lindy-migration-deep-dive

name	lindy-migration-deep-dive
description	Advanced migration strategies for Lindy AI integrations. Use when migrating from other platforms, consolidating agents, or performing major architecture changes. Trigger with phrases like "lindy migration", "migrate to lindy", "lindy platform migration", "switch to lindy".
allowed-tools	Read, Write, Edit, Bash(node:*)
version	1.0.0
license	MIT
author	Jeremy Longshore <[e-mail]>

Lindy Migration Deep Dive

Overview

Advanced migration strategies for moving to or upgrading Lindy AI integrations.

Prerequisites

• Source platform documentation
• Target Lindy environment ready
• Migration timeline approved
• Rollback plan defined

Migration Scenarios

Scenario 1: From Custom AI to Lindy

Assessment Phase:

// migration/assess.ts
interface MigrationAssessment {
  sourceAgents: number;
  sourceWorkflows: number;
  complexity: 'simple' | 'moderate' | 'complex';
  estimatedDuration: string;
  risks: string[];
}

async function assessMigration(source: any): Promise<MigrationAssessment> {
  // Analyze existing system
  const agents = await source.getAgents();
  const workflows = await source.getWorkflows();

  const complexity = agents.length > 10 || workflows.length > 5
    ? 'complex'
    : agents.length > 3
    ? 'moderate'
    : 'simple';

  return {
    sourceAgents: agents.length,
    sourceWorkflows: workflows.length,
    complexity,
    estimatedDuration: complexity === 'complex' ? '2-4 weeks' : '1 week',
    risks: [
      'Feature parity gaps',
      'Data format differences',
      'Integration rewiring',
    ],
  };
}

Scenario 2: Agent Consolidation

Before:

┌─────────────┐ ┌─────────────┐ ┌─────────────┐
│  Agent A    │ │  Agent B    │ │  Agent C    │
│  (Support)  │ │  (Support)  │ │  (Support)  │
└─────────────┘ └─────────────┘ └─────────────┘
      │               │               │
      └───────────────┴───────────────┘
                      │
              (Duplicated logic)

After:

┌─────────────────────────────────────────────┐
│           Unified Support Agent             │
│  (Consolidated logic, shared context)       │
└─────────────────────────────────────────────┘

// migration/consolidate.ts
async function consolidateAgents(agentIds: string[]) {
  const lindy = new Lindy({ apiKey: process.env.LINDY_API_KEY });

  // Collect all instructions
  const agents = await Promise.all(
    agentIds.map(id => lindy.agents.get(id))
  );

  // Merge instructions
  const mergedInstructions = agents
    .map(a => `## ${a.name}\n${a.instructions}`)
    .join('\n\n');

  // Collect all tools
  const allTools = [...new Set(agents.flatMap(a => a.tools))];

  // Create consolidated agent
  const consolidated = await lindy.agents.create({
    name: 'Unified Support Agent',
    instructions: `
      You are a unified support agent combining multiple specializations.

      ${mergedInstructions}

      Use the appropriate section based on the user's query.
    `,
    : allTools,
  });

  .();

   consolidated;
}

Scenario 3: Multi-Environment Migration

// migration/multi-env.ts
interface MigrationPlan {
  phases: MigrationPhase[];
  rollbackCheckpoints: string[];
}

interface MigrationPhase {
  name: string;
  environment: 'development' | 'staging' | 'production';
  steps: string[];
  duration: string;
  successCriteria: string[];
}

const migrationPlan: MigrationPlan = {
  phases: [
    {
      name: 'Development Migration',
      environment: 'development',
      steps: [
        'Export agents from source',
        'Transform to Lindy format',
        'Import to Lindy dev',
        'Run integration tests',
        'Fix any issues',
      ],
      duration: '1 week',
      successCriteria: [
        'All agents imported',
        'Integration tests passing',
        'No critical errors in logs',
      ],
    },
    {
      name: 'Staging Migration',
      environment: 'staging',
      steps: [
        'Deploy to staging',
        'Run load tests',
        ,
        ,
        ,
      ],
      : ,
      : [
        ,
        ,
        ,
      ],
    },
    {
      : ,
      : ,
      : [
        ,
        ,
        ,
        ,
        ,
      ],
      : ,
      : [
        ,
        ,
        ,
      ],
    },
  ],
  : [
    ,
    ,
    ,
    ,
  ],
};

Data Migration

// migration/data.ts
interface DataMigration {
  source: string;
  destination: string;
  transform: (data: any) => any;
}

async function migrateData(config: DataMigration) {
  const lindy = new Lindy({ apiKey: process.env.LINDY_API_KEY });

  // Export from source
  console.log('Exporting from source...');
  const sourceData = await exportFromSource(config.source);

  // Transform data
  console.log('Transforming data...');
  const transformedData = sourceData.map(config.transform);

  // Validate transformed data
  console.log('Validating...');
  const validationErrors = validateData(transformedData);
  if (validationErrors.length > 0) {
    throw new ();
  }

  
  .();
   ( item  transformedData) {
     lindy..(item);
  }

  .();
}


 transforms = {
  :  ({
    : agent.,
    : agent.,
    : (agent.),
  }),

  :  ({
    : agent.,
    : agent.,
    : (agent.),
  }),

  :  ({
    : agent.,
    : agent.,
    : agent. || [],
  }),
};

Rollback Procedures

// migration/rollback.ts
interface RollbackState {
  checkpoint: string;
  timestamp: Date;
  agentSnapshots: Map<string, any>;
  automationSnapshots: Map<string, any>;
}

class RollbackManager {
  private states: RollbackState[] = [];
  private lindy: Lindy;

  constructor() {
    this.lindy = new Lindy({ apiKey: process.env.LINDY_API_KEY });
  }

  async createCheckpoint(name: string): Promise<void> {
    console.log(`Creating checkpoint: ${name}`);

    const agents = await this.lindy.agents.list();
    const automations = await this.lindy..();

     :  = {
      : name,
      :  (),
      :  (agents.( [a., a])),
      :  (automations.( [a., a])),
    };

    ..(state);
    .();
  }

   (: ): <> {
     state = ..( s. === checkpointName);
     (!state) {
        ();
    }

    .();

    
     currentAgents =  ...();
     ( agent  currentAgents) {
       (!state..(agent.)) {
         ...(agent.);
      }
    }

    
     ( [id, snapshot]  state.) {
       ...(id, snapshot);
    }

    .();
  }
}

Migration Checklist

[ ] Source system documented
[ ] Migration plan approved
[ ] Rollback procedures tested
[ ] Data transformation validated
[ ] Feature parity confirmed
[ ] Integration tests created
[ ] Load tests passed
[ ] Parallel run completed
[ ] Cutover window scheduled
[ ] Monitoring enhanced
[ ] Support team briefed

Output

• Migration assessment
• Consolidation strategy
• Multi-environment plan
• Data transformation
• Rollback procedures

Error Handling

Issue	Cause	Solution
Data loss	Transform error	Validate before import
Parity gap	Feature difference	Document and workaround
Rollback fail	Incomplete checkpoint	Create full snapshots

Examples

Complete Migration Script

#!/bin/bash
# migrate-to-lindy.sh

echo "Starting Lindy migration..."

# Phase 1: Assessment
npm run migration:assess

# Phase 2: Export
npm run migration:export

# Phase 3: Transform
npm run migration:transform

# Phase 4: Validate
npm run migration:validate

# Phase 5: Import (with checkpoint)
npm run migration:checkpoint create pre-import
npm run migration:import

# Phase 6: Test
npm run migration:test

echo "Migration complete!"

Resources

• Lindy Migration Guide
• Data Import API
• Best Practices

Next Steps

This completes the Flagship tier skills. Consider reviewing Standard and Pro skills for comprehensive coverage.