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omega_vault_search

Search vault database with exact keyword matching using SQLite FTS5. Returns timestamped entries with session context for precise queries.

Instructions

Searches the vault database using exact keyword matching via SQLite FTS5. Use this for precise keyword lookups; use omega_rag_query instead for semantic/meaning-based search. Returns JSON array of matching vault entries with timestamps and session context.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesFTS5 keyword query supporting AND, OR, NOT, and quoted phrases, e.g. '"deploy production" NOT staging'.
Behavior4/5

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

With no annotations, description carries full burden. It discloses use of FTS5, exact matching, and return format (JSON array with timestamps and session context). Does not mention authentication or side effects, but search is inherently read-only; still good for a search tool.

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: first states purpose and method, second gives usage guidance and output format. No redundant words, highly efficient.

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 one parameter and no output schema, the description covers purpose, method, usage guidance, and return format. It contrasts with a sibling tool. Complete for an agent to invoke correctly.

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% and already explains FTS5 syntax (AND, OR, NOT, quotes). The description adds 'exact keyword matching' but does not provide additional meaning beyond the schema. Baseline score 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?

Clearly states verb (searches), resource (vault database), and method (exact keyword matching via SQLite FTS5). Explicitly distinguishes from sibling tool omega_rag_query, making purpose unambiguous.

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?

Provides explicit guidance: use for precise keyword lookups, and directs to omega_rag_query for semantic search. This gives clear when-to-use and when-not-to-use instructions.

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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