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agent_platform_oci/docs/EXTERNAL_GUARDRAILS_JUDGES.md

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# External Guardrails and Judges SPI
`agent_framework_oci` supports agent-owned guardrails and judges without importing domain code into the core.
```yaml
output:
- code: ACME_POLICY
type: external
class: app.extensions.guardrails:AcmePolicyRail
```
```yaml
judges:
- name: acme_quality
type: external
class: app.extensions.judges:AcmeQualityJudge
threshold: 0.7
```
Native entries remain unchanged. External synchronous `evaluate()` methods execute in worker threads via `asyncio.to_thread`; asynchronous methods execute concurrently on the framework event loop. Judges run concurrently with `asyncio.gather`, preserving YAML result order. Agent plugins should reuse the LLM supplied by the framework rather than instantiate a separate provider.
The core must not reference a concrete agent package, company, product, telecom identifier or domain-specific policy. Domain-specific variants belong to the agent and should receive distinct public codes/names.
## Compatibility rule
Domain policies must not be replaced by cosmetically generic text inside the core while losing the original policy. The generic core implementation and the agent-specific implementation may coexist; the embedding agent explicitly selects its own code/name in YAML.
Legacy business validators should migrate to the agent domain. A temporary compatibility shim is acceptable for old imports, but new application code must import the agent-owned implementation.