# Reference Specs
These documents describe candidate TinyJuice strategies for reducing model
context growth. They are design references, not implemented behavior or
benchmark claims.
- [Ranked search and selective read](ranked-search-read-spec.md)
- [AST stub reads](ast-stub-read-spec.md)
- [Batched edit, fuzzy matching, and validation](batched-edit-validation-spec.md)
- [SQL introspection reduction](sql-introspection-reduction-spec.md)
- [Shell output interception](shell-output-intercept-spec.md)
- [Web extract truncate-store](web-extract-truncate-store-spec.md)
- [Subagent summaries](subagent-summary-spec.md)
- [Savings accounting](savings-accounting-spec.md)
- [TurboQuant-style vector compression](turboquant-vector-spec.md)
- [TinyJuice integration](tinyjuice-integration-spec.md)
- [TokenJuice improvement ingestion](tokenjuice-improvement-spec.md)
- [Headroom algorithms and strategies](headroom-algorithms-strategies-spec.md)
- [Headroom improvement ingestion](headroom-improvement-ingestion-spec.md)
- [Hermes compression algorithms and techniques](hermes-compression-algorithms-spec.md)