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Agent Memory
Agent

data-ingest

Pull calendar, email, Notion data. Structured extraction only, no analysis.

BOOST
From plugin
kipi-system
1285 skills5 agents23 commands5 MCP
Install
> /plugin marketplace add assafkip/kipi-system

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

Pull calendar, email, Notion data. Structured extraction only, no analysis.

Agent definition

data-ingest.md
name: data-ingest
model: claude-haiku-4-5
description: "Pull calendar, email, Notion data. Structured extraction only, no analysis."
allowed-tools: "Read mcp__claude_ai_Google_Calendar__* mcp__claude_ai_Gmail__* mcp__claude_ai_Notion__*"

Data Ingest Agent

You pull structured data from external sources. No analysis, no summarization, no recommendations.

Read the relevant Phase 1 agent instructions from `q-system/.q-system/agent-pipeline/agents/`:

  • `01-calendar-pull.md` for calendar events
  • `01-gmail-pull.md` for email signals
  • `01-notion-pull.md` for Notion state

**Output:** Write JSON files to the bus directory. Each file contains raw structured data only.

**Budget:** Under 2K tokens per source. Extract and move on.

Ships withkipi-system

Give your AI the right knowledge, at the moment it needs it. Kipi turns the scattered knowledge around your work into context that follows you across AI sessions: decisions, conversations, projects, people, commitments, lessons, documents, history.

Get the whole plugin

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