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billion-token-one-task / Deepgraph

Token-scale scientific discovery engine — autonomous hypothesis generation, experiment execution, and knowledge graph synthesis

Stars
2,360 stars
Forks
46 forks
Language
Python
License
MIT
Created
Mar 18, 2026
Last push
Oct 24, 2026
Updated
Nov 10, 2026
Why these Tags: an agent read the README and quoted it
  • Deep research agent from the readme: It reads the literature, finds open questions, runs the experiments, and lets reality decide what is true.

An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an error with the form at the end of this page.

Admitted to the Repository Index on Nov 8, 2026: +1381 stars in 7 days.

Star History

183 days recorded, May 11, 2026 – Nov 9, 2026 (UTC). Net change +2,505 stars.

Stars at the end of each day 2,360 now
100 500 1K
May 11, 2026 Nov 9, 2026
Net stars each day highest +282
+282 on Nov 1, 2026 v0.3, Jun 11, 2026 v0.2, Jun 10, 2026
May 11, 2026 Nov 9, 2026

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

Add this Star History to a README

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Star History chart

[![Star History of billion-token-one-task/Deepgraph](https://awesomerepos.com/billion-token-one-task/Deepgraph/stars.svg)](https://awesomerepos.com/billion-token-one-task/Deepgraph)

Badge

[![AwesomeRepos](https://awesomerepos.com/billion-token-one-task/Deepgraph/badge.svg)](https://awesomerepos.com/billion-token-one-task/Deepgraph)

Timeline

It gained stars on 32 of the 183 days recorded since May 11, 2026.

Its largest 7 days were Nov 1, 2026 to Nov 7, 2026: 1,518 stars.

In the 30 days to Nov 9, 2026 it got 2,501 stars, 83267% more than in the 30 days before.

  1. Created on the Repository Host
  2. Release v0.2
  3. Release v0.3
  4. Latest push
  5. Reached 100 stars, 221 days after it was created
  6. Reached 500 stars, 228 days after it was created
  7. Largest star day recorded: +282 stars
  8. +209 stars in one day
  9. Reached 1,000 stars, 230 days after it was created
  10. +217 stars in one day
  11. Entered the Repository Index: +1381 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.

Forks and pushes

From 2 Observations, Nov 9, 2026 – Nov 10, 2026. Forks +1. AwesomeRepos saw a new push on 0 of 1 days.

Forks 46
  1. Nov 10, 2026: no new push

A filled day: the last push time changed since the Observation before it.

Health facts

Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos last read these facts from GitHub on Nov 10, 2026. How AwesomeRepos defines each check

Copies a prompt for a coding agent. It has 4 tasks for the maintainers of billion-token-one-task/Deepgraph.

Maintenance

3 of 4 checks
  • Yes: Not archived

    GitHub does not mark the repository as archived. Source

  • Yes: A push in the last 90 days

    Last push on 2026-10-24, 17 days ago. Source

  • Yes: Commits in the last 13 weeks

    342 commits on the default branch in the last 13 weeks (GitHub, 2026-11-10). Source

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

    Commits in 21 of the last 52 weeks (GitHub, 2026-11-10). Source

  1. 0
  2. 0
  3. 0
  4. 0
  5. 0
  6. 0
  7. 0
  8. 0
  9. 0
  10. 0
  11. 0
  12. 0
  13. 0
  14. 0
  15. 0
  16. 0
  17. 0
  18. 0
  19. 7
  20. 2
  21. 2
  22. 1
  23. 0
  24. 1
  25. 1
  26. 3
  27. 3
  28. 0
  29. 2
  30. 1
  31. 10
  32. 2
  33. 3
  34. 0
  35. 0
  36. 0
  37. 0
  38. 67
  39. 121
  40. 110
  41. 99
  42. 85
  43. 0
  44. 0
  45. 0
  46. 0
  47. 2
  48. 0
  49. 5
  50. 41
  51. 0
  52. 0
Commits on the default branch each week, the oldest week at the left.

Releases

2 of 3 checks
  • Yes: A release in the last 365 days

    Newest release v0.3 on 2026-06-11, 151 days ago. 2 releases in the last 365 days. Source

  • No: The newest release tag is a semantic version

    The newest release tag is v0.3. Source

  • Yes: A changelog file at the root

    CHANGELOG.md at the root (GitHub, 2026-11-10). Source

Security practice

0 of 1 check
  • No: A security policy

    GitHub finds no security policy (GitHub, 2026-11-10).

OpenSSF Scorecard has no result for this repository from the last 90 days.

Community files

1 of 3 checks
  • Yes: A licence

    GitHub finds the licence MIT. Source

  • No: A contributing guide

    GitHub finds no contributing guide (GitHub, 2026-11-10).

  • No: A code of conduct

    GitHub finds no code of conduct (GitHub, 2026-11-10).

Dependencies in the index

This section shows the packages that connect this repository to other repositories in the index.

GitHub has no dependency graph for this repository (scanned on Nov 10, 2026).

No scanned repository names a package from this repository.

Uses (in the index) · 0

None.

Used by (in the index) · 0

None.

Sources: the GitHub dependency graph of each repository, and deps.dev for the source repository of each package . A dependency graph also names development packages. deps.dev takes most source repositories from package metadata. How the dependency graph is made

Observations

Latest Observation, Nov 10, 2026: 2,360 stars, 46 forks, last push Oct 24, 2026, not archived. One of 2 Observations since Nov 9, 2026.

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