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squatch-c-c

squatch-codebook-mcp

by squatch-c-c

codebook_walk

Walk through notes by repeatedly predicting the next note using link relations, enabling reasoning over local notes.

Instructions

Reasoning walk: from a note, repeatedly predict the next via the LINKS relation.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
notes_dirYes
start_idYes
globNo*.md
stepsNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations are provided, so the description carries full burden. It discloses the core behavior (repeated prediction via LINKS) but does not mention whether the operation is destructive, what happens on missing start_id, or how the walk terminates beyond the step count default.

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

Conciseness4/5

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

The description is a single, front-loaded sentence that efficiently states the tool's purpose, though a brief expansion on parameters would not harm conciseness.

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

Completeness2/5

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

Given the output schema exists, the description does not need to explain return values, but it lacks information on parameters and the nature of the LINKS relation, making it insufficient for an agent to confidently invoke the tool.

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

Parameters2/5

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

With 0% schema description coverage, the description should compensate, but it only explains the overall action. It does not clarify the meaning of notes_dir, start_id, glob, or steps, leaving the agent to infer from parameter names alone.

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 performs a 'reasoning walk' that starts from a note and repeatedly predicts the next note via the LINKS relation, which distinguishes it from siblings like codebook_neighbors (likely single-step) or codebook_query.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives or when not to use it. No exclusions or context for sibling differentiation beyond the implication of repeated traversal.

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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