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February 5, 2026 07:13
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- core/sandbox/fallback.py: Eliminate shell injection in run_python() and run_tool() — use subprocess list args instead of shell=True (Finding #2/#3/#4/#5) - core/knowledge/storage.py: Add check_same_thread=False for MCP multi-threaded context (Finding #6) - core/sandbox/config.py: Remove unused `import time` (Finding #1) Remaining lower-priority items noted for future iteration: - #7: Batch commit for bulk entity loading - #8: BFS N+1 → recursive CTE - #9/#10: Dual-write consistency (architectural) - #11/#12: Shared HTTPClient for Nuclei engine - #13: Unbounded glob cap - #14: Regex ReDoS guard
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Apr 9, 2026
LLM security (#4/#5/#11): - ai_engine: add Pydantic schema (LLMAttackSuggestion, LLMAnalysisResponse) for LLM output validation, preventing prompt injection attacks - llm/provider: integrate schema validation in provider response parsing Security defaults (#10/#12): - config/models: expand blocked_targets to RFC 1918, cloud metadata, IPv6 loopback; add LEGAL_DISCLAIMER constant for startup warning Operation audit (#20): - utils/mcp_tooling: add _write_audit_record() — every tool call logged to data/operation_audit.jsonl (tool_name, params_hash, result, timing) Input validation (#8/#9): - ad_handlers: add @validate_inputs(target="dc_ip") to 3 AD tools - mcts_handlers: add @validate_inputs(target="target") to plan_attack_path - parallel_handlers: add @validate_inputs(target="urls") to parallel_scan CI improvements (#7/#21/#23): - pyproject.toml: raise pylint fail-under from 8 to 50 - ci.yml: add pip-audit security scan step; raise --cov-fail-under to 50 - tests/test_cli.py: new CLI test file (11 tests, 3 classes) Payload optimization (#1/#16): - core/payload/loader: PayloadDB lazy-loading singleton with _ensure_loaded() and thread-safe double-checked locking; per-category access
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Coff0xc
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Apr 21, 2026
- core/sandbox/fallback.py: Eliminate shell injection in run_python() and run_tool() — use subprocess list args instead of shell=True (Finding #2/#3/#4/#5) - core/knowledge/storage.py: Add check_same_thread=False for MCP multi-threaded context (Finding #6) - core/sandbox/config.py: Remove unused `import time` (Finding #1) Remaining lower-priority items noted for future iteration: - #7: Batch commit for bulk entity loading - #8: BFS N+1 → recursive CTE - #9/#10: Dual-write consistency (architectural) - #11/#12: Shared HTTPClient for Nuclei engine - #13: Unbounded glob cap - #14: Regex ReDoS guard
Coff0xc
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Apr 21, 2026
LLM security (#4/#5/#11): - ai_engine: add Pydantic schema (LLMAttackSuggestion, LLMAnalysisResponse) for LLM output validation, preventing prompt injection attacks - llm/provider: integrate schema validation in provider response parsing Security defaults (#10/#12): - config/models: expand blocked_targets to RFC 1918, cloud metadata, IPv6 loopback; add LEGAL_DISCLAIMER constant for startup warning Operation audit (#20): - utils/mcp_tooling: add _write_audit_record() — every tool call logged to data/operation_audit.jsonl (tool_name, params_hash, result, timing) Input validation (#8/#9): - ad_handlers: add @validate_inputs(target="dc_ip") to 3 AD tools - mcts_handlers: add @validate_inputs(target="target") to plan_attack_path - parallel_handlers: add @validate_inputs(target="urls") to parallel_scan CI improvements (#7/#21/#23): - pyproject.toml: raise pylint fail-under from 8 to 50 - ci.yml: add pip-audit security scan step; raise --cov-fail-under to 50 - tests/test_cli.py: new CLI test file (11 tests, 3 classes) Payload optimization (#1/#16): - core/payload/loader: PayloadDB lazy-loading singleton with _ensure_loaded() and thread-safe double-checked locking; per-category access
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Thanks for asking me to work on this. I will get started on it and keep this PR's description up to date as I form a plan and make progress.
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