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timesfm-forecasting
55 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.
By anubhavg-icpl/vibe (GitHub) · coding · 13 stars · scanned at commit d51e7ac
Zero-shot time series forecasting with Google's TimesFM foundation model. Use for any univariate time series (sales, sensors, energy, vitals, weather) without training a custom model. Supports CSV/DataFrame/array inputs with point forecasts and prediction intervals. Includes a preflight system checker script to verify RAM/GPU before first use.
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
The author does not mention this. Expected for a coding skill.
Found in 72 places.
Show 17 more
- skills/sci-timesfm-forecasting/SKILL.md, line 136
pip install torch>=2.0.0 --index-url https://download.pytorch.org/whl/cu121 - skills/sci-timesfm-forecasting/SKILL.md, line 599
python scripts/check_system.py - skills/sci-timesfm-forecasting/SKILL.md, line 622
python scripts/forecast_csv.py input.csv \ - skills/sci-timesfm-forecasting/SKILL.md, line 701
cd examples/global-temperature && python run_forecast.py && python visualize_forecast.py - skills/sci-timesfm-forecasting/SKILL.md, line 767
python -c " - skills/sci-timesfm-forecasting/scripts/check_system.py, line 138
result = subprocess.run( - skills/sci-timesfm-forecasting/scripts/check_system.py, line 186
result = subprocess.run( - .claude/settings.json, line 9
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" pre-bash'", - .claude/settings.json, line 19
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" pre-edit'", - .claude/settings.json, line 31
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-edit'", - .claude/settings.json, line 41
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-bash'", - .claude/settings.json, line 52
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" route'", - .claude/settings.json, line 63
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-restore'", - .claude/settings.json, line 68
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/auto-memory-hook.mjs\" import'", - .claude/settings.json, line 79
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-end'", - .claude/settings.json, line 90
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/auto-memory-hook.mjs\" sync'", - .claude/settings.json, line 102
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" compact-manual'"
and 52 more places
Downloads and installs other software
The author does not mention this. It runs automatically when the plugin is installed.
Found in 24 places.
Show 17 more
- skills/sci-timesfm-forecasting/SKILL.md, line 136
pip install torch>=2.0.0 --index-url https://download.pytorch.org/whl/cu121 - skills/sci-timesfm-forecasting/SKILL.md, line 139
pip install torch>=2.0.0 --index-url https://download.pytorch.org/whl/cpu - skills/sci-timesfm-forecasting/SKILL.md, line 142
pip install torch>=2.0.0 # MPS support is built-in - skills/sci-timesfm-forecasting/SKILL.md, line 753
5. **TimesFM 2.5 required for `forecast_with_covariates()`** -- TimesFM 1.0 does NOT have this method. Install `pip install timesfm[xreg]` and use checkpoint `g - skills/sci-timesfm-forecasting/examples/covariates-forecasting/demo_covariates.py, line 7
TimesFM 2.5 + `pip install timesfm[xreg]`. - skills/sci-timesfm-forecasting/examples/covariates-forecasting/demo_covariates.py, line 411
pip install timesfm[xreg] - skills/sci-timesfm-forecasting/examples/global-temperature/README.md, line 138
uv pip install "timesfm[torch]" matplotlib pandas numpy - skills/sci-timesfm-forecasting/references/system_requirements.md, line 148
| jax | Flax backend | `pip install jax[cuda]` | - skills/sci-timesfm-forecasting/references/system_requirements.md, line 149
| flax | Flax backend | `pip install flax` | - skills/sci-timesfm-forecasting/references/system_requirements.md, line 150
| scikit-learn | XReg covariates | `pip install scikit-learn` | - skills/sci-timesfm-forecasting/scripts/check_system.py, line 374
detail=f"{pkg_name} is not installed. Run: uv pip install {pkg_name}", - .claude/settings.json, line 166
"Bash(npx @claude-flow*)", - .claude/settings.json, line 167
"Bash(npx claude-flow*)", - .mcp.json, line 4
"command": "npx", - hooks/cmods/README.md, line 96
npx eslint --fix "$FILE" 2>/dev/null - hooks/cmods/post-edit-format.sh, line 29
npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true - hooks/cmods/post-edit-format.sh, line 32
npx biome format --write "$FILE" 2>/dev/null && FORMATTED=true
and 4 more places
Connects to the internet
The author does not mention this.
Found in 1 place.
Reads your saved credentials, such as SSH keys or .env files
The author does not mention this. It runs automatically when the plugin is installed.
Found in 1 place.
Safer alternatives
Low-risk skills in the same category (coding) that look related. Check that one does what you need.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'timesfm-forecasting' ] || [ -L ~/.agents/skills/'timesfm-forecasting' ]; then echo 'A skill folder named timesfm-forecasting already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/anubhavg-icpl/vibe' "$d" && git -C "$d" checkout --quiet 'd51e7ac9a34111cd2e63daed83c2198f91570050' -- 'skills/sci-timesfm-forecasting' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/sci-timesfm-forecasting' ~/.agents/skills/'timesfm-forecasting' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'timesfm-forecasting' ~/.claude/skills/'timesfm-forecasting' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for anubhavg-icpl/vibe shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/anubhavg-icpl/vibe/)
Score history
| Date | Version | Score |
|---|
| 2026-11-08 | d51e7ac | 55 |