timesfm-forecasting
timesfm-forecasting is a Time series & forecasting skill for AI agents, published by foryourhealth111-pixel in the Vibe-Skills repository on GitHub. Skillspace rates timesfm-forecasting C (71/100) and it passed the safety scan; a judge model has also reviewed it.
Zero-shot time series forecasting with Google's TimesFM foundation model. Use this skill when forecasting ANY univariate time series — sales, sensor readings, stock prices, energy demand, patient vitals, weather, or scientific measurements — without training a custom model. Automatically checks system RAM/GPU before loading the model, supports CSV/DataFrame/array inputs, and returns point forecasts with calibrated prediction intervals. Includes a preflight system checker script that MUST be run before first use to verify the machine can load the model. For classical statistical time series models (ARIMA, SARIMAX, VAR) use statsmodels; for time series classification/clustering use aeon.
- Grade
- C
- Quality
- 71 / 100
- Safety
- Passed
- GitHub stars
- 2,381
Placed #1 of 6 in the judged category final for Time series & forecasting.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 71 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- No issues found
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 1 collections
- Scope
- Vendor-specific: built around one product. Uses Google's public TimesFM foundation model for forecasting.
Judge review
Placed #1 of 6 in the judged category final for Time series & forecasting.
- Trigger
92 92 - Instructions
88 88 - Specificity
90 90 - Safety
90 90 - Disclosure
86 86 - Maintenance
76 76
Exceptionally disciplined: a mandatory hardware preflight check prevents crashing the user's machine, and an explicit routing boundary keeps it from overreaching into unrelated forecasting tasks.
Explicit positive/negative routing boundary plus a numerically-gated, accessibly-diagrammed preflight check set this above its sibling.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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