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Install in OpenClaw
/install warehouse-flow-optimizer
Description
Turn warehouse process notes, bottleneck observations, labor constraints, slotting issues, and service targets into a practical flow optimization brief with...
Usage Guidance
This skill appears coherent and low-risk: it only analyzes user-provided notes and returns a markdown brief. Two practical cautions: (1) the skill's source and homepage are unknown — if you need an auditable third-party origin or support, prefer a skill with a verified publisher; (2) although the skill does not request credentials or network access, it can be invoked autonomously by agents by default — if you want to restrict autonomous use, disable model invocation for this skill in your agent settings. If you need tighter assurance, review the provided handler.py yourself or run the test file locally before installing.
Capability Analysis
Type: OpenClaw Skill
Name: warehouse-flow-optimizer
Version: 1.0.0
The warehouse-flow-optimizer skill is a heuristic-based tool designed to generate operational advice from text notes. The code in handler.py uses simple keyword matching to categorize inputs and returns static markdown templates; it contains no network requests, file system access, or execution of untrusted code. The SKILL.md instructions are well-aligned with the code's functionality and include explicit safety guardrails against making automated decisions.
Capability Assessment
Purpose & Capability
The name/description promise (heuristic warehouse flow briefs) matches the implementation: text normalization, keyword scoring, and markdown rendering. Nothing in the files attempts to access cloud services, WMS, or unrelated subsystems.
Instruction Scope
SKILL.md explicitly states it must not connect to live WMS/OMS/labor telemetry and the handler only processes provided text/dictionaries. The instructions do not ask the agent to read system files, environment variables, or send data externally.
Install Mechanism
There is no install spec (instruction-only). Two local Python files are included but there is no downloading or extraction from external URLs and no packages or binaries required.
Credentials
The skill declares no required environment variables, credentials, or config paths and the code does not read os.environ or other credentials. The requested access is proportionate to the function.
Persistence & Privilege
always is false and the skill is user-invocable. It does not modify agent/system configs or request permanent presence. disable-model-invocation is default (false) which is normal for skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install warehouse-flow-optimizer - After installation, invoke the skill by name or use
/warehouse-flow-optimizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of Warehouse Flow Optimizer.
- Transforms warehouse pain points, process notes, and constraints into a structured flow optimization brief.
- Provides bottleneck hypotheses, lists quick wins, suggests pilot ideas, and outlines operating guardrails.
- Does not require or connect to live WMS, OMS, or labor systems—works with user-provided observations.
- Returns practical, markdown-formatted briefs suitable for ecommerce ops, 3PL managers, and consultants.
Metadata
Frequently Asked Questions
What is Warehouse Flow Optimizer?
Turn warehouse process notes, bottleneck observations, labor constraints, slotting issues, and service targets into a practical flow optimization brief with... It is an AI Agent Skill for Claude Code / OpenClaw, with 88 downloads so far.
How do I install Warehouse Flow Optimizer?
Run "/install warehouse-flow-optimizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Warehouse Flow Optimizer free?
Yes, Warehouse Flow Optimizer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Warehouse Flow Optimizer support?
Warehouse Flow Optimizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Warehouse Flow Optimizer?
It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.
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