Why does this skill require both markdown and PKB writes?

Dual-writing ensures that you have human-readable files locally while enabling advanced semantic search and graph-based retrieval through the PKB index.

How does the skill handle relationships between documents?

It enforces the use of wikilinks and explicit relationship sections to build a traversable knowledge graph that future agents and developers can easily navigate.

Can I use the Remember skill for bug logs or daily updates?

No, time-stamped observations and agent activities should be handled by a Tasks MCP; the Remember skill is reserved for durable, high-level knowledge and synthesized patterns.

What is the difference between semantic and episodic memory in this skill?

Semantic memory stores timeless truths and generalizable patterns in the knowledge base, while episodic memory tracks time-stamped events and observations within specific tasks.

Knowledge Persistence & PKB Sync

Name: Knowledge Persistence & PKB Sync
Author: nicsuzor

bynicsuzor

0•

Learning & Documentation

Synchronizes semantic knowledge and architectural patterns across local markdown files and a Personal Knowledge Base (PKB) for enhanced retrieval.

The Remember skill enables Claude to persist long-term knowledge by dual-writing to local markdown storage and a centralized Personal Knowledge Base (PKB). It distinguishes between ephemeral task history (episodic memory) and enduring architectural truths (semantic memory), ensuring that lessons learned during development are abstracted into generalizable patterns. By utilizing wikilinks and semantic search, it creates a densely connected knowledge graph that allows future agents and human developers to retrieve high-level insights without sifting through git history or raw logs. This skill is essential for dogfooding architectural decisions and maintaining a 'live' documentation system that evolves alongside the codebase.

Key Features

01Hierarchical storage for projects, goals, and general knowledge

020 GitHub stars

03Separation of episodic task logs from semantic architectural truths

04Automated semantic wikilinking for knowledge graph integration

05Dual-sync persistence to local markdown and PKB index

06Pattern abstraction for generalizable engineering insights

Use Cases

01Building a searchable knowledge base of technical standards and domain-specific protocols

02Capturing architectural decisions and heuristics during a complex refactor

03Documenting project-specific metadata and strategic goals for improved agent context

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nicsuzor/aops-dist remember

For use in Claude.ai and ChatGPT

Download Skill