mesie-data

name	mesie-data
description	2 native tools for data. Triggers: benchmarks, bundled data, data quality, fix data, references, repair references. Use for /mesie-data or MESIE/MAESI/NeuroAIX tasks.

mesie-data

Native MESIE / MAESI / NeuroAIX skill — MESIE Core Spectral Engine.

When to use

• Load references, benchmarks, spectral library.
• Repair bundled reference JSON (negative amplitudes, schema drift).

Tools in this skill

bundled-data — Load Bundled Data

• Command: python examples/09_load_bundled_data.py

fix-data — Fix Reference Data

• Command: python scripts/fix_reference_data.py

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