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burningportra
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memory

Search, store, and prune CASS long-term memory entries via CLI and MCP operations.

3|1|Updated Apr 15, 2026
Search Tags:#cli#search#mcp#memory#long-term context#prune#knowledge storage
One-click install
npx skills add https://github.com/burningportra/agent-flywheel-plugin --skill memory-burningportra
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: memory
Source: https://github.com/burningportra/agent-flywheel-plugin/tree/main/skills/memory
Command: npx skills add https://github.com/burningportra/agent-flywheel-plugin --skill memory-burningportra

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Developers lose valuable context, rules, and lessons learned between coding sessions. This Skill provides a single interface to search, store, view, and prune persistent long-term memory so accumulated knowledge stays accessible and clean across sessions. ## Core Features & Use Cases - Memory Search: Query stored rules and context through the flywheel_memory MCP operation, with results ranked by relevance. - Memory Storage: Persist new rules or notes as memory entries with a single store or remember command. - Statistics and Maintenance: View memory statistics and recent entries, and prune stale or low-quality entries with a dry-run preview before deletion. - Use Case: After discovering a project-specific convention during a coding session, store it as a memory rule, then search for it in a later session to recall the convention without re-deriving it. ## Quick Start Ask the assistant to search memory for authentication rules, or say remember that this project uses pnpm for package management.

Frequently Asked Questions about memory

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

FAQPage Schema
How do I search long-term memory for stored rules?▼

Run the memory skill with a search query, which calls the flywheel_memory MCP operation with operation set to search. Results are displayed ranked by relevance. Any argument that does not match a subcommand is treated as a search query.

How do I store a note or rule into persistent memory?▼

Use the store or remember subcommand followed by the content. The skill calls flywheel_memory with operation store and confirms with a stored message once the entry is saved.

How do I safely remove stale memory entries?▼

Use the prune subcommand, which first runs cm prune --dry-run to show what would be removed. After you confirm, it runs cm prune to delete the stale or low-quality entries.

What memory statistics can I view?▼

Running the skill with stats or no arguments executes cm stats, displaying the rule count, session count, and last update time. The view subcommand shows the ten most recent memory entries via cm list.

What happens if my input does not match a memory subcommand?▼

Any input that does not match stats, search, store, remember, view, or prune is automatically treated as a search query against long-term memory, so free-form questions still return relevant stored context.

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