Record Summary
Momentum #7
Reusable SwiftUI chat framework for local and cloud LLM inference on Apple platforms Current movement: NEW. Note: "First time on the board".
Score72
Confidence78%
Surge+9%
Captured atJun 13, 04:05
GitHubanthropicchat-ui
Signal Detail
ManifoldKit
This is a raw crawl record from GitHub, currently mapped to #7 on the Momentum board.
github+hackernews+rss
Current tool mapping
Captured nameManifoldKit
This is the name captured in the original signal at crawl time.
Current display nameManifoldKit
The system default name is still in use.
Current websitegithub.com
The system default website is still in use.
Current categoryAI Coding
The system default category is still in use.
Source snapshot
GitHubroryford/ManifoldKit
github.comReusable SwiftUI chat framework for local and cloud LLM inference on Apple platforms
SwiftStars 1Forks 0
Page snapshot
GitHubGitHub - roryford/ManifoldKit: Reusable SwiftUI chat framework for local and cloud LLM inference on Apple platforms
Fetched
Reusable SwiftUI chat framework for local and cloud LLM inference on Apple platforms - roryford/ManifoldKit
This crawl record has already generated a matching evidence card on the tool detail page, so you can jump straight back to it.
Record metadata
Structured fields
Repositoryroryford/ManifoldKit
LanguageSwift
Stars1
Forks0
Watchers1
Issues13
Updated At2026-06-13T04:04:09Z
Aggregated Source Count1
Raw Payload
Raw crawl payload
{
"entity_key": "name:manifoldkit",
"source_count": 1,
"providers": [
{
"provider_name": "github",
"slug": "github-roryford-ManifoldKit",
"external_id": "1194479871",
"external_url": "https://github.com/roryford/ManifoldKit",
"metric_value": 241,
"payload": {
"id": 1194479871,
"node_id": "R_kgDORzJQ_w",
"name": "ManifoldKit",
"full_name": "roryford/ManifoldKit",
"private": false,
"owner": {
"login": "roryford",
"id": 4224221,
"node_id": "MDQ6VXNlcjQyMjQyMjE=",
"avatar_url": "https://avatars.githubusercontent.com/u/4224221?v=4",
"gravatar_id": "",
"url": "https://api.github.com/users/roryford",
"html_url": "https://github.com/roryford",
"followers_url": "https://api.github.com/users/roryford/followers",
"following_url": "https://api.github.com/users/roryford/following{/other_user}",
"gists_url": "https://api.github.com/users/roryford/gists{/gist_id}",
"starred_url": "https://api.github.com/users/roryford/starred{/owner}{/repo}",
"subscriptions_url": "https://api.github.com/users/roryford/subscriptions",
"organizations_url": "https://api.github.com/users/roryford/orgs",
"repos_url": "https://api.github.com/users/roryford/repos",
"events_url": "https://api.github.com/users/roryford/events{/privacy}",
"received_events_url": "https://api.github.com/users/roryford/received_events",
"type": "User",
"user_view_type": "public",
"site_admin": false
},
"html_url": "https://github.com/roryford/ManifoldKit",
"description": "Reusable SwiftUI chat framework for local and cloud LLM inference on Apple platforms",
"fork": false,
"url": "https://api.github.com/repos/roryford/ManifoldKit",
"forks_url": "https://api.github.com/repos/roryford/ManifoldKit/forks",
"keys_url": "https://api.github.com/repos/roryford/ManifoldKit/keys{/key_id}",
"collaborators_url": "https://api.github.com/repos/roryford/ManifoldKit/collaborators{/collaborator}",
"teams_url": "https://api.github.com/repos/roryford/ManifoldKit/teams",
"hooks_url": "https://api.github.com/repos/roryford/ManifoldKit/hooks",
"issue_events_url": "https://api.github.com/repos/roryford/ManifoldKit/issues/events{/number}",
"events_url": "https://api.github.com/repos/roryford/ManifoldKit/events",
"assignees_url": "https://api.github.com/repos/roryford/ManifoldKit/assignees{/user}",
"branches_url": "https://api.github.com/repos/roryford/ManifoldKit/branches{/branch}",
"tags_url": "https://api.github.com/repos/roryford/ManifoldKit/tags",
"blobs_url": "https://api.github.com/repos/roryford/ManifoldKit/git/blobs{/sha}",
"git_tags_url": "https://api.github.com/repos/roryford/ManifoldKit/git/tags{/sha}",
"git_refs_url": "https://api.github.com/repos/roryford/ManifoldKit/git/refs{/sha}",
"trees_url": "https://api.github.com/repos/roryford/ManifoldKit/git/trees{/sha}",
"statuses_url": "https://api.github.com/repos/roryford/ManifoldKit/statuses/{sha}",
"languages_url": "https://api.github.com/repos/roryford/ManifoldKit/languages",
"stargazers_url": "https://api.github.com/repos/roryford/ManifoldKit/stargazers",
"contributors_url": "https://api.github.com/repos/roryford/ManifoldKit/contributors",
"subscribers_url": "https://api.github.com/repos/roryford/ManifoldKit/subscribers",
"subscription_url": "https://api.github.com/repos/roryford/ManifoldKit/subscription",
"commits_url": "https://api.github.com/repos/roryford/ManifoldKit/commits{/sha}",
"git_commits_url": "https://api.github.com/repos/roryford/ManifoldKit/git/commits{/sha}",
"comments_url": "https://api.github.com/repos/roryford/ManifoldKit/comments{/number}",
"issue_comment_url": "https://api.github.com/repos/roryford/ManifoldKit/issues/comments{/number}",
"contents_url": "https://api.github.com/repos/roryford/ManifoldKit/contents/{+path}",
"compare_url": "https://api.github.com/repos/roryford/ManifoldKit/compare/{base}...{head}",
"merges_url": "https://api.github.com/repos/roryford/ManifoldKit/merges",
"archive_url": "https://api.github.com/repos/roryford/ManifoldKit/{archive_format}{/ref}",
"downloads_url": "https://api.github.com/repos/roryford/ManifoldKit/downloads",
"issues_url": "https://api.github.com/repos/roryford/ManifoldKit/issues{/number}",
"pulls_url": "https://api.github.com/repos/roryford/ManifoldKit/pulls{/number}",
"milestones_url": "https://api.github.com/repos/roryford/ManifoldKit/milestones{/number}",
"notifications_url": "https://api.github.com/repos/roryford/ManifoldKit/notifications{?since,all,participating}",
"labels_url": "https://api.github.com/repos/roryford/ManifoldKit/labels{/name}",
"releases_url": "https://api.github.com/repos/roryford/ManifoldKit/releases{/id}",
"deployments_url": "https://api.github.com/repos/roryford/ManifoldKit/deployments",
"created_at": "2026-03-28T12:16:43Z",
"updated_at": "2026-06-13T04:04:09Z",
"pushed_at": "2026-06-13T04:04:06Z",
"git_url": "git://github.com/roryford/ManifoldKit.git",
"ssh_url": "git@github.com:roryford/ManifoldKit.git",
"clone_url": "https://github.com/roryford/ManifoldKit.git",
"svn_url": "https://github.com/roryford/ManifoldKit",
"homepage": "https://github.com/roryford/ManifoldKit#readme",
"size": 9741,
"stargazers_count": 1,
"watchers_count": 1,
"language": "Swift",
"has_issues": true,
"has_projects": true,
"has_downloads": true,
"has_wiki": true,
"has_pages": true,
"has_discussions": false,
"forks_count": 0,
"mirror_url": null,
"archived": false,
"disabled": false,
"open_issues_count": 13,
"license": {
"key": "mit",
"name": "MIT License",
"spdx_id": "MIT",
"url": "https://api.github.com/licenses/mit",
"node_id": "MDc6TGljZW5zZTEz"
},
"allow_forking": true,
"is_template": false,
"web_commit_signoff_required": false,
"has_pull_requests": true,
"pull_request_creation_policy": "all",
"topics": [
"anthropic",
"chat-ui",
"foundation-models",
"ios",
"llama-cpp",
"llm",
"macos",
"mcp",
"mlx",
"ollama",
"on-device-ai",
"openai",
"rag",
"swift",
"swiftui"
],
"visibility": "public",
"forks": 0,
"open_issues": 13,
"watchers": 1,
"default_branch": "main",
"temp_clone_token": null,
"network_count": 0,
"subscribers_count": 0
}
}
]
}