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Install in OpenClaw
/install production-scheduling
Description
Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufa...
Usage Guidance
This skill appears to be a coherent, instruction-only production-scheduling capability and is not requesting secrets or installing code. Before installing or enabling it for autonomous actions: (1) skim SKILL.md to ensure the agent's remit and any suggested actions match your operational risk tolerance; (2) inspect evals/run_evals.py locally if you plan to run included tests (treat any code file like untrusted code until reviewed); (3) if you plan to integrate the skill with live ERP/MES/CMMS systems, grant only minimal, time-limited credentials and test in a sandbox — the skill itself contains guidance on integration patterns but does not include connectors or require creds; (4) verify the GitHub homepage/owner if you require provenance assurance. Overall there are no incoherent demands or obvious security red flags in the provided package.
Capability Analysis
Type: OpenClaw Skill
Name: production-scheduling
Version: 1.0.0
The OpenClaw AgentSkills skill bundle for 'production-scheduling' is classified as benign. All files, including the `SKILL.md` and `references/*.md` documents (treated as prompt-injection surfaces), contain instructions and data strictly within the domain of production scheduling. The Python evaluation script (`evals/run_evals.py`) uses standard libraries and practices for running evaluations, without any suspicious system calls or unauthorized file/network access. There is no evidence of intentional harmful behavior, data exfiltration, persistence mechanisms, or attempts to subvert the AI agent's core purpose.
Capability Assessment
Purpose & Capability
Name and description (production scheduling, changeover optimisation, OEE, ERP/MES interaction patterns) align with the SKILL.md content and included evaluation artifacts. The skill provides guidance and rubrics appropriate for scheduling tasks; it does not declare unrelated dependencies or request unexpected access.
Instruction Scope
SKILL.md is a large, self-contained handbook and runtime instruction set for a scheduler role. The instructions as provided are advisory and do not direct the agent to read arbitrary host files, environment variables, or contact external endpoints other than describing ERP/MES integration patterns in the abstract. No steps in the SKILL.md instruct the agent to exfiltrate data or run OS-level commands.
Install Mechanism
There is no install spec (instruction-only) and no downloads or extraction steps. A small set of eval artifacts and a tiny evals/run_evals.py file are included, but nothing in the manifest indicates an automated installer or network-downloaded code.
Credentials
The skill requests no environment variables or credentials. It repeatedly references ERP/MES/CMMS systems (SAP, Oracle, Epicor, Preactor, PlanetTogether, Opcenter APS) as context; this is appropriate for guidance-only content, but if you later connect the agent to those systems you will need to provide credentials separately. There are no unexplained or unrelated credential requests in the package as delivered.
Persistence & Privilege
The skill is not marked always:true, does not require persistent installation, and contains no instructions to modify other skills or system-wide agent settings. Autonomous invocation is permitted by platform default but does not combine with other red flags here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install production-scheduling - After installation, invoke the skill by name or use
/production-scheduling - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of production-scheduling skill, capturing core principles from experienced production schedulers:
- Provides practical guidance on job sequencing, line balancing, changeover optimisation, and bottleneck management for discrete and batch manufacturing.
- Includes frameworks and best practices such as Theory of Constraints (Drum-Buffer-Rope), SMED for rapid changeovers, and OEE analysis.
- Offers disruption response approaches and interaction patterns with ERP/MES systems.
- Designed for schedulers managing work orders, resource constraints, and execution coordination across various shop floor environments.
- Includes expert-informed tips for campaign vs. mixed-model scheduling and balancing changeover costs with inventory and delivery requirements.
Metadata
Frequently Asked Questions
What is Production Scheduling?
Codified expertise for production scheduling, job sequencing, line balancing, changeover optimisation, and bottleneck resolution in discrete and batch manufa... It is an AI Agent Skill for Claude Code / OpenClaw, with 518 downloads so far.
How do I install Production Scheduling?
Run "/install production-scheduling" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Production Scheduling free?
Yes, Production Scheduling is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Production Scheduling support?
Production Scheduling is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Production Scheduling?
It is built and maintained by nocodemf (@nocodemf); the current version is v1.0.0.
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