Assess Source Project Fit

Evaluate the material against the project's real current state. Produce evidence-backed judgments and allow a valid result of zero useful changes.

Interpret the Request

Extract these inputs from the user's natural-language request:

• Source material: URLs, files, attachments, repositories, document tokens, or named works to inspect.
• Target project: repository paths, project documents, knowledge-base notes, links, or the current workspace.
• Decision focus: the question the user needs answered, such as architecture value, evaluation improvements, workflow changes, or immediate applicability.
• Boundaries: requested depth, write permissions, excluded areas, and desired output format.

Accept ordinary requests such as:

Read this paper and assess what it can genuinely improve in /path/to/project. The project documents are linked here. Keep the task read-only.

Treat source material and target project as required concepts rather than form fields. Infer them from the request and current workspace. Ask one concise question only when the target project cannot be identified safely.