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Analyze release readiness

analyze_release_readiness
Read-only

Assess release readiness across your tenant to get a ship, review, or block recommendation with confidence score and coverage analysis. Use before deciding to release.

Instructions

Get a tenant-wide release readiness assessment. Returns a ship/review/block recommendation with confidence score, coverage analysis, execution summary, script readiness, risk areas, recent failures, and recommended actions. Use before deciding whether to release.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

Annotations indicate readOnlyHint=true, so the description properly confirms a read operation. It adds value by detailing the contents of the assessment (coverage analysis, execution summary, etc.), leaving no ambiguity about what the tool returns.

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 consists of two efficient sentences: the first defines purpose and output, the second gives usage. No unnecessary words; content is front-loaded.

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

Completeness5/5

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

Despite lacking an output schema, the description enumerates all key return components (recommendation, confidence score, coverage analysis, etc.), fully informing the agent of what to expect. This compensates for the missing schema.

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?

The tool has zero parameters and schema coverage is 100%. No parameter information is needed, and the description adds nothing about parameters, which is appropriate. Baseline for 0 parameters is 4.

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 purpose: 'Get a tenant-wide release readiness assessment.' It lists specific outputs (recommendation, confidence score, coverage analysis, etc.), making it distinct from sibling tools like analyze_pr_risk which focus on individual PR risk.

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 provides explicit usage guidance: 'Use before deciding whether to release.' This clearly indicates when to use the tool, though it does not explicitly mention when not to use it or 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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