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ADIKANT

datalens-dev-mcp

by ADIKANT

Plan Project Live Workflow

dl_plan_project_live_workflow

Validate and plan project-live workflows for DataLens dashboards using manifest definitions. Supports dry-run, apply, publish, and retirement actions without execution.

Instructions

Plan a manifest-declared project live workflow without execution.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
actionNoProject-live action.dry_run
publishNoRequest publish behavior.
project_rootYesLocal project root..
workflow_nameNoManifest workflow name.
delivery_intent_textNo
Behavior2/5

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

With no annotations, the description must disclose behavior. It only states 'without execution' but omits side effects, permissions, output nature, or whether the plan is stored.

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

Conciseness4/5

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

Single sentence with 8 words, front-loaded and efficient. However, it could be expanded slightly to include key behavioral details without losing conciseness.

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?

No output schema, 5 parameters, no annotations, and the description fails to explain return values, plan format, or how to use the output, making it incomplete.

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 80% (high), so baseline is 3. The description adds no extra parameter context, but the schema already describes most parameters adequately.

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 verb 'plan' and the resource 'manifest-declared project live workflow', distinguishing it from sibling tools that execute or review workflows.

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?

No guidance on when to use this tool vs alternatives like dl_create_safe_apply_plan or dl_run_project_live_dry_run. Only implies use for planning without execution.

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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