Capture structured lessons learned into a YAML knowledge base file.
npx skills add https://github.com/ReefBytes/Manifest --skill learning-loop-reefbytes
Please help me install this Agent Skill. Skill: learning-loop Source: https://github.com/ReefBytes/Manifest/tree/main/configs/claude/skills/learning-loop Command: npx skills add https://github.com/ReefBytes/Manifest --skill learning-loop-reefbytes
Capture structured lessons learned after major tasks and stores them in .claude/config/knowledge_base.yml for future reference and learning.
Invoke the learning-loop with a chosen mode (capture, query, list, or stats) to manage knowledge entries.
High-intent search queries and answers about installing and using this skill.
You can capture lessons learned by invoking the interactive mode to document structured entries with fields like title, category, language, and description. The system stores these entries in a YAML knowledge base for future reference.
You can query the knowledge base by filtering existing learnings based on language, tool, or category. This allows you to quickly retrieve relevant historical entries and review past solutions for ongoing improvement.
Yes, you can generate knowledge base statistics to track learning activity and coverage. This feature aggregates your stored entries to provide insights into your ongoing learning progress and distribution across categories.
Knowledge management entries require a YAML frontmatter-driven format stored in a configuration file. The defined schema includes fields like id, title, category, language, description, tags, tool, source, confidence, and example.
Yes, the learning capture process supports tagging entries with confidence levels and sources. The entry schema explicitly includes source and confidence fields alongside tags to ensure captured learnings are properly contextualized.
A structured knowledge base is not suited for unstructured notes or data outside the defined YAML schema. If your learnings cannot be categorized by language, tool, or category, this structured approach may be too rigid.
LiorCohenDefine and enforce configuration management standards across SDD components.
gabfssilvaGenerate PRISMA flowcharts and synthesis reports for systematic literature reviews.
zerAdaCapture ideas and resurface them at specified milestone trigger conditions.
koasis89Create and manage notes using OMX persistent memory features.
