Capture and organize project learnings into a searchable JSONL knowledge base.
npx skills add https://github.com/Shmurdoc/EasyRide-v1 --skill learn-shmurdoc
Please help me install this Agent Skill. Skill: learn Source: https://github.com/Shmurdoc/EasyRide-v1/tree/main/.opencode/skills/gstack-learn Command: npx skills add https://github.com/Shmurdoc/EasyRide-v1 --skill learn-shmurdoc
Development teams repeatedly encounter the same bugs, architectural debates, and edge cases across sessions and sprints. This Skill captures those moments as structured learnings so the team builds institutional memory instead of starting from zero every time.
Use the learn skill to show me what we've learned about authentication bugs in this project.
High-intent search queries and answers about installing and using this skill.
To stop repeated bug recurrence across development sprints, you can capture and organize project learnings into a searchable knowledge base. This builds institutional memory so your team surfaces past patterns and resolutions instead of starting from zero.
Institutional memory in software engineering is the retained knowledge of past bugs, architectural debates, and edge cases. A knowledge base manages it by indexing development session history into structured learnings for proactive recall and pattern recognition.
You can search historical session history by querying the recorded project learnings using natural language. This proactively surfaces past resolutions and patterns when you ask if a specific issue or flaky test appeared in a previous sprint.
Yes, you need the gstack runtime to store project learnings and track session history. It uses JSONL learning storage to index, prune stale entries, and export historical insights across sprints and team members.
You prune stale entries from an institutional memory knowledge base using the learning management features of the gstack runtime. This allows you to review, clean up, and export only the relevant historical insights recorded across sessions.
limzivectorManage and retrieve learnings from a gstack project session JSONL file.
shekerkammaManages cross-session project learnings, insights, and pitfalls captured by gstack.
novvooExtract reusable code patterns and error resolutions from session transcripts to generate new skills.
Hidden-HistoryRe-evaluate AI memory freshness for code patterns with project scoping.
