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docs(readme): document API and MCP modules #10

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5eefa21
docs(readme): document API and MCP modules in current layout
SinatrasC Apr 30, 2026
f22c21a
docs(detector): expand LAST_CALL_REPLAY docstring to list covered shapes
SinatrasC Apr 30, 2026
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4 changes: 4 additions & 0 deletions README.md
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Expand Up @@ -14,6 +14,10 @@ The core module is `kernelguard.py`, which can:

- `kernelguard.py`
Main detector and audit tool.
- `kernelguard_api.py`
HTTP API for the competition (kernels, validation suites, red/blue submissions).
- `kernelguard_mcp.py`
MCP server exposing `analyze_code` to MCP clients.

## Install

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6 changes: 5 additions & 1 deletion kernelguard.py
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Expand Up @@ -2161,7 +2161,11 @@ def _is_data_ptr_call(expr: ast.AST | None) -> bool:


def detect_last_call_replay(code: str | SubmissionFacts) -> list[dict]:
"""Pattern: saved-output replay when prior call signature matches current state."""
"""Pattern: saved-output replay when prior call signature matches current state.

Covers identity-keyed (``data is _LAST``), pointer/version-signature
(``data.data_ptr() == _LAST_PTR``), and tuple-of-input replay shapes.
"""
facts = ensure_submission_facts(code)
tree = facts.ast_tree
if tree is None:
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