Scientific Stitch Chemical Network

STITCH chemical network

STITCH chemical network skill. STITCH chemical-protein interaction queries, chemical similarity networks, and drug-target network construction.

Use This Skill When

• STITCH chemical-protein interaction queries.
• Chemical similarity networks.
• Drug-target network construction.

Required Inputs

• Research objective, decision target, or hypothesis.
• Available data, source constraints, and domain assumptions.
• Required outputs, success metrics, and deadline or reproducibility constraints.

Workflow

1. Confirm scope, assumptions, and the exact artifact set to save.
2. Apply the narrowest domain method that answers the request with defensible evidence.
3. Save code, tables, figures, and intermediate outputs to files instead of chat-only output.
4. State limitations, uncertainty, and any validation or sensitivity checks performed.