v3-integration-deep

Name: v3-integration-deep
Author: spencermarx

301stars24forks

How to install v3-integration-deep?

spencermarx/open-code-review/v3-integration-deep

$npx -y skills add spencermarx/open-code-review --skill v3-integration-deep

Installs into the current project.

Summary

Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.

Files · 1

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SKILL.md

1	# V3 Deep Integration
2
3	## What This Skill Does
4
5	Transforms claude-flow from parallel implementation to specialized extension of agentic-flow@alpha, eliminating massive code duplication while achieving performance improvements and feature parity.
6
7	## Quick Start
8
9	```bash
10	# Initialize deep integration
11	Task("Integration architecture", "Design agentic-flow@alpha adapter layer", "v3-integration-architect")
12
13	# Feature integration (parallel)
14	Task("SONA integration", "Integrate 5 SONA learning modes", "v3-integration-architect")
15	Task("Flash Attention", "Implement 2.49x-7.47x speedup", "v3-integration-architect")
16	Task("AgentDB coordination", "Setup 150x-12,500x search", "v3-integration-architect")
17	```
18
19	## Code Deduplication Strategy
20
21	### Current Overlap → Integration
22	```
23	┌─────────────────────────────────────────┐
24	│ claude-flow agentic-flow │
25	├─────────────────────────────────────────┤
26	│ SwarmCoordinator → Swarm System │ 80% overlap (eliminate)
27	│ AgentManager → Agent Lifecycle │ 70% overlap (eliminate)
28	│ TaskScheduler → Task Execution │ 60% overlap (eliminate)
29	│ SessionManager → Session Mgmt │ 50% overlap (eliminate)
30	└─────────────────────────────────────────┘
31
32	TARGET: <5,000 lines (vs 15,000+ currently)
33	```
34
35	## agentic-flow@alpha Feature Integration
36
37	### SONA Learning Modes
38	```typescript
39	class SONAIntegration {
40	async initializeMode(mode: SONAMode): Promise<void> {
41	switch(mode) {
42	case 'real-time': // ~0.05ms adaptation
43	case 'balanced': // general purpose
44	case 'research': // deep exploration
45	case 'edge': // resource-constrained
46	case 'batch': // high-throughput
47	}
48	await this.agenticFlow.sona.setMode(mode);
49	}
50	}
51	```
52
53	### Flash Attention Integration
54	```typescript
55	class FlashAttentionIntegration {
56	async optimizeAttention(): Promise<AttentionResult> {
57	return this.agenticFlow.attention.flashAttention({
58	speedupTarget: '2.49x-7.47x',
59	memoryReduction: '50-75%',
60	mechanisms: ['multi-head', 'linear', 'local', 'global']
61	});
62	}
63	}
64	```
65
66	### AgentDB Coordination
67	```typescript
68	class AgentDBIntegration {
69	async setupCrossAgentMemory(): Promise<void> {
70	await this.agentdb.enableCrossAgentSharing({
71	indexType: 'HNSW',
72	speedupTarget: '150x-12500x',
73	dimensions: 1536
74	});
75	}
76	}
77	```
78
79	### MCP Tools Integration
80	```typescript
81	class MCPToolsIntegration {
82	async integrateBuiltinTools(): Promise<void> {
83	// Leverage 213 pre-built tools
84	const tools = await this.agenticFlow.mcp.getAvailableTools();
85	await this.registerClaudeFlowSpecificTools(tools);
86
87	// Use 19 hook types
88	const hookTypes = await this.agenticFlow.hooks.getTypes();
89	await this.configureClaudeFlowHooks(hookTypes);
90	}
91	}
92	```
93
94	## Migration Implementation
95
96	### Phase 1: Adapter Layer
97	```typescript
98	import { Agent as AgenticFlowAgent } from 'agentic-flow@alpha';
99
100	export class ClaudeFlowAgent extends AgenticFlowAgent {
101	async handleClaudeFlowTask(task: ClaudeTask): Promise<TaskResult> {
102	return this.executeWithSONA(task);
103	}
104
105	// Backward compatibility
106	async legacyCompatibilityLayer(oldAPI: any): Promise<any> {
107	return this.adaptToNewAPI(oldAPI);
108	}
109	}
110	```
111
112	### Phase 2: System Migration
113	```typescript
114	class SystemMigration {
115	async migrateSwarmCoordination(): Promise<void> {
116	// Replace SwarmCoordinator (800+ lines) with agentic-flow Swarm
117	const swarmConfig = await this.extractSwarmConfig();
118	await this.agenticFlow.swarm.initialize(swarmConfig);
119	}
120
121	async migrateAgentManagement(): Promise<void> {
122	// Replace AgentManager (1,736+ lines) with agentic-flow lifecycle
123	const agents = await this.extractActiveAgents();
124	for (const agent of agents) {
125	await this.agenticFlow.agent.create(agent);
126	}
127	}
128
129	async migrateTaskExecution(): Promise<void> {
130	// Replace TaskScheduler with agentic-flow task graph
131	const tasks = await this.extractTasks();
132	await this.agenticFlow.task.executeGraph(this.buildTaskGraph(tasks));
133	}
134	}
135	```
136
137	### Phase 3: Cleanup
138	```typescript
139	class CodeCleanup {
140	async removeDeprecatedCode(): Promise<void> {
141	// Remove massive duplicate implementations
142	await this.removeFile('src/core/SwarmCoordinator.ts'); // 800+ lines
143	await this.removeFile('src/agents/AgentManager.ts'); // 1,736+ lines
144	await this.removeFile('src/task/TaskScheduler.ts'); // 500+ lines
145
146	// Total reduction: 10,000+ → <5,000 lines
147	}
148	}
149	```
150
151	## RL Algorithm Integration
152
153	```typescript
154	class RLIntegration {
155	algorithms = [
156	'PPO', 'DQN', 'A2C', 'MCTS', 'Q-Learning',
157	'SARSA', 'Actor-Critic', 'Decision-Transformer'
158	];
159
160	async optimizeAgentBehavior(): Promise<void> {
161	for (const algorithm of this.algorithms) {

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v3-integration-deep

301stars24forks

View on GitHub

How to install v3-integration-deep?

spencermarx/open-code-review/v3-integration-deep

$npx -y skills add spencermarx/open-code-review --skill v3-integration-deep

Installs into the current project.

Summary

Deep agentic-flow@alpha integration implementing ADR-001. Eliminates 10,000+ duplicate lines by building claude-flow as specialized extension rather than parallel implementation.

Files · 1

View on GitHub

SKILL.md

1	# V3 Deep Integration
2
3	## What This Skill Does
4
5	Transforms claude-flow from parallel implementation to specialized extension of agentic-flow@alpha, eliminating massive code duplication while achieving performance improvements and feature parity.
6
7	## Quick Start
8
9	```bash
10	# Initialize deep integration
11	Task("Integration architecture", "Design agentic-flow@alpha adapter layer", "v3-integration-architect")
12
13	# Feature integration (parallel)
14	Task("SONA integration", "Integrate 5 SONA learning modes", "v3-integration-architect")
15	Task("Flash Attention", "Implement 2.49x-7.47x speedup", "v3-integration-architect")
16	Task("AgentDB coordination", "Setup 150x-12,500x search", "v3-integration-architect")
17	```
18
19	## Code Deduplication Strategy
20
21	### Current Overlap → Integration
22	```
23	┌─────────────────────────────────────────┐
24	│ claude-flow agentic-flow │
25	├─────────────────────────────────────────┤
26	│ SwarmCoordinator → Swarm System │ 80% overlap (eliminate)
27	│ AgentManager → Agent Lifecycle │ 70% overlap (eliminate)
28	│ TaskScheduler → Task Execution │ 60% overlap (eliminate)
29	│ SessionManager → Session Mgmt │ 50% overlap (eliminate)
30	└─────────────────────────────────────────┘
31
32	TARGET: <5,000 lines (vs 15,000+ currently)
33	```
34
35	## agentic-flow@alpha Feature Integration
36
37	### SONA Learning Modes
38	```typescript
39	class SONAIntegration {
40	async initializeMode(mode: SONAMode): Promise<void> {
41	switch(mode) {
42	case 'real-time': // ~0.05ms adaptation
43	case 'balanced': // general purpose
44	case 'research': // deep exploration
45	case 'edge': // resource-constrained
46	case 'batch': // high-throughput
47	}
48	await this.agenticFlow.sona.setMode(mode);
49	}
50	}
51	```
52
53	### Flash Attention Integration
54	```typescript
55	class FlashAttentionIntegration {
56	async optimizeAttention(): Promise<AttentionResult> {
57	return this.agenticFlow.attention.flashAttention({
58	speedupTarget: '2.49x-7.47x',
59	memoryReduction: '50-75%',
60	mechanisms: ['multi-head', 'linear', 'local', 'global']
61	});
62	}
63	}
64	```
65
66	### AgentDB Coordination
67	```typescript
68	class AgentDBIntegration {
69	async setupCrossAgentMemory(): Promise<void> {
70	await this.agentdb.enableCrossAgentSharing({
71	indexType: 'HNSW',
72	speedupTarget: '150x-12500x',
73	dimensions: 1536
74	});
75	}
76	}
77	```
78
79	### MCP Tools Integration
80	```typescript
81	class MCPToolsIntegration {
82	async integrateBuiltinTools(): Promise<void> {
83	// Leverage 213 pre-built tools
84	const tools = await this.agenticFlow.mcp.getAvailableTools();
85	await this.registerClaudeFlowSpecificTools(tools);
86
87	// Use 19 hook types
88	const hookTypes = await this.agenticFlow.hooks.getTypes();
89	await this.configureClaudeFlowHooks(hookTypes);
90	}
91	}
92	```
93
94	## Migration Implementation
95
96	### Phase 1: Adapter Layer
97	```typescript
98	import { Agent as AgenticFlowAgent } from 'agentic-flow@alpha';
99
100	export class ClaudeFlowAgent extends AgenticFlowAgent {
101	async handleClaudeFlowTask(task: ClaudeTask): Promise<TaskResult> {
102	return this.executeWithSONA(task);
103	}
104
105	// Backward compatibility
106	async legacyCompatibilityLayer(oldAPI: any): Promise<any> {
107	return this.adaptToNewAPI(oldAPI);
108	}
109	}
110	```
111
112	### Phase 2: System Migration
113	```typescript
114	class SystemMigration {
115	async migrateSwarmCoordination(): Promise<void> {
116	// Replace SwarmCoordinator (800+ lines) with agentic-flow Swarm
117	const swarmConfig = await this.extractSwarmConfig();
118	await this.agenticFlow.swarm.initialize(swarmConfig);
119	}
120
121	async migrateAgentManagement(): Promise<void> {
122	// Replace AgentManager (1,736+ lines) with agentic-flow lifecycle
123	const agents = await this.extractActiveAgents();
124	for (const agent of agents) {
125	await this.agenticFlow.agent.create(agent);
126	}
127	}
128
129	async migrateTaskExecution(): Promise<void> {
130	// Replace TaskScheduler with agentic-flow task graph
131	const tasks = await this.extractTasks();
132	await this.agenticFlow.task.executeGraph(this.buildTaskGraph(tasks));
133	}
134	}
135	```
136
137	### Phase 3: Cleanup
138	```typescript
139	class CodeCleanup {
140	async removeDeprecatedCode(): Promise<void> {
141	// Remove massive duplicate implementations
142	await this.removeFile('src/core/SwarmCoordinator.ts'); // 800+ lines
143	await this.removeFile('src/agents/AgentManager.ts'); // 1,736+ lines
144	await this.removeFile('src/task/TaskScheduler.ts'); // 500+ lines
145
146	// Total reduction: 10,000+ → <5,000 lines
147	}
148	}
149	```
150
151	## RL Algorithm Integration
152
153	```typescript
154	class RLIntegration {
155	algorithms = [
156	'PPO', 'DQN', 'A2C', 'MCTS', 'Q-Learning',
157	'SARSA', 'Actor-Critic', 'Decision-Transformer'
158	];
159
160	async optimizeAgentBehavior(): Promise<void> {
161	for (const algorithm of this.algorithms) {

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