grokify/aha-studio holds a health index of 67 out of 100, placing it in the Moderate band. It scores highest on Vitality (89/100) and lowest on Community & Adoption (40/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.
67
overall / 100
Moderate
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
67
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
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.
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
More detail
Star and fork history 0 ★ / 2 ⇿
0Stars
2Forks
2Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 2Patch 0
OpenSSF Scorecard 5.9 / 10
5.9aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-29 23:52 UTC
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"go",
"mcp-server"
],
"is_fork": false,
"size_kb": 1967,
"has_wiki": false,
"homepage": "https://grokify.github.io/aha-studio/",
"languages": {
"Go": 702165
},
"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.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://plexusone.dev",
"name": "John Wang",
"type": "User",
"login": "grokify",
"company": null,
"location": "California",
"followers": 157,
"avatar_url": "https://avatars.githubusercontent.com/u/209872?v=4",
"created_at": "2010-02-24T11:52:51Z",
"is_verified": null,
"public_repos": 419,
"account_age_days": 5999
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"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"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2026-06-20T15:10:45Z"
},
{
"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"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2026-02-02T12:06:01Z"
},
{
"tag": "v0.5.3",
"kind": "patch",
"published_at": "2025-11-30T15:21:22Z"
},
{
"tag": "v0.5.2",
"kind": "patch",
"published_at": "2025-09-18T06:51:28Z"
},
{
"tag": "v0.5.1",
"kind": "patch",
"published_at": "2025-09-07T23:10:57Z"
},
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2025-09-02T07:28:18Z"
},
{
"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"
},
{
"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,
"is_coding_agent": true
},
{
"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",
"body": "The tool_get_*.go files follow a template pattern where each tool\nis self-contained. The structural similarity is intentional for\nmaintainability and code generation compatibility.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "style(tools): add nolint:dupl for intentional code patterns",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T13:10:10Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "7a5a0bc36fc8fbed212562c08d0b3eecd0054797",
"body": "Add getResourceTool helper to eliminate duplicate code patterns.\nEach get_* tool now delegates to the generic helper with a\nresourceConfig specifying name, title, and endpoint.\n\nReduces skills/aha/skill.go by ~460 lines while maintaining\nidentical functionality.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(skills): extract generic resource tool helper",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T13:09:46Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "89a7bba7bf3dd5d3fc6354c2616aeded1df796a4",
"body": "- Remove unused searchQuery variable (search-documents uses args[0])\n- Fix gofmt whitespace issue\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: remove unused variable and fix formatting in CLI",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T13:09:35Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "ef5eaf60532b6f9dd5820c35d79ece6b518fe15f",
"body": "…ve JSON marshaling",
"is_bot": false,
"headline": "Merge pull request #49 from contributor: Fix resource leaks and impro…",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T12:23:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ebd47ed7d81b4bdbc7b47082e05741e6c0f3103f",
"body": null,
"is_bot": false,
"headline": "docs: `README.md`: update shields",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T11:56:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2a7824576eee438ca74e64083ad400b8affd1418",
"body": null,
"is_bot": false,
"headline": "chore(deps): `go mod`: update dependencies",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T11:53:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e3f9a978532f5ddce86d598ff0d15b69133bbba",
"body": null,
"is_bot": false,
"headline": "chore(ci): `workflows`: update to shared filenames",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T11:52:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b1be296980359ee57b44b14539a1f4c249bb059",
"body": "Add checklist tracking implemented tools by API resource type.\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore: add tools tracking markdown",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T11:42:11Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f1f45e62f0adbe444165b5f2b2e24884bd14074d",
"body": "Update documentation to reflect v0.7.0 changes:\n- Command renamed from aha-mcp-server to mcp-aha\n- Add vault-backed credentials section (1Password, Bitwarden, Keeper)\n- Update Claude Desktop configuration examples\n- Add environment variables reference table\n- Update project structure section\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: update README with new CLI and vault support",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T11:41:35Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "182a51bf305e4ec3389affb84b5cb173f5cc25c0",
"body": "Add comprehensive documentation using MkDocs Material theme.\n\nStructure:\n- Getting Started: installation, setup, quickstart\n- Tools Reference: overview of available tools\n- CLI: command documentation\n- Configuration: credentials, environment variables, Claude Desktop\n\nFeatures:\n- Dark/light mode toggle\n- Code copy buttons\n- Navigation tabs and sections\n- Search highlighting\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: add MkDocs documentation site",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T11:41:24Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "5bbe6f8971d8d0d0300672e14ed72b7b60434463",
"body": "BREAKING CHANGE: Command renamed from aha-mcp-server to mcp-aha\n\nMajor changes:\n- Replace go-flags with spf13/cobra for CLI framework\n- Add vault-backed credentials via omnitoken (1Password, Bitwarden, Keeper)\n- Add CLI subcommands for all Aha! tools (get-idea, list-ideas, etc.)\n- Use omniskill runt\n[…]\nn\n\nCredential options:\n- Direct: --subdomain and --api-key flags (or env vars)\n- Vault: --vault and --credentials-name flags for secure storage\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat!: rewrite CLI with cobra and omnitoken support",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T11:41:03Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "c8862ac05e696e99413b458a64b32cc3cfd5832d",
"body": "Add skills/aha package implementing the omniskill.Skill interface.\n\nThis provides a reusable Aha! skill that can be used standalone\nor composed with other skills in a multi-service MCP server.\n\nTools provided:\n- get_idea, list_ideas: Idea management\n- get_feature, get_epic, get_release: Product plan\n[…]\nget_requirement: User research\n- get_comment, get_team, get_user, get_workflow: Collaboration\n- search_documents: GraphQL-based document search\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add Aha omniskill package",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T11:40:47Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "39c60068372c2b86e5f67c3ea9f83bab253bfcc4",
"body": "Add new dependencies:\n- github.com/plexusone/omniskill: skill framework for MCP tools\n- github.com/plexusone/omnitoken: vault-backed credential management\n- github.com/plexusone/omnivault-desktop: desktop vault providers (1Password, etc.)\n- github.com/spf13/cobra: CLI framework\n\nUpdate existing depe\n[…]\nencies:\n- github.com/modelcontextprotocol/go-sdk: v1.4.0 -> v1.6.1\n- github.com/grokify/mogo: v0.73.1 -> v0.74.5\n- Go version: 1.25.0 -> 1.26.0\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "chore(deps): update dependencies for omniskill and omnitoken",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-05-25T11:40:38Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "1ba3b781bf5b0459fba9b4cd6b61651ec066e750",
"body": "- Add proper response body closing with defer statements across all get_* tools\n- Replace nested if-else chains with early returns for better error handling\n- Fix JSON marshaling by unmarshaling raw bytes before re-marshaling\n- Add typed response structs for all get_* operations (Comment, Epic, Feat\n[…]\np formats\n- Reorganize parameter application in list_ideas for better readability\n\nThese changes prevent resource leaks from unclosed response bodies and ensure proper JSON structure in API responses.",
"is_bot": false,
"headline": "Fix resource leaks and improve JSON marshaling in API tools",
"author_name": "Chris Buxton",
"author_login": null,
"committed_at": "2026-03-03T00:40:14Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "5f6670b77fbaedcc4015f0948f7faa76ef24a39a",
"body": "…modelcontextprotocol/go-sdk-1.4.0\n\nchore(deps): bump github.com/modelcontextprotocol/go-sdk from 1.3.0 to 1.4.0",
"is_bot": false,
"headline": "Merge pull request #48 from grokify/dependabot/go_modules/github.com/…",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-03-02T07:34:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "81dc41a85c9b7b695099410bb3c506647ba499bd",
"body": "Bumps [github.com/modelcontextprotocol/go-sdk](https://github.com/modelcontextprotocol/go-sdk) from 1.3.0 to 1.4.0.\n- [Release notes](https://github.com/modelcontextprotocol/go-sdk/releases)\n- [Commits](https://github.com/modelcontextprotocol/go-sdk/compare/v1.3.0...v1.4.0)\n\n---\nupdated-dependencies\n[…]\nhub.com/modelcontextprotocol/go-sdk\n dependency-version: 1.4.0\n dependency-type: direct:production\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump github.com/modelcontextprotocol/go-sdk",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-03-02T03:46:36Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ce3e3e416341e4f10439791443c38ef8ed6af10b",
"body": null,
"is_bot": false,
"headline": "chore(deps): `go mod`: update dependencies",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-02-14T20:01:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "980dae14701cbb425ae05882494627353f480f99",
"body": "…modelcontextprotocol/go-sdk-1.3.0\n\nchore(deps): bump github.com/modelcontextprotocol/go-sdk from 1.2.0 to 1.3.0",
"is_bot": false,
"headline": "Merge pull request #43 from grokify/dependabot/go_modules/github.com/…",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-02-14T19:56:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "94e27b1539d3183285d7b514349285a62e3ea23a",
"body": "Bumps [github.com/modelcontextprotocol/go-sdk](https://github.com/modelcontextprotocol/go-sdk) from 1.2.0 to 1.3.0.\n- [Release notes](https://github.com/modelcontextprotocol/go-sdk/releases)\n- [Commits](https://github.com/modelcontextprotocol/go-sdk/compare/v1.2.0...v1.3.0)\n\n---\nupdated-dependencies\n[…]\nhub.com/modelcontextprotocol/go-sdk\n dependency-version: 1.3.0\n dependency-type: direct:production\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump github.com/modelcontextprotocol/go-sdk",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-02-10T03:44:12Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "71d106197935f360851800707fab66a93387d45c",
"body": "…grokify/mogo-0.73.0\n\nchore(deps): bump github.com/grokify/mogo from 0.72.7 to 0.73.0",
"is_bot": false,
"headline": "Merge pull request #42 from grokify/dependabot/go_modules/github.com/…",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-02-09T10:17:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3cac39ceb91ca376a2d8f39e48cd1a3311390b9a",
"body": "Bumps [github.com/grokify/mogo](https://github.com/grokify/mogo) from 0.72.7 to 0.73.0.\n- [Release notes](https://github.com/grokify/mogo/releases)\n- [Commits](https://github.com/grokify/mogo/compare/v0.72.7...v0.73.0)\n\n---\nupdated-dependencies:\n- dependency-name: github.com/grokify/mogo\n dependency-version: 0.73.0\n dependency-type: direct:production\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "chore(deps): bump github.com/grokify/mogo from 0.72.7 to 0.73.0",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-02-09T03:47:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2c668568f332946a049a5742bccc6bf083cfdd5c",
"body": "Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: add release notes for v0.6.0",
"author_name": "John Wang",
"author_login": "grokify",
"committed_at": "2026-02-02T12:01:48Z",
"body_truncated": false,
"is_coding_agent": true
}
],
"releases_count": 18,
"commits_last_year": 179,
"latest_release_at": "2026-07-25T21:10:08Z",
"latest_release_tag": "v0.11.0",
"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 26,
"days_since_latest_release": 4,
"mean_days_between_releases": 36.3
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 85,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "github.com/grokify/aha-studio",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
"registry_url": "https://pkg.go.dev/github.com/grokify/aha-studio",
"is_deprecated": false,
"latest_version": "v0.11.0",
"repository_url": "https://github.com/grokify/aha-studio",
"versions_count": 18,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-07-25T20:52:14Z",
"latest_version_yanked": null,
"days_since_latest_publish": 4
}
]
},
"popularity": {
"forks": 2,
"stars": 2,
"watchers": 1,
"fork_history": {
"days": [
{
"date": "2026-03-03",
"count": 1
},
{
"date": "2026-06-11",
"count": 1
}
],
"complete": true,
"collected": 2,
"total_forks": 2
},
"star_history": null,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [
"go.mod"
],
"largest_source_bytes": 80915,
"source_files_sampled": 62,
"oversized_source_files": 1,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 719
},
"dependencies": {
"manifests": [
"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"
],
"dependencies": [
{
"name": "github.com/Khan/genqlient",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.8.1"
},
{
"name": "github.com/c-bata/go-prompt",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.2.6"
},
{
"name": "github.com/grokify/aha-go",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.8.0"
},
{
"name": "github.com/grokify/mogo",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.74.6"
},
{
"name": "github.com/modelcontextprotocol/go-sdk",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.6.1"
},
{
"name": "github.com/neo4j/neo4j-go-driver/v5",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v5.28.4"
},
{
"name": "github.com/olekukonko/tablewriter",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.1.4"
},
{
"name": "github.com/plexusone/omnisignal",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.2.0"
},
{
"name": "github.com/plexusone/omniskill",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.8.0"
},
{
"name": "github.com/plexusone/signal-spec",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.2.0"
},
{
"name": "github.com/plexusone/w3pilot",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.8.0"
},
{
"name": "github.com/santhosh-tekuri/jsonschema/v6",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v6.0.2"
},
{
"name": "github.com/spf13/cobra",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.10.2"
},
{
"name": "github.com/xuri/excelize/v2",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v2.11.0"
},
{
"name": "gopkg.in/yaml.v3",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v3.0.1"
},
{
"name": "modernc.org/sqlite",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.52.0"
}
],
"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": 0,
"merged_prs": 25,
"open_issues": 0,
"closed_ratio": 1,
"closed_issues": 5,
"closed_unmerged_prs": 34
},
"bus_factor": 1,
"bot_contributors": 1,
"top_contributors": [
{
"type": "User",
"login": "grokify",
"commits": 161,
"avatar_url": "https://avatars.githubusercontent.com/u/209872?v=4"
}
],
"contributors_sampled": 1,
"top_contributor_share": 1
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"go-ci.yaml",
"go-lint.yaml",
"go-sast-codeql.yaml"
],
"has_docs_dir": true,
"linter_configs": [
".golangci.yaml"
],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"security_signals": {
"lockfiles": [
"go.sum"
],
"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": null,
"reason": "no pull request found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 5 contributing companies or organizations",
"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": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 4 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": "no SAST tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 4,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 9,
"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": 9,
"reason": "1 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "37c989c1547ab516632251aece6f00e4f278bc43",
"ran_at": "2026-07-29T23:52:39Z",
"aggregate_score": 5.9,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": true,
"has_security_policy": false,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-27T10:00:32Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-05-25T12:27:34Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/grokify/aha-studio",
"host": "github.com",
"name": "aha-studio",
"owner": "grokify"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 67,
"inputs": {
"security": 59,
"vitality": 89,
"community": 40,
"governance": 58,
"engineering": 84
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 89,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"commits_last_year": 179,
"human_commit_share": 0.97,
"days_since_last_push": 3,
"active_weeks_last_year": 26
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "26/52 weeks with commits",
"points": 18,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 26
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "179 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 179
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 4 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": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 18,
"latest_release_tag": "v0.11.0",
"releases_from_tags": false,
"days_since_latest_release": 4,
"mean_days_between_releases": 36.3
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "18 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 18
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 4
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~36.3 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 36.3
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 3,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 3 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 3
}
}
],
"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": 40,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 1,
"inputs": {
"forks": 2,
"stars": 2,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "2 stars",
"points": 0,
"status": "missed",
"details": [
{
"code": "stars",
"params": {
"count": 2
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "2 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 2
}
}
],
"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": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"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": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 58,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 1,
"top_contributor_share": 1
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "missed",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "1 contributors",
"points": 1.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 1
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 63,
"inputs": {
"merged_prs": 25,
"open_issues": 0,
"closed_issues": 5,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 34
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "25/59 decided PRs merged",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 25,
"decided": 59
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 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": 64,
"inputs": {
"followers": 157,
"owner_type": "User",
"is_verified": null,
"owner_login": "grokify",
"public_repos": 419,
"account_age_days": 5999
},
"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": "157 followers of grokify",
"points": 15.8,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 157,
"login": "grokify"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "419 public repos, account ~16 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 419
}
},
{
"code": "account_age_years",
"params": {
"years": 16
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/grokify/aha-studio"
],
"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 4
},
"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 4 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 4
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "18 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 18
}
}
],
"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": 84,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 80,
"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": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".golangci.yaml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yaml"
}
}
],
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"go",
"mcp-server"
],
"has_wiki": false,
"homepage": "https://grokify.github.io/aha-studio/",
"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://grokify.github.io/aha-studio/",
"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": "2 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 2
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 59,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 59,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 5.9
},
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 5 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 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
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file 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": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 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"
],
"agent_instruction_max_bytes": 719
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "97 of 97 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 97,
"sampled": 97
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"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"
],
"dependency_bot_commit_share": 0.03
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "go.mod (toolchain convention, no task runner)",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "toolchain_convention",
"params": {
"files": "go.mod"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yaml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yaml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "69 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 69,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "3 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 3,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 80915,
"source_files_sampled": 62,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/62 source files over 60KB",
"points": 54.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 62,
"oversized": 1
}
}
],
"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": "2026-07-29T23:52:48.851579Z",
"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"
}
Related records
Inspected repositories sharing catalogue tags or ecosystems with grokify/aha-studio. Read them side by side →
Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
