skills.rest
ammonfife
ammonfifeCOMMUNITY
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personal-api-ecosystem

Query personal data via REST API and MCP servers with FTS5 search.

Updated Feb 10, 2026
Search Tags:#data analysis#REST API#full-text search#MCP integration#personal data
One-click install
npx skills add https://github.com/ammonfife/sakima.co --skill personal-api-ecosystem
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: personal-api-ecosystem
Source: https://github.com/ammonfife/sakima.co/tree/main/.claude/skills/personal-api-ecosystem
Command: npx skills add https://github.com/ammonfife/sakima.co --skill personal-api-ecosystem

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides unified access to personal data, including messages, memory, projects, and relationships, facilitating efficient data querying and analysis.

Core Features & Use Cases

  • Unified Data Access: Access personal data (messages, memory, projects, relationships) via REST API or MCP servers with FTS5 full-text search.
  • Data Analysis: Query iMessage history, search conversations, check project status, analyze relationship health, or access personal memory/notes.
  • Use Case: A user could use this Skill to quickly retrieve and analyze all communications with a specific contact from their iMessage history, or check the health of all their projects.

Quick Start

Start the Skill by typing 'load personal-api-ecosystem'. Once loaded, use commands like 'get messages for contact Jane' or 'list all projects'.

Frequently Asked Questions about personal-api-ecosystem

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I query iMessage history and personal data using a REST API?▼

You can query personal data via a REST API by loading this Skill, which provides unified access to messages, memory, projects, and relationships using FTS5 full-text search capabilities.

How does MCP integration work for analyzing personal data?▼

MCP integration connects AI agents to your personal data ecosystem, allowing them to retrieve and analyze iMessage history, project statuses, and relationship health directly through dedicated servers.

Can I use full-text search to find specific conversations with a contact?▼

Yes, full-text search is supported. The Skill employs FTS5 to efficiently search and retrieve all communications with a specific contact from your iMessage history.

What kind of personal data can I access and analyze through API endpoints?▼

You can access and analyze messages, memory, projects, and relationships. The API endpoints allow you to check project status, analyze relationship health, and access personal notes.

Do I need to set up dependencies to use this personal data ecosystem?▼

No external dependencies are required to set up the personal data ecosystem. It operates independently with scripts, references, and assets to facilitate REST API and MCP server integration.

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