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refactor(skill): replace claude-specific dirs with agentskills.io standard

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Replace AGENTS.md / claude-skill/ with a proper agentskills.io-compliant
skill directory. Any AI agent that supports the open Agent Skills standard
(Claude Code, OpenCode, Cursor, Codex, etc.) can now install and use this
skill generically.

Changes:
- Remove AGENTS.md (was Claude-specific convention)
- Remove claude-skill/ directory (was Claude-specific naming)
- Add timesfm-forecasting/SKILL.md with compliant frontmatter:
    name: timesfm-forecasting
    description: ...
    license: Apache-2.0
    metadata: author, version
- Rename claude-skill/examples/ → timesfm-forecasting/examples/
- Rename claude-skill/scripts/  → timesfm-forecasting/scripts/
- Rename claude-skill/references/ → timesfm-forecasting/references/
- Update .gitattributes paths to match new directory

Skill installs via:
  cp -r timesfm-forecasting/ ~/.claude/skills/
  cp -r timesfm-forecasting/ ~/.cursor/skills/
  # or any agent that supports agentskills.io

Spec: https://agentskills.io/specification
This commit is contained in:
Clayton Young
2026-02-22 13:35:05 -05:00
parent 6c44413b7f
commit a83dbf3f16
29 changed files with 451 additions and 765 deletions
Download Patch File Download Diff File Expand all files Collapse all files
timesfm-forecasting/examples/covariates-forecasting/output/sales_with_covariates.csv
+109
View File
@@ -0,0 +1,109 @@
store_id,week,split,sales,base_sales,price,price_effect,promotion,holiday,day_of_week,store_type,region
store_A,0,context,1369.59,1012.19,11.6299,7.4,1,1,0,premium,urban
store_A,1,context,973.53,973.04,11.9757,0.49,0,0,1,premium,urban
store_A,2,context,1064.63,1059.16,11.7269,5.46,0,0,2,premium,urban
store_A,3,context,1077.59,1080.99,12.1698,-3.4,0,0,3,premium,urban
store_A,4,context,980.39,979.14,11.9372,1.26,0,0,4,premium,urban
store_A,5,context,1011.7,1018.36,12.3327,-6.65,0,0,5,premium,urban
store_A,6,context,1084.16,1088.16,12.2003,-4.01,0,0,6,premium,urban
store_A,7,context,1085.98,1082.23,11.8124,3.75,0,0,0,premium,urban
store_A,8,context,1098.52,1105.17,12.3323,-6.65,0,0,1,premium,urban
store_A,9,context,1075.62,1081.71,12.3048,-6.1,0,0,2,premium,urban
store_A,10,context,1312.23,1159.98,11.8875,2.25,1,0,3,premium,urban
store_A,11,context,1368.02,1163.79,11.7883,4.23,0,1,4,premium,urban
store_A,12,context,1138.41,1142.06,12.1825,-3.65,0,0,5,premium,urban
store_A,13,context,1197.29,1190.09,11.6398,7.2,0,0,6,premium,urban
store_A,14,context,1174.12,1168.12,11.6999,6.0,0,0,0,premium,urban
store_A,15,context,1128.16,1118.3,11.5074,9.85,0,0,1,premium,urban
store_A,16,context,1163.81,1169.55,12.2869,-5.74,0,0,2,premium,urban
store_A,17,context,1114.18,1117.48,12.1649,-3.3,0,0,3,premium,urban
store_A,18,context,1186.87,1190.98,12.2052,-4.1,0,0,4,premium,urban
store_A,19,context,1147.27,1152.88,12.2807,-5.61,0,0,5,premium,urban
store_A,20,context,1146.48,1145.66,11.9589,0.82,0,0,6,premium,urban
store_A,21,context,1121.83,1123.21,12.0687,-1.37,0,0,0,premium,urban
store_A,22,context,1203.28,1196.08,11.6398,7.2,0,0,1,premium,urban
store_A,23,context,1344.9,1137.19,11.6145,7.71,0,1,2,premium,urban
store_A,24,horizon,1118.64,1122.01,12.1684,-3.37,0,0,3,premium,urban
store_A,25,horizon,1121.14,1120.56,11.9711,0.58,0,0,4,premium,urban
store_A,26,horizon,1149.99,1151.29,12.0652,-1.3,0,0,5,premium,urban
store_A,27,horizon,1284.67,1139.97,12.265,-5.3,1,0,6,premium,urban
store_A,28,horizon,1284.67,1137.36,12.1347,-2.69,1,0,0,premium,urban
store_A,29,horizon,1132.79,1133.86,12.0536,-1.07,0,0,1,premium,urban
store_A,30,horizon,1197.3,1198.49,12.0592,-1.18,0,0,2,premium,urban
store_A,31,horizon,1247.22,1093.3,11.804,3.92,1,0,3,premium,urban
store_A,32,horizon,1095.84,1086.46,11.5308,9.38,0,0,4,premium,urban
store_A,33,horizon,1073.83,1072.57,11.9367,1.27,0,0,5,premium,urban
store_A,34,horizon,1134.51,1128.8,11.7146,5.71,0,0,6,premium,urban
store_A,35,horizon,1351.15,1149.32,11.9085,1.83,0,1,0,premium,urban
store_B,0,context,1062.53,712.0,9.9735,0.53,1,1,0,standard,suburban
store_B,1,context,904.49,749.83,9.767,4.66,1,0,1,standard,suburban
store_B,2,context,813.63,810.26,9.8316,3.37,0,0,2,standard,suburban
store_B,3,context,720.11,720.53,10.0207,-0.41,0,0,3,standard,suburban
store_B,4,context,820.78,819.55,9.9389,1.22,0,0,4,standard,suburban
store_B,5,context,833.27,823.7,9.5216,9.57,0,0,5,standard,suburban
store_B,6,context,795.26,801.78,10.3263,-6.53,0,0,6,standard,suburban
store_B,7,context,770.37,778.29,10.3962,-7.92,0,0,0,standard,suburban
store_B,8,context,855.92,848.72,9.6402,7.2,0,0,1,standard,suburban
store_B,9,context,832.33,833.41,10.054,-1.08,0,0,2,standard,suburban
store_B,10,context,1029.44,871.61,9.6086,7.83,1,0,3,standard,suburban
store_B,11,context,1066.35,869.8,10.1722,-3.44,0,1,4,standard,suburban
store_B,12,context,942.86,938.49,9.7812,4.38,0,0,5,standard,suburban
store_B,13,context,1015.99,869.18,10.1594,-3.19,1,0,6,standard,suburban
store_B,14,context,836.44,840.98,10.227,-4.54,0,0,0,standard,suburban
store_B,15,context,885.72,891.1,10.2686,-5.37,0,0,1,standard,suburban
store_B,16,context,901.45,893.6,9.6077,7.85,0,0,2,standard,suburban
store_B,17,context,1080.63,938.95,10.416,-8.32,1,0,3,standard,suburban
store_B,18,context,922.14,916.74,9.7302,5.4,0,0,4,standard,suburban
store_B,19,context,904.66,895.41,9.5374,9.25,0,0,5,standard,suburban
store_B,20,context,935.48,936.58,10.0549,-1.1,0,0,6,standard,suburban
store_B,21,context,979.23,826.64,9.8709,2.58,1,0,0,standard,suburban
store_B,22,context,837.49,844.09,10.3298,-6.6,0,0,1,standard,suburban
store_B,23,context,1021.39,827.56,10.3083,-6.17,0,1,2,standard,suburban
store_B,24,horizon,847.21,843.55,9.8171,3.66,0,0,3,standard,suburban
store_B,25,horizon,789.27,798.33,10.4529,-9.06,0,0,4,standard,suburban
store_B,26,horizon,877.09,872.91,9.7909,4.18,0,0,5,standard,suburban
store_B,27,horizon,832.42,832.72,10.0151,-0.3,0,0,6,standard,suburban
store_B,28,horizon,781.9,777.02,9.756,4.88,0,0,0,standard,suburban
store_B,29,horizon,781.04,789.76,10.436,-8.72,0,0,1,standard,suburban
store_B,30,horizon,844.57,837.86,9.6646,6.71,0,0,2,standard,suburban
store_B,31,horizon,863.43,854.33,9.5449,9.1,0,0,3,standard,suburban
store_B,32,horizon,898.12,896.82,9.9351,1.3,0,0,4,standard,suburban
store_B,33,horizon,1070.58,930.42,10.4924,-9.85,1,0,5,standard,suburban
store_B,34,horizon,820.4,828.24,10.3917,-7.83,0,0,6,standard,suburban
store_B,35,horizon,965.86,770.83,10.2486,-4.97,0,1,0,standard,suburban
store_C,0,context,709.12,501.23,7.1053,7.89,0,1,0,discount,rural
store_C,1,context,651.44,492.78,7.0666,8.67,1,0,1,discount,rural
store_C,2,context,659.15,511.04,7.5944,-1.89,1,0,2,discount,rural
store_C,3,context,733.06,575.98,7.1462,7.08,1,0,3,discount,rural
store_C,4,context,712.21,568.7,7.8247,-6.49,1,0,4,discount,rural
store_C,5,context,615.23,611.44,7.3103,3.79,0,0,5,discount,rural
store_C,6,context,568.99,561.87,7.1439,7.12,0,0,6,discount,rural
store_C,7,context,541.12,549.54,7.921,-8.42,0,0,0,discount,rural
store_C,8,context,583.57,576.88,7.1655,6.69,0,0,1,discount,rural
store_C,9,context,607.34,603.04,7.2847,4.31,0,0,2,discount,rural
store_C,10,context,613.79,606.86,7.1536,6.93,0,0,3,discount,rural
store_C,11,context,919.49,561.8,7.1155,7.69,1,1,4,discount,rural
store_C,12,context,622.61,613.04,7.0211,9.58,0,0,5,discount,rural
store_C,13,context,630.52,621.63,7.0554,8.89,0,0,6,discount,rural
store_C,14,context,721.62,715.12,7.1746,6.51,0,0,0,discount,rural
store_C,15,context,699.18,690.25,7.0534,8.93,0,0,1,discount,rural
store_C,16,context,578.85,580.67,7.5911,-1.82,0,0,2,discount,rural
store_C,17,context,598.23,601.84,7.6807,-3.61,0,0,3,discount,rural
store_C,18,context,554.43,552.3,7.3936,2.13,0,0,4,discount,rural
store_C,19,context,587.39,583.75,7.318,3.64,0,0,5,discount,rural
store_C,20,context,615.58,615.67,7.5045,-0.09,0,0,6,discount,rural
store_C,21,context,638.68,646.18,7.875,-7.5,0,0,0,discount,rural
store_C,22,context,555.99,563.01,7.8511,-7.02,0,0,1,discount,rural
store_C,23,context,768.83,559.7,7.0435,9.13,0,1,2,discount,rural
store_C,24,horizon,499.62,493.25,7.1815,6.37,0,0,3,discount,rural
store_C,25,horizon,570.9,565.64,7.2367,5.27,0,0,4,discount,rural
store_C,26,horizon,677.52,522.5,7.2494,5.01,1,0,5,discount,rural
store_C,27,horizon,685.25,536.68,7.5712,-1.42,1,0,6,discount,rural
store_C,28,horizon,517.46,515.78,7.4163,1.67,0,0,0,discount,rural
store_C,29,horizon,549.38,540.36,7.0493,9.01,0,0,1,discount,rural
store_C,30,horizon,470.04,467.51,7.3736,2.53,0,0,2,discount,rural
store_C,31,horizon,622.9,473.37,7.5238,-0.48,1,0,3,discount,rural
store_C,32,horizon,620.09,612.12,7.1017,7.97,0,0,4,discount,rural
store_C,33,horizon,614.45,471.12,7.8335,-6.67,1,0,5,discount,rural
store_C,34,horizon,484.25,475.29,7.052,8.96,0,0,6,discount,rural
store_C,35,horizon,781.64,590.14,7.9248,-8.5,0,1,0,discount,rural
1 store_id week split sales base_sales price price_effect promotion holiday day_of_week store_type region
2 store_A 0 context 1369.59 1012.19 11.6299 7.4 1 1 0 premium urban
3 store_A 1 context 973.53 973.04 11.9757 0.49 0 0 1 premium urban
4 store_A 2 context 1064.63 1059.16 11.7269 5.46 0 0 2 premium urban
5 store_A 3 context 1077.59 1080.99 12.1698 -3.4 0 0 3 premium urban
6 store_A 4 context 980.39 979.14 11.9372 1.26 0 0 4 premium urban
7 store_A 5 context 1011.7 1018.36 12.3327 -6.65 0 0 5 premium urban
8 store_A 6 context 1084.16 1088.16 12.2003 -4.01 0 0 6 premium urban
9 store_A 7 context 1085.98 1082.23 11.8124 3.75 0 0 0 premium urban
10 store_A 8 context 1098.52 1105.17 12.3323 -6.65 0 0 1 premium urban
11 store_A 9 context 1075.62 1081.71 12.3048 -6.1 0 0 2 premium urban
12 store_A 10 context 1312.23 1159.98 11.8875 2.25 1 0 3 premium urban
13 store_A 11 context 1368.02 1163.79 11.7883 4.23 0 1 4 premium urban
14 store_A 12 context 1138.41 1142.06 12.1825 -3.65 0 0 5 premium urban
15 store_A 13 context 1197.29 1190.09 11.6398 7.2 0 0 6 premium urban
16 store_A 14 context 1174.12 1168.12 11.6999 6.0 0 0 0 premium urban
17 store_A 15 context 1128.16 1118.3 11.5074 9.85 0 0 1 premium urban
18 store_A 16 context 1163.81 1169.55 12.2869 -5.74 0 0 2 premium urban
19 store_A 17 context 1114.18 1117.48 12.1649 -3.3 0 0 3 premium urban
20 store_A 18 context 1186.87 1190.98 12.2052 -4.1 0 0 4 premium urban
21 store_A 19 context 1147.27 1152.88 12.2807 -5.61 0 0 5 premium urban
22 store_A 20 context 1146.48 1145.66 11.9589 0.82 0 0 6 premium urban
23 store_A 21 context 1121.83 1123.21 12.0687 -1.37 0 0 0 premium urban
24 store_A 22 context 1203.28 1196.08 11.6398 7.2 0 0 1 premium urban
25 store_A 23 context 1344.9 1137.19 11.6145 7.71 0 1 2 premium urban
26 store_A 24 horizon 1118.64 1122.01 12.1684 -3.37 0 0 3 premium urban
27 store_A 25 horizon 1121.14 1120.56 11.9711 0.58 0 0 4 premium urban
28 store_A 26 horizon 1149.99 1151.29 12.0652 -1.3 0 0 5 premium urban
29 store_A 27 horizon 1284.67 1139.97 12.265 -5.3 1 0 6 premium urban
30 store_A 28 horizon 1284.67 1137.36 12.1347 -2.69 1 0 0 premium urban
31 store_A 29 horizon 1132.79 1133.86 12.0536 -1.07 0 0 1 premium urban
32 store_A 30 horizon 1197.3 1198.49 12.0592 -1.18 0 0 2 premium urban
33 store_A 31 horizon 1247.22 1093.3 11.804 3.92 1 0 3 premium urban
34 store_A 32 horizon 1095.84 1086.46 11.5308 9.38 0 0 4 premium urban
35 store_A 33 horizon 1073.83 1072.57 11.9367 1.27 0 0 5 premium urban
36 store_A 34 horizon 1134.51 1128.8 11.7146 5.71 0 0 6 premium urban
37 store_A 35 horizon 1351.15 1149.32 11.9085 1.83 0 1 0 premium urban
38 store_B 0 context 1062.53 712.0 9.9735 0.53 1 1 0 standard suburban
39 store_B 1 context 904.49 749.83 9.767 4.66 1 0 1 standard suburban
40 store_B 2 context 813.63 810.26 9.8316 3.37 0 0 2 standard suburban
41 store_B 3 context 720.11 720.53 10.0207 -0.41 0 0 3 standard suburban
42 store_B 4 context 820.78 819.55 9.9389 1.22 0 0 4 standard suburban
43 store_B 5 context 833.27 823.7 9.5216 9.57 0 0 5 standard suburban
44 store_B 6 context 795.26 801.78 10.3263 -6.53 0 0 6 standard suburban
45 store_B 7 context 770.37 778.29 10.3962 -7.92 0 0 0 standard suburban
46 store_B 8 context 855.92 848.72 9.6402 7.2 0 0 1 standard suburban
47 store_B 9 context 832.33 833.41 10.054 -1.08 0 0 2 standard suburban
48 store_B 10 context 1029.44 871.61 9.6086 7.83 1 0 3 standard suburban
49 store_B 11 context 1066.35 869.8 10.1722 -3.44 0 1 4 standard suburban
50 store_B 12 context 942.86 938.49 9.7812 4.38 0 0 5 standard suburban
51 store_B 13 context 1015.99 869.18 10.1594 -3.19 1 0 6 standard suburban
52 store_B 14 context 836.44 840.98 10.227 -4.54 0 0 0 standard suburban
53 store_B 15 context 885.72 891.1 10.2686 -5.37 0 0 1 standard suburban
54 store_B 16 context 901.45 893.6 9.6077 7.85 0 0 2 standard suburban
55 store_B 17 context 1080.63 938.95 10.416 -8.32 1 0 3 standard suburban
56 store_B 18 context 922.14 916.74 9.7302 5.4 0 0 4 standard suburban
57 store_B 19 context 904.66 895.41 9.5374 9.25 0 0 5 standard suburban
58 store_B 20 context 935.48 936.58 10.0549 -1.1 0 0 6 standard suburban
59 store_B 21 context 979.23 826.64 9.8709 2.58 1 0 0 standard suburban
60 store_B 22 context 837.49 844.09 10.3298 -6.6 0 0 1 standard suburban
61 store_B 23 context 1021.39 827.56 10.3083 -6.17 0 1 2 standard suburban
62 store_B 24 horizon 847.21 843.55 9.8171 3.66 0 0 3 standard suburban
63 store_B 25 horizon 789.27 798.33 10.4529 -9.06 0 0 4 standard suburban
64 store_B 26 horizon 877.09 872.91 9.7909 4.18 0 0 5 standard suburban
65 store_B 27 horizon 832.42 832.72 10.0151 -0.3 0 0 6 standard suburban
66 store_B 28 horizon 781.9 777.02 9.756 4.88 0 0 0 standard suburban
67 store_B 29 horizon 781.04 789.76 10.436 -8.72 0 0 1 standard suburban
68 store_B 30 horizon 844.57 837.86 9.6646 6.71 0 0 2 standard suburban
69 store_B 31 horizon 863.43 854.33 9.5449 9.1 0 0 3 standard suburban
70 store_B 32 horizon 898.12 896.82 9.9351 1.3 0 0 4 standard suburban
71 store_B 33 horizon 1070.58 930.42 10.4924 -9.85 1 0 5 standard suburban
72 store_B 34 horizon 820.4 828.24 10.3917 -7.83 0 0 6 standard suburban
73 store_B 35 horizon 965.86 770.83 10.2486 -4.97 0 1 0 standard suburban
74 store_C 0 context 709.12 501.23 7.1053 7.89 0 1 0 discount rural
75 store_C 1 context 651.44 492.78 7.0666 8.67 1 0 1 discount rural
76 store_C 2 context 659.15 511.04 7.5944 -1.89 1 0 2 discount rural
77 store_C 3 context 733.06 575.98 7.1462 7.08 1 0 3 discount rural
78 store_C 4 context 712.21 568.7 7.8247 -6.49 1 0 4 discount rural
79 store_C 5 context 615.23 611.44 7.3103 3.79 0 0 5 discount rural
80 store_C 6 context 568.99 561.87 7.1439 7.12 0 0 6 discount rural
81 store_C 7 context 541.12 549.54 7.921 -8.42 0 0 0 discount rural
82 store_C 8 context 583.57 576.88 7.1655 6.69 0 0 1 discount rural
83 store_C 9 context 607.34 603.04 7.2847 4.31 0 0 2 discount rural
84 store_C 10 context 613.79 606.86 7.1536 6.93 0 0 3 discount rural
85 store_C 11 context 919.49 561.8 7.1155 7.69 1 1 4 discount rural
86 store_C 12 context 622.61 613.04 7.0211 9.58 0 0 5 discount rural
87 store_C 13 context 630.52 621.63 7.0554 8.89 0 0 6 discount rural
88 store_C 14 context 721.62 715.12 7.1746 6.51 0 0 0 discount rural
89 store_C 15 context 699.18 690.25 7.0534 8.93 0 0 1 discount rural
90 store_C 16 context 578.85 580.67 7.5911 -1.82 0 0 2 discount rural
91 store_C 17 context 598.23 601.84 7.6807 -3.61 0 0 3 discount rural
92 store_C 18 context 554.43 552.3 7.3936 2.13 0 0 4 discount rural
93 store_C 19 context 587.39 583.75 7.318 3.64 0 0 5 discount rural
94 store_C 20 context 615.58 615.67 7.5045 -0.09 0 0 6 discount rural
95 store_C 21 context 638.68 646.18 7.875 -7.5 0 0 0 discount rural
96 store_C 22 context 555.99 563.01 7.8511 -7.02 0 0 1 discount rural
97 store_C 23 context 768.83 559.7 7.0435 9.13 0 1 2 discount rural
98 store_C 24 horizon 499.62 493.25 7.1815 6.37 0 0 3 discount rural
99 store_C 25 horizon 570.9 565.64 7.2367 5.27 0 0 4 discount rural
100 store_C 26 horizon 677.52 522.5 7.2494 5.01 1 0 5 discount rural
101 store_C 27 horizon 685.25 536.68 7.5712 -1.42 1 0 6 discount rural
102 store_C 28 horizon 517.46 515.78 7.4163 1.67 0 0 0 discount rural
103 store_C 29 horizon 549.38 540.36 7.0493 9.01 0 0 1 discount rural
104 store_C 30 horizon 470.04 467.51 7.3736 2.53 0 0 2 discount rural
105 store_C 31 horizon 622.9 473.37 7.5238 -0.48 1 0 3 discount rural
106 store_C 32 horizon 620.09 612.12 7.1017 7.97 0 0 4 discount rural
107 store_C 33 horizon 614.45 471.12 7.8335 -6.67 1 0 5 discount rural
108 store_C 34 horizon 484.25 475.29 7.052 8.96 0 0 6 discount rural
109 store_C 35 horizon 781.64 590.14 7.9248 -8.5 0 1 0 discount rural