# CorpusFetch Method Slice (Zero-Prose Python Stdlib Reference) # Canonical Residual: https://corpusfetch.com/c/how-must-an-instance-bind-prompt-versions-to-observed-behavioral-baselines.md # Remnant Warrant: https://corpusfetch.com/c/how-must-an-instance-bind-prompt-versions-to-observed-behavioral-baselines.warrant.json # Markdown SHA-256: c6672968061546c4eb138a9722fef36738f079d4126d5fce6906ce81b83b1d2f # Code AST SHA-256: c9f1cc7a65c9e1980fde683f9d001b26889e767af2e44170f482191ae0272dfa # Verified Classes: PromptVerdict, PromptVersion, PromptPolicy, PromptManifest, PromptVersionGuard # Defensive Guards: 0 fail-closed invariants (zero external deps) from dataclasses import dataclass from enum import Enum, auto import hashlib import json class PromptVerdict(Enum): NO_VERSIONING = auto() BASELINE_VERIFIED = auto() SILENT_DRIFT_DETECTED = auto() NO_BASELINE = auto() @dataclass(frozen=True) class PromptVersion: version_id: str text_hash: str behavioral_baseline_hash: str | None drift_detected_since_baseline: bool @dataclass(frozen=True) class PromptPolicy: require_baseline: bool require_drift_check: bool @dataclass(frozen=True) class PromptManifest: verdict: PromptVerdict directive: str manifest_digest: str class PromptVersionGuard: @staticmethod def _hash(data: str) -> str: return hashlib.sha256(data.encode("utf-8")).hexdigest() @classmethod def evaluate_version( cls, version: PromptVersion, policy: PromptPolicy ) -> PromptManifest: # Gate 1: Baseline requirement if policy.require_baseline and not version.behavioral_baseline_hash: return PromptManifest( verdict=PromptVerdict.NO_BASELINE, directive=f"HALT: Prompt {version.version_id} lacks behavioral baseline.", manifest_digest=cls._hash(f"NO_BASELINE:{version.version_id}") ) # Gate 2: Drift detection if policy.require_drift_check and version.drift_detected_since_baseline: return PromptManifest( verdict=PromptVerdict.SILENT_DRIFT_DETECTED, directive=f"HALT: Prompt {version.version_id} behavior drifted since baseline. Re-baseline.", manifest_digest=cls._hash(f"DRIFT:{version.version_id}") ) # Gate 3: Verified digest = cls._hash(json.dumps({ "version": version.version_id, "text": version.text_hash, "baseline": version.behavioral_baseline_hash or "NONE", "drift": str(version.drift_detected_since_baseline) }, sort_keys=True)) return PromptManifest( verdict=PromptVerdict.BASELINE_VERIFIED, directive=f"PROCEED: Prompt {version.version_id} version verified with behavioral baseline.", manifest_digest=digest )