Record reusable lessons and fixes into MEMORY.md for future sessions.
npx skills add https://github.com/cookys/autopilot --skill learn-cookys
Please help me install this Agent Skill. Skill: learn Source: https://github.com/cookys/autopilot/tree/main/skills/learn Command: npx skills add https://github.com/cookys/autopilot --skill learn-cookys
Save reusable knowledge so future Claude sessions avoid repeating the same mistakes.
Record a new lesson by describing what went wrong and the fix, then run /learn to append it to memory
High-intent search queries and answers about installing and using this skill.
Record reusable knowledge by capturing the context, problem, and solution into a structured MEMORY.md entry. This creates a searchable knowledge base so future sessions avoid repeating the same mistakes.
Long-term knowledge management works by linking dates, context, and problem/solution pairs into an indexed knowledge base. It supports health audits and memory-health checks to keep stored lessons fresh.
Describe what went wrong and the fix, then run /learn to append it to memory. The Skill requires a structured entry with a title, date, context, problem, and solution, and updates the knowledge index automatically.
Yes, this approach applies directly to debugging, build issues, and workflow interruptions by capturing context, problem, and solution for long-term memory management, ensuring faster recovery in future sessions.
No external dependencies or components are required. The knowledge recording relies solely on a structured MEMORY.md file with a title, date, context, problem, and solution to maintain the knowledge index.
Run knowledge health audits and memory-health checks to keep memory fresh. These rotation checks verify that recorded context, problems, and solutions in your knowledge base remain valid over time.
vasilievyakovRecord solved problems into a centralized Markdown knowledge base.
pacphiProvide persistent session and long-term memory for AI agents via AgentDB.
clearsmogExtract session discoveries into reusable Skill Units with frontmatter metadata.
dallenpyrahSearch, create, and link notes in Obsidian vaults using wikilinks.
