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Maintain high data quality and schema adherence within the knowledge studio.
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Based on SOC occupation classification
Retrieve semantically relevant past learnings and analysis outputs using the csm CLI (HDC encoder with hybrid BM25 retrieval)
Execute tests, analyze results, and diagnose failures across any testing framework. Use when running test suites, debugging failing tests, or configuring CI/CD testing pipelines.
Use this skill for Turso (LibSQL/Limbo) database development, including scaffolding, querying, migrations, and maintenance. Supports vector search, full-text search, CDC, MVCC, encryption, and bidirectional remote sync. Use when working with Turso SDKs for JavaScript, Rust, Python, Go, and React Native. Provides current API guidance to avoid stale "libsql" legacy knowledge.
Atomic git workflow - validates, commits, pushes, creates PR, and verifies CI with zero-warnings policy. Orchestrates complete code submission as state machine with rollback on failure.
Automated code review with PR analysis, change summaries, and quality checks. Use for reviewing pull requests, generating review comments, checking against best practices, and identifying potential issues. Includes style guide compliance, security issue detection, and review automation.
Unified atomic git workflow with GitHub integration - commits all changes, checks GitHub issues, creates PR, validates all Actions pass including pre-existing, uses swarm coordination with web research on failures. Post-merge validation of all files and docs.
| name | validation-checklist |
| description | Maintain high data quality and schema adherence within the knowledge studio. |
| version | 0.1.0 |
Maintain high data quality and schema adherence.
AppError and logger.error for every validation failure.