公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-29 23:52 UTC
grokify / aha-studio
MCP server for Aha! product management SaaS service.
grokify/aha-studio 的健康指数为 100 分中的 67 分，处于「中等」区间。 其得分最高的类别是Vitality（89/100），最低的是Community & Adoption（40/100）。 最近一次更新在 3 天前。 近期的大部分工作由 1 位贡献者完成。
67
总分 / 100软件健康指数
指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 49（有风险）的上限。AI 就绪度不计入总体分。
67
优秀85-100堪称典范；基本满足所有检验标准
良好70-84健康；仅有轻微不足
中等50-69可接受，但存在明显不足；建议进行审查
存在风险30-49存在重大薄弱环节；采用时应保持审慎
危急1-29问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
评分画像
每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。
所有权
软件包生态系统
| 注册表 | 软件包 | 版本 | 月下载量 | 版本数 | 最近发布 |
|---|---|---|---|---|---|
| Go | github.com/grokify/aha-studio | v0.11.0 | - | 18 | 4 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？
89
开发活跃度
82良好
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 3 天前 |
| 18/36 | 提交节奏 — 52 周中有 26 周有提交 |
| 18/18 | 提交量 — 最近一年 179 次提交 |
| 10/10 | OpenSSF Scorecard：Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
所用输入
| commits_last_year | 179 |
| human_commit_share | 0.97 |
| days_since_last_push | 3 |
| active_weeks_last_year | 26 |
发布纪律
100优秀
评分方式
| 27/27 | 有发布版本 — 已发布 18 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 4 天前 |
| 27/27 | 发布节奏 — 约每 36.3 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — 无数据 |
所用输入
| releases_count | 18 |
| latest_release_tag | v0.11.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 4 |
| mean_days_between_releases | 36.3 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：Signed-Releases。 其余权重已重新归一化。
社区与采用
项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？
40
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 2 个星标 |
| 0/25 | 复刻 — 2 个复刻 |
| 0/15 | 关注者 — 1 位关注者 |
所用输入
| forks | 2 |
| stars | 2 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
85优秀
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 18/18 | CONTRIBUTING 指南 |
| 13.5/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 是 |
| has_pull_request_template | 否 |
可持续性与治理
项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？
58
维护者韧性（巴士系数）
20危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0/22.5 | 提交分布 — 头号贡献者编写了 100% 的提交 |
| 1.4/13.5 | 贡献者广度 — 1 位贡献者 |
| 10/10 | OpenSSF Scorecard：Contributors — project has 5 contributing companies or organizations |
所用输入
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
议题与 PR 响应能力
63中等
评分方式
| 46.8/46.8 | 议题解决 — 100% 的议题已关闭 |
| 16.2/38.3 | PR 接受 — 已裁定的 PR 中 25/59 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 25 |
| open_issues | 0 |
| closed_issues | 5 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 34 |
所有权与托管责任
64中等
评分方式
| 10/30 | 所有权背书 — 个人（用户）账户 |
| 0/20 | 已验证域名 — 不适用于个人账户 |
| 15.8/25 | 所有者影响力 — grokify 有 157 位关注者 |
| 25/25 | 既往记录 — 419 个公开仓库，账户约 16 年 |
所用输入
| followers | 157 |
| owner_type | User |
| is_verified | — |
| owner_login | grokify |
| public_repos | 419 |
| account_age_days | 5,999 |
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。
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — go 上有 1 个软件包 |
| 35/35 | 发布时效 — 最近一次发布于 4 天前 |
| 20/20 | 版本历史 — 18 个已发布版本 |
| 20/20 | 未被弃用 — 活跃，未被弃用或撤回 |
所用输入
| packages | github.com/grokify/aha-studio |
| ecosystems | go |
| any_deprecated | 否 |
| min_days_since_publish | 4 |
工程质量
基础的工程与文档实践是否到位？
84
工程实践
80良好
评分方式
| 24/24 | CI 工作流 — 3 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 — .golangci.yaml |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 否 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://grokify.github.io/aha-studio/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 2 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | go, mcp-server |
| has_wiki | 否 |
| homepage | https://grokify.github.io/aha-studio/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
59
安全态势
59中等
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 5 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — 无数据 |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 2/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — 无数据 |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 5.9 |
已排除计分（无数据或不适用）：ci_tests, packaging, signed_releases。 其余权重已重新归一化。
AI 就绪度
该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？这是一枚独立的实验性徽章——权重为 0.0，因此单独呈现，不影响总体健康评分。
77
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 97 次人类提交中有 97 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 1 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 719 |
评分方式
| 12.6/18 | 一条命令的引导启动 — go.mod（工具链约定，无任务运行器） |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 — .golangci.yaml |
| 11/11 | 静态类型检查 — Go（静态类型） |
| 10/10 | 可复现环境 — lockfile |
| 10/10 | 已体现的代理实践 — 最近 100 次提交中有 69 次由代理编写或署名代理 |
| 8/8 | 自动化维护 — 最近 100 次提交中有 3 次为自动依赖更新 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | go.sum |
| has_dockerfile | 否 |
| typed_language | 是 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | 0.69 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0.03 |
面向模型的代码可读性
99优秀
评分方式
| 45/45 | 可类型检查的代码 — Go（静态类型） |
| 54.1/55 | 可控的文件大小 — 采样的 62 个源文件中有 1 个超过 60KB |
所用输入
| primary_language | Go |
| largest_source_bytes | 80,915 |
| source_files_sampled | 62 |
| oversized_source_files | 1 |
机器可读接口
20危急
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 20/20 | MCP 服务器 |
| 0/40 | 可运行示例 |
所用输入
| example_dirs | — |
| has_mcp_signal | 是 |
| api_schema_files | — |
关键数据
2GitHub 星标
1贡献者
179最近 12 个月提交数
3距最近推送天数
18发布版本数
1巴士系数（bus factor）
0开放议题
Go软件包生态系统数
数据采集警告
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
更多细节
Star 与 Fork 历史 0 ★ / 2 ⇿
0Star
2Fork
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。
主版本 0次版本 2修订 0
OpenSSF Scorecard 5.9 / 10
5.9综合
来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 5 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10 |
| 不适用 | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 4 | Security-Policy | security policy file detected |
| 不适用 | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
直接依赖 16
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| Go | github.com/Khan/genqlient | v0.8.1 | go.mod |
| Go | github.com/c-bata/go-prompt | v0.2.6 | go.mod |
| Go | github.com/grokify/aha-go | v0.8.0 | go.mod |
| Go | github.com/grokify/mogo | v0.74.6 | go.mod |
| Go | github.com/modelcontextprotocol/go-sdk | v1.6.1 | go.mod |
| Go | github.com/neo4j/neo4j-go-driver/v5 | v5.28.4 | go.mod |
| Go | github.com/olekukonko/tablewriter | v1.1.4 | go.mod |
| Go | github.com/plexusone/omnisignal | v0.2.0 | go.mod |
| Go | github.com/plexusone/omniskill | v0.8.0 | go.mod |
| Go | github.com/plexusone/signal-spec | v0.2.0 | go.mod |
| Go | github.com/plexusone/w3pilot | v0.8.0 | go.mod |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/xuri/excelize/v2 | v2.11.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
| Go | modernc.org/sqlite | v1.52.0 | go.mod |
全部依赖 未采集
本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
原始 JSON 报告 机器可读
{
"data": {
"repo": {
"topics": [
"go",
"mcp-server"
],
"is_fork": false,
"size_kb": 1967,
"has_wiki": false,
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"languages": {
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"pushed_at": "2026-07-26T02:24:10Z",
"created_at": "2025-04-02T03:51:19Z",
"owner_type": "User",
"updated_at": "2026-07-26T02:03:44Z",
"description": "MCP server for Aha! product management SaaS service.",
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"company": null,
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"created_at": "2010-02-24T11:52:51Z",
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"license": {
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"scorecard_found": true,
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"activity": {
"releases": [
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2026-07-25T21:10:08Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-07-20T14:35:21Z"
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{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-06-20T15:10:45Z"
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"tag": "v0.8.0",
"kind": "minor",
"published_at": "2026-06-08T09:20:41Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2026-05-25T13:54:33Z"
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{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2026-02-02T12:06:01Z"
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{
"tag": "v0.5.3",
"kind": "patch",
"published_at": "2025-11-30T15:21:22Z"
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{
"tag": "v0.5.2",
"kind": "patch",
"published_at": "2025-09-18T06:51:28Z"
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"tag": "v0.5.1",
"kind": "patch",
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"tag": "v0.5.0",
"kind": "minor",
"published_at": "2025-09-02T07:28:18Z"
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{
"tag": "v0.4.2",
"kind": "patch",
"published_at": "2025-09-01T08:20:20Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2025-09-01T07:58:32Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2025-09-01T07:56:31Z"
},
{
"tag": "v0.3.2",
"kind": "patch",
"published_at": "2025-08-31T18:55:29Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2025-08-04T11:02:20Z"
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{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2025-08-04T10:15:14Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2025-08-04T09:54:56Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2025-07-22T09:57:35Z"
}
],
"recent_commits": [
{
"oid": "37c989c1547ab516632251aece6f00e4f278bc43",
"body": "Document the Aha OmniSignal provider: configuration, Fetch behavior,\nthe Idea-to-signal field mapping (status/severity heuristics), and\ncapabilities. Content verified against omnisignal/provider.go and the\nplexusone/omnisignal and signal-spec type definitions; the Quick Start\nexample is compile-checked via `go vet`. Adds a \"Packages\" nav section,\nmatching aha-go's docs site convention for library sub-packages.",
"is_bot": false,
"headline": "docs: add omnisignal package reference page",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-26T01:41:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bd9f11ee6d772dc2b7c5b8b1dae9d72281aaff95",
"body": "Add the new specs docs (ARCHITECTURE, PRD, TRD, PLAN, ROADMAP_HISTORY)\nto mkdocs nav - mkdocs --strict flagged them as orphaned pages, not\nreachable from the site navigation. Also document update_release's\ndescription parameter (added in 84a0024) in the tools reference, which\nwas missed in that commit.",
"is_bot": false,
"headline": "docs: fix mkdocs nav orphans and update_release parameter docs",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-26T00:37:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8c90072dc12fa21e63eabc3e7cd717b83eab5c5",
"body": "All 6 RMIs delivered (RMI-AHASTUDIO-012 through RMI-AHASTUDIO-017):\n- IR schema coordination with signal-spec v0.2.0\n- Adapter package in omnisignal/provider.go\n- Product/category normalization\n- Metrics and lifecycle extraction\n- Provider registration with omnisignal\n- Round-trip tests with mock client\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(roadmap): mark Phase 3 OmniSignal Adapter complete",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T21:40:27Z",
"body_truncated": false,
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{
"oid": "fc27ada90c996cb1a9e36e8764ca8df0dea92204",
"body": "- index.md: add OmniSignal provider to Features\n- write-tools.md: add description field to update_release\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: add OmniSignal and release description to MkDocs",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:52:14Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "9dcac73fc5830ee64ad39795b263d9eef626685f",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(mkdocs): add v0.11.0 to releases nav",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:46:57Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "cd87301de966522aef2fd830fef66f113747b8d8",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): add OmniSignal provider and release description",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:46:53Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "612a4acd5cb6c47e591c6fe993b5ea1f1c9aca4c",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(changelog): add v0.11.0 changelog entry",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:46:48Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "eb75520ad2e91683e75f786c77fe233913a8a4c2",
"body": "OmniSignal provider, release description support, dependency updates.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(release): add v0.11.0 release notes",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:46:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "921d1a4534350e7e6fef3f398129cc48d047a8db",
"body": null,
"is_bot": false,
"headline": "docs: `README.md`: update shields",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:40:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "da3404d816202a0d1ba075da6db2ca41caf94d05",
"body": "- aha-go v0.7.0 → v0.8.0 (Release.Theme, DescriptionObject fix)\n- omnisignal v0.1.0 → v0.2.0 (curated signals, consolidation)\n- signal-spec v0.1.0 → v0.2.0 (metadata constants, fingerprinting)\n\nRemove local replace directives for released versions.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(deps): update aha-go, omnisignal, signal-spec",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:21:50Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "84a00248d085fb1c6fe1f28ebb8c40bde4357964",
"body": "Expose Release.Theme as \"description\" in MCP tools:\n- update_release accepts description parameter\n- get_release and list_releases return description field\n\nUses WithReleaseTheme from aha-go v0.8.0.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(mcp): add release description/theme support",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:21:43Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "aa63f9ba7f27852eabe21e9a6735590b245d6dc3",
"body": "Implements omnisignal.Provider for Aha! entities, enabling:\n- Signal emission from Aha features, ideas, releases\n- Integration with ProductContext signal pipeline\n- Typed refs to MarketSpec entities\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(omnisignal): add Aha provider for signal integration",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:20:34Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "412afc7e79c9ffaba767eec9bced1449af343036",
"body": "Add project-level agent guidelines and specification documents:\n- CLAUDE.md: repo conventions for Claude Code\n- ARCHITECTURE.md: system design and integrations\n- PRD.md: product requirements\n- TRD.md: technical requirements\n- PLAN.md: implementation phases\n- ROADMAP.md: current roadmap with RMI tracking\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: add CLAUDE.md and project specs",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-25T20:20:28Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "688211cf2bb7054e791389ddf5f0f6fc0dae7f86",
"body": "Document the 37 new MCP tools, list_ideas votes/categories/score fix,\nand richer get_initiative data: CHANGELOG.json/CHANGELOG.md entries,\nrelease notes, and mkdocs nav.",
"is_bot": false,
"headline": "docs: add v0.10.0 release notes and changelog",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T14:03:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7df5e4a676bf83c9f82a03e422c2696e22be812",
"body": "Mark the extended write-tool items now shipped (update_feature,\nlist_features, list_features_by_release, update_idea, update_release,\nrequirement CRUD, goal list/create/update) complete, and document the\nepic/initiative/product/strategic-model/comment tools delivered beyond\nthe original Phase 10b sc\n[…]\nHistory\ntable (placeholder 2024-XX-XX dates, phase-to-version mapping that never\nmatched what actually shipped) with a pointer to CHANGELOG.md. Add the\nroadmap to the mkdocs nav (previously orphaned).",
"is_bot": false,
"headline": "docs(roadmap): update Phase 10 status and fix stale version history",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T14:01:27Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "285d7c8bc5aa7198cfbea266f086358097278b59",
"body": "Restructure docs/tools/overview.md into Query/Get/List/Create/Update/\nComment/Delete/Browser/Graph sections matching README's tool categories,\ndocumenting all 37 new tools (parameters verified against mcp/skill.go).\nUpdate the tool count (34 -> 71) in docs/index.md to match.",
"is_bot": false,
"headline": "docs: document new MCP tools in tools reference and index",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T14:00:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "559b08794d52fbd470b79de0d65b44f75710a5a3",
"body": "Update the tool count (34 -> 71) and add the new get/list/create/update/\ncomment/delete tools to the README's tool tables and write-tools.md.",
"is_bot": false,
"headline": "docs: document new MCP tools in README and write-tools reference",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:49:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "881e3d2fe0af22845f35d7c1a59e22f7ef591540",
"body": "Update the expected tool count (34 -> 71) and essential-tool-name\nassertions to cover the newly added get/list/create/update/comment/delete\ntools.",
"is_bot": false,
"headline": "test(mcp): add coverage for new MCP tools",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:49:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07be70771626dd64fab31571526e27b81768a507",
"body": "Add delete_requirement and delete_comment.",
"is_bot": false,
"headline": "feat(mcp): add delete tools for requirements and comments",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:48:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "537a6333fc11d70aa701d2a2dbff3cbc6fc41cde",
"body": "…and epic comments\n\nAdd update_comment, list_feature_comments, list_idea_comments, and\nlist_epic_comments.",
"is_bot": false,
"headline": "feat(mcp): add comment tools for updating and listing feature, idea, …",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:48:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7531ba1b3d946d24a80326df117f91baf956804e",
"body": "…requirements, releases, ideas, products, and strategic models\n\nAdd update_initiative, update_epic, update_goal, update_feature,\nupdate_requirement, update_release, update_idea, update_product, and\nupdate_strategic_model.",
"is_bot": false,
"headline": "feat(mcp): add update tools for initiatives, epics, goals, features, …",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:47:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24728282334a65a412a26af23172f9cbb001c9e8",
"body": "…ts, products, and strategic models\n\nAdd create_epic, create_goal, create_initiative, create_requirement,\ncreate_product, and create_strategic_model.",
"is_bot": false,
"headline": "feat(mcp): add create tools for epics, goals, initiatives, requiremen…",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:47:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6fb64d9eb3b36022a96d1cbbd83fdb72e970db6b",
"body": "…quirements, users, and custom fields\n\nAdd list_features, list_release_features, list_epics, list_product_epics,\nlist_goals, list_product_goals, list_initiatives, list_product_initiatives,\nlist_feature_requirements, list_users, list_custom_fields, and\nlist_custom_field_options, all with pagination support.",
"is_bot": false,
"headline": "feat(mcp): add list tools for features, epics, goals, initiatives, re…",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:46:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "69ee7bf0c9e2c482516eff2cb347d9ecfd1ff042",
"body": "Add tools to retrieve the authenticated user and a strategic model by ID.",
"is_bot": false,
"headline": "feat(mcp): add get_current_user and get_strategic_model tools",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:46:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "369f50e10fed65dd1a8232276992417c8c6532bf",
"body": "initiativeToMap only surfaced id/reference_num/name/description/url/\ncreated_at. Add color, position, value, effort, presented, progress,\nprogress_source, start_date, end_date, updated_at, workflow_status, and\ncustom_fields (now populated by aha-go's GetInitiative) so get_initiative\nand related tools return the full picture.",
"is_bot": false,
"headline": "feat(mcp): expose additional initiative fields in tool responses",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:45:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d1a7a1945199edfde90d45c6f42420d7c588715",
"body": "Picks up ListIdeas defaulting to votes/categories/score and\nGetInitiative decoding custom fields. Drops the local development\nreplace directive now that the fix is published.",
"is_bot": false,
"headline": "build(deps): update aha-go to v0.7.0",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:44:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4df5dc6bf781129de335f8e8eb79babba09e07b0",
"body": "Aha's list ideas endpoint omits votes/categories/score unless requested\nvia a fields query parameter; aha-go now defaults to requesting them, but\ncallers may still need to customize the field set. Add an optional\nfields array parameter to list_ideas so MCP clients can pass it through\nto aha.WithIdeaFields.",
"is_bot": false,
"headline": "feat(mcp): add fields override parameter to list_ideas tool",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-07-20T13:44:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d60e2647b944ebc99ecc12b1c2cfb240b0319e3",
"body": null,
"is_bot": false,
"headline": "docs: `mkdocs`: add `v0.9.0` to nav",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T15:06:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fef092beaf8f408eb8c39cd1a510c36c46570bc0",
"body": "Add //nolint:dupl comments to executeFeatures, executeIdeas, and\nexecuteInitiatives methods. These methods share a similar pagination\npattern but require type-specific API calls that cannot be easily\nabstracted without reflection or code generation.\n\nThis follows the established pattern in the codebase where\nexecuteProducts, executeUsers, and executeEpics already have the\nsame nolint directives with the same justification.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(lint): add nolint:dupl directives for type-specific pagination",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:48:20Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "703f043f85dc7fcc712caf7950f6554dc787f811",
"body": "- Add docs/releases/v0.9.0.md release notes\n- Update CHANGELOG.json with v0.9.0 entries and commit hashes\n- Regenerate CHANGELOG.md via schangelog\n\nv0.9.0 highlights:\n- GraphQL sync with release_id for feature-release queries\n- Progress bars for sync and query operations\n- Release field support (release_id, release_date, position)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: prepare v0.9.0 release",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:27:42Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f904c7b19d08d64ece3e9a62ae8a298653fd7f6c",
"body": "- Update aha-go dependency v0.1.0 -> v0.5.0\n- Mark release_id sync features as complete\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(roadmap): update dependency version and feature status",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:18:47Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "0d5f1a73d1b5700842d61e6230774f889a8d839f",
"body": "- github.com/grokify/aha-go v0.4.0 -> v0.5.0\n- github.com/grokify/mogo v0.74.6 (now direct dependency for progress)\n- github.com/ogen-go/ogen v1.20.3 -> v1.22.0\n- Update indirect dependencies\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "build(deps): update aha-go to v0.5.0 and dependencies",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:14:22Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f9b63c92ae38bfede246bd6bf11315e78cc32cb8",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update CHANGELOG for upcoming release",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:13:46Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "fa6f0634b9787f8f9e284a738e6c44e678e1056c",
"body": "- Add release_id, release_date, position fields to AQL entities\n- Document progress bar behavior in CLI commands\n- Update quickstart with release field examples\n- Add write-tools documentation\n- Update ROADMAP with completed items\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update documentation for release_id and progress features",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:13:35Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b18b15857d2b7174d13d3fbda87ad9e4cb871d6d",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(mcp): add integration tests for tool handlers",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:13:26Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4e59c4ed926ee6f1d2ef6cecb13fd80fa8a010e8",
"body": "DoRaw appends path to BaseURL which includes /api/v1, so provide\nonly the relative path (e.g., \"/epics/ID\" not \"/api/v1/epics/ID\").\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(mcp): correct DoRaw path format",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:13:17Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4ed4f5e261880d45c22101c90610432c2f08aa9c",
"body": "Use WithProductsPage/WithProductsPerPage instead of deprecated\nWithPage/WithPerPage for aha-go v0.5.0 compatibility.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(graph): update to new ListProducts option names",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:12:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "1ce43dfd411923996866a6df886b136c4684c2fc",
"body": "- Use mogo/fmt/progress for visual progress rendering\n- Show progress during API query pagination\n- Show progress during sync operations\n- Use GraphQL syncer for release_id capture\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): add progress bars for sync and query operations",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:11:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "17f8ff3cf9d902da5e173ec585158639d8e9e3a7",
"body": "Recognize release_id, release_date, and release.* fields as requiring\nfull feature details fetch, similar to custom.* fields.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(planner): detect release fields requiring details fetch",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:11:10Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "7f44aa365054798f78f09dce1367a262b5f1c05f",
"body": "- Add ProgressFunc callback type\n- Add WithProgress method to Executor\n- Report progress during paginated feature fetches\n- Show current page and estimated total\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(executor): add progress reporting for queries",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:11:02Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "ccb590884bda1e594152f5fbd7f190e55dd98edc",
"body": "- Add NewSyncerWithGraphQL for GraphQL-enhanced feature sync\n- Add release_id column to features table with migration\n- Add progress reporting via WithProgress callback\n- Add resolveProjectID for reference prefix to ID resolution\n- Sync release_id when fetching features via GraphQL\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(sync): add GraphQL sync with release_id support",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:09:06Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "d277ee334eeea382ad8938be9838735382fbfc40",
"body": "- Add release_id, release_date fields for release info\n- Add position field for feature ranking\n- Add workspace, tag_list fields\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(schema): add release and position fields to feature entity",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:08:56Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "4421a944d726c53c0937e4c2c8f620af816b413e",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: add .envrc to .gitignore",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-20T14:08:48Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b9c4aa61d32fc3913d08fbe7003bcc6e8b44a59d",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update CHANGELOG for v0.8.0",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-08T09:11:16Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "2bd7f6f78dc7451764b1f1b3c2e036bf4c71f506",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: add v0.8.0 release notes",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-08T09:10:49Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c26a53ad9dd9e9d53458d22c92db836cf3e4b9f2",
"body": "Replace handwritten GraphQL client with type-safe genqlient-generated\nclient from aha-go v0.4.0. This provides:\n\n- Compile-time type safety for GraphQL queries\n- Reduced boilerplate code (removed 118 lines)\n- Consistent API with aha-go SDK\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(mcp): use aha-go genqlient SDK for GraphQL operations",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-08T09:07:43Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "734fb0722119358f1d43b50ea517f66047959b88",
"body": null,
"is_bot": false,
"headline": "chore(deps): `go mod`: update dependencies",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-08T09:05:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eeed79db35b0149a4d4cbd10da2d425ecc5a5ade",
"body": "The GraphQL query was using incorrect field name and parameter format.\n\nBefore (broken):\n search(query: $query, searchableType: $searchableType, first: 50)\n\nAfter (matches aha-develop/aha-mcp):\n searchDocuments(filters: {query: $query, searchableType: $searchableType})\n\nAlso updated response struct to use `searchDocuments` JSON field.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(mcp): correct GraphQL search query to match Aha API",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T18:51:59Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "89dd0a23d1677eed29ba21b10077d23296eee0c5",
"body": "The GraphQL endpoint is at /api/graphql, not /api/v1/graphql.\nThe previous code used client.DoRaw() which prepends BaseURL\n(https://subdomain.aha.io/api/v1), resulting in an incorrect URL.\n\nNow builds the GraphQL URL directly using the subdomain to avoid\nthe /api/v1 prefix that DoRaw adds.\n\nFixes: search_documents returning 404\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(mcp): correct GraphQL endpoint URL construction",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T18:43:55Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f53d9cc7350d58a16bbcbc1337a16f992ff4c85d",
"body": "Add legend and indicators showing which tools require:\n- 🌐 Browser credentials (AHA_EMAIL/AHA_PASSWORD)\n- 🔗 Neo4j connection\n\nMost tools use the Aha API directly and work with just AHA_SUBDOMAIN\nand AHA_API_KEY.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): indicate backend requirements for MCP tools",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T18:30:15Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "8a6345841ce47ead22907fc09d4684e889fc8e1a",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(readme): add UTF8 icons to Features section",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T18:26:42Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "301a14f0967a0222f795aed2820b86c7de7a1a08",
"body": "The test was using != to compare time.Time values, which fails when\ntimes have the same instant but different Location pointers (e.g.,\nUTC vs local timezone). Using Equal() compares the underlying instant\nregardless of timezone.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(sync): use time.Equal for timezone-safe comparison",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T18:18:07Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "52932076c455d66fcee90315fdc95a8ca64c18ea",
"body": "- errcheck: Handle error from scheduler.Start()\n- unparam: Mark unused ctx parameter with underscore\n- dupl: Add nolint for intentional test pattern similarity\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(httpserver): resolve golangci-lint issues",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:56:00Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "7d91427bb4b3378cead54e84b93086a254727dce",
"body": "Add patterns for:\n- bin/ - Build output\n- site/ - MkDocs generated site\n- .env files - Local configuration\n- IDE directories\n- Test output files\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: update .gitignore for aha-studio",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:52:11Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "b796b404a41c529ac2900dcb89f85ab005567e5d",
"body": "Update go.mod for aha-studio:\n- Add AQL parser dependencies\n- Add SQLite driver (modernc.org/sqlite)\n- Add Neo4j driver (github.com/neo4j/neo4j-go-driver)\n- Add Excel library (github.com/xuri/excelize)\n- Update existing dependencies\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(deps): update dependencies for aha-studio",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:50:41Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "94f22581c7885186b2e8ba86fd53b1347b7fa020",
"body": "Update README to reflect aha-studio scope:\n- Introduction to AQL query language\n- CLI usage examples\n- Architecture overview\n- Installation instructions\n\nUpdate LICENSE year.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update README and LICENSE for aha-studio",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:50:32Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c67b139f2b877c0acd1bbbe312d1a0f2c9ff802f",
"body": "Refactor aha-mcp-server to use the new mcp package:\n- Remove inline tool handlers\n- Delegate to mcp.Server\n- Maintain backward compatibility for MCP clients\n\nThe aha-mcp-server command remains available but now uses\nthe unified architecture from the mcp package.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(cli): simplify aha-mcp-server to use new mcp package",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:49:47Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "2dc6b8de7e1875f966d60b5f0abc8866385c7a56",
"body": "Update documentation to reflect the aha-studio scope:\n- docs/index.md - Updated overview with AQL introduction\n- docs/tools/overview.md - Expanded tool documentation\n- mkdocs.yml - Updated navigation with AQL docs\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update documentation for aha-studio",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:49:37Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "3780bf480466e6c34a3ee010b492cc75afd0af04",
"body": "Add web-based query console and specifications:\n- docs/console.html - Standalone AQL console for web UI\n- docs/specs/ROADMAP.md - Development roadmap and plans\n\nThe console provides a browser-based interface for\nexecuting AQL queries against the HTTP API.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: add web console and roadmap specs",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:49:15Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f88629f6a88d24bfc90e38c2873daf100d916c77",
"body": "Add documentation for Aha Query Language:\n- docs/aql/syntax.md - AQL syntax reference\n- docs/aql/entities.md - Available entities and fields\n\nCovers:\n- Query syntax (FROM, WHERE, ORDER BY, LIMIT)\n- Mutation syntax (UPDATE, DELETE)\n- Expression operators\n- Entity schemas and relationships\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(aql): add AQL syntax and entities documentation",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:48:52Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "7d8284fa6e2e7ec19f1d28a227c1fb9943e450cb",
"body": "Add aha-studio CLI with comprehensive command structure:\n- query - Execute AQL queries with output formatting\n- repl - Interactive query session\n- sync - Sync data to local SQLite cache\n- serve - Start HTTP API server\n- validate - Validate AQL syntax\n- version - Show version information\n\nFeatures:\n-\n[…]\ntiple output formats (table, json, csv, yaml, excel)\n- Product context selection\n- Dry-run mode for mutations\n- Stats output for query analysis\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cli): add aha-studio CLI",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:48:42Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6095d4e7c6a19ade6635d6f1aa8a4c059a6b7e50",
"body": "Add studio package as the main orchestration layer:\n- studio.go - Studio client combining all components\n\nFeatures:\n- Unified API for AQL queries\n- Automatic source selection (API vs cache)\n- Result formatting\n- Export operations\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(studio): add studio orchestration layer",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:48:28Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "265ea80ae7e1229f0398c304e671c5e558532697",
"body": "Add httpserver package for web-based query interface:\n- server.go - HTTP server with graceful shutdown\n- routes.go - API route definitions\n- handlers.go - Query, export, and admin handlers\n- middleware.go - CORS, auth, and logging middleware\n- server_test.go - Comprehensive endpoint tests\n\nAPI Endpo\n[…]\nt available entities\n- GET /api/syntax - AQL syntax help\n- GET /api/filters - Saved filters (future)\n- GET /api/graph/* - Neo4j graph endpoints\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(httpserver): add HTTP API server",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:48:08Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "54c06f57a72033156520e309101574f9b346adb3",
"body": "Add repl package for interactive query sessions:\n- repl.go - REPL loop with prompt handling\n- complete.go - Tab completion for entities and fields\n- history.go - Command history with persistence\n\nFeatures:\n- Interactive AQL query execution\n- Tab completion for entities, fields, and keywords\n- Persistent command history\n- Multi-line query support\n- Special commands (.help, .quit, .export)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(repl): add interactive REPL interface",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:47:52Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "7833437b2adb58785a2dd04fa70d7e5aa3e0fbad",
"body": "Add mcp package with redesigned MCP server:\n- server.go - MCP server initialization\n- handlers.go - Unified tool handlers using AQL\n- skill.go - Skill definitions for MCP\n- config.go - MCP-specific configuration\n\nFeatures:\n- AQL-based query tools (query, mutation)\n- Entity-specific get/list tools\n- Skill-based tool organization\n- Comprehensive handler tests\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(mcp): add new MCP server implementation",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:47:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "67855fe820457a2fdeb1a6f7f6144af13b703b8e",
"body": "Add browser package for go-rod browser automation:\n- browser.go - Browser session management\n- templates.go - Strategic model template creation\n\nFeatures:\n- Headless browser automation via go-rod\n- Strategic model template creation (API limitation workaround)\n- Predefined template definitions (Capability Stack, etc.)\n- Session credential handling\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(browser): add browser automation for templates",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:47:27Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "0e754fe8f36e0f836ddf0aa14c974443410967a9",
"body": "Add config package for application configuration:\n- config.go - Configuration loading from env/file\n\nSupports:\n- Aha.io API credentials (AHA_SUBDOMAIN, AHA_API_KEY)\n- SQLite database paths\n- Neo4j connection settings\n- HTTP server configuration\n- Default value handling\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(config): add unified configuration management",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:47:16Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "48c860890090f77d82bd864dd95df6ed4fd5cd20",
"body": "Add graph package for Neo4j graph database support:\n- client.go - Neo4j client connection management\n- schema.go - Graph schema with node/relationship types\n- queries.go - Cypher query generation\n- sync.go - Entity-to-graph synchronization\n\nFeatures:\n- Automatic relationship extraction from Aha entities\n- Cypher query execution\n- Graph traversal queries\n- Entity dependency visualization\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(graph): add Neo4j graph integration",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:46:54Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "3718b3f18e8dd0dfadfbaf089ec893740d5c063e",
"body": "Add sync package for local SQLite caching of Aha.io data:\n- sync.go - Synchronization orchestration\n- db.go - SQLite database operations\n- query.go - SQL query generation from AQL\n- scheduler.go - Background sync scheduling\n\nFeatures:\n- Full entity sync to SQLite\n- Incremental updates via updated_at\n- Offline query support\n- Configurable sync intervals\n- Query execution against local cache\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(sync): add SQLite data synchronization",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:46:43Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "220a3448c75991eefb5439d9162615acd1649e8b",
"body": "Add cache package for query result caching:\n- cache.go - LRU cache with TTL support\n- cache_test.go - Cache behavior tests\n\nFeatures:\n- Configurable TTL per cache entry\n- LRU eviction policy\n- Thread-safe operations\n- Query result deduplication\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(cache): add in-memory query caching",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:46:20Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "35e4e7d21ec7ba71e8264ac436648b80fe3dbdf0",
"body": "Add planner package for query planning and optimization:\n- planner.go - Query plan generation and optimization\n- plan.go - Plan node types and execution strategies\n\nFeatures:\n- Filter pushdown to API calls\n- Index selection for efficient queries\n- JOIN ordering optimization\n- Comprehensive planner tests\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(planner): add query optimization planner",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:46:05Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "662616e7e23c6a6979d1efd20b5c72af0bca97ec",
"body": "Add executor package that executes AQL queries against Aha.io API:\n- executor.go - Main execution engine with API integration\n- filter.go - WHERE clause evaluation with operators\n- aggregate.go - COUNT, SUM, AVG, MIN, MAX aggregations\n- join.go - Entity relationship JOIN support\n- mutation.go - UPDA\n[…]\nwith pagination\n- Field projection (SELECT specific fields)\n- Complex filter expressions (AND, OR, NOT, LIKE, IN)\n- Subqueries and aggregations\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(executor): add query execution engine",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:45:47Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "a04deb050243b8e3753497cb47743a8fe0678753",
"body": "Add result package for formatting query output:\n- result.go - Core result set types and operations\n- formatter.go - Table, JSON, CSV, and YAML formatters\n- excel.go - Excel export with styling support\n\nFeatures:\n- Columnar result sets with type preservation\n- Multiple output formats (table, json, csv, yaml, excel)\n- Excel export with auto-width columns and header styling\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(result): add query result formatting",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:45:35Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "2b0597bfc597d36448df4e06f96803ee90e865a0",
"body": "Add schema package defining Aha.io entity metadata:\n- Comprehensive entity definitions (features, ideas, releases, etc.)\n- Field type mappings for type-safe query execution\n- Relationship definitions for JOIN operations\n- Schema validation tests\n\nSupports ~20 Aha entities with field types, relationships,\nand API endpoint mappings.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(schema): add entity schema definitions",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:45:23Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "15f09ed758a676c5bccbba959871d9fe58772c6f",
"body": "Add Aha Query Language (AQL) - a SQL-like syntax for querying Aha.io data.\n\nComponents:\n- aql/ast/ - Abstract syntax tree definitions (queries, mutations, expressions)\n- aql/lexer/ - Tokenizer with keyword recognition\n- aql/parser/ - Recursive descent parser with comprehensive tests\n- aql/validator/\n[…]\nFROM <entity> [WHERE ...] [ORDER BY ...] [LIMIT n]\n- UPDATE <entity> SET field=value WHERE ...\n- Expressions: comparisons, LIKE, IN, AND/OR/NOT\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(aql): add AQL parser and query language",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:43:39Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7d1c7b1ff4f3d9ebfc7aa9c61235ab7d3c801675",
"body": "BREAKING CHANGE: Old MCP server implementation replaced with new architecture.\n\nRemoved packages:\n- codegen/ - Template-based code generation\n- mcputil/ - MCP utilities\n- skills/ - Skill definitions\n- tools/ - Individual tool handlers\n- server.go - Original server entry point\n\nThe new architecture uses a modular design with AQL query language,\nexecutor, and unified MCP handlers.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor!: remove legacy MCP server code",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-06-07T17:42:50Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "eafe6250f030d64149b847465685058c216bc260",
"body": "- Update CHANGELOG.json with v0.7.0 release entry\n- Regenerate CHANGELOG.md using schangelog\n- Add docs/releases/v0.7.0.md release notes\n- Move RELEASE_NOTES_v0.6.0.md to docs/releases/v0.6.0.md\n- Add Releases section to MkDocs navigation\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: add v0.7.0 changelog and release notes",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T13:47:24Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "8414b732b4730634e408ef8bae93ae5b9c80e0a6",
"body": "Revert the command rename from aha-mcp-server to mcp-aha.\nThe original command name is more consistent with the repository name\nand existing installations.\n\nUpdated files:\n- cmd/aha-mcp-server/main.go (restored from cmd/mcp-aha/)\n- server.go, skills/aha/skill.go\n- README.md and documentation\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "revert: keep original aha-mcp-server command name",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T13:45:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "dc4e89b28c955ef3a52fe178dc0b7a2939dab997",
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{
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{
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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{
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},
"config": {
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"source": {
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"inputs": {
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{
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{
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],
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{
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{
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],
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{
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"notes": [],
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"components": [
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],
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{
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}
],
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{
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"detail": "1 contributors",
"points": 1.4,
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"code": "contributors_sampled",
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}
],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"details": [],
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]
},
{
"key": "responsiveness",
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"note": null,
"notes": [],
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{
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]
},
{
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"components": [
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"code": "owner_personal",
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],
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"key": "verified_domain",
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"status": "excluded",
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{
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],
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{
"key": "track_record",
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"points": 25,
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"details": [
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"code": "public_repos",
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},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
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"inputs": {
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{
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}
],
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{
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}
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{
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],
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],
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{
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{
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{
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{
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]
},
{
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"notes": [],
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"inputs": {
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"code": "no_data",
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}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
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},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 4 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
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{
"key": "pinned_dependencies",
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"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 2,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
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"review_only_matches": 0,
"assessed_self_published_locations": 3
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"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
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]
}
],
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},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 77,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 1,
"agent_instruction_files": [
"CLAUDE.md"
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"agent_instruction_max_bytes": 719
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"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
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}
],
"max_points": 45
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{
"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": "97 of 97 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
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{
"code": "legible_history",
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"legible": 97,
"sampled": 97
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}
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]
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{
"key": "ai_verify_loop",
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"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.69,
"toolchain_manifests": [
"go.mod"
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"dependency_bot_commit_share": 0.03
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"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "go.mod"
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],
"max_points": 18
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{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yaml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yaml"
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],
"max_points": 11
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{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
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}
],
"max_points": 11
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{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
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"files": "lockfile"
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{
"key": "demonstrated_agent_practice",
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"detail": "69 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
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"sampled": 100
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{
"key": "automated_maintenance",
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"points": 8,
"status": "met",
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{
"code": "dependency_bot_commits",
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{
"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",
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]
},
{
"key": "ai_code_legibility",
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"note": null,
"notes": [],
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"largest_source_bytes": 80915,
"source_files_sampled": 62,
"oversized_source_files": 1
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"components": [
{
"key": "type_checkable_code",
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"points": 45,
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{
"code": "statically_typed_language",
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{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
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"points": 54.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
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"sampled": 62,
"oversized": 1
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],
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]
},
{
"key": "ai_interfaces",
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"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 20,
"inputs": {
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"has_mcp_signal": true,
"api_schema_files": []
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"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",
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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}
]
}
],
"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."
}
],
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},
"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": "2026-07-29T23:52:48.851579Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/grokify/aha-studio.svg",
"full_name": "grokify/aha-studio",
"license_state": "standard",
"license_spdx": "MIT"
}