Adjacent open-source projects, and what is worth taking from them¶

Date: 2026-08-15 · Tier: design/ — public engineering research Companion: the problem space · where YazSes goes next

Mining the neighbourhood for ideas, as input to the direction page. Every figure below was read from the GitHub API on 2026-08-15, not from memory.

The neighbourhood, measured¶

The uncomfortable number is the first row. Handy is 18 months old, does roughly what YazSes's core does, and has ~3,000× the stars. Two honest readings, and both are true: this space has real demand, and visibility here is not won by having more features.

What each does that YazSes does not¶

Handy — the packaging lesson¶

Handy is a desktop application. YazSes is a daemon with a CLI, which is a more capable shape and a much higher barrier: a user who wants dictation must meet a service, a config file and a terminal before they meet the product.

Worth taking: nothing architectural — the daemon is right, and it is what makes transcribe, Meeting Mode and remote dictation possible at all. What is worth taking is the reading of it: the settings window and the tray exist precisely to close this gap, and they are the highest-leverage surfaces this project has. That is an argument for finishing them well, not for becoming an app.

Worth noting for ADR-018: Handy's README calls itself "extensible", and what that means there is fork it and contribute — a community model, not a third-party plugin runtime. The most successful project in this neighbourhood does not ship a plugin system either.

Cursorless — the idea most worth stealing¶

Cursorless gives spoken names to structural targets — "take funk air", "chuck arg bat" — so you edit the syntax tree rather than the character stream. It is the single most interesting idea in this list, and it maps directly onto a problem already named: A2, that speaking is serial and correction is word-level when thought is not.

Gate check (from the direction triage): names a problem ✅ · runs on a laptop ✅ · measurable ✅ (task time on a scripted edit). It passes all three. YazSes already has the unwired pieces — hatselect is exactly this idea, and jump plus the Neovim LSP bridge are the substrate.

The honest caveat: Cursorless is an editor extension with the syntax tree in hand. YazSes is outside the editor looking in, and only the Neovim bridge gives it structure today. The transferable part is the naming scheme, not the implementation.

nerd-dictation — the restraint lesson¶

1,914 stars for a single Python file over VOSK, with no daemon, no GUI and no features beyond "speak, get text, run my script". It has more stars than every voice-programming framework in this table.

Worth taking: the reminder that the 144-capability registry is not what attracts people. nerd-dictation's proposition is "you can read all of it in an afternoon", and this project's equivalent asset — one person can still understand the whole pipeline — is already claimed on the research page and should be defended rather than diluted.

Dragonfly and Caster — the ecosystem that did not scale¶

Both are mature, both are Windows-centric, and both depend on a commercial recogniser (Dragon) that is discontinued. They are the cautionary tale for ADR-018's plug-in decision from the other direction: a rich third-party grammar ecosystem grew, and then the engine underneath it went away and took the ecosystem with it. Offline and self-contained is not only a privacy property; it is a survival property.

insanely-fast-whisper — a benchmark, not a competitor¶

Throughput-optimised batch transcription on a GPU. Different problem (bulk, server) from a different constraint (latency on a CPU). Listed because it is frequently cited as a comparison and is not one — but it is a legitimate external baseline for gap 10 if the hardware caveat is stated.

Candidate directions this produced¶

Feeding into the direction page:

What this exercise says about the project¶

Nothing in this list is an idea YazSes lacks. hatselect, jump, the LSP bridge and the grammar layer are all present, designed and tested. Cursorless's advantage is not the idea; it is that theirs is wired to a syntax tree and reachable by a user.

That is the same finding as #164 and the 64 unwired capabilities, arrived at from outside instead of inside. Mining the neighbourhood for ideas produced one idea worth having and a much stronger reason to finish the ones already here.