open-dots
AGENTS.md6.9k starsChanged 7 days agoApache-2.0View on GitHub
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Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data
Who's talking about Anil-matcha/open-dots
- A Hacker News story“Open Dots: Open-Source Alternative to OpenAI Dots”Hacker News · Sep 29, 2026 · 3 points
- reacher-z/Awesome-CUA“Add Open Duet (open-dots) (Anil-matcha/open-dots)”GitHub · Nov 7, 2026
- reacher-z/Awesome-CUA“Curate CUA resources batch w1-031 (Codex Bridge to ChatGPT, Open Duet (open-dots), +3 more)”GitHub · Nov 7, 2026
- sudosubin/agents.nix“agent-skills.github.anil-matcha.open-dots: 0-unstable-2026-10-16 → 0.1.0”GitHub · Oct 16, 2026
- sudosubin/agents.nix“agent-skills.github.anil-matcha.open-dots: 0-unstable-2026-10-15 → 0-unstable-2026-10-16”GitHub · Oct 16, 2026
The biggest 5 of 15 mentions linking to the repository that our crawl found. Each line is their own headline.
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Talked about on GitHub and Hacker News (15 times).
On GitHub · 14
- Nov 7, 2026Add Open Duet (open-dots) (Anil-matcha/open-dots) — reacher-z/Awesome-CUA0 reactions
- Nov 7, 2026Curate CUA resources batch w1-031 (Codex Bridge to ChatGPT, Open Duet (open-dots), +3 more) — reacher-z/Awesome-CUA0 reactions
- Oct 16, 2026agent-skills.github.anil-matcha.open-dots: 0-unstable-2026-10-16 → 0.1.0 — sudosubin/agents.nix0 reactions
- Oct 16, 2026agent-skills.github.anil-matcha.open-dots: 0-unstable-2026-10-15 → 0-unstable-2026-10-16 — sudosubin/agents.nix0 reactions
- Oct 15, 2026agent-skills.github.anil-matcha.open-dots: 1bb35ae → 64e48f6 — sudosubin/agents.nix0 reactions
9 more on GitHub
- Oct 15, 2026agent-skills.github.anil-matcha.open-dots: 0-unstable-2026-10-14 → 0-unstable-2026-10-15 — sudosubin/agents.nix0 reactions
- Oct 14, 2026agent-skills.github.anil-matcha.open-dots: 741aa6e → 9f2b473 — sudosubin/agents.nix0 reactions
- Oct 14, 2026agent-skills.github.anil-matcha.open-dots: 0-unstable-2026-10-13 → 0-unstable-2026-10-14 — sudosubin/agents.nix0 reactions
- Oct 13, 2026agent-skills.github.anil-matcha.open-dots: 0-unstable-2026-10-07 → 0-unstable-2026-10-13 — sudosubin/agents.nix0 reactions
- Oct 7, 2026agent-skills.github.anil-matcha.open-dots: 0-unstable-2026-10-05 → 0-unstable-2026-10-07 — sudosubin/agents.nix0 reactions
- Oct 5, 2026agent-skills.github.anil-matcha.open-dots: 0-unstable-2026-10-03 → 0-unstable-2026-10-05 — sudosubin/agents.nix0 reactions
- Oct 3, 2026agent-skills.github.anil-matcha.open-dots: init at 0-unstable-2026-10-03 — sudosubin/agents.nix0 reactions
- Sep 30, 2026📰 Hacker News AI 社区动态日报 2026-09-30 — 96loveslife/big_model_radar0 reactions
- Sep 30, 2026Open Dots — 承認ゲート付きのセルフホスト AI ワークスペースのビジュアル解説 — 53able/docs-site0 reactions
On Hacker News · 1
- Sep 29, 2026Open Dots: Open-Source Alternative to OpenAI Dots3 points
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,774 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository3 other files it gives its agents.
- frontend/AGENTS.mdAGENTS.md
- mobile/AGENTS.mdAGENTS.md
- frontend/CLAUDE.mdCLAUDE.md
The file
We split this AGENTS.md into the rules it gives an agent
3 rules. About 0 are common, 1 is distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 6
Run independent backend and frontend checks in parallel when they cover the same change.
- Very specific: line 8
Use the backend SQLite and throwaway TOKEN_ENCRYPTION_KEYS values from .github/workflows/ci.yml.
- Very specific: line 14
Read a package-level AGENTS.md before changing files in that package.
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Repository Agent Instructions
Test workflow
- For a narrow change, run the smallest tests that cover the changed behavior first. Find test commands in the relevant package and CI workflow; avoid running the entire backend suite as the default local check.
- Run independent backend and frontend checks in parallel when they cover the same change. For a failure, rerun the specific failing test after fixing it.
- The full backend suite includes process, socket, and end-to-end tests and takes several minutes. Run it for broad backend changes, when requested, or as part of CI/release verification. Do not weaken or remove CI coverage to make local iteration faster.
- Use the backend SQLite and throwaway
TOKEN_ENCRYPTION_KEYSvalues from.github/workflows/ci.yml; never use production credentials in tests. - Some integration tests need process or localhost socket permissions that a restricted environment may deny. Treat those as environment failures, not product failures, and rerun them in an environment that supports them when the result matters.
- Report exactly which checks passed, skipped, failed, or were interrupted. An incomplete run is not a passing full suite.
Local package instructions
- Read a package-level
AGENTS.mdbefore changing files in that package. For example,frontend/AGENTS.mdcontains the frontend-specific framework rules.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

