reflow-profile-compliance-toolkit

Compute reflow profile compliance metrics from thermocouple data using Python.

98|12|Updated May 15, 2026
One-click install
npx skills add https://github.com/agentscope-ai/PawBench --skill reflow-profile-compliance-toolkit-agentscope-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: reflow-profile-compliance-toolkit
Source: https://github.com/agentscope-ai/PawBench/tree/main/data/pawbench-v1.0/assets/T134_skillsbench_manufacturing-equipment-maintenance/skills/reflow-profile-compliance-toolkit
Command: npx skills add https://github.com/agentscope-ai/PawBench --skill reflow-profile-compliance-toolkit-agentscope-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the analysis of reflow profile compliance using thermocouple data, providing deterministic and reliable computations for reflow profile compliance outputs.

Core Features & Use Cases

  • Deterministic Retrieval: Extracts definitions and rules from a handbook for reflow profile compliance.
  • Thermocouple Computations: Computes metrics such as ramp, TAL, peak, feasibility, and selection based on thermocouple data.
  • Use Case: For a manufacturing process, this Skill can be used to analyze the reflow profile of a PCB assembly and ensure it meets the required specifications.

Quick Start

Use the reflow-profile-compliance-toolkit skill to analyze the reflow profile of a PCB assembly using the thermocouple data from 'thermocouple-trace.csv'.

Frequently Asked Questions about reflow-profile-compliance-toolkit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze reflow profile compliance from thermocouple data?

To analyze reflow profile compliance from thermocouple data, this toolkit computes ramp, TAL, peak, and feasibility metrics by extracting rules from a handbook and processing your thermocouple trace CSV.

What reflow profile metrics can I compute using thermocouple traces?

You can compute ramp, Time Above Liquidus (TAL), peak temperature, feasibility, and selection metrics from thermocouple traces to verify your PCB assembly meets manufacturing specifications.

Do I need Python to run reflow profile compliance analysis on thermocouple data?

Yes, you need Python to run this reflow profile compliance analysis, as the toolkit relies on Python for deterministic data processing and metric computation from thermocouple traces.

How does a reflow profile compliance toolkit determine acceptable manufacturing thresholds?

The reflow profile compliance toolkit determines acceptable thresholds by performing deterministic retrieval of definitions and rules directly from a required 'handbook.pdf' document to evaluate thermocouple data.

Can I check PCB assembly reflow profiles against a specific handbook automatically?

Yes, you can automatically check PCB assembly reflow profiles against a specific handbook by providing a thermocouple-trace.csv and ensuring the required 'handbook.pdf' is present for rules extraction.

What are the limitations of automating reflow profile compliance analysis?

Limitations include the strict dependency on having a 'handbook.pdf' for rule definitions and requiring thermocouple data in a processable format, meaning analysis cannot proceed without these specific inputs.