Journal
kazukinagata/shinkoku
This skill should be used when the user wants to record bookkeeping entries (仕訳), import transaction data from CSV files, receipts, or invoices, or manage their general ledger.
基于东方财富数据库，支持自然语言查询全球宏观经济数据，涵盖国民经济核算、价格指数、货币金融、财政收支、对外贸易、就业民生、产业运行等多个领域，适配各类宏观经济研究、市场分析、政策解读等多元专业场景需求。返回结果包含数据说明及 csv 文件。Natural language query for macroeconomic data from financial databases…
Install Mx Macro Data
$ npx skills add hiboys/ExploreFinance --skill mx-macro-data -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hiboys/ExploreFinance mx-macro-data --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/hiboys/ExploreFinance.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/mx-macro-data .claude/skills/mx-macro-data && 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 "mx-macro-data" agent skill from https://github.com/hiboys/ExploreFinance/tree/main/.claude/skills/mx-macro-data into .claude/skills/mx-macro-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mx-macro-data", 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/hiboys/ExploreFinance/tree/main/.claude/skills/mx-macro-dataType 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 hiboys/ExploreFinance --skill mx-macro-data -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hiboys/ExploreFinance mx-macro-data --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hiboys/ExploreFinance.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/mx-macro-data .agents/skills/mx-macro-data && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mx-macro-data" agent skill from https://github.com/hiboys/ExploreFinance/tree/main/.claude/skills/mx-macro-data into .agents/skills/mx-macro-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mx-macro-data", 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 hiboys/ExploreFinance --skill mx-macro-data -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hiboys/ExploreFinance mx-macro-data --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hiboys/ExploreFinance.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/mx-macro-data .cursor/skills/mx-macro-data && 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 "mx-macro-data" agent skill from https://github.com/hiboys/ExploreFinance/tree/main/.claude/skills/mx-macro-data into .cursor/skills/mx-macro-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mx-macro-data", 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/hiboys/ExploreFinance.git --path .claude/skills/mx-macro-data--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 hiboys/ExploreFinance --skill mx-macro-data -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hiboys/ExploreFinance mx-macro-data --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hiboys/ExploreFinance.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/mx-macro-data .gemini/skills/mx-macro-data && 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 "mx-macro-data" agent skill from https://github.com/hiboys/ExploreFinance/tree/main/.claude/skills/mx-macro-data into .gemini/skills/mx-macro-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mx-macro-data", 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 hiboys/ExploreFinance mx-macro-dataInstalls 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 hiboys/ExploreFinance --skill mx-macro-data -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hiboys/ExploreFinance.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/mx-macro-data .github/skills/mx-macro-data && 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 "mx-macro-data" agent skill from https://github.com/hiboys/ExploreFinance/tree/main/.claude/skills/mx-macro-data into .github/skills/mx-macro-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mx-macro-data", 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 hiboys/ExploreFinance --skill mx-macro-data -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hiboys/ExploreFinance mx-macro-data --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hiboys/ExploreFinance.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/mx-macro-data .opencode/skills/mx-macro-data && 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 "mx-macro-data" agent skill from https://github.com/hiboys/ExploreFinance/tree/main/.claude/skills/mx-macro-data into .opencode/skills/mx-macro-data/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mx-macro-data", 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
mx-macro-data- GitHub stars
- 365
- Token cost
- ~1.7k tokens
- SKILL.md length
- 310 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 23
- Repo updated
- First seen
- Licence
- None found
At a glance
基于东方财富数据库，支持自然语言查询全球宏观经济数据，涵盖国民经济核算、价格指数、货币金融、财政收支、对外贸易、就业民生、产业运行等多个领域，适配各类宏观经济研究、市场分析、政策解读等多元专业场景需求。返回结果包含数据说明及 csv 文件。Natural language query for macroeconomic data from financial databases…
- Works in 6 steps: 禁止模糊商品类别 (No Ambiguous Commodities) → 禁止宏观泛指指标 (No Macro Generalizations… → 时间与地域的灵活性 (Flexible Time & Region) → …
- Tasks that involve CSV and tabular files
- SKILL.md covers ⚠️ 核心输入约束 (Critical Input…, 🔄 输出接口与上层规划协议 (Output…, 功能范围 and 快速开始, plus 3 more sections
- Runs Python scripts from its folder; calls python3
What it does
Mx Macro Data is an agent skill from hiboys/ExploreFinance. 基于东方财富数据库，支持自然语言查询全球宏观经济数据，涵盖国民经济核算、价格指数、货币金融、财政收支、对外贸易、就业民生、产业运行等多个领域，适配各类宏观经济研究、市场分析、政策解读等多元专业场景需求。返回结果包含数据说明及 csv 文件。Natural language query for macroeconomic data from financial databases, covering national economic accounting, price indices, monetary finance, fiscal revenue and expenditure, foreign trade, employment, industrial operation, and other fields. It supports diverse scenarios including macroeconomic research, market analysis, and policy interpretation.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/get_data.py`).
It sits in Business, Finance & HR, covering CSV and tabular files, Market research and Accounting and bookkeeping. The repository describes itself as: 金融知识学习整理，知识来源包括行业书籍、财新周刊、前沿论文、法律法规等.
When your agent uses it
- Tasks that involve CSV and tabular files
- Tasks that involve Market research
- Tasks that involve Accounting and bookkeeping
Example prompts
- “/mx-macro-data”
Requirements
- Python 3
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- 禁止模糊商品类别 (No Ambiguous Commodities)
- 禁止宏观泛指指标 (No Macro Generalizations without Metrics)
- 时间与地域的灵活性 (Flexible Time & Region)
- 输出文件结构 (Output File Structure)
- 上层规划引擎必须执行的“完整性复核”逻辑 (Mandatory Verification Logic for Orchestrator)
- 命令行调用
What it can do on your machine
Read from SKILL.md and the folder at commit 28bc9ee. 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
Ships 1 file in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Mx Macro Data loads about 1.7k tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 310 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 310 words (~1,683 tokens).
“通过文本输入查询宏观经济数据，接口返回 JSON 后会自动转换为 CSV 并生成对应的内容描述 txt 文件。”
- name
- mx-macro-data
Files
SKILL.md and 1 other file (scripts) in .claude/skills/mx-macro-data of hiboys/ExploreFinance.
- SKILL.md
- scripts/get_data.py
Open the folder on GitHubat commit 28bc9ee
Compare with similar skills
Mx Macro Data 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 |
|---|---|---|---|---|---|---|
| Mx Macro Data this skillhiboys/ExploreFinance | 365 | — | ~1.7k | Automated safety check: Pass | None | |
| Journalkazukinagata/shinkoku | 364 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Beancount Importbex-co/beancount-io | 295 | — | ~3k | Automated safety check: Pass | MIT | |
| Map Tokenreportazalio/map-framework | 156 | — | ~2.5k | Automated safety check: Pass | MIT | |
| Remofirst Local Dev Loopjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Remofirst Upgrade Migrationjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.2k | Automated safety check: Pass | MIT |
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Show per-subtask/agent token accounting (input, output, cache read/creation, cost, cache-hit ratio) for the current branch.
Remofirst Local Dev Loop
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Rehearse RemoFirst imports, report reconciliation, and operator controls offline with synthetic fixtures before touching a client account.
Remofirst Upgrade Migration
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Webflow Migration Deep Dive
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Migrate external or cross-site content into Webflow CMS with schema mapping, staged batches, reconciliation, and controlled publication.
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Related
Categories
Questions about Mx Macro Data
What does Mx Macro Data do?
基于东方财富数据库，支持自然语言查询全球宏观经济数据，涵盖国民经济核算、价格指数、货币金融、财政收支、对外贸易、就业民生、产业运行等多个领域，适配各类宏观经济研究、市场分析、政策解读等多元专业场景需求。返回结果包含数据说明及 csv 文件。Natural language query for macroeconomic data from financial databases…. Mx Macro Data is an agent skill from hiboys/ExploreFinance. 基于东方财富数据库，支持自然语言查询全球宏观经济数据，涵盖国民经济核算、价格指数、货币金融、财政收支、对外贸易、就业民生、产业运行等多个领域，适配各类宏观经济研究、市场分析、政策解读等多元专业场景需求。返回结果包含数据说明及 csv 文件。Natural language query for macroeconomic data from financial databases, covering national economic accounting, price indices, monetary finance, fiscal revenue and expenditure, foreign trade, employment, industrial operation, and other fields.
When should I use Mx Macro Data?
Mx Macro Data fits situations like: tasks that involve CSV and tabular files; tasks that involve Market research; tasks that involve Accounting and bookkeeping.
How do I install Mx Macro Data in Claude Code?
Run `npx skills add hiboys/ExploreFinance --skill mx-macro-data -a claude-code`. Or copy the skill folder (.claude/skills/mx-macro-data in hiboys/ExploreFinance) into .claude/skills/mx-macro-data in your project. Claude Code loads it when a task matches its description.
How do I install Mx Macro Data in Codex?
Run `npx skills add hiboys/ExploreFinance --skill mx-macro-data -a codex`. Or copy the skill folder (.claude/skills/mx-macro-data in hiboys/ExploreFinance) into .agents/skills/mx-macro-data in your project. Codex loads it when a task matches its description.
Can I use Mx Macro Data 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 hiboys/ExploreFinance --skill mx-macro-data -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mx-macro-data, .gemini/skills/mx-macro-data, .github/skills/mx-macro-data and .opencode/skills/mx-macro-data in your project.
What does Mx Macro Data need to run?
Going by SKILL.md and its folder, Mx Macro Data needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Mx Macro Data 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 Mx Macro Data 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Mx Macro Data use?
No licence was found for Mx Macro Data or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Mx Macro Data use?
About 1.7k tokens (SKILL.md is roughly 6.7k 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 Mx Macro Data?
Skills that share tags, products or a category with Mx Macro Data: Journal (kazukinagata/shinkoku, 364 stars), Beancount Import (bex-co/beancount-io, 295 stars), Map Tokenreport (azalio/map-framework, 156 stars) and Remofirst Local Dev Loop (jeremylongshore/tons-of-skills-marketplace, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Mx Macro Data?
hiboys (a GitHub user) maintains it in hiboys/ExploreFinance, which has 365 GitHub stars. The repository holds 23 skills in this directory. The repository was last updated on June 17, 2026.
Source: hiboys/ExploreFinance on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.