Analyze recent session learnings and update MEMORY.md with verified insights.
npx skills add https://github.com/shihwesley/shihwesleys-harness --skill self-learn
Please help me install this Agent Skill. Skill: self-learn Source: https://github.com/shihwesley/shihwesleys-harness/tree/main/skills/self-learn Command: npx skills add https://github.com/shihwesley/shihwesleys-harness --skill self-learn
Trigger self-learning synthesis to analyze recent session learnings and update MEMORY.md with verified insights.
Initiate the self-learning synthesis to analyze recent learnings and update MEMORY.md.
High-intent search queries and answers about installing and using this skill.
Consolidate session learnings by triggering a self-learning synthesis that analyzes recent sessions, clusters recurring patterns, and updates your memory file with verified insights. This automation runs on demand via a simple command.
Self-learning synthesis updates MEMORY.md by clustering recurring patterns from recent learnings and writing actionable insights, pitfalls, and recommendations directly into the file. It uses a threshold gate to ensure sufficient data before running.
Automate learning synthesis across sessions when you want to review recurring patterns, consolidate verified insights, or prepare memory before starting new projects. A threshold requires at least 5 new learnings since the last synthesis.
Yes, you can force learning synthesis to run with fewer than 5 new learnings by using the optional --force flag. This bypasses the default threshold gate and triggers the synthesis process immediately.
Yes, Claude Haiku works for automating self-learning pattern clustering. The synthesis process integrates with your memory file and runs via Claude Haiku to analyze recent learnings and extract actionable insights.
The limitation of threshold-gated learning synthesis is that it requires at least 5 new learnings since the last synthesis to run automatically. You must use the --force flag to bypass this constraint when you have insufficient new data.
aphrody-codeConsolidate recent session learnings into a structured memory directory.
MykhailoDmytriakhaCapture durable lessons from solved problems and update MEMORY.md.
syahraviCapture errors and learnings into structured .learnings markdown files.
brainsforaiCapture and organize book insights, quotes, and takeaways into structured notes.
