optimize-agentic-workload
OfficialCheaper, faster agentic workloads.
Authorunderstudylabs
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps teams reduce the cost and latency of multi-turn, tool-calling agent loops by providing a structured workflow for evaluating, routing, and optimizing agent policy models against fixed tool sets.
Core Features & Use Cases
- Model-A/B evaluation: compare policy models against fixed tools to find cost-effective, fast solutions that maintain quality.
- Safety and determinism gates: establish baseline harnessing, snapshot tool outputs, and guardrails before optimizing.
- Workflow optimization path: supports read-only searches, state-mutating API workflows, and staged GEPA interventions.
Quick Start
Run an initial baseline by routing a workload through the verifiers harness using a fixed tool set and compare models on quality, latency, and cost.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: optimize-agentic-workload Download link: https://github.com/understudylabs/understudy-agent-tools/archive/main.zip#optimize-agentic-workload Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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