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khglynn

io.github.khglynn/spotify-bulk-actions-mcp

export_review_csv

Export medium and low confidence track matches to a CSV file for manual verification and correction.

Instructions

Export medium/low confidence matches to a CSV for human review.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
batch_resultsYesResults from batch_search_tracks

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of disclosing behavioral traits. It states the output (CSV for human review) but does not mention whether the operation is read-only, if it modifies any data, or any authentication or rate limit considerations. The description is minimal and lacks depth.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, clear sentence with no wasted words. It efficiently conveys the tool's purpose and context.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has one parameter (referencing batch_search_tracks) and an output schema, the description is reasonably complete. It explains the input source and output format (CSV for human review). However, it could mention where the CSV is saved or how it is delivered.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, with the parameter description in the schema being 'Results from batch_search_tracks'. The tool description does not add any additional meaning beyond what the schema already provides, so baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool exports medium/low confidence matches to CSV for human review. It specifies the exact resource (matches) and action (export to CSV), distinguishing it from sibling export tools like export_library_summary and export_playlist_to_csv.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies the tool should be used after batch_search_tracks, as the input is batch_results. However, it does not explicitly mention when to use it over alternatives or provide any exclusion criteria. The purpose is clear but lacks explicit guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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