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SourceParts

Source Parts MCP Server

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by SourceParts

test_reliability_predict

Calculate per-component failure rates and total MTBF from BOM file using MIL-HDBK-217F simplified method. Identify weakest components to guide reliability improvements.

Instructions

Station 3: Calculate MTBF using MIL-HDBK-217F simplified method.

Uploads BOM file and calculates per-component failure rates, total MTBF, and identifies weakest components.

IMPORTANT: Review weakest links and consider derating or alternatives.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bom_pathYesPath to BOM file (.csv or .json)
ambient_tempNoAmbient operating temperature in Celsius (default 25)
environmentNoOperating environment (ground_benign, ground_fixed, airborne, etc.)ground_benign
duty_cycleNoOperating duty cycle 0.0-1.0 (default 1.0)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

No annotations are provided, and the description does not disclose behavioral traits such as side effects, authentication needs, rate limits, or read-only nature. It only states the action without further context.

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 concise, with four short lines including an important note. It front-loads the main purpose and avoids unnecessary words.

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 tool has an output schema (not shown), the description adequately covers the main outputs. It mentions MTBF, failure rates, and weakest components. No critical gaps are apparent.

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 coverage is 100%, so baseline is 3. The description mentions 'Uploads BOM file' corresponding to bom_path but adds no additional meaning for other parameters beyond the schema.

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 calculates MTBF using MIL-HDBK-217F, takes a BOM file, and outputs per-component failure rates, total MTBF, and weakest components. It is specific and distinguishes itself from sibling tools like test_coverage_analysis.

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 implies usage for reliability prediction with a BOM, but does not explicitly state when to use versus alternatives or when not to use. No comparison to other sibling tools is provided.

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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