tokenfold-core 0.5.0

Token-aware compression for LLM payloads: shrink JSON tool-call bodies, command output, and diffs with exact tiktoken accounting and a typed safety report.
Documentation

tokenfold-core

Provider-neutral compression engine used by every Tokenfold binding and transport.

use tokenfold_core::{CompressionInput, Preset, CompressionPolicy, compress};

let input = CompressionInput::json(br#"{ "items": [1, 2, 3] }"#.to_vec());
let policy = CompressionPolicy::builder()
    .preset(Preset::Balanced)
    .build()?;
let output = compress(input, &policy)?;
# Ok::<(), tokenfold_core::TokenFoldError>(())

Run the complete example with cargo run -p tokenfold-core --example quickstart.

Safety contract

  • Secret redaction runs first and cannot be disabled through the normal transform list.
  • System messages, the latest user message, and structural diff lines are protected where applicable; a transform that violates a protected segment is rolled back.
  • Every transform is rejected if it increases estimated tokens or exceeds its preset ratio cap.
  • Reports disclose estimator provenance and best-effort/unreachable budget outcomes.
  • Lossy JSON pruning is opt-in, requires durable retrieval, and publishes a marker only after the removed value is stored. Do not send preview bytes to a model.

CompressionReport is the compatibility-sensitive receipt for these decisions. Its canonical v2 fixture and JSON Schema live under tests/fixtures/compression_report_v2*.