⏳ This skill is pending AI review.
Scores will appear once the review pipeline completes.
orx-feedback
Report product feedback about OpenResearch itself with `orx feedback`. Use when the user expresses frustration with an OpenResearch feature or bug, says a feature would be nice to have, or you hit a meaningful limitation or bug in the orx CLI, the agent harness, or the app. Not for research results, the user's own code, or minor nits.
Choose how to use this skill
You do not need every option. Choose the path your AI client supports. The stable page stays the same; versioned files are immutable.
1. Native installer
This listing has no registered native installer command. Use the complete package or source fallback below, depending on what your client supports.
Do not guess an installer command or replace an existing version without reviewing the diff.
2. Complete package recommended
Download the ZIP when available. It includes SKILL.md plus the references, security notes and version metadata.
No complete ProSkills package is published for this listing yet.3. Prompt-only
Copy the prompt above when the agent can read the stable page or when you want to adopt the workflow without installing a skill.
Need only the instruction file?
Download SKILL.md only if your client requires a single file. The complete ZIP is safer for a full installation because it preserves the references and release context.
No path installs or executes anything by itself. Your agent still needs access to the project files. Before updating, compare the installed version and review the diff.
// RATINGS
Not yet listed on ClawHub or SkillsMP
// README
The local-first harness & workspace for research agents.
Get started
We recommend using the OpenResearch desktop app. Download it for your platform:
- macOS
- Windows (Beta)
- Linux: x86_64 · ARM64
curl -LsSf https://openresearch.sh/install.sh | sh
orx up
orx up opens the local dashboard at http://127.0.0.1:4791.
On a managed Mac, device-management policies may block the CLI installed by
install.sh because it is not yet signed. Use the signed and notarized desktop
app instead. You can also install orx for your terminal from the app's
Settings → Updates → Install the orx command.
Create an account at openresearch.sh to receive email updates and use managed OpenResearch compute.
How it works
Use your favorite coding agent. OpenResearch works natively with Claude Code, Codex, OpenCode, Cursor, and Google Antigravity. You can also use a local model with OpenCode through LM Studio, oMLX, Ollama, or a custom endpoint.
Ground research hypotheses in the latest literature. OpenResearch integrates with alphaXiv, bioRxiv, and PubMed so agents can find relevant papers, develop informed hypotheses, and connect their experiments to existing research.
Choose your compute. Run experiments locally or use SSH, Slurm, Kubernetes, Modal, Tinker, Ray, Hugging Face Jobs, and managed OpenResearch compute.
Give agents a memory of every experiment. OpenResearch records every experiment in a local SQL database and keeps its logs, code, and artifacts on your machine so that agents can learn from past results and decide what to try next. The desktop app makes it easy to see what your agents have done and inspect the evidence behind each result.
Keep and own your research. Run entirely locally. We don't collect your code or agent traces. Your projects, conversations, experiments, logs, and artifacts stay on your machine, under your control.
Usage analytics
Official release builds send opt-out, coarse product analytics events and detailed agent feedback in the background tied to a random installation ID. Your code, prompts, file contents or paths, repository names, tokens, emails, or project and experiment identifiers are not collected. Anonymized token/message counts are used to identify which models are being used across OpenResearch and can be seen at https://openresearch.sh/rankings. Feedback reports from the agent are sent for bug reports, feature requests, and general frustrations about OpenResearch. Agents are instructed to sanitize reports to
// HOW IT'S BUILT
KEY FILES