Honey v1.3.1 packages the current multi-tool skill, reproducible benchmark harness, ESON handoff format, and corrected paired per-task reporting.
Benchmark snapshot
- 29% lower median output across the 23-task mixed suite
- Up to 70% lower output in focused review workflows
- 100% objective test pass rate
- No measurable overall quality loss
- 100% accessibility pass rate on user-facing tasks
- 100% lossless recovery in agent handoffs
These results describe different task groups, not one universal saving. Honey does not claim hidden-reasoning reductions or proven dollar savings from this sample.
What is included
- Rules and installers for Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenClaw, Kiro, Kilo Code, and Hermes Agent
- Three separate levers for less code, less filler, and compact lossless agent handoffs
- Safety carve-outs for validation, error handling, auth, accessibility, irreversible work, and explicit requirements
- ESON tooling and reproducible format benchmarks
- Public methodology, raw results, and corrections
Honey is an open-source GreenPT product under the MIT license.
Read the method and reproduce the benchmark: https://github.com/Green-PT/honey-for-devs