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emgena_r1_compiler_ast_optimization_reasoner_mcp_teaser

id stringlengths 53 53	instruction stringlengths 98 157	output stringclasses 3 values	tool_used stringclasses 3 values	domain stringclasses 1 value	commercial_license stringclasses 1 value	ast_verified bool 1 class
emgena_r1_compiler_ast_optimization_reasoner_mcp_0001	⚡ OFFICIAL EVALUATION TEASER \| Turnkey MCP IDE Plugin on Gumroad: https://bacardy.gumroad.com/l/qexyiv \| Coupon LAUNCH20 at https://emgena.com/trainingslager	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0002	Detect and mitigate Formal Code-Reasoning & Logic issue #2 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0003	Detect and mitigate Formal Code-Reasoning & Logic issue #3 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0004	Detect and mitigate Formal Code-Reasoning & Logic issue #4 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0005	Detect and mitigate Formal Code-Reasoning & Logic issue #5 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0006	Detect and mitigate Formal Code-Reasoning & Logic issue #6 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0007	Detect and mitigate Formal Code-Reasoning & Logic issue #7 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0008	Detect and mitigate Formal Code-Reasoning & Logic issue #8 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0009	Detect and mitigate Formal Code-Reasoning & Logic issue #9 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0010	Detect and mitigate Formal Code-Reasoning & Logic issue #10 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0011	Detect and mitigate Formal Code-Reasoning & Logic issue #11 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0012	Detect and mitigate Formal Code-Reasoning & Logic issue #12 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0013	Detect and mitigate Formal Code-Reasoning & Logic issue #13 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0014	Detect and mitigate Formal Code-Reasoning & Logic issue #14 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0015	Detect and mitigate Formal Code-Reasoning & Logic issue #15 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0016	Detect and mitigate Formal Code-Reasoning & Logic issue #16 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0017	Detect and mitigate Formal Code-Reasoning & Logic issue #17 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0018	Detect and mitigate Formal Code-Reasoning & Logic issue #18 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0019	Detect and mitigate Formal Code-Reasoning & Logic issue #19 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0020	Detect and mitigate Formal Code-Reasoning & Logic issue #20 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0021	Detect and mitigate Formal Code-Reasoning & Logic issue #21 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0022	Detect and mitigate Formal Code-Reasoning & Logic issue #22 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0023	Detect and mitigate Formal Code-Reasoning & Logic issue #23 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0024	Detect and mitigate Formal Code-Reasoning & Logic issue #24 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0025	Detect and mitigate Formal Code-Reasoning & Logic issue #25 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0026	Detect and mitigate Formal Code-Reasoning & Logic issue #26 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0027	Detect and mitigate Formal Code-Reasoning & Logic issue #27 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0028	Detect and mitigate Formal Code-Reasoning & Logic issue #28 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0029	Detect and mitigate Formal Code-Reasoning & Logic issue #29 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0030	Detect and mitigate Formal Code-Reasoning & Logic issue #30 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0031	Detect and mitigate Formal Code-Reasoning & Logic issue #31 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0032	Detect and mitigate Formal Code-Reasoning & Logic issue #32 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0033	Detect and mitigate Formal Code-Reasoning & Logic issue #33 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0034	Detect and mitigate Formal Code-Reasoning & Logic issue #34 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0035	Detect and mitigate Formal Code-Reasoning & Logic issue #35 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0036	Detect and mitigate Formal Code-Reasoning & Logic issue #36 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0037	Detect and mitigate Formal Code-Reasoning & Logic issue #37 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0038	Detect and mitigate Formal Code-Reasoning & Logic issue #38 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0039	Detect and mitigate Formal Code-Reasoning & Logic issue #39 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0040	Detect and mitigate Formal Code-Reasoning & Logic issue #40 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0041	Detect and mitigate Formal Code-Reasoning & Logic issue #41 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0042	Detect and mitigate Formal Code-Reasoning & Logic issue #42 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0043	Detect and mitigate Formal Code-Reasoning & Logic issue #43 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0044	Detect and mitigate Formal Code-Reasoning & Logic issue #44 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0045	Detect and mitigate Formal Code-Reasoning & Logic issue #45 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0046	Detect and mitigate Formal Code-Reasoning & Logic issue #46 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0047	Detect and mitigate Formal Code-Reasoning & Logic issue #47 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0048	Detect and mitigate Formal Code-Reasoning & Logic issue #48 using tool verify_semantic_equivalence.	Executed verify_semantic_equivalence with AST verified constraint validation. Result: SAFE, telemetry nominal.	verify_semantic_equivalence	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0049	Detect and mitigate Formal Code-Reasoning & Logic issue #49 using tool analyze_ast_depth_complexity.	Executed analyze_ast_depth_complexity with AST verified constraint validation. Result: SAFE, telemetry nominal.	analyze_ast_depth_complexity	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true
emgena_r1_compiler_ast_optimization_reasoner_mcp_0050	Detect and mitigate Formal Code-Reasoning & Logic issue #50 using tool reason_about_inlining_tradeoffs.	Executed reason_about_inlining_tradeoffs with AST verified constraint validation. Result: SAFE, telemetry nominal.	reason_about_inlining_tradeoffs	Formal Code-Reasoning & Logic	EMGENA_AI_LABS_ENTERPRISE_EULA	true

🧠 Code-Reasoning - AST Bytecode Optimization & Inlining Reasoner (Evaluation Teaser)

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🌟 Domain Overview & Reasoning Features

Bytecode complexity analysis, recursive call inlining tradeoffs, and loop invariant vectorization proving semantic equivalence.

Explicit Chain-of-Thought Verification: Full <think> traces and deterministic invariants.
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