mesie-fingerprint

name	mesie-fingerprint
description	TF → salient → LSH → approximate nearest neighbors. Triggers: ann, fingerprint, lsh, salient, time-frequency. Use for /mesie-fingerprint or MESIE/MAESI/NeuroAIX tasks.

mesie-fingerprint

Native MESIE / MAESI / NeuroAIX skill — Embedding, Fingerprint & ANN Retrieval.

When to use

• TF → salient → LSH → approximate nearest neighbors.

Tools in this skill

fingerprint — Fingerprint ANN Pipeline

• Command: python examples/13_fingerprint_ann_pipeline.py
• Deliverable: library/spectral_index.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