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akb_publication_snapshot

Freeze a table_query publication's current result to S3 and switch it to snapshot mode, returning the cached result on subsequent visits.

Instructions

Freeze a table_query publication's current result to S3 and flip its mode to 'snapshot' (subsequent visits return the cached result). Identified by slug alone — the vault is resolved from the publication. Returns the updated publication dict.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYesPublication slug
Behavior3/5

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

With no annotations, the description carries the full burden. It discloses the mutation (flipping mode) and caching behavior, but omits authorization needs and potential side effects.

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-load the action and provide necessary detail without wasted words.

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?

For a simple tool with one param and no output schema, the description adequately covers functionality, input identification, and return value, though it lacks error handling info.

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

Parameters4/5

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

Schema coverage is 100% for the single param slug. The description adds value by clarifying that the vault is resolved automatically, going beyond the schema.

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 freezes a publication's result to S3 and flips its mode to snapshot, distinguishing it from siblings like akb_publish and akb_publications.

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

Usage Guidelines4/5

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

The description explains when to use: to cache a publication's current result. It provides clear context but does not explicitly exclude alternatives.

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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