AI Workflow Policies: Evidence, Sources, Review, and Code

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Browse reusable AI policies for source boundaries, citations, claim verification, provided-file workflows, confidence scoring, and engineering review.

Choose the rule you need

Pick the policy that matches the risk: sources, code review, or answer format.

Choose allowed sources

Decide whether the answer can use supplied material, public sources, or web search.

Review code or architecture

Use a policy for code quality, architecture boundaries, or official documentation checks.

Set answer rules

Require citations, confidence, academic style, or a fixed technical format.

Choose allowed sources

Use these policies when the main risk is where the answer gets its facts.

Use only supplied material

Answer only from files, text, screenshots, or other material the user provides.

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Require cited public sources

Use public information only when each factual claim can be tied to an authoritative source.

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Use web search for current claims

Search the web when accuracy depends on recent, changing, or niche public information.

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Review code or architecture

Use these policies when the answer must review code, configuration, architecture, or implementation choices.

Engineering Quality Gate — focused policy

Policy for using the Engineering Quality Gate as a focused architecture plus standards-backed implementation review gate.

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Review architecture boundaries

Check whether modules, layers, ownership, and dependency direction are correctly separated.

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Check code against official docs

Verify code or configuration against official framework, API, platform, or standards documentation.

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Set answer rules

Use these policies when the answer must follow a required format or quality standard.

Use academic style with citations

Require academic tone, cited claims, source limits, and explicit confidence.

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Add a confidence score

End the answer with a numeric score based on evidence quality and uncertainty.

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Use the default technical rule

Use this policy when no narrower rule fits, but the answer still must be objective and verifiable.

Use the default technical rule

Require objective technical answers without invented facts, hidden assumptions, or simulated actions.

Open policy

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