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cactus-compute /needle

Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, ASR, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.

Stars
14,468 stars
Forks
1,012 forks
Language
Python
License
APACHE-2.0
Created
Feb 24, 2026
Last push
Nov 2, 2026
Updated
Nov 4, 2026

Admitted to the Repository Index on Nov 4, 2026: +123 stars in 7 days.

Withheld Repository

This repository entered the Repository Index on Nov 4, 2026.

The check of the Star History is not complete. Measured on Nov 4, 2026.

New repositories show in lists, in panels, and to search engines after AwesomeRepos completes its checks. They show at least 48 hours after they enter the Repository Index. Withheld since Nov 4, 2026. Read the Withholding Rule

Address on the Repository Host: github.com/cactus-compute/needle

Star History

178 days recorded, May 10, 2026 – Nov 3, 2026 (UTC). Net change +14,460 stars.

Stars at the end of each day14,468 now
1005001K5K10K
May 10, 2026Nov 3, 2026
Net stars each dayhighest +745
+745 on May 13, 2026
May 10, 2026Nov 3, 2026

The star count of each day is the latest count minus the net stars of the later days.

Timeline

It gained stars on 177 of the 178 days recorded since May 10, 2026.

Its largest 7 days were Aug 12, 2026 to Aug 18, 2026: 3,773 stars.

In the 30 days to Nov 3, 2026 it got 1,293 stars, 57% fewer than in the 30 days before.

  1. Created on the Repository Host
  2. Reached 500 stars, 77 days after it was created
  3. +665 stars in one day
  4. Reached 1,000 stars, 78 days after it was created
  5. Largest star day recorded: +745 stars
  6. +665 stars in one day
  7. Reached 5,000 stars, 170 days after it was created
  8. Reached 10,000 stars, 190 days after it was created
  9. Latest push
  10. Entered the Repository Index: +123 stars in 7 days

The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.

Health facts

Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos reads the weekly commits, the changelog, and the community files each week for the 5,000 visible repositories with the most stars and for each rising repository. How AwesomeRepos defines each check

Maintenance

2 of 4 checks (2 without data)
  • Yes: Not archived

    GitHub does not mark the repository as archived. Source

  • Yes: A push in the last 90 days

    Last push on 2026-11-02, 1 day ago. Source

  • No data: Commits in the last 13 weeks

    No data: AwesomeRepos has not read the weekly commits.

  • No data: Commits in 26 or more of the last 52 weeks

    No data: AwesomeRepos has not read the weekly commits.

Releases

0 of 3 checks (2 without data)
  • No: A release in the last 365 days

    No GitHub release (read on 2026-11-04). Source

  • No data: The newest release tag is a semantic version

    No data: no release.

  • No data: A changelog file at the root

    No data: AwesomeRepos has not scanned this repository.

Security practice

0 of 1 check (1 without data)
  • No data: A security policy

    No data: AwesomeRepos has not scanned this repository.

AwesomeRepos has not asked OpenSSF Scorecard about this repository.

Community files

1 of 3 checks (2 without data)
  • Yes: A licence

    GitHub finds the licence APACHE-2.0. Source

  • No data: A contributing guide

    No data: AwesomeRepos has not scanned this repository.

  • No data: A code of conduct

    No data: AwesomeRepos has not scanned this repository.

Observations

AwesomeRepos has not recorded an Observation for this repository yet.

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