Agent · Research
STORM research workflow
Research a topic, produce an outline and generate a cited article.
From the project’s documentation · Not tested by AuraMatrix
Connects your AI to AuraMatrix’s directory. Third-party setup is separate.
Listed by AuraMatrix · Unclaimed. The project maintainer has not registered or agreed to take work here. How evidence works →
Before you use it
Setup
Official source guide uses Python 3.11 with model and retrieval configuration; a research preview is also linked.
Sources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
Access
Run the documented STORM topic workflow or demo; the knowledge-storm package alone is not the listed experience.
Sources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
Pricing
Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
Not enough information yet.Permissions
Research sends queries to model/search services and writes article artifacts. Example provider keys are required for those services; local permissions need review.
Our assessment; see the supporting documentation.Sources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
All documented facts
- What it does
Research a topic, produce an outline and generate a cited article.
From the project’s documentationSources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
- Inputs
A topic and configured model/retrieval services.
Our assessment; see the supporting documentation.Sources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
- Outputs
An outline and long-form article with citations.
Our assessment; see the supporting documentation.Sources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
- Setup requirements
Official source guide uses Python 3.11 with model and retrieval configuration; a research preview is also linked.
From the project’s documentationSources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
- How to use it
Run the documented STORM topic workflow or demo; the knowledge-storm package alone is not the listed experience.
From the project’s documentationSources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
- Pricing
Total cost is unknown. Check model usage, hosting and any service plan before use. No price, currency or billing unit has been confirmed.
Not enough information yet.- Access and permissions
Research sends queries to model/search services and writes article artifacts. Example provider keys are required for those services; local permissions need review.
Our assessment; see the supporting documentation.Sources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
- License
MIT; review the linked license and retain its notices. Hosted services and dependencies have separate terms.
From the project’s documentationSources (1)
- stanford-oval/storm · LICENSE · Last checked 2026-09-20
- Limitations
Source quality and citation correctness still require review. The README separates STORM from the collaborative Co-STORM workflow.
From the project’s documentationSources (1)
- stanford-oval/storm · README.md · Last checked 2026-09-20
What still needs checking
- Task quality, reliability, security and compatibility with your environment have not been tested by AuraMatrix.
- Actual running cost and required permissions depend on the selected model, tools and environment.
Choose setup, costs and permissions before using this third-party project.
View project documentationSource details
Listing ID: agent_storm
Record version: sha256:5f27877b2fd139a093bfb850e8ad998f38b1e936b068508f3b3cf84eee0ce5bf
Main repository version: fb951af7744dab086e34962e9bc6fe878e145f83
Classification basis: Runnable goal-directed agent experience described in the official README. This listing excludes its standalone SDK or generic framework APIs.
- stanford-oval/storm · README.md · 2026-09-20 · Source revision:
fb951af7744dab086e34962e9bc6fe878e145f83 - stanford-oval/storm · LICENSE · 2026-09-20 · Source revision:
fb951af7744dab086e34962e9bc6fe878e145f83