II.
LibrarySkill JSON
Structured · livelib-skill:ai-agents-conversational--few-shot-example-gen
few-shot-example-gen json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:ai-agents-conversational--few-shot-example-gen",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "few-shot-example-gen",
"description": "Few-shot example generation and optimization for improved LLM performance",
"libraryPath": "library/specializations/ai-agents-conversational/skills/few-shot-example-gen/SKILL.md",
"specialization": "ai-agents-conversational",
"contentSummary": "# Few-Shot Example Generation Skill\n\n## Capabilities\n\n- Generate diverse few-shot examples\n- Implement example selection strategies\n- Optimize example ordering for performance\n- Create dynamic example retrieval\n- Design example formats for specific tasks\n- Implement example quality validati"
},
"outgoingEdges": [
{
"from": "lib-skill:ai-agents-conversational--few-shot-example-gen",
"to": "skill-area:prompt-engineering",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--few-shot-example-gen",
"to": "skill-area:prompt-instruction-tuning-agents",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--few-shot-example-gen",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--few-shot-example-gen",
"to": "role:ml-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--few-shot-example-gen",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--few-shot-example-gen",
"to": "workflow:ml-model-lifecycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:ai-agents-conversational--few-shot-example-gen",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:ai-agents-conversational--few-shot-example-gen",
"to": "specialization:ai-agents-conversational",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}