mesie-match

name	mesie-match
description	2 native tools for match. Triggers: compare spectra, match, rank, rank candidates, retrieval, similarity, top-k. Use for /mesie-match or MESIE/MAESI/NeuroAIX tasks.

mesie-match

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

When to use

• Compare two spectral records with composite scoring.
• Rank a query spectrum against a candidate pool (composite scoring).

Tools in this skill

match — Match Two Spectra

• Command: python examples/02_match_two_records.py

rank — Rank Candidates

• Command: python scripts/run_rank_demo.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