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pbi_create_calc_group

Create a calculation group table in Power BI, defining its Name column, precedence, and adding calculation items with DAX expressions and format strings.

Instructions

Create a calculation group table with its Name column and optional calculation items.

items: list of {name, expression, format_string_expression?, ordinal?}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
itemsNo
overwriteNo
precedenceNo
table_nameYes
column_nameNoName

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description must disclose behaviors. It fails to mention side effects, required permissions, what happens if the table already exists, or any other behavioral traits beyond the action itself.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is very short (2 sentences) and front-loaded, but lacks structure (e.g., bullet points for parameters). Every sentence adds value, but important details are omitted.

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

Completeness2/5

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

Given the tool's complexity (5 params, 0% coverage, output schema exists), the description is incomplete. It does not explain the return value, overwrite behavior, or precedence meaning, leaving significant gaps.

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 coverage is 0%, so the description must compensate. It explains the items parameter structure but leaves out table_name, column_name, overwrite, and precedence. Partial value added, but insufficient for full semantic clarity.

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's action: 'Create a calculation group table with its Name column and optional calculation items.' It is specific and distinguishes from siblings like pbi_delete_calc_group and pbi_list_calc_groups.

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 creating a calculation group but provides no explicit guidance on when to use this versus alternatives (e.g., pbi_create_table) or prerequisites. No exclusions or context are given.

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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