GhostWriter AI 代筆システム - Phase 5 MCP完全統合版

What is 🤖 GhostWriter AI 代筆システム - Phase 5 MCP完全統合版?

GhostWriter is an AI system that analyzes a user’s Slack activity and esa article history to automatically generate personal diary entries that mimic the user’s writing style. It uses the Model Context Protocol (MCP) to dynamically discover and invoke the necessary tools, enabling fully autonomous diary generation without human intervention.

How to use 🤖 GhostWriter AI 代筆システム - Phase 5 MCP完全統合版?

Invite the Slack bot to your workspace, then run the slash command /ghostwrite in any channel. The AI will automatically collect data, analyze it, and post the generated diary entry to esa. No configuration files or code changes are required for daily use.

Key features of 🤖 GhostWriter AI 代筆システム - Phase 5 MCP完全統合版

• Fully autonomous AI execution with dynamic MCP tool discovery
• Real-time Japanese name retrieval from Slack and esa
• Creative diary generation that avoids copying AI‑written content
• Hybrid execution model: data collection via AIToolExecutor, generation via GPT‑4o‑mini
• Automatic error recovery and argument correction (e.g., channel→channel_id)
• Quality validation with 95% threshold and mandatory three‑part structure
• Prompt‑centric development: no code changes needed for feature tweaks

Use cases of 🤖 GhostWriter AI 代筆システム - Phase 5 MCP完全統合版

• Automatically generate a personal daily diary based on Slack messages and esa articles
• Create team‑wide daily summaries from multiple Slack channels
• Produce creative, experience‑focused diary entries while filtering out AI‑written references
• Quickly prototype new diary features by adjusting AI prompts instead of modifying code