Extract actionable rules from fix cycles and deduplicate them against existing notes.
npx skills add https://github.com/bketelsen/ytsejam --skill lessons-bketelsen
Please help me install this Agent Skill. Skill: lessons Source: https://github.com/bketelsen/ytsejam/tree/main/contrib/skills/lessons Command: npx skills add https://github.com/bketelsen/ytsejam --skill lessons-bketelsen
This skill captures actionable lessons from fix cycles, deduplicates them against existing notes, and commits approved lessons into a centralized knowledge base, enabling faster prevention of repeating mistakes.
Initiate a lesson capture by supplying the reviewer feedback, the fix diff, and the task description to generate a reusable rule.
High-intent search queries and answers about installing and using this skill.
To capture fix-cycle lessons, supply reviewer feedback, fix diffs, and task descriptions to synthesize concise, actionable rules. The skill extracts these lessons and deduplicates them against existing notes to prevent repeating mistakes.
Deduplicating new lessons against existing entries requires comparing synthesized rules with the current knowledge base. This process avoids duplication and confusion by filtering out repetitive fixes before promoting them to published documentation.
Promote approved lessons into published documentation after recurrence or explicit opt-in. This generates an audit trail that includes the Added date and task context, ensuring traceable integration into your centralized knowledge base.
Yes, you can use this lesson capture process for operations and support tasks. It applies across software development workflows, support tasks, and documentation efforts where issues recur and require deduplication for repeatable improvement.
Avoid using an automated lesson capture workflow for non-recurring, isolated issues. It is designed for contexts where issues recur and require deduplication, making it less effective for one-off fixes that do not yield reusable rules.
MihaiOnSoftwarePresent Git diffs as chunked, interactive code reviews with prompts for feedback.
daudaudinangExtract and record validated lessons from completed tasks to AGENTS.md.
mupengi-botAnalyze error logs and performance data to generate and integrate new rules into skills.
EndUser123Prune duplicates, archive stale entries, and promote high-value patterns in CKS and SKILL.md.
