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Issue title
`self.dataset_dir` used but never assigned in __init__
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Top 5 (default)
Issue body (markdown)
## Code-quality scan: `hexo-ai/sia`
**Score: 77/100 (A-)** · 87 findings · scanned 2026-06-05 22:20 UTC · 7,764 LOC
| Severity | Count |
|---|---|
| CRITICAL | 0 |
| HIGH | 37 |
| MEDIUM | 23 |
| LOW | 4 |
📊 [Full filterable report](https://repobility.com/scan/99e8c792-75c5-4581-9d42-d279f50144da/) · 
### Top findings
1. **HIGH** `SEC128` — Async function without await — fire-and-forget Promise (AI mistake)
`sia/run_setup.py:81`
2. **HIGH** `MINED034` — Python Subprocess Shell True
`sia/tasks/spaceship-titanic/reference/reference_target_agent.py:73` · CWE-78 · ✓ Repobility
3. **HIGH** `MINED034` — Python Subprocess Shell True
`sia/tasks/_shared/reference_target_agent.py:73` · CWE-78 · ✓ Repobility
4. **HIGH** `MINED034` — Python Subprocess Shell True
`sia/backends/pydantic_ai.py:78` · CWE-78 · ✓ Repobility
5. **HIGH** `MINED108` — `self.dataset_dir` used but never assigned in __init__
`sia/layout.py:154` · ✓ Repobility
---
**Security note**: this issue is public. If any flagged finding is a real, exploitable vulnerability, please redirect to your `SECURITY.md` policy or open a [private security advisory](https://docs.github.com/en/code-security/security-advisories/guidance-on-reporting-and-writing-information-about-vulnerabilities/privately-reporting-a-security-vulnerability) instead. We're happy to close this and re-submit privately.
---
_Filed automatically. Close this issue if not useful — we won't refile. Full report: https://repobility.com/scan/99e8c792-75c5-4581-9d42-d279f50144da/_
Already filed
This repo publishes a SECURITY.md policy and the scan contains 3 Critical/High security finding(s). Public issue filing would violate coordinated disclosure. Submit privately via the project's security reporting channel.
Megaproject â high spam risk
Could not determine 'hexo-ai/sia' star count (GitHub API rate-limited or unreachable). When in doubt about repo size, prefer opening a focused PR or a discussion rather than an issue.
Already filed
32/93 findings (34%) on this scan are already flagged as test-file, won't-fix, or suppressed. The scan is too noisy to file as a single issue. Curate down to specific actionable findings, or address the FP source first.
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