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# Audit analyser

# Audit analyser

Creating new agents

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Builds analysers that read pipeline output, apply versioned audit profiles, and emit evidence-backed anomaly records for a person to review.
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- **Used when**
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— When processing output needs checking against defined expectations and the result has to carry its evidence rather than a verdict.
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- **Loads first**
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- The agent-building and batch-workflow skills.
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- The atomic-data skill, for the normalised shape the profiles run against.
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- **Returns**
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- The clarified input contract and any unresolved blockers.
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- The recommended architecture and its runtime boundaries.
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- The normalised data model.
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- The audit profile catalogue, each rule with an identifier, its assumptions and its evidence requirement.
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- The output contract and a sample anomaly record.
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- An implementation plan, a test plan, and small-sample verification commands.
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- Notes on personal data and auditability.
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## Others in Creating new agents

- Assistant builder
- Operations agent builder
- Spend approval