orx-flows
Skill8k starsChanged 8 days agoMITView on GitHub
Decide how a path through the OpenResearch app behaves before building it. Covers the onboarding and every other setup window, asking a user to sign in, connect, install or grant something, setup for agents, models and compute backends, dialogs and confirmations, settings, menus, opening things, empty, loading and error states, and messages from agents and the system in a chat. Use whenever you add or change a screen, dialog, setting, menu item, status, banner or any step a user takes in `ui/`, even a single button, and before redesigning one. Pairs with orx-copy for the words and orx-testing to prove it. In this repo, use it in place of any general UI skill, including when reviewing someone else's change.
Adopted by
Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data
Who's talking about alphaXiv/OpenResearch
- @alphaxiv.org“With OpenResearch, your work can remain yours, protected from the business interests of frontier labs. Try …”Bluesky · Oct 29, 2026 · 4 likes
- forjedio/yerd“[Fix] Trust system CAs for HTTPS downloads”GitHub · Oct 1, 2026 · 2 reactions
- @dailygithubtrends.bsky.social“今日のGitHubトレンド alphaXiv/OpenResearch OpenResearchは、AIエージェントによる自動研究のためのローカル優先ワークスペースです。 Claude…”Bluesky · Sep 15, 2026 · 2 likes
- @yug1224.com“複数のAIエージェントを並列で動かして自動で科学研究を進められるツールっぽい 自律的な実験ループを回すのに使えそう yug1224 starred alphaXiv/OpenResearch …”Bluesky · Sep 12, 2026 · 2 likes
- chenrui333/homebrew-tap“openresearch 0.2.23”GitHub · Nov 1, 2026 · 1 reactions
The biggest 5 of 34 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 34
Talked about on GitHub, Bluesky and Hacker News (34 times).
On GitHub · 22
- Oct 1, 2026[Fix] Trust system CAs for HTTPS downloads — forjedio/yerd2 reactions · 5 comments
- Nov 1, 2026openresearch 0.2.23 — chenrui333/homebrew-tap1 reaction · 1 comment
- Nov 5, 2026docs(README): add agent logos to the Support section — amirkiarafiei/subagent-cli-skills0 reactions
- Nov 3, 2026Assess alphaXiv and OpenResearch relevance to Delphi claim, evidence and provenance terms — fractastical/project-delphi-ontology0 reactions
- Oct 24, 2026[Resource]: OpenResearch — hesreallyhim/awesome-claude-code0 reactions · 1 comment
17 more on GitHub
- Oct 17, 2026openresearch: drop SSH readiness patch when upstream release ships fix — numtide/llm-agents.nix0 reactions
- Oct 17, 2026[Candidate] alphaxiv/openresearch/agent-skills/orx-feedback - orx-feedback — ProSkillsMD/proskills0 reactions · 1 comment
- Oct 16, 2026openresearch: drop fetchpatch when upstream release ships fixes — numtide/llm-agents.nix0 reactions · 1 comment
- Oct 15, 2026Record Codex MCP invocation evidence and explicit attribution gaps — native-agent-stack/native-agent-stack0 reactions
- Oct 3, 2026Currency wave W1: eight foundation pins to their latest clean upstream releases (mcporter held) — native-agent-stack/native-agent-stack0 reactions · 11 comments
- Sep 29, 2026Add OpenResearch — AppImage/appimage.github.io0 reactions · 1 comment
- Sep 28, 2026feat(repo): add OpenResearch review — euisuk-chung/euisuk-chung.github.io0 reactions
- Sep 18, 2026[项目笔记] OpenResearch — helloyikai86-droid/last30days-reports0 reactions
- Sep 18, 2026Github trending [alphaXiv/OpenResearch] 本地优先研究智能体工作空间 — web1992/github-trending0 reactions
- Sep 17, 2026Compare with OpenResearch — calkit/calkit0 reactions · 1 comment
- Sep 17, 2026📈 AI 开源趋势日报 2026-09-17 — 96loveslife/big_model_radar0 reactions
- Sep 16, 2026🔥 GitHub Trending AI 早报 · 2026-09-16 · Top 5 项目 — happydog-intj/ai-xiaohongshu-daily0 reactions
- Sep 16, 2026🔥 GitHub Trending AI 早报 · 2026-09-16 · Top 5 项目 — Mystery406/ai-xiaohongshu-daily0 reactions
- Sep 16, 2026Github trending [alphaXiv/OpenResearch] 本地优先研究智能体 — web1992/github-trending0 reactions
- Sep 15, 2026🔥 GitHub Trending AI 早报 · 2026-09-16 · Top 5 项目 — Mystery406/ai-xiaohongshu-daily0 reactions
- Sep 15, 2026🔥 GitHub Trending AI 早报 · 2026-09-16 · Top 5 项目 — happydog-intj/ai-xiaohongshu-daily0 reactions
- Sep 1, 2026sep 2026 — kimtth/azure-openai-llm-notes0 reactions
On Bluesky · 11
- Oct 29, 2026With OpenResearch, your work can remain yours, protected from the business interests of frontier labs. Try it today!… — @alphaxiv.org4 likes and reposts
- Sep 15, 2026今日のGitHubトレンド alphaXiv/OpenResearch OpenResearchは、AIエージェントによる自動研究のためのローカル優先ワークスペースです。 Claude… — @dailygithubtrends.bsky.social2 likes and reposts
- Sep 12, 2026複数のAIエージェントを並列で動かして自動で科学研究を進められるツールっぽい 自律的な実験ループを回すのに使えそう yug1224 starred alphaXiv/OpenResearch https://github.com/alphaXiv/OpenResearch — @yug1224.com2 likes and reposts
- Oct 15, 2026🔥 Hot Repo! 🔥 (100+ new stars) 📦 alphaXiv / OpenResearch ⭐ 7,244 (+114) 🗒 Rust Turn your coding agents into research agents — @github-trending-rs.bsky.social1 likes and repost
- Oct 14, 2026alphaXiv / OpenResearch: Turn your coding agents into research agents ★7138 https://github.com/alphaXiv/OpenResearch — @rusttrending.bsky.social1 likes and repost
6 more on Bluesky
- Sep 15, 2026🎉 Celebrating! 🎉 (500+ new stars) 📦 alphaXiv / OpenResearch ⭐ 2,981 (+593) 🗒 Rust Turn your coding agents into research agents — @github-trending.bsky.social1 likes and repost · 1 reply
- Sep 30, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 alphaXiv / OpenResearch ⭐ 6,200 (+280) 🗒 Rust Turn your coding agents into research agents — @github-trending-rs.bsky.social0 likes and reposts · 1 reply
- Sep 18, 2026🎉 Celebrating! 🎉 (500+ new stars) 📦 alphaXiv / OpenResearch ⭐ 5,254 (+638) 🗒 Rust Turn your coding agents into research agents — @github-trending-rs.bsky.social0 likes and reposts · 1 reply
- Sep 14, 2026🎉 Celebrating! 🎉 (500+ new stars) 📦 alphaXiv / OpenResearch ⭐ 2,383 (+566) 🗒 Rust Turn your coding agents into research agents — @github-trending-rs.bsky.social0 likes and reposts · 1 reply
- Sep 13, 2026公式GitHubを読むと、これは研究の方向ごとに隔離したGit作業領域を作り、複数エージェントで仮説・コード変更・実験・証拠確認を回せるローカル優先の作業基盤。 https://github.com/alphaXiv/OpenResearch… — @sara-echosphere.bsky.social0 likes and reposts · 1 reply
- Sep 11, 2026🚀 Skyrocketing! 🚀 (200+ new stars) 📦 alphaXiv / OpenResearch ⭐ 1,053 (+210) 🗒 Rust Run parallel research agents with any model — @github-trending.bsky.social0 likes and reposts · 1 reply
On Hacker News · 1
- Sep 30, 2026OpenResearch: A local-first workspace for research agents1 point
In this repository8 other files it gives its agents.
- AGENTS.mdAGENTS.md
- arc/agents.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- orx-accessibilitySkill
- orx-copySkill
- orx-lookSkill
- orx-testingSkill
- openresearch-cliSkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 4 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈4
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 30
A required step blocks; an optional one has Skip: Never make an optional step look required.
- Distinctive: line 37
Every sign-in, connection, install, permission or payment answers these before the user thinks to ask them:
- Distinctive: line 78
No dead ends: Every page a user can reach lets them do something there.
- Distinctive: line 96
A long transcript stays smooth: Only the visible window of messages is mounted, and nothing jumps when one grows.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill 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
Flows in OpenResearch
Before you build
- Name the user and the job. OpenResearch's users are researchers who already use a coding agent. Most have never heard of a harness, ACP,
orx-host, a worktree or the run engine. Write the job in their words ("run my training script on the lab's cluster"), never as the mechanism. Find the sibling and copy it. Nearly every new surface already has one. Copy its shape, and give any difference a reason the user would notice. A copy is never worse than its sibling, even where the sibling is flawed, and a new item joins every list that holds its siblings, last unless the list sorts.
Adding Copy a compute backend another backend's TargetTile,QuickSetupDialogandBackendDetailPageinui/src/components/SettingsPage.tsxan agent or model provider HarnessSetupDialog,AcpAuthDialog,LocalModelSetupa question, a name, a confirmation the dialog system (below) a setup step the nearest setup of the same kind: ui/src/components/Onboarding.tsxfor the first run, the backend and agent dialogs above for the resta status on an object StatusIndicator,Badge,StatusBadge- Walk it as a stranger, from the entry point (a tile, a menu item, a setup step) to the result. At each step write down the first question a newcomer would have. The screen answers it, or the step goes.
- Every surface it reaches is every place that shows the same thing or offers the same action. Find them by searching the code for the component, query or route the change touches, then add every kind of chat, the browser and each desktop webview, and a remote machine.
- When the right look or flow is unclear, build one version modelled on the nearest existing screen and name the alternative in the PR. Following the app is the default; improving the app's own patterns is separate work.
The onboarding and other setup
The onboarding is the few steps a new user sees on first opening the app (ui/src/components/Onboarding.tsx): what the first chat needs, then what is optional. A new step there needs the maintainers' yes. Every other setup window (a backend, an agent, a model, a remote machine) is an onboarding too, and follows the same rules.
- Ask when it's needed. Anything the first chat can start without waits for the moment it applies, and makes its case there.
- A required step blocks; an optional one has Skip. Never make an optional step look required.
- Warn instead of blocking, once per flow, at the action the warning concerns, and only when it applies.
- Back, a header click or closing the window mid-step lands on a step that still makes sense, never a half-finished state.
- Setup that belongs to one machine says which. Agents and their sign-ins are per machine, so a remote machine skips the first run but still sets up its own, and says so.
Asking for something
Every sign-in, connection, install, permission or payment answers these before the user thinks to ask them:
- What is it? In a few words, for someone who has never heard of it.
- Why would I want it? What it does for them in OpenResearch, today.
- I don't have one. Now what? How to get one, and how long it takes.
- What does it cost? Time, money, and what OpenResearch will read or send.
- Can I skip it? Yes or no, and what skipping loses.
A step that names the thing and offers a button answers none of them. orx-copy has the words.
Dialogs
There is one dialog system: useWorkspace().dialogs from ui/src/dialog.tsx. Never a raw <Dialog> for a question, form or flow, nor a native <dialog>, window.confirm, alert or prompt. A full-screen viewer or a drawer is the exception.
| Need | Call |
| yes or no | showConfirmDialog({ title, description, confirmLabel, cancelLabel, destructive, onConfirm, onCancel }) |
| one value | showTextDialog({ …, initialValue, validateInput }) |
| arbitrary content that closes itself | showFormDialog(title, render) |
| a form or a multi-step flow | showCustomDialog({ component, props, onConfirm, onCancel }); first check whether a wrapper already fits |
- Do the work in
onConfirm. While it runs, the dialog disables itself and shows a spinner. A throw keeps it open, shakes it and shows the error's message, so throw an error the user can read instead of closing and toasting. onCancel: "disable"makes a dialog that can't be dismissed: Escape and clicks outside do nothing. Use it when the user must answer, or when closing by accident would lose input. OnshowConfirmDialogandshowTextDialogit also removes Cancel and labels the button OK, so there it is an acknowledgement. A custom dialog under"disable"can still render its own button that calls thecancelprop.- Fit the dialog to what it shows. Its height follows its content, and every step asks for something.
- Confirm only what can't be undone or would lose work: deleting, abandoning a run, quitting with work running, overwriting. Name the consequence in the description. Routine, reversible actions get no dialog.
- Buttons name the action ("Quit", "Delete project"), never OK when a verb fits.
destructive: truegives a destructive action the danger style. When backing out is the safe choice,cancelLabelsays what backing out keeps. - Offer the fewest choices that do the job.
- Say what leaves the machine before it leaves. Publishing or sharing names what goes and where, in the dialog, before anything is sent.
- An editor guards unsaved edits on close.
Setup flows
- Setup opens where it's asked for. Whatever offers it (a tile, a menu item, an error's button) opens it in place, with its fields, its limits and a test that proves it works. Never a page that says to go set it up somewhere else.
- No terminal where a form or a progress bar works. A wait shows progress, anything the user would type or paste back gets a field, and the raw output stays collapsed beneath for when the happy path fails.
- Copy never promises UI that isn't there.
- Users pick models, not harnesses. What every row in a group shares goes once in the group's heading, never repeated on each row.
- Stay in the app. An in-app view beats a link that opens a browser tab.
Feedback, empty and error states
- Respond within a frame. A window opens at once and shows its progress (
Spinner,LoadingRow,ProgressBar). - No dead ends. Every page a user can reach lets them do something there. A page with nothing to show says what will appear and offers the action that fills it.
- Say why nothing happened. A button that can't act now is disabled with the reason nearby, or acts and explains. It never silently does nothing.
- Errors live on the object, next to the chat, run, host or field they concern, with the way forward.
showAlerttoasts are for events with no home; warnings and errors stay until closed, so keep them for what the user must see. - Nothing disappears silently. Blocked or unrenderable content leaves a visible trace: alt text, a plain link, "couldn't render". When a turn, a queued message or a run can't finish, show why and offer the next step.
- A view shows changes made elsewhere as they happen, by the CLI, an agent or another window, and never overwrites what the user is typing with them (arc/dashboard.md, "Live state").
- A reload or restart mid-action reopens on where that action stands, read back from the server, never on a blank form, a lost draft or a spinner with nothing behind it.
- Never show success over a degraded state, and never the previous item's data under the next item's name. A view that has lost its event stream says so (
OfflineBanner).
Opening things
- Anything that names something opens it: a sub-agent's message opens that sub-agent, a run card its logs, a reference what it points at.
- Open through
tabOpenGestureHandlers(ui/src/tabPreview.ts): a click previews in the reusable preview tab, and a double-click or Enter keeps it open, as files, runs and artifacts already do.
Chats
- Messages from orx and other agents go through
AgentMessageCard. A new kind of message extends it rather than drawing its own bubble. @adds context of any kind (files, papers, chats). What it adds is a chip that carries the reference as data: never paste its text, and never match a pattern back out of text.- A tool in the chat stays out of the way until it's used, and never slows a long chat down.
- A long transcript stays smooth. Only the visible window of messages is mounted, and nothing jumps when one grows.
Settings and menus
- Every setting has a visible effect, and its control fits the choice: a
Switchfor on and off,SEGMENTED_CLASS_NAME(ui/src/components/ui/Segmented.ts) for a few exclusive options, a menu for long lists. - A setting that implies an action takes it at once.
- A control appears only where it does something, and a remote workspace hides local-only settings rather than failing on them.
- Context menus hold only what applies to the thing clicked. Creation first, destruction last. Disable an item that would do nothing, rather than letting it end in an error.
Hide the machinery
Users see projects, chats, experiments, runs, papers and machines. Harnesses, ACP, orx-host, worktrees, leases, descriptors and the engine stay out of view, unless one tells two things apart or is the cause of an error the user has to act on.
Names and voice
Names, the onboarding's voice and public-facing prose are the maintainers' call. Propose them with options.
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.

