freedak/timesfm
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

feat(skill): add timesfm-forecasting Agent Skill (agentskills.io)

Browse Source 
Add a self-contained AI agent skill for TimesFM that teaches coding
agents (Claude Code, OpenCode, Cursor, Codex) how to use the TimesFM
API correctly — safe model loading, zero-shot forecasting, covariate
workflows, anomaly detection, and the most common pitfalls.

Files added:
- AGENTS.md             — auto-loaded skill document (root of repo)
- claude-skill/scripts/check_system.py    — mandatory preflight RAM/GPU/disk checker
- claude-skill/scripts/forecast_csv.py   — CLI wrapper for CSV forecasting
- claude-skill/references/               — ForecastConfig API ref, data prep, HW reqs
- claude-skill/examples/global-temperature/   — basic forecast + PNG/GIF pipeline
- claude-skill/examples/anomaly-detection/    — two-phase detrend+Z-score + quantile PI
- claude-skill/examples/covariates-forecasting/ — forecast_with_covariates() XReg demo
- .gitattributes        — Git LFS rules for PNG/GIF binary outputs

Contributed by Clayton Young / Superior Byte Works LLC (@borealBytes)
Apache 2.0 — same license as this repository
This commit is contained in:
Clayton Young
2026-02-22 13:25:39 -05:00
parent 8a755c9c75
commit 6c44413b7f
28 changed files with 17044 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
claude-skill/examples/global-temperature/temperature_anomaly.csv
+37
View File
@@ -0,0 +1,37 @@
date,anomaly_c
2022-01-01,0.89
2022-02-01,0.89
2022-03-01,1.02
2022-04-01,0.88
2022-05-01,0.85
2022-06-01,0.88
2022-07-01,0.88
2022-08-01,0.90
2022-09-01,0.88
2022-10-01,0.95
2022-11-01,0.77
2022-12-01,0.78
2023-01-01,0.87
2023-02-01,0.98
2023-03-01,1.21
2023-04-01,1.00
2023-05-01,0.94
2023-06-01,1.08
2023-07-01,1.18
2023-08-01,1.24
2023-09-01,1.47
2023-10-01,1.32
2023-11-01,1.18
2023-12-01,1.16
2024-01-01,1.22
2024-02-01,1.35
2024-03-01,1.34
2024-04-01,1.26
2024-05-01,1.15
2024-06-01,1.20
2024-07-01,1.24
2024-08-01,1.30
2024-09-01,1.28
2024-10-01,1.27
2024-11-01,1.22
2024-12-01,1.20
1 date anomaly_c
2 2022-01-01 0.89
3 2022-02-01 0.89
4 2022-03-01 1.02
5 2022-04-01 0.88
6 2022-05-01 0.85
7 2022-06-01 0.88
8 2022-07-01 0.88
9 2022-08-01 0.90
10 2022-09-01 0.88
11 2022-10-01 0.95
12 2022-11-01 0.77
13 2022-12-01 0.78
14 2023-01-01 0.87
15 2023-02-01 0.98
16 2023-03-01 1.21
17 2023-04-01 1.00
18 2023-05-01 0.94
19 2023-06-01 1.08
20 2023-07-01 1.18
21 2023-08-01 1.24
22 2023-09-01 1.47
23 2023-10-01 1.32
24 2023-11-01 1.18
25 2023-12-01 1.16
26 2024-01-01 1.22
27 2024-02-01 1.35
28 2024-03-01 1.34
29 2024-04-01 1.26
30 2024-05-01 1.15
31 2024-06-01 1.20
32 2024-07-01 1.24
33 2024-08-01 1.30
34 2024-09-01 1.28
35 2024-10-01 1.27
36 2024-11-01 1.22
37 2024-12-01 1.20