agent-orchestration-multi-agent-optimize

Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.

1.15x

Quality

47%

Does it follow best practices?

Impact

97%

1.15x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/agent-orchestration-multi-agent-optimize/SKILL.md

Evaluation results

100%

27%

Coordinated Agent Optimization System

Multi-agent orchestrator implementation

Criteria

Without context

With context

ThreadPoolExecutor usage

100%

Futures-based dispatch

100%

PriorityQueue scheduling

100%

PerformanceTracker component

100%

Minimal inter-agent overhead

100%

Incremental deployment plan

100%

Regression testing requirement

100%

Rollback support

100%

Gradual rollout strategy

100%

Before/after measurement

50%

100%

98%

LLM Cost Reduction for a Multi-Agent Customer Support Platform

Cost-aware adaptive model selection

Criteria

Without context

With context

Monthly token budget

40%

100%

Token usage tracking

100%

Per-model cost map

100%

Includes haiku-class model

100%

Complexity-based model selection

100%

Budget enforcement

80%

100%

Result caching

100%

Incremental cost controls

100%

Before/after cost measurement

100%

Regression test for output quality

70%

80%

93%

Diagnosing and Improving a Slow E-Commerce Agent Pipeline

Baseline profiling and incremental optimization workflow

Criteria

Without context

With context

Baseline metrics first

100%

Database profiling agent

100%

Application profiling agent

100%

Frontend profiling agent

100%

Context compression

100%

Semantic truncation pattern

37%

100%

Incremental change plan

100%

After-optimization measurement

100%

Rollback mechanism

100%

Fault tolerance

50%

12%

Performance target defined

100%

Repository: haniakrim21/everything-claude-code
Commit: ae2cadd

Evaluated: about 1 month ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Coordinated Agent Optimization System LLM Cost Reduction for a Multi-Agent Customer Support Platform Diagnosing and Improving a Slow E-Commerce Agent Pipeline

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