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ADIKANT

datalens-dev-mcp

by ADIKANT

Readback And Report

dl_readback_and_report

Generates a readback summary and deployment report for DataLens dashboards, charts, datasets, or connections, verifying saved or published versions.

Instructions

Create readback summary and deployment report.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
branchNoDataLens branch to read.saved
targetNoReadback target kind.dashboard
chart_idsNoChart ids to read back.
dataset_idNoDataLens dataset id.
target_urlNo
context_refNoOwning project_context_ref.v1 from Project Memory Bank.
dashboard_idNoDataLens dashboard id.
project_rootNoLocal project root..
connection_idNoDataLens connection id.
evidence_refsNoHash-bound evidence_ref.v1 inputs from prior project-aware operations.
readback_modeNoReadback depth for saved/published verification.minimal
target_workbook_idNoTarget workbook id to include in a generated project manifest.
delivery_intent_textNo
Behavior2/5

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

No annotations are provided, so the description must fully disclose behavior. It only says 'Create readback summary and deployment report,' without explaining side effects, required permissions, or what operations are performed (e.g., reads vs. writes). This is insufficient.

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 a single sentence, which is concise but likely too brief for a tool with 13 parameters. It front-loads the action, but does not earn its place by providing needed detail.

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 (13 parameters, no output schema, no annotations), the description is incomplete. It does not explain what the summary/report contains, how it relates to sibling tools, or what happens with the outputs.

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 85%, so the input schema already explains most parameters. The tool description adds no additional meaning beyond the schema, so a baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description says 'Create readback summary and deployment report.' It identifies the verb (create) and resource (readback summary and deployment report), but the term 'readback' is not defined and no further detail is given, making the purpose somewhat vague.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives. There is no mention of context, prerequisites, or situations where it should not be used.

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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