{"title":"Open-Source AI Ecosystem Health","description":"Tracks explicitly open AI tools, release activity, categories, mentions, and disclosed project destinations.","dataset_id":"spd:open-source-health","canonical_url":"https://superpowerdaily.com/research/open-source-health","version_url":"https://superpowerdaily.com/research/open-source-health/versions/v3","version":"v3","snapshot_hash":"9fbd6ec3bdbdbe522cca8931405895ce810ada223b78bc35b9d9b8a23b7662bc","date_created":"2026-08-27T01:49:17.056Z","date_modified":"2026-08-29T00:34:04.358Z","license":{"name":"Superpower Daily data reuse terms","url":"https://superpowerdaily.com/terms"},"license_url":"https://superpowerdaily.com/terms","coverage_note":"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.","measurement_technique":["A tool enters the baseline only when its stored description, tags, destination, or use case explicitly identifies open-source or self-hosted availability.","Directory mentions and dates describe Superpower Daily coverage, not repository commits or contributor activity.","Repository-level health metrics will be published prospectively after canonical repository identities are captured."],"methodology":["A tool enters the baseline only when its stored description, tags, destination, or use case explicitly identifies open-source or self-hosted availability.","Directory mentions and dates describe Superpower Daily coverage, not repository commits or contributor activity.","Repository-level health metrics will be published prospectively after canonical repository identities are captured."],"metrics":[{"label":"Open tools","value":"6","detail":"Explicit open/self-hosted evidence"},{"label":"Categories","value":"2","detail":"Directory coverage"},{"label":"Mentions","value":"0","detail":"Tracked editorial references"},{"label":"Recently mentioned","value":"6","detail":"Has a recorded mention date"}],"columns":[{"key":"tool","label":"Tool"},{"key":"category","label":"Category"},{"key":"pricing","label":"Pricing"},{"key":"first_seen","label":"First seen"},{"key":"last_mentioned","label":"Last mentioned"},{"key":"mentions","label":"Mentions"},{"key":"website","label":"Project website"}],"data":[{"tool":"session-indexer","pricing":null,"website":"https://valpere.github.io/projects/session-indexer/","category":"coding","mentions":0,"first_seen":"2026-08-26","last_mentioned":"2026-08-26"},{"tool":"PostHog Desktop","pricing":null,"website":"https://posthog.com/desktop","category":"coding","mentions":0,"first_seen":"2026-08-26","last_mentioned":"2026-08-26"},{"tool":"GitNexus (Akon Labs)","pricing":null,"website":"https://www.akonlabs.com/","category":"coding","mentions":0,"first_seen":"2026-08-27","last_mentioned":"2026-08-27"},{"tool":"Traccia","pricing":null,"website":"https://traccia.ai/","category":"coding","mentions":0,"first_seen":"2026-08-27","last_mentioned":"2026-08-27"},{"tool":"Microduck","pricing":null,"website":"https://pollen-robotics.com/microduck/","category":"productivity","mentions":0,"first_seen":"2026-08-28","last_mentioned":"2026-08-28"},{"tool":"Firecrawl Developer Index","pricing":null,"website":"https://www.firecrawl.dev/developer-index","category":"coding","mentions":0,"first_seen":"2026-08-28","last_mentioned":"2026-08-28"}],"sources":[{"url":"https://valpere.github.io/projects/session-indexer/","name":"session-indexer","records":1},{"url":"https://posthog.com/desktop","name":"PostHog Desktop","records":1},{"url":"https://www.akonlabs.com/","name":"GitNexus (Akon Labs)","records":1},{"url":"https://traccia.ai/","name":"Traccia","records":1},{"url":"https://pollen-robotics.com/microduck/","name":"Microduck","records":1},{"url":"https://www.firecrawl.dev/developer-index","name":"Firecrawl Developer Index","records":1}],"provenance":{"publisher":"Superpower Daily","source_count":6,"source_urls":["https://valpere.github.io/projects/session-indexer/","https://posthog.com/desktop","https://www.akonlabs.com/","https://traccia.ai/","https://pollen-robotics.com/microduck/","https://www.firecrawl.dev/developer-index"],"methodology":["A tool enters the baseline only when its stored description, tags, destination, or use case explicitly identifies open-source or self-hosted availability.","Directory mentions and dates describe Superpower Daily coverage, not repository commits or contributor activity.","Repository-level health metrics will be published prospectively after canonical repository identities are captured."],"snapshot_hash":"9fbd6ec3bdbdbe522cca8931405895ce810ada223b78bc35b9d9b8a23b7662bc"},"distributions":{"csv":"https://superpowerdaily.com/api/research/open-source-health/versions/v3?format=csv","json":"https://superpowerdaily.com/api/research/open-source-health/versions/v3?format=json"}}