monte-carlo-validation-notebook

80 / 100 · Low risk

Fine to try. 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

Generates SQL validation notebooks for dbt PR changes with before/after comparison queries. Use when you need help with monte carlo validation notebook.

Works with any agent that supports SKILL.md skills.

What this skill can do

Downloads and installs other software

The author does not mention this. It runs automatically when the plugin is installed.

Found in 11 places.

skills/ag-monte-carlo-validation-notebook/SKILL.md, line 39- **`pyyaml`** — install with `pip3 install pyyaml` (or `pip install pyyaml`, `uv pip install pyyaml`, etc.)
.claude/settings.json, line 166"Bash(npx @claude-flow*)",
.claude/settings.json, line 167"Bash(npx claude-flow*)",

Show 8 more

.mcp.json, line 4"command": "npx",
hooks/cmods/README.md, line 96npx eslint --fix "$FILE" 2>/dev/null
hooks/cmods/post-edit-format.sh, line 29npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true
hooks/cmods/post-edit-format.sh, line 32npx biome format --write "$FILE" 2>/dev/null && FORMATTED=true
hooks/cmods/post-edit-format.sh, line 80npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true
hooks/cmods/post-edit-format.sh, line 86npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true
hooks/cmods/pre-commit-lint.sh, line 38echo "$files" | xargs npx eslint --max-warnings 0 2>/dev/null
hooks/hooks.json, line 106"command": "#!/bin/bash\n# Run TypeScript check after editing TS files\ninput=$(cat)\nfile_path=$(echo \"$input\" | jq -r '.tool_input.file_path // \"\"')\n\nif

Runs commands on your computer

The author does not mention this. Expected for a coding skill.

Found in 75 places.

skills/ag-monte-carlo-validation-notebook/SKILL.md, line 128gh pr view <PR#> --repo <owner>/<repo> --json number,title,author,mergedAt,headRefOid
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 133gh pr view <PR#> --repo <owner>/<repo> --json files --jq '.files[].path'
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 138gh pr diff <PR#> --repo <owner>/<repo>

Show 17 more

skills/ag-monte-carlo-validation-notebook/SKILL.md, line 145gh api repos/<owner>/<repo>/contents/<file_path>?ref=<head_sha> --jq '.content' | python3 -c "import sys,base64; sys.stdout.write(base64.b64decode(sys.stdin.rea
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 150gh api repos/<owner>/<repo>/contents/<dbt_root>/dbt_project.yml?ref=<head_sha> --jq '.content' | python3 -c "import sys,base64; sys.stdout.write(base64.b64decod
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 162git rev-parse --abbrev-ref HEAD
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 169git diff --name-only <base_branch>...HEAD -- '*.sql'
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 176git diff <base_branch>...HEAD -- <file_path>
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 183find . -name "dbt_project.yml" -type f | head -1
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 226python3 ${CLAUDE_PLUGIN_ROOT}/skills/monte-carlo-validation-notebook/scripts/resolve_dbt_schema.py /tmp/validation_notebook_working/<id>/dbt_project.yml /tmp/va
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 631python3 ${CLAUDE_PLUGIN_ROOT}/skills/monte-carlo-validation-notebook/scripts/generate_notebook_url.py /tmp/validation_notebook_working/<id>/notebook.yaml --mc-b
skills/ag-monte-carlo-validation-notebook/SKILL.md, line 688gh api repos/monte-carlo-data/mc-bridge/readme --jq '.content' | base64 --decode
skills/ag-monte-carlo-validation-notebook/scripts/generate_notebook_url.py, line 137subprocess.run(["open", url])
.claude/settings.json, line 9"command": "sh -c 'exec node \"${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'",

and 55 more places

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'monte-carlo-validation-notebook' ] || [ -L ~/.agents/skills/'monte-carlo-validation-notebook' ]; then echo 'A skill folder named monte-carlo-validation-notebook 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 "$d" checkout --quiet 'd51e7ac9a34111cd2e63daed83c2198f91570050' -- 'skills/ag-monte-carlo-validation-notebook' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/ag-monte-carlo-validation-notebook' ~/.agents/skills/'monte-carlo-validation-notebook' && 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/'monte-carlo-validation-notebook' ~/.claude/skills/'monte-carlo-validation-notebook' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-08	`d51e7ac`	80