CSV and Excel Merger
OneWave-AI/claude-skills
Combines CSV, TSV and Excel files into one verified table with pandas, by stacking or joining, mapping columns, normalizing keys and removing duplicates.
根据数据量自动选择读取策略（大文件转Parquet），提取关键指标进行单位一致性验证与排序分析，并输出可下载的结果表格。
Install Large File Kpi Analysis
$ npx skills add MichaelYang-lyx/AIDABench --skill large-file-kpi-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MichaelYang-lyx/AIDABench large-file-kpi-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis .claude/skills/large-file-kpi-analysis && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "large-file-kpi-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis into .claude/skills/large-file-kpi-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "large-file-kpi-analysis", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysisType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add MichaelYang-lyx/AIDABench --skill large-file-kpi-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MichaelYang-lyx/AIDABench large-file-kpi-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis .agents/skills/large-file-kpi-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "large-file-kpi-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis into .agents/skills/large-file-kpi-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "large-file-kpi-analysis", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MichaelYang-lyx/AIDABench --skill large-file-kpi-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MichaelYang-lyx/AIDABench large-file-kpi-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis .cursor/skills/large-file-kpi-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "large-file-kpi-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis into .cursor/skills/large-file-kpi-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "large-file-kpi-analysis", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/MichaelYang-lyx/AIDABench.git --path skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add MichaelYang-lyx/AIDABench --skill large-file-kpi-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MichaelYang-lyx/AIDABench large-file-kpi-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis .gemini/skills/large-file-kpi-analysis && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "large-file-kpi-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis into .gemini/skills/large-file-kpi-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "large-file-kpi-analysis", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install MichaelYang-lyx/AIDABench large-file-kpi-analysisInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add MichaelYang-lyx/AIDABench --skill large-file-kpi-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis .github/skills/large-file-kpi-analysis && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "large-file-kpi-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis into .github/skills/large-file-kpi-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "large-file-kpi-analysis", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MichaelYang-lyx/AIDABench --skill large-file-kpi-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MichaelYang-lyx/AIDABench large-file-kpi-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MichaelYang-lyx/AIDABench.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis .opencode/skills/large-file-kpi-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "large-file-kpi-analysis" agent skill from https://github.com/MichaelYang-lyx/AIDABench/tree/main/skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis into .opencode/skills/large-file-kpi-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "large-file-kpi-analysis", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
large-file-kpi-analysis- GitHub stars
- 111
- Used in
- 1 other repo
- Token cost
- ~502 tokens
- SKILL.md length
- 25 words
- Files
- 1
- Skills in repo
- 39
- Repo updated
- First seen
- Licence
- None found
At a glance
根据数据量自动选择读取策略（大文件转Parquet），提取关键指标进行单位一致性验证与排序分析，并输出可下载的结果表格。
- Tasks that involve OKRs and executive reporting
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Excel spreadsheets
- Tasks that involve DataFrames
What it does
Large File Kpi Analysis is an agent skill from MichaelYang-lyx/AIDABench. 根据数据量自动选择读取策略（大文件转Parquet），提取关键指标进行单位一致性验证与排序分析，并输出可下载的结果表格。
Its SKILL.md is about 500 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Business, Finance & HR, covering OKRs and executive reporting, Excel spreadsheets and DataFrames. It works with Microsoft Excel. The repository describes itself as: Code for paper AIDABench: AI Data Analytics Benchmark.
When your agent uses it
- Tasks that involve OKRs and executive reporting
- Tasks that involve Excel spreadsheets
- Tasks that involve DataFrames
Example prompts
- “/large-file-kpi-analysis”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 6dd4206. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Large File Kpi Analysis loads about 502 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 25 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 25 words (~502 tokens).
- name
- large-file-kpi-analysis
Files
Just SKILL.md in skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis of MichaelYang-lyx/AIDABench.
Open the folder on GitHubat commit 6dd4206
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in MichaelYang-lyx/AIDABench, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Large File Kpi Analysis next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Large File Kpi Analysis this skillMichaelYang-lyx/AIDABench | 111 | 1 repos | ~502 | Automated safety check: Pass | None | |
| CSV and Excel MergerOneWave-AI/claude-skills | 336 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Officecli Data DashboardFerroxLabs/wayland | 608 | 4 repos | ~9.2k | Automated safety check: Pass | AGPL-3.0 | |
| Tabular Cleanupgaasher/Agent-Loop-Skills | 174 | — | ~4k | Automated safety check: Pass | MIT | |
| Codebookbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~527 | Automated safety check: Notes | Custom licence | |
| Quality ReportLeoYeAI/openclaw-master-skills | 2.2k | — | ~5.2k | Automated safety check: Pass | MIT |
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Related
Works with
Questions about Large File Kpi Analysis
What does Large File Kpi Analysis do?
根据数据量自动选择读取策略（大文件转Parquet），提取关键指标进行单位一致性验证与排序分析，并输出可下载的结果表格。. Large File Kpi Analysis is an agent skill from MichaelYang-lyx/AIDABench.
When should I use Large File Kpi Analysis?
Large File Kpi Analysis fits situations like: tasks that involve OKRs and executive reporting; tasks that involve Excel spreadsheets; tasks that involve DataFrames.
How do I install Large File Kpi Analysis in Claude Code?
Run `npx skills add MichaelYang-lyx/AIDABench --skill large-file-kpi-analysis -a claude-code`. Or copy the skill folder (skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis in MichaelYang-lyx/AIDABench) into .claude/skills/large-file-kpi-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Large File Kpi Analysis in Codex?
Run `npx skills add MichaelYang-lyx/AIDABench --skill large-file-kpi-analysis -a codex`. Or copy the skill folder (skills/sn-da-excel-workflow/capability/excel-data-analysis/kpi-metric-analysis in MichaelYang-lyx/AIDABench) into .agents/skills/large-file-kpi-analysis in your project. Codex loads it when a task matches its description.
Can I use Large File Kpi Analysis in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add MichaelYang-lyx/AIDABench --skill large-file-kpi-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/large-file-kpi-analysis, .gemini/skills/large-file-kpi-analysis, .github/skills/large-file-kpi-analysis and .opencode/skills/large-file-kpi-analysis in your project.
What does Large File Kpi Analysis need to run?
SKILL.md names no scripts, command-line tools or credentials: Large File Kpi Analysis is instructions for the agent only. Our summary lists: Python 3.
Does Large File Kpi Analysis access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Large File Kpi Analysis safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Large File Kpi Analysis use?
No licence was found for Large File Kpi Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Large File Kpi Analysis use?
About 502 tokens (SKILL.md is roughly 2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Large File Kpi Analysis?
Skills that share tags, products or a category with Large File Kpi Analysis: CSV and Excel Merger (OneWave-AI/claude-skills, 336 stars), Officecli Data Dashboard (FerroxLabs/wayland, 608 stars), Tabular Cleanup (gaasher/Agent-Loop-Skills, 174 stars) and Codebook (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Large File Kpi Analysis?
MichaelYang-lyx (a GitHub user) maintains it in MichaelYang-lyx/AIDABench, which has 111 GitHub stars. The repository holds 39 skills in this directory. The repository was last updated on September 28, 2026.
Source: MichaelYang-lyx/AIDABench on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.