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ygtalp

rawthink

by ygtalp

search_thoughts

Read-onlyIdempotent

Retrieve relevant thoughts from your vault using a hybrid of semantic understanding and keyword search. Filter results by tags or source type to pinpoint specific sessions or notes.

Instructions

Search vault content with hybrid semantic + keyword search.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNo"full" returns matching passages; "overview" returns one line per session (id, title, score) for orientation before drilling in.full
tagsNoFilter by tags (e.g. ["philosophy", "consciousness"]).
limitNoMax results (default 10).
queryYesNatural language query (e.g. "what did I think about consciousness?").
source_typeNoFilter by "session" or "qnote".

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

Annotations already indicate readOnlyHint and idempotentHint, so the safety profile is covered. The description adds the 'hybrid semantic + keyword search' behavior, which is useful, but it does not disclose other behavioral aspects like result ordering, pagination, or error handling. With annotations present, this is adequate but not exceptional.

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, concise sentence with no wasted words. It is front-loaded with the verb 'Search' and includes the key differentiator 'hybrid semantic + keyword search'. This is appropriately sized.

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 rich input schema (100% coverage), annotations, and presence of an output schema, the description's brevity is acceptable. It provides a sufficient high-level summary, though it could have added more context about use cases or how this relates to sibling search tools.

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 description coverage is 100%, meaning all five parameters are fully described in the schema. The tool description itself adds no extra parameter semantics, so the baseline of 3 applies.

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

Purpose4/5

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

The description clearly states the tool searches 'vault content' using 'hybrid semantic + keyword search', which specifies both the resource and method. However, it does not explicitly distinguish itself from sibling tools like 'search_nodes', so it falls short of a 5.

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, no exclusions, and no context for choosing between search_thoughts and search_nodes or other siblings. It merely states what the tool does without situating it in a workflow.

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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