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theSharque
by theSharque

profile_jfr_native

Identifies CPU hotspots by analyzing native method sample stacks from JFR recordings. Requires recording with NativeMethodSample enabled.

Instructions

CPU-style cumulative hotspots from jdk.NativeMethodSample stacks. Recording must enable NativeMethodSample (often requires custom .jfc).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filepathNonew_profile
topNNo
Behavior2/5

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

No annotations are provided, so the description must fully convey behavioral traits. It mentions the requirement for NativeMethodSample but does not disclose whether the tool is read-only, its performance impact, or any side effects.

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 two sentences with no redundant words. It front-loads the core purpose and adds a critical prerequisite efficiently.

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

Completeness3/5

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

For a simple tool with two parameters and no output schema, the description covers the core function and a key prerequisite. However, it lacks context on when to choose this over related profiling tools and what the output contains.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description does not explain the parameters (filepath, topN) or their purpose. With 0% schema description coverage, the agent receives no guidance on parameter meaning beyond defaults and constraints.

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 profiles 'CPU-style cumulative hotspots from jdk.NativeMethodSample stacks,' which is specific and distinct from sibling tools like profile_jfr_file_io or profile_memory.

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 provides a key prerequisite (NativeMethodSample must be enabled, often requiring custom .jfc), but does not explicitly state when to use this tool versus alternatives like profile_jfr_file_io or profile_memory.

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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