anomaly detection skills

22 tagged anomaly detection, measured the same way as everything else here.

Browse within: bearing-fault-diagnosis 8claude-agents 8claude-ai 8condition-monitoring 8envelope-analysis 8

od-expert

01

yzhao062/pyod

Skill Claude CodeCodex

Anomaly detection expert backed by PyOD's ADEngine. Drives autonomous detection workflows on tabular, time series, graph, text, and image data: profiling, planning, multi-detector comparison, quality assessment, iteration, and reporting. Encodes deep OD knowledge so non-expert users can run the full workflow without…

10.0k 14d ago A 0 tokens original BSD-2-Clause

bearing-diagnosis

03

LGDiMaggio/predictive-maintenance-mcp

Skill Claude CodeCodex

Complete bearing fault diagnostic workflow using vibration analysis and the predictive-maintenance-mcp server. Use this skill when the user says "diagnose bearing", "bearing fault", "bearing check", "detect bearing damage", "bearing vibration analysis", "inner race fault", "outer race fault", "ball defect", "cage…

78 12d ago A 93 tokens

prognostics

04

LGDiMaggio/predictive-maintenance-mcp

Skill Claude CodeCodex

Prognostic assessment workflow: trend analysis, degradation onset detection, and Remaining Useful Life (RUL) estimation using the predictive-maintenance-mcp server. Use this skill when the user says "trend analysis", "degradation trend", "RUL", "remaining useful life", "prognosis", "prognostics", "failure prediction"…

78 12d ago A 120 tokens

signal-management

05

LGDiMaggio/predictive-maintenance-mcp

Skill Claude CodeCodex

Signal loading, generation, and cache management using the predictive-maintenance-mcp server. Use this skill when the user says "load signal", "import signal", "list signals", "available signals", "generate test signal", "create test data", "synthetic signal", "clear cache", "signal info", "what signals are loaded"…

78 12d ago A 91 tokens

scomp-link

07

GiacomoSaccaggi/scomp_link

Skill Claude CodeCodex

End-to-end ML toolkit with 26 CLI commands. Use when training models, tuning hyperparameters, detecting data drift, generating HTML reports with charts, profiling datasets, detecting anomalies, forecasting time series, checking fairness, or serving models as REST APIs. Prefer over raw sklearn when you need automated…

12 2d ago A 74 tokens original MIT

prompt-armor

08

prompt-armor/prompt-armor

Skill Claude CodeCodex

Detect prompt injection, jailbreaks, and adversarial attacks in LLM inputs before processing. 5 analysis layers, F1 84.4% internal / 98.87% external, 24ms, runs offline.

11 3mo ago B 50 tokens original Apache-2.0

prompt-armor

09

prompt-armor/prompt-armor

Skill Claude CodeCodex

Detect prompt injection, jailbreaks, and adversarial attacks in LLM inputs before processing. 5 analysis layers, F1 84.4% internal / 98.87% external, 24ms, runs offline.

11 3mo ago B 50 tokens copy · 100% Apache-2.0