II.
LibraryProcess JSON
Structured · livelib-process:cli-mcp-development--error-handling-user-feedback
specializations/cli-mcp-development/error-handling-user-feedback json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-process:cli-mcp-development--error-handling-user-feedback",
"_kind": "LibraryProcess",
"_file": "generated-library/processes.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "specializations/cli-mcp-development/error-handling-user-feedback",
"description": "Error Handling and User Feedback - Implement comprehensive error handling with helpful messages,\nfix suggestions, \"did you mean\" features, and appropriate exit codes for CLI applications.",
"libraryPath": "library/specializations/cli-mcp-development/error-handling-user-feedback.js",
"specialization": "cli-mcp-development",
"references": [
"- CLI Guidelines - Errors: https://clig.dev/#errors"
],
"example": "const result = await orchestrate('specializations/cli-mcp-development/error-handling-user-feedback', {\n projectName: 'data-cli',\n language: 'typescript',\n errorCategories: ['validation', 'network', 'permission', 'configuration']\n});",
"usesAgents": [
"cli-ux-architect",
"cli-error-handler-designer",
"cli-docs-writer",
"cli-testing-architect"
]
},
"outgoingEdges": [
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "skill-area:cli-design",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "skill-area:mcp-server-implementation",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "topic:developer-experience",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "role:platform-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "workflow:sdk-api-design",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "specialization:cli-mcp-development",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "lib-agent:cli-mcp-development--cli-ux-architect",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "lib-agent:cli-mcp-development--cli-docs-writer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
},
{
"from": "lib-process:cli-mcp-development--error-handling-user-feedback",
"to": "lib-agent:cli-mcp-development--cli-testing-architect",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
],
"incomingEdges": []
}