Agent skill to summarize massive account history for seamless client handoffs using Lookio

Agent skill

When an Account Executive closes a major deal and hands the client over to Customer Success, the new rep usually inherits a messy folder containing months of complex internal notes, SOW PDFs, and localized account strategies. Instead of spending an entire afternoon reading, this skill lets your agent interrogate a Lookio Assistant containing all historical account data to draft an instantaneous, highly accurate “Executive Handoff Brief.”

Agent skill analyzing account history

What it does & who it’s for

This skill relies on Lookio’s ability to quickly parse highly unstructured historical data (call transcripts, meeting notes, custom proposals) into a coherent, structured output.

  • Key features:
    • Contextual Account Query: Uses the client’s Account ID to drill through the massive internal Lookio archive.
    • Synthesized Handoff: Extracts core promises, historical tensions, and immediate next steps.
    • Fast Execution: Relies on Lookio’s ability to read more PDFs in seconds than a human can in a day.
  • Perfect for:
    • Customer Success Managers (CSMs): Onboarding new enterprise clients without dropping the ball on previously agreed-upon deliverables.
    • Account Executives: Automating the required internal documentation when a deal moves to “Closed-Won.”

How to use it

You can adapt this skill to use either the Lookio CLI or the Lookio MCP Server.

  1. Ensure your company’s CRM notes, past deal PDFs, and call transcripts are synced to your Lookio workspace. Copy your Sales/Account Assistant ID.
  2. Save the rich skill prompt below into handoff_bot.md.
  3. Inform your AI agent what specific Account ID or Client Name needs reviewing.
  4. Prompt your agent: “Read the Lookio archive for the Acme Corp account and build the hand-off summary using the @handoff_bot.md skill.”

The rich skill prompt (one-click copy)

Copy the block below and save it as your skill file.

# Executive Account Transition Summarizer Skill

## 🎯 Objective
Synthesize months of unstructured historical account data (meeting notes, SOWs, email transcripts) stored in Lookio into a crisp, actionable Executive Handoff Brief for the Customer Success team.

## 🛠️ Tools Required
- **Lookio MCP Server**: `query_assistant` tool enabled.
- **Sales & Post-Sales Assistant ID**: [ID].

## ⚡ Trigger Rules
- **USE this skill when**: A deal is won and needs to be transitioned from Sales to Customer Success, or when a new CSM inherits an existing complex account.
- **AVOID this skill if**: The account is new and has no historical documentation or prior interactions recorded in Lookio.

## 📝 Instructions & Workflow
1. **Target Identification**: Confirm the Client Name and unique Account ID for the handoff.
2. **Bulk Content Synthesis**: Use the Lookio `query_assistant` tool in `query_mode: "deep"`.
   - Query: "Examine all internal call notes, SOW PDFs, and strategy documents related to [Account ID/Name]. Please create a definitive synthesis of: 1. Their core purchase intent and business goals. 2. Any custom configurations, exceptions, or non-standard promises mentioned in the deal documents. 3. The key decision makers (Economic Buyer vs Implementation Lead). 4. Any historical friction points or budget sensitivities noted in the transcriptions."
3. **Draft the Transition Briefing**: Once all facts are retrieved:
   - Organize the information into the standardized "Lookio Handoff Template": Summary, Core Intent, Custom Exceptions, Key Personnel, and Risk Assessment.
   - For every stated intent or risk, cross-reference the date it was last mentioned.
4. **Validation Check**: If the analysis contradicts a current SOW, flag the discrepancy clearly as "Manual Action Required."
5. **Output**: Deliver the finalized handoff as `Executive_Handoff_[ClientName].md`.

## 🛡️ Guidelines & Constraints
- **Direct Truth over Sentiment**: Focus on what was explicitly written or said in call transcripts, not your own generic AI interpretation of success.
- **Objective Tensions**: Clearly identify if a client was unhappy or hesitant about a specific feature during the deal cycle.
- **Formatting**: Use clean Markdown with clear section headers.

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