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tiankong0101-byte
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auto-dream

Consolidate daily logs into topic memories and a refreshed MEMORY.md index.

Updated May 17, 2026
Search Tags:#agent memory#workspace management#daily logs#background task#memory consolidation#topic files
One-click install
npx skills add https://github.com/tiankong0101-byte/skills-registry --skill auto-dream-tiankong0101-byte
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: auto-dream
Source: https://github.com/tiankong0101-byte/skills-registry/tree/main/skills/auto-dream
Command: npx skills add https://github.com/tiankong0101-byte/skills-registry --skill auto-dream-tiankong0101-byte

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates memory consolidation for long-running agent workflows by turning scattered daily logs into organized topic memories, reducing duplication and helping important context stay current.

Core Features & Use Cases

  • Background consolidation: Periodically distills recent sessions into durable topic files and a refreshed MEMORY.md index.
  • Safe change management: Uses time gates, session thresholds, locking, and change caps to avoid conflicting or overly aggressive updates.
  • Practical use cases: Keep project context, user preferences, references, insights, and active tasks synchronized across days of agent activity.

Quick Start

Ask the agent to consolidate recent memories from the last week and update the topic files and memory index.

Frequently Asked Questions about auto-dream

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

FAQPage Schema
How do I consolidate daily logs into durable agent memory?▼

Consolidating daily logs into durable agent memory involves distilling scattered sessions and notes into organized topic files. This process reduces duplication and generates a refreshed memory index to keep important context current.

How does background memory consolidation work for long-running agent workspaces?▼

Background memory consolidation periodically distills recent sessions into durable topic files and a refreshed MEMORY.md index. It applies time-gated consolidation, file locking, and topic deduplication to safely manage context updates.

What is the best way to keep project context synchronized across days of agent activity?▼

Keeping project context synchronized across days of agent activity is best achieved by turning scattered daily logs into organized topic memories. This reduces duplication and ensures important context stays current via a refreshed index.

What limitations or precautions apply when updating agent memory files?▼

Updating agent memory files has limitations managed by time gates, session thresholds, file locking, and change caps. These guarded update limits prevent conflicting or overly aggressive updates during the consolidation process.

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