Docs.rs

LLM adapters for harness-rs — three protocol families via ApiKind::build(base_url, model, key): OpenAI-compatible, Anthropic Messages, Gemini native (Google Search grounding on by default). Plus embeddings, image, speech adapters and MockModel.

Rust agent framework based on harness-engineering principles (Lopopolo, Böckeler). Facade re-exporting the public surface of the harness-rs-* crates.

SQLite (FTS5 + trigram) backend for harness-rs cross-session recall. The only recall backend that pulls rusqlite; opt in when you want FTS-grade search.

Procedural macros for harness-rs: #[skill], #[tool], #[guide], #[sensor], #[hook]. agentskills.io-compliant registration via inventory.

Models what blocks an Android package from running on a target environment, plans a conservative fix, and refuses when correctness cannot be established.

The tools a harness-rs agent reaches for — files, shell (with background jobs), memory, skills, tasks, dates, browser, recall, sensors, and an MCP server — in one crate. Tools whose dependencies are heavy live in their own crates instead.

Built-in scalar, aggregate, and window functions

Core traits and types for the harness-rs agent framework: Model, Tool, Guide, Sensor, Hook, Compactor, Skill, plus Context, World, Block, Event, FixPatch and 29 lifecycle events.

Default World runtime (Tokio process runner, system clock, in-memory KV) and Context helpers for harness-rs.

SQL abstract syntax tree node types

Conflict analytics and observability infrastructure for FrankenSQLite MVCC

Fast FITS file I/O, WCS transforms, and a CLI (info / header / fpack / funpack)

A minimal, local-first markdown notes TUI over plain files

Curves, surfaces and B-reps to triangles under an explicit tolerance.

Terminal security - catches homograph attacks, pipe-to-shell, ANSI injection