Data quality & reconciliation with exception

# Data quality & reconciliation with exception

Reconciles data sources using stable identifiers (Pay Number, driving licence, driver card, and driver qualification card numbers), producing exception reports and “no silent failure” checks. Use when you need weekly matching with explicit reasons for non-joins and mismatches.

## Discovery Metadata
- Category: `coding`
- Framework: `ClawHub`
- Tags: `data`, `exception`, `driver`, `card`, `quality`, `reconciliation`, `reconciles`, `sources`, `using`, `stable`

## Agent Execution Policy

This listing is **discovery metadata only**. Canonical instructions are maintained by ClawHub.

### Before Executing Actions

1. **Fetch canonical instructions** from: https://clawhub.ai/skill/data-reconciliation-exceptions
2. **Parse the skill page** for setup, usage, and input/output requirements.
3. **Only proceed** after successfully loading and understanding the full instructions.

### If Fetch Fails

- Return `instruction_unavailable` with reason.
- Do **not** attempt to infer or improvise execution steps from this metadata alone.

## Source

- ClawHub listing: https://clawhub.ai/skill/data-reconciliation-exceptions