How does this skill help with future coding sessions?

It abstracts specific implementation details into generalizable patterns and creates a dense graph of [[wikilinks]], allowing future agents to understand context without reading entire file histories.

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

Semantic memory stores 'timeless truths' and the current state of a project in markdown files, whereas episodic memory captures time-stamped events, logs, and observations via the Tasks MCP.

Why does the skill require writing to both Markdown and PKB?

Dual writes ensure knowledge is human-readable and version-controlled in local files while simultaneously being indexed for high-performance semantic search retrieval.

When should I use this skill instead of the Tasks MCP?

Use the Remember skill for durable facts, project metadata, and synthesized patterns. Use the Tasks MCP for logs of what an agent did, bug discoveries, or time-stamped session observations.

Persistent Knowledge & PKB Manager

Name: Persistent Knowledge & PKB Manager
Author: nicsuzor

bynicsuzor

0•

생산성 및 워크플로

Synchronizes durable knowledge across markdown files and Personal Knowledge Bases for enhanced semantic search and context retention.

The Remember Skill provides a structured framework for Claude to persist semantic knowledge, ensuring that 'timeless truths' are captured separately from transient task logs. By enforcing dual writes to local markdown files and a PKB via MCP tools, it enables high-fidelity semantic search and long-term memory across sessions. The skill maintains a rigorous storage hierarchy and promotes graph-based navigation through mandatory wikilinks, while prioritizing the abstraction of implementation details into generalizable engineering patterns for future reuse.

주요 기능

01Separation of semantic (timeless) and episodic (time-stamped) memory

02Abstraction engine to convert specific bugs into generalizable heuristics

030 GitHub stars

04Dual-sync persistence to local Markdown and PKB indices

05Structured storage hierarchy for projects, goals, context, and facts

06Automated wikilink enforcement for graph-based knowledge navigation

사용 사례

01Building a searchable digital brain for complex software architectures

02Capturing general technical research and facts with semantic link density

03Synthesizing transient development logs into durable project documentation

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