Guardrails AI

Generated Evaluation Status

This section is generated from the framework manifest and compatibility report. Do not edit it manually.

• Framework ID: guardrails-ai
• Manifest: docs/external-frameworks/guardrails-ai.json
• Compatibility report: ./reports/guardrails-ai.compatibility.json
• Evidence class: SOURCE_REVIEWED
• Independently reproducible: False
• Comparative-testing claim allowed: False
• Missing reproducibility gates: shared_test_vector, raw_output, timestamp, runtime_configuration, source_version_or_hash, replay_commands, declared_expected_outcome, independent_reproduction
• Evaluation result: COMPATIBILITY_EVIDENCE_ONLY
• Cycle status: FIRST_FRAMEWORK_CYCLE_COMPLETE
• Execution authority claim: False
• Next bounded action: Add executable observations, raw outputs, pinned versions, replay commands, and independent reproduction before making comparative-testing claims.
• Posting source: generated compatibility report
• Generated status is descriptive compatibility evidence only.

Generated Authored Analysis Boundary

This section is generated. Do not edit it manually.

• Framework ID: guardrails-ai
• Framework name: Guardrails AI
• Generated sections above this boundary may be rebuilt from registry, manifest, compatibility-report, and result artifacts.
• Authored analysis below this boundary may contain interpretation, notes, and framework-specific discussion.
• Generators must preserve authored analysis unless a future validator explicitly declares a migration path.
• Boundary rule: generated material is descriptive compatibility evidence only and does not create certification, endorsement, adoption, proof, or operational permission.

Generated Transition Mapping

This section is generated from the framework manifest. Do not edit it manually.

Field	Generated Value
framework_identity	Guardrails AI
source_reference	https://guardrailsai.com/
source_version	official project source recorded
allowed_use_boundary	runtime and output-validation evidence only
claims	programmable validation, constraint, and correction of model inputs and outputs
non_claims	no policy legitimacy, standing, certification, or execution authority
input_artifact_type	model input, output, validator configuration, or guardrail configuration
output_artifact_type	validation, correction, or block evidence
actor_or_authority_model	configured runtime actors; authority not established by validator result
evidence_model	official project source plus local bounded crosswalk
policy_or_rule_model	configured validators and rails
delegation_model	not established by validation result
decision_or_result_model	pass, fail, correction, or block evidence only
execution_authority_claim	false
receipt_or_trace_model	validator output and local compatibility record
reconstruction_model	configuration and output may reconstruct bounded guardrail behavior
SPE_overlap	guardrail evidence may inform standing and policy review
StegVerse_ecosystem_overlap	preparation, execution-boundary, and semantic review evidence
fail_closed_conditions	missing configuration, unknown validator coverage, missing runtime context, or authority overclaim

Generated mapping is compatibility evidence only.

Generated Framework Metadata

This section is generated from the external-framework registry. Do not edit it manually.

• Framework ID: guardrails-ai
• Name: Guardrails AI
• Registry status: SOURCED-CROSSWALK-PROVISIONAL
• Testbench state: SOURCE_RECORDED_CROSSWALK_PROVISIONAL
• Manifest path: docs/external-frameworks/guardrails-ai.json
• Source reference: https://guardrailsai.com/
• Metadata boundary: generated metadata is descriptive only; it does not create certification, endorsement, formalism adoption, admissibility proof, or execution authority.

Evidence posture

evidence_class: SOURCE_REVIEWED
page_completeness: COMPLETE_WITH_EXTERNAL_GATES
runtime_observation: none attached
independent_reproduction: false
comparative_testing_claim_allowed: false
execution_authority_claim_allowed: false

Published scope

Guardrails AI provides tooling for validating, constraining, and correcting model inputs and outputs through programmable validators and guardrails.

Canonical source: https://guardrailsai.com/

Source snapshot posture: official project material is recorded, but no pinned package, validator set, model configuration, raw validation output, correction trace, or independent replay receipt is attached.

Native terms

Guardrails AI term	Meaning here	StegVerse relationship
Guard	Validation and correction configuration.	Runtime evidence boundary; not policy authority.
Validator	Rule or model checking an input or output.	Bounded evaluator whose scope and version must be pinned.
Pass or fail	Result of configured validation.	Evidence about configured checks; not transition admissibility.
Correction or reask	Remediation behavior after validation failure.	New transition requiring separate review and trace retention.

Relationship to admissibility

Guardrails AI asks: Does this input or output satisfy configured validators?
StegVerse asks: May the resulting transition bind consequence under current authority and evidence?

A guardrail result can contribute model-input or output-validation evidence. Validator selection, coverage, policy legitimacy, actor authority, delegation, and consequence scope remain separately reconstructable.

Observation boundary

No public StegVerse Guardrails AI runtime observation is claimed.

shared test vector: missing
raw validator output: missing
timestamp: missing
validator and model configuration: missing
package and validator versions: missing
replay commands: missing
declared expected outcome: missing
independent reproduction: missing

StegVerse analysis

Criterion	Current result
Identity	The framework evaluates content, not actor standing.
Authority	Validator pass or block does not grant or revoke execution authority.
Policy	Configured validators may encode policy fragments, but legitimacy and scope remain external.
Delegation	Not established by validation.
Evidence	Raw validator results, correction traces, and configuration can become evidence when retained.
Replayability	Requires pinned package, validators, models, prompts, thresholds, and input.
Reconstructability	Partial until every validator invocation and remediation step is captured.
Failure behavior	Missing validator, exception, timeout, or ambiguous correction must fail closed.
Interoperability	Results can route into a Commitment Candidate as non-authorizing safety evidence.

Commit-time interoperability contract

transition_id
actor
requested_action
target_system
input_or_output_hash
guard_configuration_reference
validator_ids
validator_versions
model_references
thresholds
raw_validation_results
correction_or_reask_trace
policy_reference
delegation_reference
execution_context
validity_window
source_timestamp

Failure classes

Failure class	Applies	Current boundary
Coverage gap	Yes	Unconfigured risks cannot be treated as checked.
Semantic equivalence divergence	Yes	Validator pass is not StegVerse ALLOW.
Configuration drift	Yes	Validator sets and thresholds can change outcomes.
Correction opacity	Yes	Reasks or corrections can introduce unreviewed changes.
Replay divergence	Yes	Model, prompt, package, or validator changes can alter results.
Fail-open runtime error	Yes	Exceptions and timeouts must not authorize execution.
Evidence-class confusion	Yes	Source-reviewed behavior must not be described as tested.

Machine-readable companions

manifest: docs/external-frameworks/guardrails-ai.json
compatibility report: docs/external-frameworks/reports/guardrails-ai.compatibility.json
canonical registry: docs/external-frameworks/index.json
canonical union: static/external-frameworks/canonical-union-inventory.v1.json

Maintenance and challenge path

Maintenance owner: StegVerse-Labs/admissibility-wiki, External Frameworks audit surface.

A challenge must identify guardrails-ai, the validator, configuration, result, source, or claim at issue and provide public evidence supporting correction. Evidence strength cannot increase without reproducible execution artifacts.

Validation completion criteria

pinned package and validator versions
pinned models, prompts, and thresholds
shared input and output vectors
predeclared expected boundaries
raw validation and correction traces
timestamps and runtime configuration
replay commands
independent rerun receipt
non-claim language preserved

Benchmark relevance

execution_boundary, preparation_boundary, semantic_equivalence_boundary, unknown_trajectory_boundary

Non-claims

A validator pass is not execution authority. A guardrail block is not StegVerse certification. Coverage is bounded by configured validators and observed behavior. This page does not claim live integration or general compatibility.

Next safe build target

Attach one pinned validator suite with shared vectors, raw results, correction traces, runtime configuration, expected StegVerse boundary, replay command, and independent rerun receipt.

This page reflects a bounded admissibility packet. Publication does not create standing. The reflected claim inherits only the standing reconstructable from the referenced evidence, authority, and admissibility conditions.