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school_compare/scripts/ci/ai_review.py
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#!/usr/bin/env python3
"""AI code review for Gitea pull requests, powered by Claude Code.
Reads the PR diff (base branch vs HEAD), asks Claude Code (headless `claude -p`)
to review it, posts the findings as a PR comment via the Gitea API, and exits
non-zero only when the review contains at least one severe finding — so the
job can gate merges without blocking on nitpicks.
Uses only the Python standard library; the review itself runs through the
Claude Code CLI, authenticated with a subscription OAuth token.
Required environment:
CLAUDE_CODE_OAUTH_TOKEN token from `claude setup-token` (subscription auth)
GITEA_TOKEN Gitea access token for posting PR comments
GITEA_SERVER_URL e.g. https://privaterepo.sitaru.org
GITEA_REPOSITORY owner/repo
PR_NUMBER pull request index
BASE_REF base branch name (e.g. main)
"""
import json
import os
import subprocess
import sys
import urllib.request
MAX_DIFF_CHARS = 150_000
PROMPT = """You are reviewing a pull request for SchoolCompare, a UK school
comparison site (FastAPI backend, Next.js frontend, Airflow/dbt data pipeline,
deployed via Gitea Actions to a staging-then-production Docker setup).
The PR diff is provided on stdin.
Report correctness bugs, security issues, data-loss risks, and broken deploy/CI
configuration. Mark a finding "severe" only if it would break production, leak
data, or corrupt data — severe findings block the merge. Everything else
(style, performance suggestions, minor cleanups) is "minor". Do not invent
findings: an empty findings list is a perfectly good review of a clean diff.
Respond with ONLY a JSON object (no markdown fences, no prose) of this shape:
{
"summary": "two or three sentences on what the change does and its health",
"findings": [
{"severity": "severe" | "minor", "file": "path", "issue": "description"}
]
}"""
def get_diff(base_ref: str) -> str:
subprocess.run(
["git", "fetch", "origin", base_ref],
check=True,
capture_output=True,
)
diff = subprocess.run(
["git", "diff", f"origin/{base_ref}...HEAD"],
check=True,
capture_output=True,
text=True,
).stdout
if len(diff) > MAX_DIFF_CHARS:
diff = diff[:MAX_DIFF_CHARS] + "\n\n[diff truncated for review]"
return diff
def review(diff: str) -> dict:
proc = subprocess.run(
["claude", "-p", PROMPT, "--output-format", "json"],
input=diff,
capture_output=True,
text=True,
timeout=900,
)
if proc.returncode != 0:
raise RuntimeError(f"claude CLI failed:\n{proc.stderr}")
envelope = json.loads(proc.stdout)
result = envelope["result"].strip()
# Defensive: strip markdown fences if the model added them anyway
if result.startswith("```"):
result = result.split("\n", 1)[1].rsplit("```", 1)[0]
return json.loads(result)
def format_comment(result: dict) -> str:
lines = ["## 🤖 AI Code Review (Claude Code)", "", result["summary"], ""]
severe = [f for f in result["findings"] if f["severity"] == "severe"]
minor = [f for f in result["findings"] if f["severity"] == "minor"]
if severe:
lines.append("### 🔴 Severe (blocks merge)")
lines += [f"- **{f['file']}**: {f['issue']}" for f in severe]
lines.append("")
if minor:
lines.append("### 🟡 Minor")
lines += [f"- **{f['file']}**: {f['issue']}" for f in minor]
lines.append("")
if not result["findings"]:
lines.append("✅ No issues found.")
return "\n".join(lines)
def post_comment(body: str) -> None:
server = os.environ["GITEA_SERVER_URL"].rstrip("/")
repo = os.environ["GITEA_REPOSITORY"]
pr = os.environ["PR_NUMBER"]
req = urllib.request.Request(
f"{server}/api/v1/repos/{repo}/issues/{pr}/comments",
data=json.dumps({"body": body}).encode(),
headers={
"Authorization": f"token {os.environ['GITEA_TOKEN']}",
"Content-Type": "application/json",
},
method="POST",
)
with urllib.request.urlopen(req, timeout=30) as resp:
if resp.status >= 300:
raise RuntimeError(f"Comment post failed: HTTP {resp.status}")
def main() -> int:
diff = get_diff(os.environ["BASE_REF"])
if not diff.strip():
print("Empty diff, nothing to review")
return 0
result = review(diff)
comment = format_comment(result)
print(comment)
post_comment(comment)
severe = [f for f in result["findings"] if f["severity"] == "severe"]
if severe:
print(f"\n{len(severe)} severe finding(s) — failing the check", file=sys.stderr)
return 1
return 0
if __name__ == "__main__":
sys.exit(main())