II.
LibrarySkill JSON
Structured · livelib-skill:shared--systematic-debugging
systematic-debugging json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:shared--systematic-debugging",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "systematic-debugging",
"description": "Structured debugging methodology using hypothesis-driven investigation, log analysis, and bisection to isolate and resolve defects.",
"libraryPath": "library/methodologies/rpikit/skills/systematic-debugging/SKILL.md",
"contentSummary": "- Unexpected behavior discovered during testing\n- Bug reports require investigation\n- Performance issues need root cause analysis\n\n## Process\n\n1. **Reproduce** - Confirm the defect with a minimal reproduction\n2. **Hypothesize** - Form theories about the root cause\n3. **Investigate** - System"
},
"outgoingEdges": [
{
"from": "lib-skill:shared--systematic-debugging",
"to": "skill-area:agentic-loops",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "skill-area:orchestration-loop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "topic:developer-experience",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "role:tech-lead",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "skill-area:agentic-loops",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "skill-area:orchestration-loop",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "topic:developer-experience",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "role:tech-lead",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:shared--systematic-debugging",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}