II.
LibrarySkill JSON
Structured · livelib-skill:shared--debugging-patterns
debugging-patterns json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:shared--debugging-patterns",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "debugging-patterns",
"description": "Root cause analysis frameworks including log-first investigation, git bisect correlation, and pattern-based diagnosis with confidence scoring.",
"libraryPath": "library/methodologies/cc10x/skills/debugging-patterns/SKILL.md",
"contentSummary": "## Pattern-Based Diagnosis\n\n- Check patterns.md for known gotchas matching the error\n- Cross-reference with common patterns: null pointer, race condition, resource leak, config error\n- Rate root cause confidence (>=80% to proceed with fix)\n\n## Evidence Collection\n\n- Stack traces with full ca"
},
"outgoingEdges": [
{
"from": "lib-skill:shared--debugging-patterns",
"to": "skill-area:agentic-loops",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--debugging-patterns",
"to": "skill-area:orchestration-loop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:shared--debugging-patterns",
"to": "topic:developer-experience",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--debugging-patterns",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--debugging-patterns",
"to": "role:tech-lead",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--debugging-patterns",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:shared--debugging-patterns",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}