Cortex

Replay-safe incremental reconcile workflow with dedupe, invalid-amount rejects, and two-pass audit logging.

Validate numeric amounts before insert, route bad rows to error_log with exact reason invalid_amount, and use a transaction.

Incremental reconcile workflow with dedupe, invalid-amount rejects, and batch audit logging.

Lightweight dedupe + reject workflow for nano benchmark transfer runs.

Holdout fluxtool syntax reference with remapped command/operator language

Complete reference for the gridtool data processing CLI

Use when the task is to create a 4-on-the-floor kick pattern in FL Studio Channel Rack (steps 1,5,9,13) with keyboard-first verification.

Use when any task is executed in FL Studio; provides universal UI rules (Hint Bar usage, Channel Rack orientation, numeric entry, and anti-loop behavior).

Stateful ingest workflow with dedupe, rejects, and checkpoint logging.

Baseline SQL workflow for deterministic sqlite3 CLI tasks.

Idempotent import pattern using ON CONFLICT for duplicate-safe ingestion.

Procedure for importing fixture rows and computing grouped totals.

Handle bad data rows by routing errors to error_log while importing valid rows.

Use when creating or updating local skills under skills/; enforces SKILL.md folder format, valid frontmatter, and trigger-focused descriptions.