[DO NOT MERGE] Add Tutorials Audit Framework#3815
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Automated audit framework for PyTorch tutorial content health. Scheduled monthly via GitHub Actions (Stage 1: deterministic script-based audits) with optional Claude Code semantic analysis (Stage 2). Audit passes: - Build log warnings: extract DeprecationWarning/FutureWarning from CI logs - Changelog diff: cross-reference PyTorch release notes against tutorials - Orphaned tutorials: detect invisible tutorials, broken cards, NOT_RUN accountability - Security patterns: torch.load without weights_only, eval(), non-HTTPS URLs - Staleness check: tutorials-review-data.json freshness analysis - Dependency health: import vs requirements.txt mismatches - Template compliance: author attribution, grid cards, conclusion sections - Index consistency: tag typos, missing thumbnails, redirect chains - Build health: metadata.json coverage, shard imbalance, NOT_RUN growth Security: - Content sanitization (HTML comments, @mentions, script tags, truncation) - Claude skill with 6 mandatory guardrails (no PR actions, no file modifications) - Safe AST-based parsing of redirects.py (no exec()) - Streaming zip download for build logs (no full memory load) - Action versions pinned to SHA hashes Config-driven for cross-repo adoption. Only config.yml differs per repo. Trend tracking via previous closed audit issue (no contents:write needed). 68 pytest tests covering security boundary and all audit passes.
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/tutorials/3815
Note: Links to docs will display an error until the docs builds have been completed. ❌ 1 New FailureAs of commit bb0a3f8 with merge base ccac77f ( NEW FAILURE - The following job has failed:
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Automated audit framework for PyTorch tutorial content health. Scheduled monthly via GitHub Actions (Stage 1: deterministic script-based audits) with optional Claude Code semantic analysis (Stage 2).
Audit passes:
Security:
Config-driven for cross-repo adoption. Only config.yml differs per repo. Trend tracking via previous closed audit issue (no contents:write needed). 68 pytest tests covering security boundary and all audit passes.