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Analyze multiple dependency changes in parallel

analyze_packages_bulk

Analyze multiple dependency upgrades simultaneously to generate a unified risk report with prioritized recommendations based on security fixes and breaking changes.

Instructions

Analyzes a list of package upgrades in parallel and returns a unified risk report with packages ranked by recommendation level (security > caution > review > likely-safe > safe). Use when the user provides many dependency changes from a Dependabot PR, npm outdated output, lockfile diff, or batch upgrade. Returns: total count, breakdown by semver class, total security fixes found, packages with breaking changes, and per-package details. Limit 50 packages per call (chunk larger lists).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
changesYesList of package changes to analyze
Behavior4/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It effectively describes key behavioral traits: the parallel processing nature, the risk report structure with ranking levels, the return format details (total count, breakdowns, etc.), and the rate limit of 50 packages per call. However, it doesn't mention error handling or authentication requirements, leaving minor gaps.

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 efficiently structured in three sentences: purpose, usage context, and return details. Every sentence adds value without redundancy, and it's front-loaded with the core functionality. There's zero waste in the wording.

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 the complexity of a bulk analysis tool with no annotations and no output schema, the description does well by explaining the return format in detail. However, it could benefit from mentioning error cases or validation rules beyond the package limit. The absence of an output schema means the description must fully cover return values, which it does adequately but not exhaustively.

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 100%, so the schema already documents the 'changes' parameter thoroughly. The description adds minimal value beyond the schema by mentioning the 50-package limit, but doesn't provide additional semantic context about parameter usage or format. Baseline 3 is appropriate when the schema does the heavy lifting.

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 specific action ('analyzes a list of package upgrades in parallel') and resource ('dependency changes'), distinguishing it from the sibling tool 'analyze_package_change' by emphasizing bulk/multiple package analysis versus single package analysis. The verb 'analyzes' is precise and the scope is well-defined.

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

Usage Guidelines5/5

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

The description explicitly states when to use this tool: 'when the user provides many dependency changes from a Dependabot PR, npm outdated output, lockfile diff, or batch upgrade.' It also provides guidance on chunking larger lists with the 'Limit 50 packages per call' instruction, effectively distinguishing it from alternatives for single changes.

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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