Extract codebase-specific debugging fixes into reusable skills with YAML frontmatter.
npx skills add https://github.com/solitude6060/Yao-skills --skill learner-solitude6060
Please help me install this Agent Skill. Skill: learner Source: https://github.com/solitude6060/Yao-skills/tree/main/skills/learner Command: npx skills add https://github.com/solitude6060/Yao-skills --skill learner-solitude6060
This Skill helps you capture a learned solution from a debugging session into a reusable, high-quality skill that others can apply later without relearning the same investigation.
Use the learner skill after you solve a tricky, codebase-specific bug by providing the exact error, the files/lines involved, and the precise fix so it can extract a reusable principle or workflow.
High-intent search queries and answers about installing and using this skill.
Capturing debugging insights involves extracting the exact error, affected file paths, and precise fix from a conversation into a structured skill file. This ensures future teams can recall the same hard-won principle without relearning the investigation.
Extracting a debugging session requires evidence-rich inputs: the specific error, file paths and line numbers, triggers, and the exact fix. Providing these details ensures the output captures a durable, codebase-specific principle rather than a generic solution.
Troubleshooting outcomes are structured using YAML frontmatter formatting to enable trigger-based retrieval. This format enforces classification into expertise versus workflow and applies rejection rules to prevent vague, un-Googleable outputs from cluttering the knowledge base.
Classify an incident triage outcome as expertise when it represents a durable principle, and as workflow when it outlines stable step-by-step procedures. This separation ensures future improvements to procedures do not destabilize core operational principles.
Yes, the skill extraction process applies quality gates that reject generic or easily Googleable fixes. It specifically requires the insight to be non-Googleable, codebase-specific, and hard-won before saving it as a validated, trigger-driven skill file.
YAML frontmatter is used for incident triage knowledge capture to improve discovery and matching. It enforces validated, trigger-driven metadata that categorizes the fix, ensuring fast recall of specific principles or procedures during future incidents.
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