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Print Failure Analyst

by New Age Investments · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install nai-print-failure-analyst
Description
Diagnose 3D print failures by symptoms or images, recommend slicer setting fixes, log issues, view history, and generate failure reports.
Usage Guidance
This skill appears to do what it says: diagnose print failures (using a symptom knowledge base), recommend slicer settings, and maintain a local JSON log and reports. Before installing or using it, note: 1) Image analysis is described in SKILL.md but there is no image-processing code — the agent (or you) must translate visual observations into symptom keywords before running diagnose.py. 2) All data is stored locally at assets/failure-log.json; back up any existing file with that name to avoid accidental overwrite and check that storing failures locally meets your privacy expectations. 3) The scripts use only Python stdlib and make no network calls or require credentials, so code inspection should be straightforward; review the included files if you want extra assurance. 4) If you plan to share images or logs externally, explicitly confirm where they will be sent—this skill itself does not upload data, but an agent could be asked to do so. Overall the package is internally coherent and proportionate to its purpose.
Capability Analysis
Type: OpenClaw Skill Name: nai-print-failure-analyst Version: 1.0.0 The print-failure-analyst skill bundle is a legitimate tool designed to diagnose 3D printing issues and maintain a local failure log. All scripts (diagnose.py, log_failure.py, history.py, and report.py) utilize the Python standard library to perform data processing, scoring, and report generation without any network activity, shell execution, or unauthorized file access. The SKILL.md instructions are well-defined and strictly limited to the 3D printing domain, and the assets/references contain only relevant technical documentation.
Capability Assessment
Purpose & Capability
Name/description (diagnose failures, recommend slicer fixes, log history, generate reports) matches the included scripts and reference docs. The included files provide a symptom knowledge base, slicer fixes, diagnosis, logging, history, and report generation — all aligned with the stated purpose.
Instruction Scope
SKILL.md instructs the agent to analyze images for visual symptoms, but the bundled scripts do not perform image processing; the expected flow is for the agent (or user) to map image observations to symptom keywords and then call diagnose.py. This is a functional mismatch to be aware of, but not malicious. Also, the instructions do not direct the agent to send data externally — agents should still avoid uploading images/logs to third parties unless the user explicitly consents.
Install Mechanism
No install spec is provided and scripts rely on Python stdlib only. No external downloads, package managers, or archive extraction are used. This minimizes installation risk.
Credentials
The skill requests no environment variables, no credentials, and no special config paths. It only reads/writes a local file in its assets directory (assets/failure-log.json), which is proportionate to a logging/reporting tool.
Persistence & Privilege
Skill is not forced-always, does not request persistent elevated privileges, and does not modify other skills or system-wide settings. It persists only its own local log file within the skill directory.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install nai-print-failure-analyst
  3. After installation, invoke the skill by name or use /nai-print-failure-analyst
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release – diagnose 3D print failures, recommend slicer setting fixes, and track personal failure history. - Diagnoses common 3D print failure types from user descriptions or images. - Provides targeted slicer setting adjustments for PrusaSlicer, Cura, and OrcaSlicer. - Logs failures with details including printer, material, and description. - Displays failure history and analyzes recurring problem patterns. - Generates printable markdown reports summarizing failures and fixes.
Metadata
Slug nai-print-failure-analyst
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Print Failure Analyst?

Diagnose 3D print failures by symptoms or images, recommend slicer setting fixes, log issues, view history, and generate failure reports. It is an AI Agent Skill for Claude Code / OpenClaw, with 128 downloads so far.

How do I install Print Failure Analyst?

Run "/install nai-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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