II.
LibraryProcess overview
Reference · livelib-process:shared--db-agent-explore
library/processes/shared/db-agent-explore overview
Generic "point an analyst agent at a local SQLite DB and ask a research question" process. Generalized from the query-composition + narration phases of `specializations/domains/business/travel/travel-plan-compose.js`. The analyst reads SCHEMA.md (no guessing), composes SQL via a Python 3 stdlib `sqlite3` script, executes it (read-only, `mode=ro` URI), iterates until the findings answer the question, and writes a human-readable report with verbatim SQL as audit evidence. Hard constraints: - All tasks are `kind:'agent'`. No shell tasks. No MCP. - DB is opened read-only so the analyst cannot mutate the dataset. - Every finding carries the verbatim SQL that produced it.
Attributes
displayName
library/processes/shared/db-agent-explore
description
Generic "point an analyst agent at a local SQLite DB and ask a
research question" process. Generalized from the query-composition +
narration phases of
`specializations/domains/business/travel/travel-plan-compose.js`.
The analyst reads SCHEMA.md (no guessing), composes SQL via a Python 3
stdlib `sqlite3` script, executes it (read-only, `mode=ro` URI),
iterates until the findings answer the question, and writes a
human-readable report with verbatim SQL as audit evidence.
Hard constraints:
- All tasks are `kind:'agent'`. No shell tasks. No MCP.
- DB is opened read-only so the analyst cannot mutate the dataset.
- 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
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_covers_topic2
- topic:test-driven-development·TopicTest-Driven Development
- topic:code-review-best-practices·TopicCode Review Best Practices
lib_implements_workflow3
- workflow:code-review·Workflow
- workflow:feature-development·Workflow
- workflow:release-management·Workflow
lib_involves_role3
- role:backend-engineer·RoleBackend Engineer
- role:tech-lead·RoleTech Lead
- role:qa-engineer·RoleQA Engineer
lib_requires_skill_area2
- skill-area:code-review-practice·SkillAreaCode Review Practice
- skill-area:e2e-testing·SkillAreaEnd-to-End Testing
uses_agent1
- lib-agent:travel--sql-query-composer·LibraryAgentsql-query-composer
Incoming edges
None.