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Install in OpenClaw
/install reflow-profile-compliance-toolkit
Description
Deterministic handbook-grounded retrieval and thermocouple computations for reflow profile compliance outputs such as ramp, TAL, peak, feasibility, and selec...
Usage Guidance
This is an instruction-only toolkit that appears coherent and low-risk, but it requires the agent to read your handbook (PDF) and thermocouple/MES data files to work correctly. Before installing or invoking it: (1) ensure the agent is only given access to the specific handbook and trace files you intend it to use (limit file scope); (2) verify handbook version/authority and units (°C vs °F, seconds vs ms) to avoid misinterpretation; (3) validate the implementation on known test runs to confirm rounding/edge-case handling (NaN, zero/negative dt, identical timestamps); (4) confirm outputs will not be automatically transmitted outside your environment; and (5) if you need auditability, request the agent to produce intermediate reports (extracted constraints, selected segments) so you can review how handbook rules were applied.
Capability Analysis
Type: OpenClaw Skill
Name: reflow-profile-compliance-toolkit
Version: 0.1.0
The skill bundle provides deterministic logic and Python snippets for analyzing reflow profile compliance (e.g., ramp rates, Time Above Liquidus) based on thermocouple data. The code in SKILL.md focuses on data processing using pandas and math libraries, with no evidence of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
Purpose & Capability
Name/description (reflow profile computations and handbook extraction) match the SKILL.md content. No unrelated binaries, env vars, or installs are requested.
Instruction Scope
SKILL.md tells the agent to extract numeric limits from a handbook (handbook.pdf) and to compute metrics from thermocouple/MES data. This is consistent with the purpose, but it implicitly requires the agent to read user-provided files (handbook, thermocouple traces, MES exports). The instructions do not direct sending data to external endpoints. Confirm where the handbook and trace files will come from and limit access to only the needed files.
Install Mechanism
Instruction-only skill with no install spec or code files; nothing is written to disk or downloaded by the skill itself.
Credentials
No environment variables, credentials, or config paths are requested — proportional and minimal for the stated task.
Persistence & Privilege
always:false and default invocation settings; the skill does not request persistent/system-wide presence or to modify other skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install reflow-profile-compliance-toolkit - After installation, invoke the skill by name or use
/reflow-profile-compliance-toolkit - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial SkillsBench smoke publish
Metadata
Frequently Asked Questions
What is reflow-profile-compliance-toolkit?
Deterministic handbook-grounded retrieval and thermocouple computations for reflow profile compliance outputs such as ramp, TAL, peak, feasibility, and selec... It is an AI Agent Skill for Claude Code / OpenClaw, with 92 downloads so far.
How do I install reflow-profile-compliance-toolkit?
Run "/install reflow-profile-compliance-toolkit" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is reflow-profile-compliance-toolkit free?
Yes, reflow-profile-compliance-toolkit is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does reflow-profile-compliance-toolkit support?
reflow-profile-compliance-toolkit is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created reflow-profile-compliance-toolkit?
It is built and maintained by wu-uk (@wu-uk); the current version is v0.1.0.
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