Terms of Service

Version 1.1 · March 2026

1. Acceptance of Terms

By using the swik API or website — including anonymous access, account registration, or community contribution — you agree to this Agreement. If you do not agree, do not use the Service.


2. What swik Is (and Isn't)

⚠ NOT FINANCIAL ADVICE. swik returns catalog-augmented sentiment signals — direction, magnitude, relevance, and confidence — for financial headlines. These are generated by combining a base language model with a community-maintained catalog of asset-specific phrase interpretations. They are informational outputs only. They have no validated predictive accuracy. They are not investment advice, financial recommendations, or a substitute for professional judgment. Do not use swik output as the sole or primary basis for any financial decision.

How inference works: swik uses a two-layer approach. A base language model provides an initial sentiment reading; the swik inversion catalog then applies asset-specific phrase context to correct or refine that reading for the security you specified. The catalog is community-built and still growing — entries vary in how thoroughly they have been validated.

swik is a research and data tool. Any action you take based on its output is entirely your own responsibility.


3. Permitted Use

You may use swik for:

  • Personal use — available to all users, including anonymous.
  • Academic or non-commercial research — available to all users; please cite swik where appropriate.
  • High-volume or commercial use — requires prior agreement with swik. There is no self-serve paid tier at this time. Contact swik directly if you need more than 100 requests/day or intend to use the Service commercially.

4. Prohibited Use

You may not:

  • Resell or redistribute raw API output as a standalone data product, feed, or service.
  • Scrape or bulk-harvest endpoints beyond your agreed rate limits.
  • Automate account creation or share credentials to circumvent rate limits.
  • Use the Service to manipulate markets, spread misinformation, or engage in any unlawful activity.
  • Attempt to reverse-engineer, probe, or disrupt swik's infrastructure or inference layer.

5. API Access and Rate Limits

Tier Limit Commercial Use
Anonymous100 requests / dayNo
Registered (free)100 requests / dayNo
High-volume / commercialBy agreementBy agreement

Exceeding rate limits or misusing access may result in throttling or account suspension. To discuss higher-volume access, contact swik directly.


6. Your Contributions and the Open Catalog

When you submit labels, inversion hypotheses, phrase annotations, or any other contribution through swik's community features:

  • You grant swik a perpetual, worldwide, royalty-free licence to store, use, publish, and incorporate those contributions into the Service and its datasets.
  • Your contributions become part of the swik inversion catalog, released publicly under Creative Commons Attribution 4.0 (CC BY 4.0) and available on GitHub and HuggingFace.
  • The catalog remains open and publicly available regardless of what happens to the swik platform.
  • You confirm you have the right to submit the content and that it does not infringe any third-party rights.
  • Contributions cannot be withdrawn once incorporated into the catalog.

7. Data and Privacy

swik collects the minimum data needed to operate the Service — including API request logs, account details, and usage analytics. This data is used to run and improve the Service, enforce these terms, and (in aggregated or anonymised form) to develop and fine-tune machine learning models. swik will not sell your personal data to third parties. For full details, see the swik Privacy Policy at swik.io/privacy.


8. No Warranty

The Service is provided "as is" without warranty of any kind. swik makes no guarantees about the accuracy, completeness, timeliness, or fitness of sentiment outputs for any purpose. The inversion catalog is community-maintained and may contain errors, gaps, or unvalidated entries. Use outputs critically and alongside other sources.


9. Limitation of Liability

To the maximum extent permitted by applicable law, swik's total liability to you for any claim arising from use of the Service is limited to the amount you paid in the three months preceding the claim (or €10, whichever is greater). swik is not liable for indirect, incidental, or consequential damages, including any financial losses arising from reliance on API output.


10. Account Termination

swik may suspend or terminate your account if you violate these terms, abuse the Service, or engage in fraudulent or manipulative activity (including catalog pollution). You may close your account at any time by contacting swik. On termination, your access ends immediately; contributions already incorporated into the open catalog remain under CC BY 4.0.


11. Changes to These Terms

swik may update these terms from time to time. If the changes are material, registered users will receive notice by email at least 14 days before they take effect. Continued use after that date constitutes acceptance. The current version is always at swik.io/terms.


12. Governing Law

This Agreement is governed by the laws of the Federal Republic of Germany, with exclusive jurisdiction in the courts of Munich. Any disputes will be resolved in the courts of the Federal Republic of Germany, with exclusive jurisdiction in the courts of Munich, unless applicable consumer law provides otherwise.


13. Contact

Questions about these terms or high-volume access? Email: legal@swik.io


swik · swik.io · Version 1.1 · March 2026