feat: add Methodology & Results and How Attention Works tabs

fix: comprehensive readability overrides for labels, code blocks, prose and evicted tokens

fix: explicit high-contrast styling for Gradio inputs and textareas in dark mode

fix: make custom text in Gradio app completely robust for any text length

docs: update app.py references to use O(1) decode-step attention and constant-time formulations

fix: remove outdated sdk_version to let Hugging Face use latest Gradio 5.x, resolving huggingface_hub import error

fix: wrap python_version in double quotes to prevent YAML float parsing as 3.1

fix: set python_version: 3.10 in Spaces frontmatter to bypass Python 3.13 audioop removal crash

docs: add Hugging Face frontmatter, set research paper title, clarify O(1) decode steps, and sync LLaMA perplexity results

fix: resolve budget 256 eviction anomaly by implementing robust proportional split-budget boosting

deploy: add Gradio app, requirements.txt, and GitHub publish actions CI/CD

fix: change ProactiveCachePress to inherit from ScorerPress for KVPress compatibility

fix: add python 3.13 pipes compatibility shim to press.py

feat: initial release of proactive-cache v0.1.0