Signal Detail

sift

This is a raw crawl record from GitHub, currently mapped to #8 on the Momentum board.

GitHubNEWOct 17, 21:56

Record Summary

Momentum #8

github+hackernews+rss

CPU-only extractive context compaction for LiteLLM. Keep useful evidence within a prompt budget and preserve reusable prefixes. Current movement: NEW. Note: "First time on the board".

Score72
Confidence78%
Surge+9%
Captured atOct 17, 21:56
GitHubcontext-compactionlitellm
Current tool mapping
Captured namesift

This is the name captured in the original signal at crawl time.

Current display namesift

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
GitHubstancsz/sift
github.com

CPU-only extractive context compaction for LiteLLM. Keep useful evidence within a prompt budget and preserve reusable prefixes.

Author / Publisherstancsz
Published atOct 17, 21:55
PythonStars 0Forks 0
Page snapshot
GitHubGitHub - stancsz/sift: CPU-only extractive context compaction for LiteLLM. Keep useful evidence within a prompt budget and preserve reusable prefixes.
Fetched

CPU-only extractive context compaction for LiteLLM. Keep useful evidence within a prompt budget and preserve reusable prefixes. - stancsz/sift

Fetched atOct 17, 21:56
Published atWaiting for sync
Domaingithub.com
HTTP status200
AuthorNot recorded
Cache statusFresh cache
This crawl record has already generated a matching evidence card on the tool detail page, so you can jump straight back to it.
Structured fields
Repositorystancsz/sift
LanguagePython
Stars0
Forks0
Watchers0
Issues0
Updated At2026-10-17T21:55:52Z
Aggregated Source Count1

Raw Payload

Raw crawl payload

{
  "entity_key": "name:sift",
  "source_count": 1,
  "providers": [
    {
      "provider_name": "github",
      "slug": "github-stancsz-sift",
      "external_id": "1419916674",
      "external_url": "https://github.com/stancsz/sift",
      "metric_value": 229,
      "payload": {
        "id": 1419916674,
        "node_id": "R_kgDOVKI1gg",
        "name": "sift",
        "full_name": "stancsz/sift",
        "private": false,
        "owner": {
          "login": "stancsz",
          "id": 43565411,
          "node_id": "MDQ6VXNlcjQzNTY1NDEx",
          "avatar_url": "https://avatars.githubusercontent.com/u/43565411?v=4",
          "gravatar_id": "",
          "url": "https://api.github.com/users/stancsz",
          "html_url": "https://github.com/stancsz",
          "followers_url": "https://api.github.com/users/stancsz/followers",
          "following_url": "https://api.github.com/users/stancsz/following{/other_user}",
          "gists_url": "https://api.github.com/users/stancsz/gists{/gist_id}",
          "starred_url": "https://api.github.com/users/stancsz/starred{/owner}{/repo}",
          "subscriptions_url": "https://api.github.com/users/stancsz/subscriptions",
          "organizations_url": "https://api.github.com/users/stancsz/orgs",
          "repos_url": "https://api.github.com/users/stancsz/repos",
          "events_url": "https://api.github.com/users/stancsz/events{/privacy}",
          "received_events_url": "https://api.github.com/users/stancsz/received_events",
          "type": "User",
          "user_view_type": "public",
          "site_admin": false
        },
        "html_url": "https://github.com/stancsz/sift",
        "description": "CPU-only extractive context compaction for LiteLLM. Keep useful evidence within a prompt budget and preserve reusable prefixes.",
        "fork": false,
        "url": "https://api.github.com/repos/stancsz/sift",
        "forks_url": "https://api.github.com/repos/stancsz/sift/forks",
        "keys_url": "https://api.github.com/repos/stancsz/sift/keys{/key_id}",
        "collaborators_url": "https://api.github.com/repos/stancsz/sift/collaborators{/collaborator}",
        "teams_url": "https://api.github.com/repos/stancsz/sift/teams",
        "hooks_url": "https://api.github.com/repos/stancsz/sift/hooks",
        "issue_events_url": "https://api.github.com/repos/stancsz/sift/issues/events{/number}",
        "events_url": "https://api.github.com/repos/stancsz/sift/events",
        "assignees_url": "https://api.github.com/repos/stancsz/sift/assignees{/user}",
        "branches_url": "https://api.github.com/repos/stancsz/sift/branches{/branch}",
        "tags_url": "https://api.github.com/repos/stancsz/sift/tags",
        "blobs_url": "https://api.github.com/repos/stancsz/sift/git/blobs{/sha}",
        "git_tags_url": "https://api.github.com/repos/stancsz/sift/git/tags{/sha}",
        "git_refs_url": "https://api.github.com/repos/stancsz/sift/git/refs{/sha}",
        "trees_url": "https://api.github.com/repos/stancsz/sift/git/trees{/sha}",
        "statuses_url": "https://api.github.com/repos/stancsz/sift/statuses/{sha}",
        "languages_url": "https://api.github.com/repos/stancsz/sift/languages",
        "stargazers_url": "https://api.github.com/repos/stancsz/sift/stargazers",
        "contributors_url": "https://api.github.com/repos/stancsz/sift/contributors",
        "subscribers_url": "https://api.github.com/repos/stancsz/sift/subscribers",
        "subscription_url": "https://api.github.com/repos/stancsz/sift/subscription",
        "commits_url": "https://api.github.com/repos/stancsz/sift/commits{/sha}",
        "git_commits_url": "https://api.github.com/repos/stancsz/sift/git/commits{/sha}",
        "comments_url": "https://api.github.com/repos/stancsz/sift/comments{/number}",
        "issue_comment_url": "https://api.github.com/repos/stancsz/sift/issues/comments{/number}",
        "contents_url": "https://api.github.com/repos/stancsz/sift/contents/{+path}",
        "compare_url": "https://api.github.com/repos/stancsz/sift/compare/{base}...{head}",
        "merges_url": "https://api.github.com/repos/stancsz/sift/merges",
        "archive_url": "https://api.github.com/repos/stancsz/sift/{archive_format}{/ref}",
        "downloads_url": "https://api.github.com/repos/stancsz/sift/downloads",
        "issues_url": "https://api.github.com/repos/stancsz/sift/issues{/number}",
        "pulls_url": "https://api.github.com/repos/stancsz/sift/pulls{/number}",
        "milestones_url": "https://api.github.com/repos/stancsz/sift/milestones{/number}",
        "notifications_url": "https://api.github.com/repos/stancsz/sift/notifications{?since,all,participating}",
        "labels_url": "https://api.github.com/repos/stancsz/sift/labels{/name}",
        "releases_url": "https://api.github.com/repos/stancsz/sift/releases{/id}",
        "deployments_url": "https://api.github.com/repos/stancsz/sift/deployments",
        "created_at": "2026-10-14T22:32:38Z",
        "updated_at": "2026-10-17T21:55:52Z",
        "pushed_at": "2026-10-17T21:55:49Z",
        "git_url": "git://github.com/stancsz/sift.git",
        "ssh_url": "git@github.com:stancsz/sift.git",
        "clone_url": "https://github.com/stancsz/sift.git",
        "svn_url": "https://github.com/stancsz/sift",
        "homepage": "https://github.com/stancsz/sift#readme",
        "size": 22392,
        "stargazers_count": 0,
        "watchers_count": 0,
        "language": "Python",
        "has_issues": true,
        "has_projects": true,
        "has_downloads": false,
        "has_wiki": true,
        "has_pages": false,
        "has_discussions": false,
        "forks_count": 0,
        "mirror_url": null,
        "archived": false,
        "disabled": false,
        "open_issues_count": 0,
        "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": [
          "context-compaction",
          "litellm",
          "llm",
          "llm-inference",
          "prompt-caching",
          "prompt-compression",
          "python"
        ],
        "visibility": "public",
        "forks": 0,
        "open_issues": 0,
        "watchers": 0,
        "default_branch": "main",
        "temp_clone_token": null,
        "network_count": 0,
        "subscribers_count": 2
      }
    }
  ]
}