Agent skill

sync-ssot-from-memory

Promotes important observations from memory systems (Claude-mem, Serena) to SSOT (decisions.md, patterns.md). Use when user mentions SSOT promotion, sync memory, save learnings, or before Plans.md cleanup. Do NOT load for: ad-hoc notes, implementation work, or reviews.

Stars 163
Forks 31

Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/sync-ssot-from-memory

SKILL.md

Sync SSOT from Memory

Promote important observations recorded in memory systems (Claude-mem or Serena) to the project's SSOT: .claude/memory/decisions.md and .claude/memory/patterns.md.

Quick Reference

  • "Save what we learned for next time" → this skill
  • "Promote important decisions to SSOT" → this skill
  • "Organize decisions (why) and methods (how) separately" → Reflect in decisions/patterns separately

Supported Memory Systems

System Detection How to Get Observations
Claude-mem ~/.claude-mem/settings.json mcp__plugin_claude-mem_mcp-search__search
Serena .serena/memories/ mcp__serena__read_memory

Auto-detected at execution, using available system.

Execution Flow

Step 0: Detect Memory System

bash
# Claude-mem check
if [ -f "$HOME/.claude-mem/settings.json" ]; then
  MEMORY_SYSTEM="claude-mem"
fi

# Serena check
if [ -d ".serena/memories" ]; then
  MEMORY_SYSTEM="serena"
fi

Step 1: Extract SSOT Promotion Candidates

For Claude-mem:

  • Search for type:decision
  • Search for type:discovery concepts:pattern
  • Search for type:bugfix concepts:gotcha

For Serena:

  • List and read relevant memories

Step 2: Filter by Promotion Criteria

Decisions Candidates (Why) → decisions.md:

  • Technology selection reasons
  • Guardrail reasons
  • User requirements/constraints

Patterns Candidates (How) → patterns.md:

  • Recurrence prevention (bugfixes)
  • Reusable solutions
  • Implementation patterns

Exclusions:

  • Work-in-progress rough notes
  • Personal/confidential information
  • One-time tasks (not reusable)

Step 3: Reflect to SSOT

Add entries to decisions.md and patterns.md with:

  • Unique ID (D{N} or P{N})
  • Date, Tags, Observation ID
  • Structured content (Conclusion, Background, Options, etc.)

Step 4: Output Summary

markdown
## SSOT Promotion Results

### Added/Updated
| File | Item | Observation ID |
|------|------|----------------|
| decisions.md | D{N}: {Title} | #{id} |
| patterns.md | P{N}: {Title} | #{id} |

### Excluded
- Work-in-progress: N items
- Duplicates: N items

Fallback on Failure

If memory system is inaccessible, ask user to paste observation content manually.

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