Which memory systems are compatible with this skill?

The skill automatically detects and supports both Claude-mem (~/.claude-mem/settings.json) and Serena (.serena/memories/).

When is the best time to run this skill?

It is best used when you want to 'save what was learned,' after a major architectural decision, or before cleaning up temporary planning files.

Can I use this skill if I don't use a memory plugin?

Yes. If no memory system is detected, the skill will provide a fallback option asking you to paste the observations manually for processing.

What documentation files does this skill update?

It primarily updates .claude/memory/decisions.md for architectural rationales and .claude/memory/patterns.md for reusable implementation methods.

How does it decide what to promote to the SSOT?

It uses specific criteria to identify 'Decisions' (technology choices, constraints) and 'Patterns' (bug-fix recurrence prevention, reusable solutions) while excluding rough notes.

Sync SSOT from Memory

Name: Sync SSOT from Memory
Author: Chachamaru127

byChachamaru127

•

160

•

学习与文档

Promotes architectural decisions and implementation patterns from ephemeral memory systems to persistent project documentation.

This skill bridges the gap between ad-hoc developer observations and permanent project standards by synchronizing data from local memory systems like Claude-mem and Serena to your project's Single Source of Truth (SSOT). It intelligently analyzes recorded discoveries to distinguish between the 'why' (architectural decisions) and the 'how' (reusable patterns), automatically updating your documentation files. This ensures that critical institutional knowledge, bug-fix patterns, and technology rationales are preserved and accessible for future development cycles.

主要功能

01Smart exclusion of work-in-progress notes and confidential information

02Intelligent filtering of observations based on decision and pattern criteria

03Automatic detection of Claude-mem and Serena memory systems

04Automated structured updates to decisions.md and patterns.md

05Detailed promotion reporting with unique IDs and observation tracking

06160 GitHub stars

使用场景

01Preserving critical architectural decisions made during a coding session

02Transforming specific bug fixes into reusable prevention patterns

03Cleaning up task-specific plans while retaining long-term project context

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add chachamaru127/claude-code-harness sync-ssot-from-memory

For use in Claude.ai and ChatGPT

Download Skill