remember

Classify conversation knowledge by durability and actionability before storing it.

Updated May 5, 2026

Search Tags:#knowledge management #memory #deduplication #project documentation #session context #prompt workflow

Ready to run

npx skills add https://github.com/HyperionBurn/searchv1beta --skill remember-hyperionburn

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: remember
Source: https://github.com/HyperionBurn/searchv1beta/tree/main/.github/skills/remember
Command: npx skills add https://github.com/HyperionBurn/searchv1beta --skill remember-hyperionburn

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents valuable insights from being lost in chat by helping you store the right information in the right memory surface for future use.

Core Features & Use Cases

Memory Surface Promotion: Places knowledge into project memory, session context, or docs/instructions based on durability and purpose.
Duplicate & Conflict Handling: Classifies items and flags duplicates or conflicting statements for cleanup rather than blindly storing everything.
Quality Gate Before Storage: Ensures stored items are actionable, durable, and unique, marking uncertain information appropriately.

Quick Start

Tell the assistant to remember a specific piece of knowledge from this conversation, including what it should be used for later.

Frequently Asked Questions about remember

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

FAQPage Schema

How do I save chat insights into project memory for future retrieval?▼

To save chat insights into project memory, the assistant classifies the information by durability and actionability, then promotes reusable knowledge to the correct memory surface. It enforces a quality gate to ensure only actionable, durable, and unique items are stored.

How does knowledge management handle duplicate or conflicting entries during session context storage?▼

Knowledge management handles duplicates by flagging conflicting statements and redundant entries for cleanup instead of blindly storing them. It applies a quality gate that checks for uniqueness before promoting any project documentation into memory.

What is the best way to prevent ephemeral notes from cluttering project documentation?▼

Preventing ephemeral notes from cluttering project documentation requires classifying items by durability and actionability before storage. Only actionable, durable, and unique knowledge passes the quality gate, while temporary information is filtered out.

Can I capture durable decisions and conventions without storing conflicting statements?▼

Yes, you can capture durable decisions without storing conflicting statements because the system flags duplicates and conflicts for cleanup. It evaluates each item against a quality gate to ensure only unique, actionable conventions are kept.

When do I need to apply a quality gate before promoting conversation context to memory?▼

You need to apply a quality gate before promoting conversation context to memory whenever you want to preserve durable, actionable knowledge. This gate prevents ephemeral notes and duplicate entries from polluting your future retrieval surfaces.

Does this memory deduplication approach work for both session context and long-term project instructions?▼

Yes, memory deduplication works for both session context and long-term project instructions. The system evaluates actionability and durability to route knowledge to the correct memory surface while preventing duplicate storage across all surfaces.