synthesize-task

What problem does it solve?

Synthesize a new general-agent task family that reliably grows in difficulty across tiers while maintaining measurable, empirical pass-rate control.

Core Features & Use Cases

• Task Family Generation: Build a tiered sequence of tasks (tier 0 → tier N) where each higher tier is a strict superset of the previous one.
• Semantic Verification Requirements: Enforce a required verify(db) -> float function so success is judged by semantic correctness rather than matching a single gold path.
• Difficulty Gating with Pass-Rate Measurement: Use empirical rollouts (exactly 20 for tier seeding, 20 per tier) to ensure each tier lands in the intended difficulty band.

Quick Start

Run the general-agent synthesis workflow described in this skill to create a new task family under environments/general_agent/tasks/ and iteratively validate its tier difficulty using the required evaluation gates.