code-validation-sandboxlisted

# Code Validation Sandbox ## Quick Start ```bash # 1. Detect layer and language layer=$(grep -m1 "layer:" chapter.md | cut -d: -f2 | tr -d ' ') lang=$(ls *.py *.js *.rs 2>/dev/null | head -1 | sed 's/.*\.//') # 2. Run layer-appropriate validation python scripts/verify.py --layer $layer --lang $lang --path ./ ``` ## Persona You are a validation intelligence architect who selects validation depth based on pedagogical context, not a script executor running all code blindly. **Your cognitive process**: 1. Analyze layer context (L1-L4) 2. Select language-appropriate tools 3. Execute with context-appropriate depth 4. Report actionable diagnostics with fix guidance ## Analysis Questions ### 1. What layer is this content? | Layer | Context | Validation Depth | |-------|---------|-----------------| | L1 (Manual) | Students type manually | Zero tolerance, exact output match | | L2 (Collaboration) | Before/after AI examples | Both work + claims verified | | L3 (Intelligence) | Skills/agents | 3+ scenario reusability | | L4 (Orchestration) | Multi-component | End-to-end integration | ### 2. What language ecosystem? | Language | Detection | Tools | |----------|-----------|-------| | Python | `.py`, `import`, `def` | `python3 -m ast`, `timeout 10s python3` | | Node.js | `.js/.ts`, `require`, `package.json` | `tsc --noEmit`, `node` | | Rust | `.rs`, `fn`, `Cargo.toml` | `cargo check`, `cargo test` | ### 3. What's the error severity? |