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Commits, branches and sync with the but CLI
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Time series anomaly detection with Kumo-Anomaly v1.0.0
Use this resource to detect anomalies in multivariate time series with Kumo-Anomaly
New
- 545 downloads
- 174 likes
- 122 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install kumo-anomaly-timeseries-detectionWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent prepares inference on your CSV files or on synthetic data, fine-tunes the model on your normal operating data and sets up score thresholding. You get results with the anomaly flag, the mean absolute error and your original columns.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- Apache-2.0
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What you get
- SKILL.md: inference, fine-tuning and reporting method
- references/automl.md: automatic hyperparameter search
- schemas/train.schema.json: training schema
Good fit for
- You want to spot anomalies in sensor measurements
- You have normal operating data to fine-tune the model
Not for
Tags
- kumo-anomaly
- time series
- anomalies
- diffusion
About
You say
“Detect the anomalies in my sensor CSV file with Kumo-Anomaly.”
Skill published by nvidia under the Apache-2.0 license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to detect anomalies in multivariate time series with Kumo-Anomaly
- Review and adjust the result
Content preview
Files
- BENCHMARK.md7.1 KB
- config/skillspector-baseline.yaml0.8 KB
- evals/evals.json1.2 KB
- LICENSE11.3 KB
- NOTICE-PALATEKIT.md0.5 KB
- references/automl.md11.4 KB
- references/skill_info.yaml2.4 KB
- references/spec_template_inference_hpo.yaml0.2 KB
- references/spec_template_train.yaml0.4 KB
- schemas/inference_hpo.schema.json4.1 KB
- schemas/train.schema.json9.5 KB
- skill-card.md4.4 KB
- SKILL.md13.6 KB
- skill.oms.sig6.2 KB
Origin and licence
Listed unmodified
- Author
- nvidia
- Source
- github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/tao-finetune-kumo-anomaly
- Licence
- Apache-2.0
Notice
« tao-finetune-kumo-anomaly » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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