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process_lambda_pipeline

Migrates hot-tier events to cold storage while performing ID stitching, PII anonymization, and priority scoring for efficient data lifecycle management.

Instructions

Migrates Hot Tier events to Cold Storage, executing ID stitching, PII anonymization, and priority scoring.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
max_batch_sizeNo

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 mentions the processing steps, but does not disclose side effects, permissions, or execution behavior (e.g., synchronous vs async).

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 sentence that efficiently conveys the core function and additional processing steps, with no redundant information.

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 one optional parameter and existence of output schema, the description covers the core functionality. However, adding parameter guidance would improve completeness.

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?

Schema coverage is 0% and the description does not mention the only parameter 'max_batch_size' or explain how it affects behavior. Parameter semantics are not addressed.

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 action 'Migrates Hot Tier events to Cold Storage' and lists specific processing steps (ID stitching, PII anonymization, priority scoring), distinguishing it from sibling tools like ingest or export.

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

Usage Guidelines3/5

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

The description implies usage for migrating hot data, but lacks explicit when-to-use or when-not-to-use guidance. No exclusions or alternatives are mentioned.

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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