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Print Failure Analyst
by
New Age Investments
· GitHub ↗
· v1.0.0
· MIT-0
110
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install print-failure-analyst
Description
Diagnose 3D print failures from symptoms or images, recommend slicer setting fixes, and log or analyze recurring print problems.
Usage Guidance
This skill appears to be what it claims: text-based diagnosis, slicer-setting recommendations, and a local failure log. Before installing/using it: (1) note that it will create and update assets/failure-log.json inside the skill directory — back up or review that file if you care about its contents; (2) it does not perform image analysis itself — if you expect automatic image-to-diagnosis, your agent must convert images into symptom keywords before invoking the scripts; (3) no network calls or secrets are requested, but review the included Python files if you want to confirm there's no unexpected behavior; (4) ensure you run the scripts in a trusted environment with Python available and that you are comfortable allowing the skill to write a local JSON file.
Capability Analysis
Type: OpenClaw Skill
Name: print-failure-analyst
Version: 1.0.0
The print-failure-analyst skill bundle is a legitimate tool for diagnosing and tracking 3D printing issues. All Python scripts (diagnose.py, log_failure.py, history.py, and report.py) rely exclusively on the Python standard library and perform local data processing and file I/O within the skill's own directory (assets/failure-log.json). There is no evidence of network activity, shell command execution, data exfiltration, or prompt injection attempts in the documentation or code.
Capability Assessment
Purpose & Capability
Name/description match the included code and references. The scripts implement symptom-based diagnosis, logging, history/pattern detection, and markdown reports. Required capabilities (none) are proportional to the stated purpose.
Instruction Scope
SKILL.md instructs the agent to 'analyze the image' when a user provides an image, but none of the bundled scripts perform image analysis — diagnosis scripts accept textual symptoms/descriptions only. This is a mild mismatch: image-based diagnosis is possible only if the agent (or another tool) interprets the image and converts visual findings into symptom keywords before calling diagnose.py.
Install Mechanism
No install spec is provided (instruction-only + included Python scripts). All scripts declare they use only the Python stdlib. No external downloads, package installs, or archive extraction are present.
Credentials
The skill requests no environment variables, no credentials, and no config paths other than its own assets/failure-log.json. That local log file is the only persistent data it reads/writes — proportional to the logging/reporting purpose.
Persistence & Privilege
always is false and the skill does not require persistent platform-level privileges. It writes a local JSON log at assets/failure-log.json within the skill directory and does not modify other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install print-failure-analyst - After installation, invoke the skill by name or use
/print-failure-analyst - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of print-failure-analyst: diagnose 3D print failures, recommend slicer setting fixes, and maintain a personal failure log.
- Supports 18 common print failure types; analyzes user descriptions or images to provide tailored diagnostics and slicer advice.
- Includes tools to log failures (`log_failure.py`), view history and pattern analysis (`history.py`), and generate reports (`report.py`).
- Guides user through required info collection for accurate failure logging and diagnosis.
- Offers references for failure types and slicer fixes; adapts advice to user’s slicer when known.
Metadata
Frequently Asked Questions
What is Print Failure Analyst?
Diagnose 3D print failures from symptoms or images, recommend slicer setting fixes, and log or analyze recurring print problems. It is an AI Agent Skill for Claude Code / OpenClaw, with 110 downloads so far.
How do I install Print Failure Analyst?
Run "/install print-failure-analyst" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Print Failure Analyst free?
Yes, Print Failure Analyst is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Print Failure Analyst support?
Print Failure Analyst is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Print Failure Analyst?
It is built and maintained by New Age Investments (@newageinvestments25-byte); the current version is v1.0.0.
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