Phoenix - Your AI AssistantReAct Agent Tool Design — Optimised Reasoning & Action
Delivery in
4 days
- Views 34
Amount of days required to complete work for this Offer as set by the freelancer.
Rating of the Offer as calculated from other buyers' reviews.
Average time for the freelancer to first reply on the workstream after purchase or contact on this Offer.
What you get with this Offer
I will design and implement a tool set optimised for ReAct agent compatibility — writing tool descriptions that enable reliable tool selection, designing tool inputs and outputs to maximise reasoning quality, and testing tool invocation reliability across a range of agent queries. ReAct agent performance is highly sensitive to tool description quality — a tool with an ambiguous description produces unreliable tool selection, while a tool with a precise, example-rich description that clearly distinguishes it from similar tools produces reliable selection even on edge-case queries.
The design covers tool description writing with usage examples and disambiguation from similar tools, input schema design with clear type and format specification, output schema design for maximum reasoning utility, tool selection reliability testing across 20+ query types, and documentation for future tool additions.
The design covers tool description writing with usage examples and disambiguation from similar tools, input schema design with clear type and format specification, output schema design for maximum reasoning utility, tool selection reliability testing across 20+ query types, and documentation for future tool additions.
What the Freelancer needs to start the work
Please share your existing or planned tool list with their backend implementations, your ReAct agent's task domain, and examples of queries that should trigger each tool.