uttrflow/uttrflow-swift

View on GitHub

A native macOS clipboard manager with dictation built in. Speech to text runs on your own machine.

Stars: 4
Forks: 17
Open beginner issues: 2
Indexed issues: 364
Avg merge: 3h 32m
Merged PRs (30d): 277

Dominant language: Swift
License: MIT
Last GitHub push: Sep 15, 2026
Latest indexed: Sep 16, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: good first issue help wanted

Open All

364 open issues indexed

Replace the maintainer's name in test fixtures with neutral values Open

area:general claimed good first issue P2

uttrflow/uttrflow-swift#53 · 5 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
README has no GIF of a dictation (screenshot landed in #61) Open

area:dictation area:docs documentation help wanted P2

uttrflow/uttrflow-swift#54 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Verify early transcription on a real microphone, not only in unit tests Open

area:dictation help wanted P2

uttrflow/uttrflow-swift#55 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Tab-to-complete cannot join mid-token ("gi" → "git status" is rejected) Open

area:ai-suggestions enhancement P2

uttrflow/uttrflow-swift#58 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
uttrflow-dev probe surface has never been run, so the inline-suggestion capability table is empty Open

area:ai-suggestions documentation help wanted P2

uttrflow/uttrflow-swift#101 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The first dictation after a reboot waits 154 s while the speech model loads Open

area:dictation claimed enhancement P1 performance

uttrflow/uttrflow-swift#102 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Self-correction by restatement is asked of the model in the prompt contract and the model does not do it Open

area:dictation claimed enhancement help wanted P2

uttrflow/uttrflow-swift#116 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The main window has no Clipboard page and no Suggestions page: two of the three things the app does are not in the sidebar Open

area:ai-suggestions area:clipboard enhancement help wanted P2

uttrflow/uttrflow-swift#131 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
⇧⌘V pastes instead of opening the clipboard when the hotkey registration is refused, and nothing says so Open

area:clipboard bug confirmed P0

uttrflow/uttrflow-swift#142 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
The app target holds 3% of the tests and every bug found this week: a four-layer plan Open

area:build area:general confirmed enhancement P1

uttrflow/uttrflow-swift#145 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Both recording cues land inside the buffer the recogniser reads, and nothing trims either one Open

area:dictation bug P1

uttrflow/uttrflow-swift#168 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
The repository depends on the WhisperKit version its own Docs/measuring-accuracy.md says was declined, and three speech documents still cite 0.18 file and line coordinates that no longer exist Open

area:dictation bug claimed P2

uttrflow/uttrflow-swift#181 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The churn cap counts small-word edits without distinguishing addition from substitution, so one preposition or modal swap per sentence passes Open

area:dictation bug P2

uttrflow/uttrflow-swift#194 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The guard's ASCII-only tokeniser leaves Devanagari to the base checks, and negatingWords holds no Hindi, so a dropped Hindi negation is caught by nothing Open

area:dictation bug claimed P2

uttrflow/uttrflow-swift#196 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The whole audio graph is constructed, tapped and started inside every key-down, and that cost has never been measured Open

area:dictation bug claimed P2 performance

uttrflow/uttrflow-swift#214 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The drain of the in-flight early piece is a wait the user now sits through and no stage measures, so Diagnostics under-reports by up to a whole piece Open

area:dictation bug claimed P2 performance

uttrflow/uttrflow-swift#216 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The doubtful-word path drops the dictionary entry's identity, so an entry offered as a reading is never counted used or reverted and undo cannot retire it Open

area:dictation bug claimed P2

uttrflow/uttrflow-swift#219 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Design: the meaning guard cannot enforce the Tier 3 rules, because it compares bags of words instead of aligning them Open

area:dictation enhancement P1

uttrflow/uttrflow-swift#229 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Design: whole-dictation policies are evaluated per piece, so a dictation long enough to be cut is formatted by questions asked of the wrong scope Open

area:dictation enhancement P1

uttrflow/uttrflow-swift#230 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Design: two application tables that disagree, and a destination formatter the model path never reads Open

area:dictation enhancement P1

uttrflow/uttrflow-swift#231 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Dictation quality audit: 64 issues across the whole path, and the three designs that produce most of them Open

area:dictation bug P1

uttrflow/uttrflow-swift#232 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Docs/bakeoff.md's Marcy/Sara/Jon rule and two failing scores predate the doubtful-run fix Open

area:dictation claimed documentation help wanted P2

uttrflow/uttrflow-swift#286 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
leaks reports an OnboardingFlow retain cycle and MLX quantize array cycles on every launch Open

area:ai-suggestions

uttrflow/uttrflow-swift#411 · 3 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
SpokenPunctuationPass keeps a dictated comma as a word when a determiner opens the noun phrase before it Open

area:dictation bug

uttrflow/uttrflow-swift#435 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Apple's model declines most Hindi dictation as an unsupported language, so Hindi is tidied by the rules and left in Devanagari Open

area:dictation bug P2

uttrflow/uttrflow-swift#445 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Early transcription ends a sentence at every piece seam, so a pause mid-sentence becomes a full stop the one-shot result doesn't have Open

area:dictation bug P1

uttrflow/uttrflow-swift#474 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
With Suggestions on, a 5,000-pass soak goes over the memory budget: 4.28 GB peak and 3.08 GB between passes Open

area:ai-suggestions bug P2 performance

uttrflow/uttrflow-swift#475 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Telemetry would report calendar version 2026.9.14 as 999.9.14, because each version part is clamped to 0...999 Open

area:account area:general bug P2

uttrflow/uttrflow-swift#476 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Mid-word tab-to-complete needs a labelled calibration set before its plausibility floor can be tuned Open

area:ai-suggestions enhancement help wanted P2

uttrflow/uttrflow-swift#477 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Scoring a suggestion tokenises the candidate twice, the largest tokenizer cost left after #449 Open

area:ai-suggestions enhancement P2 performance

uttrflow/uttrflow-swift#478 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
A full dictionary prompt adds about 2.2 s per piece before the first word, one decoder step per prompt token Open

area:dictation enhancement needs-info P2 performance

uttrflow/uttrflow-swift#479 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Skipping the on-device model's tidy for longer dictations would halve the wait, but needs real recordings to judge Open

area:dictation enhancement help wanted needs-info P2 performance

uttrflow/uttrflow-swift#480 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Measure the memory peak of a cold speech-model compile with WhisperKit's prewarm off Open

area:dictation enhancement P2 performance

uttrflow/uttrflow-swift#481 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
In heavy noise the recogniser once turned a two-word command into a profanity, and returned nothing on the rerun Open

area:dictation bug help wanted P2

uttrflow/uttrflow-swift#482 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Concealed and secret clips are masked in the panel but written to the clipboard history file in plain text Open

area:clipboard enhancement needs-info P0 security

uttrflow/uttrflow-swift#483 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The clipboard formatting sheet recomputes the diff on every panel update while it is open Open

area:clipboard enhancement P2 performance

uttrflow/uttrflow-swift#484 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The performance budget audit matches source patterns, so a timer behind a helper or a self-rescheduling callback gets past it Open

area:build area:general enhancement P2 performance

uttrflow/uttrflow-swift#485 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
SecretScanners relies on the undocumented standard library entry String._wordIndex(after:) Open

area:clipboard enhancement P2

uttrflow/uttrflow-swift#486 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
KeyInterceptor's stop-before-run race relies on run loop behaviour rather than an explicit handshake Open

area:ai-suggestions area:insertion enhancement P2

uttrflow/uttrflow-swift#487 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Reopening the app doesn't bring back a closed main window while Settings is open Open

area:dictation bug P2

uttrflow/uttrflow-swift#488 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Track swift-transformers' quadratic added-token regex (huggingface/swift-transformers#383) and adopt the fix when released Open

area:ai-suggestions enhancement P2 performance

uttrflow/uttrflow-swift#489 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
No test covers starting a dictation with microphone access denied, and no code on that path checks the permission Open

area:dictation enhancement help wanted P2

uttrflow/uttrflow-swift#490 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The sign-out action can't be tested because AppDelegate builds the real account layer itself Open

area:account area:general enhancement P2

uttrflow/uttrflow-swift#491 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
SystemInput's accessibility writes are untested because its attribute calls have no seam Open

area:dictation area:insertion enhancement P2

uttrflow/uttrflow-swift#492 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
uttrflow-bakeoff reload-leaks --checkpoints 0 crashes instead of refusing the value Open

area:ai-suggestions area:build bug good first issue P2

uttrflow/uttrflow-swift#493 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
uttrflow-bakeoff --models silently measures nothing when given a catalogue name such as gemma3Small Open

area:ai-suggestions area:build bug good first issue P2

uttrflow/uttrflow-swift#494 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The evaluation scorer records a transcript in Arabic script as answered in Latin Open

area:dictation bug good first issue P2

uttrflow/uttrflow-swift#495 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Settings draws some real keys as "Key 10", "Key 93" and so on instead of their names Open

area:dictation bug good first issue P2

uttrflow/uttrflow-swift#496 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
The microphone peak level can go far above its documented 0...1 range Open

area:dictation bug good first issue P2

uttrflow/uttrflow-swift#497 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
AudioResampler passes NaN and infinite samples through, and spreads them to neighbouring samples Open

area:dictation bug good first issue P2

uttrflow/uttrflow-swift#498 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

uttrflow/uttrflow-swift

Get new issues in your inbox