skills.rest
KrishavRajSingh
KrishavRajSinghCOMMUNITY
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𝕏@krishav_kr9125GitHub

memory-context-management

Manage persistent memory and cross-session context for the Kortix agent.

7|Updated Mar 5, 2026
Search Tags:#planning#context#memory#persistence#notes#session#ltm
One-click install
npx skills add https://github.com/KrishavRajSingh/computer --skill memory-context-management-krishavrajsingh
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: memory-context-management
Source: https://github.com/KrishavRajSingh/computer/tree/main/packages/kortix-sys-oc-plugin/skills/memory-context-management
Command: npx skills add https://github.com/KrishavRajSingh/computer --skill memory-context-management-krishavrajsingh

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill centralizes memory, context, and persistent knowledge management for the Kortix agent by marrying automatic memory consolidation with a durable filesystem to retain plans, decisions, and session context across restarts and sessions.

Core Features & Use Cases

  • Automatic memory capture through the kortix-sys-oc-plugin, enabling observations, session tracking, and long-term memory consolidation.
  • Filesystem-backed persistence to store plans, progress, decisions, and notes in Markdown files for durability and cross-session continuity.
  • Context window optimization guidance to surface relevant memories and maintain continuity across conversations and projects.
  • Use Case: Keep project context consistent when switching between tasks or sessions, ensuring decisions and workflows endure beyond a single interaction.

Quick Start

Load this skill to understand how memory works, decide what should be persisted, and manage project context across sessions.

Frequently Asked Questions about memory-context-management

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

FAQPage Schema
How do I persist context and memory across multiple agent sessions?▼

Automatic memory consolidation captures observations and session tracking through the kortix-sys-oc-plugin, consolidating them into long-term memory. It combines automatic capture with filesystem-backed Markdown notes to retain plans, decisions, and progress durably across restarts.

Why does my agent lose project context when switching between tasks?▼

Storing plans, decisions, and session context in Markdown files on a durable filesystem maintains contextual continuity across conversations. This filesystem-backed persistence ensures workflows and knowledge endure beyond a single interaction or task switch.

What's the best way to optimize context windows for cross-session planning?▼

Filesystem-backed persistence stores plans, progress, decisions, and notes in Markdown files to retain cross-session context. This durable storage ensures workflows and knowledge endure beyond a single interaction without requiring external database dependencies.

Can I use filesystem notes for long-term memory management without a database?▼

This approach centralizes memory management by combining automatic memory consolidation with a durable filesystem, distinguishing it from simple session tracking. It retains plans, decisions, and context across restarts and multiple projects for continuous knowledge retention.

Does persistent memory architecture require external dependencies for session handling?▼

Limitations arise if filesystem access is restricted or context windows are not optimized to surface relevant memories. Session data must follow SKILL.md frontmatter rules and directory organization for safe handling, traceability, and reliable retrieval across projects.

When do I need to implement persistent memory consolidation for my agent?▼

Implement persistent memory consolidation when you need to retain plans, decisions, and session context across restarts or multiple projects. It is necessary for maintaining consistent workflows and knowledge retention beyond a single interaction.

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