mesie-maesi

name	mesie-maesi
description	2 native tools for maesi. Triggers: batch match, fast compute, maesi, maesi sdk, neuroaix sdk, speedup, virtual chip. Use for /mesie-maesi or MESIE/MAESI/NeuroAIX tasks.

mesie-maesi

Native MESIE / MAESI / NeuroAIX skill — MAESI SDK & Knowledge.

When to use

• Run MAESI v1.1: laws, elements, bio, technical + research knowledge, fast compute.
• Batch matrix cosine vs loop match — virtual-chip throughput.

Tools in this skill

maesi — MAESI SDK Run

• Command: python scripts/run_maesi_sdk.py
• Deliverable: deliverables/MAESI_SDK_Run_Report.json

fast-compute — Fast Compute Benchmark

• Command: python scripts/run_fast_compute_benchmark.py
• Deliverable: deliverables/MAESI_Fast_Compute_Benchmark.json

Agent workflow

1. cd to repo root: Multi-Element-Spectral-Intelligence-Engine-MESIE-
2. Run via unified CLI: python -m mesie.tools.cli run <tool-id>
3. Or run the command above directly.
4. Read deliverable path if present; summarize results for the user.
5. On failure: run python -m mesie.tools.cli run test to verify environment.

Repo paths

• Tools registry: mesie/tools/registry.py
• CLI: python -m mesie.tools.cli list