II.
LibraryProcess JSON
Structured · livelib-process:shared--db-agent-explore
library/processes/shared/db-agent-explore json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-process:shared--db-agent-explore",
"_kind": "LibraryProcess",
"_file": "generated-library/processes.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "library/processes/shared/db-agent-explore",
"description": "Generic \"point an analyst agent at a local SQLite DB and ask a\n research question\" process. Generalized from the query-composition +\n narration phases of\n `specializations/domains/business/travel/travel-plan-compose.js`.\n The analyst reads SCHEMA.md (no guessing), composes SQL via a Python 3\n stdlib `sqlite3` script, executes it (read-only, `mode=ro` URI),\n iterates until the findings answer the question, and writes a\n human-readable report with verbatim SQL as audit evidence.\n Hard constraints:\n - All tasks are `kind:'agent'`. No shell tasks. No MCP.\n - DB is opened read-only so the analyst cannot mutate the dataset.\n - Every finding carries the verbatim SQL that produced it.",
"libraryPath": "library/processes/shared/db-agent-explore.js",
"usesAgents": [
"db-analyst-planner",
"sql-query-composer",
"db-analyst-narrator"
]
},
"outgoingEdges": [
{
"from": "lib-process:shared--db-agent-explore",
"to": "skill-area:code-review-practice",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "skill-area:e2e-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "topic:test-driven-development",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "topic:code-review-best-practices",
"kind": "lib_covers_topic",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "role:backend-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "role:tech-lead",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "role:qa-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "workflow:code-review",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "workflow:release-management",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--db-agent-explore",
"to": "lib-agent:travel--sql-query-composer",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
],
"incomingEdges": []
}