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skills/data/SKILL.md

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Source commit b710b7de98ee608c0038075d3c82c1e3a68a0116

What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: Yes
Repository scan complete: Yes
Skill scan complete: Yes
Observed behavior: Instructions only
Last checked: Nov 11, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

Claude Code

Destination .claude/skills/data

(
  set -euo pipefail
  destination='./.claude/skills/data'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/wubinKKK/private-ai-workbench.git' "$work/repo"
  git -C "$work/repo" checkout --detach b710b7de98ee608c0038075d3c82c1e3a68a0116
  git -C "$work/repo" archive --format=tar 'b710b7de98ee608c0038075d3c82c1e3a68a0116:skills/data' > "$work/skill.tar"
  mkdir -p -- './.claude/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Codex

Destination .agents/skills/data

(
  set -euo pipefail
  destination='./.agents/skills/data'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/wubinKKK/private-ai-workbench.git' "$work/repo"
  git -C "$work/repo" checkout --detach b710b7de98ee608c0038075d3c82c1e3a68a0116
  git -C "$work/repo" archive --format=tar 'b710b7de98ee608c0038075d3c82c1e3a68a0116:skills/data' > "$work/skill.tar"
  mkdir -p -- './.agents/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Cursor

Destination .cursor/skills/data

(
  set -euo pipefail
  destination='./.cursor/skills/data'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/wubinKKK/private-ai-workbench.git' "$work/repo"
  git -C "$work/repo" checkout --detach b710b7de98ee608c0038075d3c82c1e3a68a0116
  git -C "$work/repo" archive --format=tar 'b710b7de98ee608c0038075d3c82c1e3a68a0116:skills/data' > "$work/skill.tar"
  mkdir -p -- './.cursor/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Gemini CLI

Destination .gemini/skills/data

(
  set -euo pipefail
  destination='./.gemini/skills/data'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/wubinKKK/private-ai-workbench.git' "$work/repo"
  git -C "$work/repo" checkout --detach b710b7de98ee608c0038075d3c82c1e3a68a0116
  git -C "$work/repo" archive --format=tar 'b710b7de98ee608c0038075d3c82c1e3a68a0116:skills/data' > "$work/skill.tar"
  mkdir -p -- './.gemini/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

GitHub Copilot

Destination .github/skills/data

(
  set -euo pipefail
  destination='./.github/skills/data'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/wubinKKK/private-ai-workbench.git' "$work/repo"
  git -C "$work/repo" checkout --detach b710b7de98ee608c0038075d3c82c1e3a68a0116
  git -C "$work/repo" archive --format=tar 'b710b7de98ee608c0038075d3c82c1e3a68a0116:skills/data' > "$work/skill.tar"
  mkdir -p -- './.github/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

OpenCode

Destination .opencode/skills/data

(
  set -euo pipefail
  destination='./.opencode/skills/data'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/wubinKKK/private-ai-workbench.git' "$work/repo"
  git -C "$work/repo" checkout --detach b710b7de98ee608c0038075d3c82c1e3a68a0116
  git -C "$work/repo" archive --format=tar 'b710b7de98ee608c0038075d3c82c1e3a68a0116:skills/data' > "$work/skill.tar"
  mkdir -p -- './.opencode/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Repository context

Repository stars (not skill ratings): 4
Repository last updated: Nov 2, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

agent-skills Repository topic
ai-workbench Repository topic
chinese-search Repository topic
duckdb Repository topic
local-first Repository topic
mcp Repository topic
data Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

SKILL.mdcore · 758 bytes

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# 本地数据分析

使用 CLI data 或 MCP query_local_data，明确指定一个输入文件。默认数据表名 data，仅允许单条 SELECT 或 WITH SELECT，最多返回 1000 行。先读列名和实际类型，再编写查询。

引擎先载入指定文件，然后关闭外部访问；用户 SQL 不能读取其他文件或网络。只读查询不修改输入，进程限制 30 秒、内存上限 1 GB。数据来源太大或类型不符时说明限制，不伪造统计结果。

数据功能需要独立 DuckDB 环境；尚未安装时说明 npm run setup:data 的作用，不在只读 MCP 调用中偷偷安装。