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ARA-LabsARA-LabsOfficial·7 Agent Skills Included

Agent-Native-Research-Artifact

Make AI-run research structured, verifiable, and fully traceable

Captures AI-driven research into structured artifacts with claims, experiments, evidence, and exploration trees. Eliminates scattered logs, overwritten code, and undocumented dead ends that make agent research impossible to audit. Compiles papers and repos into verifiable artifacts, reviews their rigor, visualizes trajectories, and publishes them as shareable links.
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npx skills add ARA-Labs/Agent-Native-Research-Artifact --all -g -y

All Skills in This Repository (7)

Pure Emerald Level Indicators
📦 In Repo
ARA-LabsARA-Labs

submit-ara

Compile research directories into Agent-Native Research Artifacts and publish them to GitHub.

Official
Advanced
📦 In Repo
ARA-LabsARA-Labs

research-foresight

Analyze research artifacts locally and answer questions grounded in their native files.

Official
Advanced
📦 In Repo
ARA-LabsARA-Labs

research-manager

Record research events with classification and provenance tags.

Official
Advanced
📦 In Repo
ARA-LabsARA-Labs

compiler

Convert research inputs into machine-executable knowledge packages with Python.

Official
Advanced
📦 In Repo
ARA-LabsARA-Labs

research-visualizer

Convert Agent-Native Research Artifacts into interactive HTML files.

Official
Advanced
📦 In Repo
ARA-LabsARA-Labs

rigor-reviewer

Evaluate research artifacts across six epistemic quality dimensions.

Official
Advanced
📦 In Repo
ARA-LabsARA-Labs

research-fuzzer

Tracks open-ended investigations with an append-only notebook of predictions, outcomes, and coverage readings.

Official
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install Agent-Native-Research-Artifact?▼

Run `npx skills add ARA-Labs/Agent-Native-Research-Artifact --all -g -y` in your terminal to install all seven research skills globally.

What problem does ARA solve for AI research?▼

It forces AI agents to record experiments, decisions, and dead ends in a structured artifact, so you can verify and trust their research without reading thousands of lines of terminal output.

Can ARA turn an existing paper or repo into a structured artifact?▼

Yes. The compiler skill converts PDFs, repositories, logs, or notes into a complete artifact with claims, evidence, and an exploration tree.

Does ARA work with Claude Code and Cursor?▼

Yes. All skills follow the open Agent Skills standard and run in Claude Code, Codex, Cursor, GitHub Copilot, and other compatible agents.

Can I share research artifacts with other people's agents?▼

Yes. The submit-ara and context-drop skills publish artifacts or folders as simple links that any agent can fetch and read directly.

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