages-artifact@v3 was not flagged — it's already Node 24\ninternally — and is left at @v3.",
          "is_bot": false,
          "headline": "chore(ci): bump remaining Node 20 actions to Node 24 majors",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-14T19:03:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bcd62358ae3a588a3094355f0d9b82f7a6037d05",
          "body": "Missed in the previous CI bump because release.yml doesn't use codecov,\nso the deprecation only surfaced after CI ran on the prior commit.",
          "is_bot": false,
          "headline": "chore(ci): bump codecov-action v4 -> v6 (Node 24)",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-14T19:00:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53ffad614ebebbd4bf1d7cab3df0cb782ad0ff45",
          "body": "GitHub flagged actions/checkout@v4, actions/setup-go@v5, and\nsoftprops/action-gh-release@v2 as running on the deprecated Node 20\nruntime (force-upgrade to Node 24 on Jun 2, 2026; Node 20 removed\nSep 16, 2026). Bump to the latest majors:\n\n  actions/checkout            v4 -> v6  (Node 24 since v5)\n  a\n[…]\nrkflows (upload-artifact@v4, codecov@v4,\nsetup-node@v4, pnpm/action-setup@v4, upload-pages-artifact@v3,\ndeploy-pages@v4) were not flagged — they already run on Node 24\ninternally — and are left alone.",
          "is_bot": false,
          "headline": "chore(ci): bump deprecated Node 20 actions to Node 24 majors",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-14T18:58:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3c36a02c551ac5c2bb24e613dafac1b205f01024",
          "body": "The old install.sh required Go on the user's machine and built from source.\nReplace with the obx-style installer that pulls a prebuilt binary from the\nmatching GitHub release for the user's OS/arch. release.yml already\npublishes binaries with the expected naming (bbkt-<os>-<arch>[.exe]).\n\nAdds: OS/arch detection, sudo fallback to /usr/local/bin, --user flag for\n~/.local/bin (no sudo), --version/--help flags, colored UX, post-install\nhints for `bbkt login` + MCP client wiring.",
          "is_bot": false,
          "headline": "chore(install): port releases-downloader installer from obx",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-14T18:13:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "311bd8b1c62af1d46534d0d3ebc7c7a64ff6b17b",
          "body": "Bitbucket Cloud REST API has required scoped Atlassian API tokens since\nPhase 2 of app-password deprecation (Sep 9, 2025). Unscoped tokens minted\nvia the \"Create API token\" button at id.atlassian.com authenticate to\nAtlassian but are rejected by Bitbucket's BitbucketCustom auth layer with\na generic \n[…]\nPITokenLogin branches\non errors.As(&AuthError) instead of substring-matching \"403 Forbidden\".\nLogin prompt updated to direct users explicitly at the scoped flow with\nthe corrected granular scope list.",
          "is_bot": false,
          "headline": "fix(auth): distinguish classic-token rejection from missing scopes",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-05-14T18:13:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "045a46911e6df4c0aabcaff563a721f5c9a16530",
          "body": "Swaps the live workflow's auth from a seeded API-token profile to an OAuth\nconsumer's client_credentials grant. Cleaner for CI — no credentials file\nto write, no user account involved, and the token lasts 2h. Workflow\nexchanges the consumer key/secret for a bearer, masks it, and hands it to\nthe test\n[…]\n to envelope-shape assertions. Also teach\nliveClient() to prefer env-var auth so the same tests work in CI and\nlocally against a profile.\n\nVerified end-to-end against bbkt-test: all 5 live tests pass.",
          "is_bot": false,
          "headline": "ci(live): switch live tier to client_credentials grant",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-04-22T18:47:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "01535e9ce1b9bbc1cf6409c9601c93605c862854",
          "body": "…4773\n\n- format.go: collapse `label string, value string` into `label, value string`\n  (gocritic paramTypeCombine) for KV and KVf.\n- comments_test.go: name the helper's return values (gocritic unnamedResult).\n- credentials_test.go: apply gofmt.\n- go-sdk v1.3.1 → v1.4.1: fixes GO-2026-4770 and GO-2026-4773 flagged by\n  govulncheck. No call-site changes required.",
          "is_bot": false,
          "headline": "fix(ci): resolve lint failures and bump mcp-go-sdk past GO-2026-4770/…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-04-22T18:44:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6dba6886ffa17dd6f7a19b617d8d5cf739d78e29",
          "body": "Surfaced by exercising bbkt against real Bitbucket with a live OAuth\nconsumer. Three fixes:\n\n1. ListWorkspaces: /workspaces → /user/workspaces\n   Bitbucket deprecated /workspaces, /user/permissions/workspaces, and\n   /repositories (the bare cross-workspace list) on 2026-02-25 with\n   HTTP 410 (CHANG\n[…]\nands that call the same runStatus/runLogout as the\n   existing top-level commands.\n\nRegression tests (endpoints_test.go) pin both URL fixes so a future\nrefactor can't silently reintroduce either path.",
          "is_bot": false,
          "headline": "fix: follow Bitbucket CHANGE-2770 endpoint deprecations, UX papercuts",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-04-20T04:31:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "add1c601c8b00298476e781c0bcf8f7cc597db87",
          "body": "… machine\n\nThe OAuth flow was effectively untested shelfware. Three real issues:\n\n1. bbkt listened on a random free port but never sent redirect_uri in the\n   authorize request, so Bitbucket would redirect to whatever callback URL\n   was registered on the consumer — which has a fixed port that the r\n[…]\nrver omits it,\nfailed-refresh doesn't clobber creds, empty-token guard, end-to-end\n401-auto-retry path, and 401-without-OAuth passes through (no silent\nretry for Basic Auth). All offline via httptest.",
          "is_bot": false,
          "headline": "fix(oauth): deterministic callback port + tests for refresh/401 state…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-04-19T20:44:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "13ac9890b14a34204c0ca5cea9318de7f14b02f6",
          "body": "Two new layers on top of the unit tests:\n\n1. Fixture replay (runs in normal CI)\n   - Uses dnaeon/go-vcr v4 cassettes under testdata/fixtures/.\n   - Three hand-crafted cassettes covering the nested-type surface that\n     plain JSON assertions miss: full PullRequest with source/destination/\n     revie\n[…]\norkflow .github/workflows/live.yml runs nightly and on manual\n     dispatch, seeds a ProfileStore from BBKT_API_EMAIL/BBKT_API_TOKEN\n     secrets, and exits cleanly if those secrets aren't configured.",
          "is_bot": false,
          "headline": "test(bitbucket): add VCR fixture replay + live smoke test tier",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-04-19T19:44:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f13e0363856f85a369ac36ef63cb19c83ef79b04",
          "body": "…e invariants\n\nCovers the two bugs that slipped through (inline comment null fields, GetRaw\nAccept header) plus auth, error wrapping, IsExpired's 5-min buffer, and the\nlegacy-credentials-file migration path. Tests drive the real Client against\nhttptest.Server so they verify actual on-the-wire behavior rather than\nmock-echo assertions. Mutation-checked: reverting either fix produces a\nfailing test with a diagnostic showing the exact wire-level symptom.",
          "is_bot": false,
          "headline": "test(bitbucket): add regression tests for recently-fixed bugs and cor…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-04-19T19:30:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18e4b617d7d882314a50ce53ed96dbe3344f0482",
          "body": "GetRaw serves four endpoints with different content types: pipeline\nstep logs (application/octet-stream), PR and commit diffs (text/plain),\nand file source (varies by file). Pinning Accept to octet-stream only\nmatches the log endpoint and risks 406 on the others. */* matches all\nof them and preserves the intent of \"raw\".",
          "is_bot": false,
          "headline": "fix(client): use */* Accept header in GetRaw to cover all raw endpoints",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-04-19T19:23:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4de33e04569b4329c4b445049fd2c218000de711",
          "body": "The Bitbucket step log endpoint returns application/octet-stream\nand rejected the hardcoded Accept: application/json from do()\nwith HTTP 406. Makes do()'s Accept header configurable via a\nvariadic parameter (default still application/json) and updates\nGetRaw to request application/octet-stream, which unblocks\n`bbkt pipelines log` and the MCP get-step-log action.\n\nCloses #2",
          "is_bot": false,
          "headline": "fix(pipelines): send correct Accept header for step log (406)",
          "author_name": "Aulia Lionar",
          "author_login": "alionar",
          "committed_at": "2026-04-19T19:23:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2df50d2c44a39722d579b23db352350ac9ce090",
          "body": "…endering\n\nAdds ,omitempty to Inline.From and Inline.To so single-sided\ninline comments (added or removed lines) don't serialize with\n\"from\":null / \"to\":null. Bitbucket's API rejects null on these\nfields and requires absence, which caused duplicate-rendering\nworkarounds that anchored comments to both diff sides.\n\nCloses #1",
          "is_bot": false,
          "headline": "fix(inline-comments): omit null from/to fields to prevent duplicate r…",
          "author_name": "Vitautas Brazas",
          "author_login": "Millon15",
          "committed_at": "2026-04-19T19:23:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "011a45f739daec17a4e102515b9c3f027ea5a795",
          "body": "…spection",
          "is_bot": false,
          "headline": "feat: add --no-auth flag to MCP command for unauthenticated server in…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-03-16T02:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60ea607b61804f480d671b6cc083bfd86d3fb24e",
          "body": null,
          "is_bot": false,
          "headline": "docs: add glama.json for server claiming [skip ci]",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-03-07T20:32:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97e9954cc6cbf818e5c3a694f2852caeef5c5257",
          "body": "Replace raw JSON dumps with formatted tables (list commands) and\nkey-value displays (detail commands) across all CLI commands. Add\nglobal --json flag to preserve raw JSON output when needed.\nRe-record demo GIF with real formatted output.",
          "is_bot": false,
          "headline": "feat: add human-readable CLI output with --json flag for raw output",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-23T18:35:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d9d0c2c881ad3186bbe7b76e706ec11fb23888b0",
          "body": null,
          "is_bot": false,
          "headline": "docs: fix demo GIF (canned output, no PII)",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-23T18:03:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a47f1128ab7159addaf1f3e91bdc11d62c76f654",
          "body": "This reverts commit 429b01c58918609382e4dc1fb143276d7033edea.",
          "is_bot": false,
          "headline": "Revert \"docs: re-record demo GIF with properly built binary\"",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-23T17:44:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "429b01c58918609382e4dc1fb143276d7033edea",
          "body": null,
          "is_bot": false,
          "headline": "docs: re-record demo GIF with properly built binary",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-23T17:43:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e22db88d7d963d157bad426ba528592fc97cfece",
          "body": null,
          "is_bot": false,
          "headline": "docs: add VHS demo GIF, badges, and embed in README",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-23T17:12:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ee32597a521a47e66324fb884107722e9c1b660",
          "body": null,
          "is_bot": false,
          "headline": "docs: switch from MIT to Apache-2.0 license",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-22T23:10:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24da3f4c29151c504e267a1f9469930db9f2301c",
          "body": null,
          "is_bot": false,
          "headline": "chore: ignore root level bbkt binary in gitignore",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-22T23:04:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca74a374accc7b5f078317d3efcddb43bf23f9a4",
          "body": null,
          "is_bot": false,
          "headline": "docs: add github issue templates, pr template, and contributing guide",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-22T23:02:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfab3d54b37100af127e784c7b53550ace51cd1c",
          "body": null,
          "is_bot": false,
          "headline": "docs: add MIT License",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-22T23:01:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88f1d9ce938d2de791641caef06d91a2f9562f6c",
          "body": null,
          "is_bot": false,
          "headline": "docs: add comprehensive reference guides for CLI and MCP tools",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-22T22:16:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5e62768ca0d969eeb4a3e2bf3a40b48c7779004e",
          "body": null,
          "is_bot": false,
          "headline": "ci: bump actions/setup-go version to 1.26",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-22T22:11:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbd3fa48ea2c312c997a523ac1a00e678bfa5b48",
          "body": null,
          "is_bot": false,
          "headline": "fix(mcp): add omitempty to json payloads to fix PR creation",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-22T22:04:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b40af7bd63029a54aa71e546db99ea6b249f9752",
          "body": null,
          "is_bot": false,
          "headline": "fix(cli): include read:workspace in auth wizard recommended scopes",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-22T21:51:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d403b9f3144ddf2a0bf1f36855a9a762d94f3cd9",
          "body": "… exhaustion and llm hallucinations",
          "is_bot": false,
          "headline": "feat(mcp): multiplex 40 tools into 9 modular tools to prevent context…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-22T20:55:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "674fb510a41dfcbd56e8d150bc29f82f9727ac44",
          "body": null,
          "is_bot": false,
          "headline": "fix: map bitbucket api token namespaces to mcp oauth scopes",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T17:42:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a334d96b7aadc3bc5eb57335e9b255e63740221",
          "body": "…workspaces API",
          "is_bot": false,
          "headline": "refactor: transition multi-profile inference engine to bitbucket API …",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T04:02:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "324abc73b3421f69d5632f36fbdf5ecf2de6368a",
          "body": null,
          "is_bot": false,
          "headline": "feat: complete multi-profile inference engine",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T02:09:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e5f1be1c0eb4d34d20201adf9c0f94cbe2b19da",
          "body": null,
          "is_bot": false,
          "headline": "docs: replace residual obsidian-go-mcp template strings with bbkt",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T01:29:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9479c490f5d0567a413e849b7bfcd59196c97f5c",
          "body": null,
          "is_bot": false,
          "headline": "feat(build): implement dynamic git tag versioning via ldflags",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T01:25:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "535e744969017a15164920e5585182bbad96d496",
          "body": null,
          "is_bot": false,
          "headline": "fix(cli): add version property to root command",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T01:23:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "194388053a222959dabb21bf22cc3f51466b6b89",
          "body": null,
          "is_bot": false,
          "headline": "chore(mcp): rename mcp server instance from bitbucket-mcp to bbkt",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T01:18:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b29039e937d2d64e0e9f559a004879a95a0738e0",
          "body": null,
          "is_bot": false,
          "headline": "chore(config): rename config directory to bbkt",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T01:17:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2f2cb16f4d0cc61676e16e6f4d3c2fdfb73dc50",
          "body": null,
          "is_bot": false,
          "headline": "perf(mcp): reuse cached token scopes on mcp server startup",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T01:14:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df82df3a7281b9382a0420421625c635ca71796e",
          "body": null,
          "is_bot": false,
          "headline": "fix(mcp): tolerate 403s during dynamic token scope extraction",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-21T00:57:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40b01701d329e8bd7f2595fb93dd1682f12b08ce",
          "body": "…structions",
          "is_bot": false,
          "headline": "docs: add api token scope recommendations and explicit tool denial in…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-20T22:19:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8e76e170b43e3d4d62eea6980f626c3499764bd",
          "body": "…ospection",
          "is_bot": false,
          "headline": "feat(auth): add atlassian api token support and dynamic mcp tool intr…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-20T22:18:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cfa9fae2b2596836f601e125cd6d7a8a6323b2d7",
          "body": null,
          "is_bot": false,
          "headline": "feat: add install script and mise task",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-20T16:31:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e9d32ab3ce24c621cdff73d8f2a967fd5c53625",
          "body": null,
          "is_bot": false,
          "headline": "feat: migrate to official go SDK with Streamable Transport",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-20T06:07:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b46bc3c9190e5b648184ec13d01216192388b7fa",
          "body": "…lure",
          "is_bot": false,
          "headline": "fix(docs): remove missing starlight image reference causing build fai…",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-20T05:17:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a7afd971137457a8fe5aae4249bbf38f941d9b50",
          "body": null,
          "is_bot": false,
          "headline": "feat: initial go-live release, docs, and client stability fixes",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-20T05:14:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e4ed87fa0f528470e8d3a20c7d6db0f8b2d40d8",
          "body": "Kill TokenData type entirely — OAuth and API token both use Credentials\nstored at ~/.config/bitbucket-mcp/credentials.json. OAuthLogin saves\ndirectly to credentials.json. No legacy migration or backwards compat.",
          "is_bot": false,
          "headline": "Remove legacy token.json, unify auth on Credentials",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-20T01:46:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11ead7689fb85f03aa13ab180c0987c79f064b57",
          "body": "Go MCP server using mcp-go v0.44.0 for Bitbucket Cloud REST API v2.0.\n\nTools: workspaces, repositories, branches/tags, commits/diffs,\npull requests, PR comments, source/files, and pipelines.\n\nAuth: API token (Basic Auth, default) and OAuth 2.0 auth code grant.\nCredentials stored at ~/.config/bitbucket-mcp/credentials.json.",
          "is_bot": false,
          "headline": "Initial commit: Bitbucket Cloud MCP server with 42 tools",
          "author_name": "Zach Snell",
          "author_login": "zach-snell",
          "committed_at": "2026-02-20T01:32:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 12,
      "commits_last_year": 61,
      "latest_release_at": "2026-07-12T05:12:08Z",
      "latest_release_tag": "v0.1.11",
      "releases_from_tags": false,
      "days_since_last_push": 10,
      "active_weeks_last_year": 8,
      "days_since_latest_release": 10,
      "mean_days_between_releases": 15.4
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 71,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "github.com/zach-snell/bbkt",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "go",
          "matches_repo": true,
          "registry_url": "https://pkg.go.dev/github.com/zach-snell/bbkt",
          "is_deprecated": false,
          "latest_version": "v0.1.11",
          "repository_url": "https://github.com/zach-snell/bbkt",
          "versions_count": 12,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": null,
          "latest_published_at": "2026-07-12T05:09:55Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 10
        }
      ]
    },
    "popularity": {
      "forks": 3,
      "stars": 4,
      "watchers": 1,
      "fork_history": {
        "days": [
          {
            "date": "2026-03-03",
            "count": 1
          },
          {
            "date": "2026-03-30",
            "count": 1
          },
          {
            "date": "2026-04-29",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 3,
        "total_forks": 3
      },
      "star_history": null,
      "open_issues_and_prs": 5
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": true,
      "bootstrap_files": [
        ".mise.toml"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "docs/tsconfig.json"
      ],
      "toolchain_manifests": [
        "go.mod"
      ],
      "largest_source_bytes": 15444,
      "source_files_sampled": 58,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "docs/package.json",
        "go.mod"
      ],
      "advisories": {
        "error": null,
        "scope": null,
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "go",
        "npm"
      ],
      "dependencies": [
        {
          "name": "github.com/charmbracelet/huh",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v0.8.0"
        },
        {
          "name": "github.com/modelcontextprotocol/go-sdk",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.4.1"
        },
        {
          "name": "github.com/spf13/cobra",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v1.10.2"
        },
        {
          "name": "gopkg.in/dnaeon/go-vcr.v4",
          "manifest": "go.mod",
          "ecosystem": "go",
          "version_constraint": "v4.0.6"
        }
      ],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 5,
        "merged_prs": 2,
        "open_issues": 0,
        "closed_ratio": null,
        "closed_issues": 0,
        "closed_unmerged_prs": 2
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "zach-snell",
          "commits": 59,
          "avatar_url": "https://avatars.githubusercontent.com/u/10632545?v=4"
        },
        {
          "type": "User",
          "login": "alionar",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/18596757?v=4"
        },
        {
          "type": "User",
          "login": "Millon15",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/32433787?v=4"
        }
      ],
      "contributors_sampled": 3,
      "top_contributor_share": 0.967
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci.yml",
        "docs.yml",
        "live.yml",
        "release.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        ".golangci.yml"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "go.sum",
        "pnpm-lock.yaml"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "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 2/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no 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": 10,
            "reason": "18 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "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": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "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": 0,
            "reason": "35 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "d19dfea7a9cc8a3c6a9fd45ca2f05a5a7d240488",
        "ran_at": "2026-07-22T12:54:13Z",
        "aggregate_score": 2.8,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-22T09:40:01Z",
      "oldest_open_prs": [
        {
          "number": 5,
          "created_at": "2026-06-23T17:16:58Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 6,
          "created_at": "2026-06-23T17:17:01Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 7,
          "created_at": "2026-06-23T17:17:03Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 8,
          "created_at": "2026-06-23T17:43:55Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 9,
          "created_at": "2026-06-25T10:26:09Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-04-19T19:23:11Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/zach-snell/bbkt",
    "host": "github.com",
    "name": "bbkt",
    "owner": "zach-snell"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 55,
      "inputs": {
        "security": 28,
        "vitality": 72,
        "community": 41,
        "governance": 48,
        "engineering": 78
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 72,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "commits_last_year": 61,
              "human_commit_share": 1,
              "days_since_last_push": 10,
              "active_weeks_last_year": 8
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 10 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "8/52 weeks with commits",
                "points": 5.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 8
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "61 commits in the last year",
                "points": 16.1,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 61
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "18 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 12,
              "latest_release_tag": "v0.1.11",
              "releases_from_tags": false,
              "days_since_latest_release": 10,
              "mean_days_between_releases": 15.4
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "12 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 10 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~15.4 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 15.4
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 41,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "forks": 3,
              "stars": 4,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "4 stars",
                "points": 7.7,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "3 forks",
                "points": 2.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "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": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "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": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 17,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 3,
              "top_contributor_share": 0.967
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 97% of commits",
                "points": 0.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 97
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "3 contributors",
                "points": 4.1,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "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": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 36,
            "inputs": {
              "merged_prs": 2,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 2
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2/4 decided PRs merged",
                "points": 19.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2,
                      "decided": 4
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 2/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "followers": 30,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "zach-snell",
              "public_repos": 39,
              "account_age_days": 4199
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "30 followers of zach-snell",
                "points": 10.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 30,
                      "login": "zach-snell"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "39 public repos, account ~11 yr old",
                "points": 23.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 39
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/zach-snell/bbkt"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 10
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "12 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 78,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "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.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "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": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "bitbucket",
                "cli",
                "go",
                "mcp",
                "mcp-server"
              ],
              "has_wiki": true,
              "homepage": "https://zach-snell.github.io/bbkt/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://zach-snell.github.io/bbkt/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "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. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "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 2/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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": "18 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is 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": "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": "35 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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": 4
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 59,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.984,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "60 of 61 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 60,
                      "sampled": 61
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "pnpm-lock.yaml"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                ".mise.toml"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "docs/tsconfig.json"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": ".mise.toml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".mise.toml"
                    }
                  }
                ],
                "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.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "docs/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/tsconfig.json"
                    }
                  }
                ],
                "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 61",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 61
                    }
                  }
                ],
                "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": 15444,
              "source_files_sampled": 58,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/58 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 58,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "critical",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "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": "2026-07-22T12:54:21.623628Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/z/zach-snell/bbkt.svg",
  "full_name": "zach-snell/bbkt",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.26.0—— 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.