governed-skill-evolution / scripts /verify_artifacts.py
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Publish curated reproducibility artifact
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from __future__ import annotations
import hashlib
import json
import re
from pathlib import Path
from pypdf import PdfReader
ROOT = Path(__file__).resolve().parents[1]
RESULTS = ROOT / "results"
PAPER_SOURCE = ROOT / "paper" / "paper.md"
PAPER_PDF = ROOT / "paper" / "paper.pdf"
EXPECTED_STUDY = "permission-safe-planning-locked-v2-2026-09"
CONDITIONS = {"no_wiki", "flat_history", "persistent_wiki"}
class VerificationError(RuntimeError):
pass
def load_object(path: Path) -> dict:
value = json.loads(path.read_text(encoding="utf-8"))
if not isinstance(value, dict):
raise VerificationError(f"object expected: {path}")
return value
def sha_text(value: str) -> str:
return "sha256:" + hashlib.sha256(value.encode("utf-8")).hexdigest()
def semantic_material(entry: dict) -> dict:
return {
"id": entry["entry_id"],
"proposalId": entry["proposal_id"],
"comparisonId": entry["comparison_id"],
"action": entry["action"],
"decision": entry["decision"],
"targetKind": entry["target_kind"],
"targetPath": entry["target_path"],
"previousDigest": entry["previous_digest"],
"candidateDigest": entry["candidate_digest"],
"metrics": entry["metrics"],
"context": entry["context"],
"evidenceRefs": entry["evidence_refs"],
"patternIds": entry["pattern_ids"],
"securityAttestationDigest": entry["security_attestation_digest"],
"note": entry["note"],
"previousEntryDigest": entry["previous_entry_digest"],
"createdAt": entry["created_at"],
}
def verify_summary() -> tuple[dict, dict[str, dict]]:
summary = load_object(RESULTS / "summary.json")
manifest = load_object(RESULTS / "manifest.json")
if summary.get("study_id") != EXPECTED_STUDY or manifest.get("study_id") != EXPECTED_STUDY:
raise VerificationError("study identity mismatch")
if not manifest.get("completed_at"):
raise VerificationError("manifest is incomplete")
if manifest.get("result_rows") != 9 or manifest.get("ledger_entries") != 36:
raise VerificationError("manifest counts changed")
rows = summary.get("rows")
if not isinstance(rows, list) or len(rows) != 9:
raise VerificationError("expected nine result rows")
keys = {(row["condition"], row["replicate"]) for row in rows}
expected = {(condition, replicate) for condition in CONDITIONS for replicate in (1, 2, 3)}
if keys != expected:
raise VerificationError("condition-replicate matrix is incomplete")
if sum(row["model_calls"] for row in rows) + summary["shared_baseline_transfer_costs"]["model_calls"] != 87:
raise VerificationError("completed model-call count changed")
if any(row["tool_calls"] != 0 for row in rows):
raise VerificationError("tool-call claim changed")
aggregates = {row["condition"]: row for row in summary["aggregates"]}
if set(aggregates) != CONDITIONS:
raise VerificationError("aggregate conditions changed")
persistent = aggregates["persistent_wiki"]
flat = aggregates["flat_history"]
computed = {
"persistent_minus_flat_task_quality": round(
persistent["mean_task_quality"] - flat["mean_task_quality"], 4
),
"persistent_minus_flat_input_tokens": round(
persistent["mean_input_tokens"] - flat["mean_input_tokens"], 4
),
"persistent_minus_flat_rollbacks": round(
persistent["mean_rollback_count"] - flat["mean_rollback_count"], 4
),
"persistent_minus_flat_target_skill_gain": round(
persistent["mean_target_skill_gain"] - flat["mean_target_skill_gain"], 4
),
}
if computed != summary["contrasts"]:
raise VerificationError("registered contrasts do not recompute")
return summary, aggregates
def verify_ledger() -> None:
ledger = load_object(RESULTS / "skill-impact-ledger.json")
if ledger.get("schema_version") != "rew.skill-impact-ledger.v1":
raise VerificationError("ledger schema changed")
entries = ledger.get("entries")
if not isinstance(entries, list) or len(entries) != 36:
raise VerificationError("expected 36 ledger entries")
previous = None
for entry in entries:
material_text = entry.get("digest_material")
if not isinstance(material_text, str):
raise VerificationError("ledger entry has no canonical digest material")
if json.loads(material_text) != semantic_material(entry):
raise VerificationError(f"ledger semantic mismatch: {entry.get('entry_id')}")
if entry.get("previous_entry_digest") != previous:
raise VerificationError(f"ledger chain mismatch: {entry.get('entry_id')}")
digest = sha_text(material_text)
if entry.get("entry_digest") != digest:
raise VerificationError(f"ledger digest mismatch: {entry.get('entry_id')}")
previous = digest
if ledger.get("last_entry_digest") != previous:
raise VerificationError("ledger terminal digest mismatch")
skillops = load_object(RESULTS / "skillops" / "runtime-evolution-summary.json")
if skillops.get("chain_verified") is not True or skillops.get("entries_verified") != 36:
raise VerificationError("SkillOps verification is incomplete")
if skillops.get("last_entry_digest") != previous:
raise VerificationError("SkillOps terminal digest differs")
def verify_public_cleanliness() -> None:
patterns = [
re.compile(r"[A-Za-z]:\\"),
re.compile(r"/Users/"),
re.compile(r"\\Users\\"),
]
for path in list(RESULTS.rglob("*")) + [PAPER_SOURCE, ROOT / "README.md", ROOT / "REPRODUCIBILITY.md"]:
if not path.is_file():
continue
text = path.read_text(encoding="utf-8")
for pattern in patterns:
if pattern.search(text):
raise VerificationError(f"non-public marker in {path}: {pattern.pattern}")
if re.search(r"\bdraft\b", text, re.IGNORECASE):
raise VerificationError(f"prohibited status marker in {path}")
def verify_paper(aggregates: dict[str, dict]) -> None:
source = PAPER_SOURCE.read_text(encoding="utf-8")
required = [
"Governed Skill Evolution from Persistent Agent Experience",
"-2.2867",
"-10,495.7",
"+0.3333",
"+1.9685",
"87 model calls",
"36 impact entries",
]
for value in required:
if value not in source:
raise VerificationError(f"paper is missing required evidence: {value}")
for condition, label in (
("no_wiki", "87.4158"),
("flat_history", "89.6189"),
("persistent_wiki", "87.3322"),
):
if f"{aggregates[condition]['mean_task_quality']:.4f}" != label or label not in source:
raise VerificationError(f"paper table differs for {condition}")
if not PAPER_PDF.is_file():
raise VerificationError("paper PDF is absent")
reader = PdfReader(str(PAPER_PDF))
if len(reader.pages) < 6:
raise VerificationError("paper PDF is unexpectedly short")
metadata = reader.metadata or {}
if metadata.get("/Author") != "Song Luo":
raise VerificationError("paper PDF author metadata changed")
if "Governed Skill Evolution" not in (metadata.get("/Title") or ""):
raise VerificationError("paper PDF title metadata changed")
def main() -> int:
_, aggregates = verify_summary()
verify_ledger()
verify_public_cleanliness()
verify_paper(aggregates)
print("verified 9 result rows, 87 model calls, 36 ledger entries, and paper PDF")
return 0
if __name__ == "__main__":
raise SystemExit(main())