{"adoption": {"forks": 2730, "observed_at": "2026-08-28T04:11:54.437033+00:00", "stars": 30402}, "canonical_url": "https://ross.abutalabs.com/products/handy", "card": {"archived": false, "artifact_type": "application", "description": "A free, open source, and extensible speech-to-text application that works completely offline.", "domain": ["speech-processing", "accessibility", "developer-tools", "privacy", "cross-platform"], "enriched": true, "function": ["speech-recognition", "accessibility", "gui"], "health_score": 100, "homepage": "https://handy.computer", "language": "Rust", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["cjpais/Handy"], "name": "cjpais/Handy", "platform": ["windows", "rust"], "pushed_at": "2026-08-26T07:44:49+00:00", "repo": "cjpais/Handy", "stars": 30402, "tags": ["speech-to-text", "whisper", "parakeet", "offline-transcription", "push-to-talk", "voice-dictation", "tauri", "local-ai", "macos", "linux", "desktop"], "topics": ["speech-to-text", "tauri-v2", "accessibility", "cross-platform"], "urls": [], "use_cases": ["dictate text into any app with a keyboard shortcut", "transcribe speech to text completely offline for privacy", "voice typing for users with limited hand mobility", "replace paid cloud dictation tools with an open-source alternative", "run local Whisper transcription on a desktop", "push-to-talk voice input on Windows, macOS, or Linux"], "what_it_is": "Handy is a free, open-source, cross-platform desktop application for offline speech-to-text dictation. Press a configurable shortcut, speak, and the transcription is pasted into any text field, with all processing done locally using Whisper or Parakeet models.", "when_to_avoid": ["you need cloud-scale batch transcription of audio files or meetings", "you need speaker diarization, timestamps, or subtitle generation", "you need a mobile or web-based speech-to-text solution", "you require fine-grained editing or formatting of transcripts"], "when_to_choose": ["you need fully offline, private transcription with no cloud or subscription", "you want a simple, extensible open-source dictation tool you can fork", "you need cross-platform voice input that pastes into any text field", "you want a choice of local models (Whisper, Parakeet) with GPU acceleration"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/handy", "repo": "cjpais/Handy", "role": "main", "score": 83}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:54.437033+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:52:46.302244+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "75f6ac6bbe4830fb7cebf293a2a5edb02d37d5aee976171b838eb4f577ae6a4f", "fetched_at": "2026-08-28T04:11:54.437033+00:00", "kind": "readme", "missing": false, "url": "https://github.com/cjpais/Handy"}, {"content_hash": "dad8cc6fea1a213c47babc31f6d02e596fc2d2cbc08c619cd54d3fa4bbbc0945", "fetched_at": "2026-08-29T07:49:39.557831+00:00", "kind": "homepage", "missing": false, "url": "https://handy.computer"}, {"content_hash": "cea912d3e351ad38339069363298e8c3f91c69eb0e16bd08ab6e05fc59d42bd7", "fetched_at": "2026-08-29T07:49:39.560774+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/about"}, {"content_hash": "e6c8ab675383676fdda72511d4643b10bce6fab3fa8658f92a13f0c5f44f2729", "fetched_at": "2026-08-29T07:49:39.563224+00:00", "kind": "site_page", "missing": false, "url": "https://handy.computer/docs"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 40, "rhythm": 87}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 566, "days_push": 7, "days_rel": 9, "gap_med": 4, "n_releases_24m": 64}, "score": 83, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}