agent-v3-integration-architect

Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect

4.42x

Quality

Does it follow best practices?

Impact

93%

4.42x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

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npx tessl skill review --optimize ./.agents/skills/agent-v3-integration-architect/SKILL.md

Evaluation results

100%

96%

Agent Framework Modernization: Core Adapter Layer

ClaudeFlowAgent adapter & SONA/Flash Attention integration

Criteria

Without context

With context

agentic-flow import

100%

Extends AgenticFlowAgent

100%

executeWithSONA task handler

100%

legacyCompatibilityLayer method

50%

100%

All 5 SONA modes

100%

SONA setMode call

100%

configureAdaptationRate call

100%

Flash Attention API call

100%

Flash Attention speedup target

100%

Flash Attention memory reduction

100%

Flash Attention mechanisms

100%

95%

41%

Orchestration Framework Consolidation

Three-phase migration plan & backward-compatible code reduction

Criteria

Without context

With context

Three distinct phases

100%

AgenticFlowAdapter class

50%

100%

migrateSwarmCoordination method

37%

migrateAgentManagement method

100%

Task graph migration

100%

Session migration

50%

100%

Removes SwarmCoordinator.ts

100%

Removes AgentManager.ts

100%

Removes TaskScheduler.ts

50%

100%

Code reduction target

100%

Dual operation stage

100%

validateFullParity before deprecation

100%

84%

78%

Shared Intelligence Layer for Multi-Agent Platform

AgentDB cross-agent memory & MCP tools/hooks integration

Criteria

Without context

With context

HNSW index type

30%

100%

1536 dimensions

100%

Speedup target reference

100%

enableCrossAgentSharing call

100%

MCP getAvailableTools call

100%

213 tools reference

100%

registerClaudeFlowSpecificTools call

hooks.getTypes call

100%

19 hook types reference

100%

configureClaudeFlowHooks call

RL training via agenticFlow.rl.train

100%

At least 3 named RL algorithms

50%

100%

Repository: ruvnet/claude-flow
Commit: f547cec

Evaluated: 26 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Agent Framework Modernization: Core Adapter Layer Orchestration Framework Consolidation Shared Intelligence Layer for Multi-Agent Platform

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