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chandshy
by chandshy

Full-Text Search (Local Index)

fts_search
Read-only

Perform BM25-ranked keyword search across indexed email corpus with FTS5 syntax including phrases, boolean operators, prefix queries, and column filters. Requires pre-built index.

Instructions

BM25-ranked keyword search over the locally-indexed mail corpus. Supports FTS5 syntax: phrases ("exact phrase"), boolean (foo AND bar, foo OR bar, NOT baz), prefix (proto*), and column filters (subject:invoice from:alice). Faster and smarter than search_emails, but requires the local index to be built — call fts_rebuild if fts_status shows it empty.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesFTS5 query string
folderNoRestrict results to a single folder
sinceEpochNoFilter to messages whose date is at or after this Unix-epoch second
limitNoMax hits to return (1–200, default 20)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
hitsYes
Behavior5/5

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

Annotations already declare readOnlyHint=true. Description adds rich behavioral context: BM25 ranking, FTS5 syntax details, performance comparison, and prerequisite to rebuild index. No contradictions.

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?

Two sentences, front-loaded with verb+resource, each sentence carries essential information with no redundancy.

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

Completeness5/5

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

Given 4 parameters, output schema exists, and no nested objects, the description covers all critical aspects: purpose, syntax, usage conditions, and prerequisite actions. No gaps remain.

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

Parameters5/5

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

Schema has 100% coverage with descriptions. Description adds significant value: explains FTS5 syntax (phrases, boolean, prefix, column filters), gives examples (subject:invoice from:alice), and specifies limit range (1–200, default 20).

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?

Title and first sentence clearly state 'BM25-ranked keyword search over the locally-indexed mail corpus'. Distinguishes from sibling 'search_emails' by noting it's 'Faster and smarter'.

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

Usage Guidelines5/5

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

Explicitly states when to use (requires local index) and when not (call fts_rebuild if empty), and names alternative (search_emails).

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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