UTK Knowledge Bundle
Open Knowledge Format bundle for the Universal Token Killer project — features, competition, research, techniques, and gap analysis.
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About
# UTK Knowledge Bundle
An [Open Knowledge Format](https://github.com/GoogleCloudPlatform/knowledge-catalog/blob/main/okf/SPEC.md) (OKF v0.1) bundle. Each concept is a Markdown file with YAML frontmatter; directories carry an `index.md` for progressive disclosure and a `log.md` for change history. See [authoring-okf.md](/authoring-okf.md) to add or edit docs.
## Areas
* [Competition](/competition/)
* [Features](/features/)
* [Research](/research/)
* [Techniques](/techniques/) - The map over UTK’s token-optimization technique tree: prompt compression, model routing, output compression, and tool-schema reduction are complementary sinks, not substitutes.
## Documents
* [Authoring the OKF Knowledge Bundle](/authoring-okf.md) - How to add and edit docs so the docs/ bundle stays conformant with the Open Knowledge Format (OKF v0.1).
* [Optimization vs. Competitor Gap Analysis](/gaps.md) - A synthesis layer over the two existing competitive docs, answering one question they do not answer d
Details
- Kind
- OKF bundles
- Topic
- Files & documents
- Publisher
- tyler-r-kendrick
- Origin
- okf_github
- Category
- dados
- Version
- 0.1
- Added
- 2026-09-08 22:07:22
- Updated
- 2026-09-08 22:07:22
- Origin id
Tyler-R-Kendrick/universal-token-killer:docs/index.md