Research observatory 17 / Projects and maintainers
Open-Source AI Ecosystem Health
Tracks explicitly open AI tools, release activity, categories, mentions, and disclosed project destinations.
Early sample. Read individual values rather than treating the pattern as a market trend.
Version ledger
Frozen public editions
Each edition preserves the records, method, sources, and downloads available at publication time.
- v59 / latestOct 24, 202688 records / 60 sources
Source-backed fields changed; the frozen snapshot contains 88 records.
- v58Oct 23, 202688 records / 60 sources
+1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 88 records.
- v57Oct 22, 202687 records / 60 sources
Source-backed fields changed; the frozen snapshot contains 87 records.
- v56Oct 21, 202687 records / 60 sources
+2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 87 records.
- v55Oct 20, 202685 records / 60 sources
+2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 85 records.
- v54Oct 19, 202683 records / 60 sources
+2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 83 records.
- v53Oct 18, 202681 records / 60 sources
+3 records; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 81 records.
- v52Oct 17, 202678 records / 60 sources
+3 records; updated Open tools, Recently mentioned. The frozen snapshot contains 78 records.
- v51Oct 16, 202675 records / 60 sources
+1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 75 records.
- v50Oct 15, 202674 records / 60 sources
+2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 74 records.
- v49Oct 14, 202672 records / 60 sources
+2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 72 records.
- v48Oct 13, 202670 records / 60 sources
+1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 70 records.
- v47Oct 12, 202669 records / 60 sources
+2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 69 records.
- v46Oct 11, 202667 records / 60 sources
+1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 67 records.
- v45Oct 10, 202666 records / 60 sources
+2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 66 records.
- v44Oct 9, 202664 records / 60 sources
+1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 64 records.
- v43Oct 8, 202663 records / 60 sources
+2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 63 records.
- v42Oct 7, 202661 records / 60 sources
+4 records; +3 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 61 records.
- v41Oct 6, 202657 records / 57 sources
+2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 57 records.
- v40Oct 5, 202655 records / 55 sources
+1 records; +1 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 55 records.
- v39Oct 4, 202654 records / 54 sources
+2 records; +2 sources; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 54 records.
- v38Oct 3, 202652 records / 52 sources
+3 records; +3 sources; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 52 records.
- v37Oct 2, 202649 records / 49 sources
Source-backed fields changed; the frozen snapshot contains 49 records.
- v36Oct 1, 202649 records / 49 sources
+1 records; +1 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 49 records.
- v35Sep 30, 202648 records / 48 sources
Source-backed fields changed; the frozen snapshot contains 48 records.
- v34Sep 29, 202648 records / 48 sources
+2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 48 records.
- v33Sep 28, 202646 records / 46 sources
+1 records; +1 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 46 records.
- v32Sep 27, 202645 records / 45 sources
Source-backed fields changed; the frozen snapshot contains 45 records.
- v31Sep 26, 202645 records / 45 sources
+2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 45 records.
- v30Sep 25, 202643 records / 43 sources
Source-backed fields changed; the frozen snapshot contains 43 records.
This is the directory baseline, not yet a GitHub vitality ranking. Stars, contributors, issue response, and maintainer concentration are intentionally absent until canonical repositories can be verified.
- Dataset ID
- spd:open-source-health
- Stable URL
- /research/open-source-health
- Version
- v2
- Coverage
- Live collection
- Records
- 4
- Fields
- 7
- Updated
Measurement technique
How to read this report
- 01A tool enters the baseline only when its stored description, tags, destination, or use case explicitly identifies open-source or self-hosted availability.
- 02Directory mentions and dates describe Superpower Daily coverage, not repository commits or contributor activity.
- 03Repository-level health metrics will be published prospectively after canonical repository identities are captured.
Sources
Evidence
4 publishers supporting 4 records. Expand a publisher to inspect its cited pages.