imf
IMF provides global macroeconomic data through the World Economic Outlook database, including historical statistics and forecasts for GDP growth, inflation…
Skill by serejaris
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/serejaris-imf
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: backend, data, marketing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/imf
What's inside
- Skill name
imf- Description
- IMF provides global macroeconomic data through the World Economic Outlook database, including historical statistics and forecasts for GDP growth, inflation, government debt, unemployment, trade balances, and other indicators across 190+ countries and regions, plus COFER reserve currency composition data.
- License
- MIT
- Instructions
- 87 lines in SKILL.md · view on GitHub
Before installing
- Instructions call the network
Files (1)
- SKILL.md
SKILL.md (first lines)
# IMF
Use this skill to answer questions that require IMF macroeconomic data,
World Economic Outlook data, or COFER reserve currency composition data.
## Setup
Check whether the agent-gw Python SDK is available in the current Python environment, and install it only if the check fails:
```bash
python3 -c "import agent_gw" || python3 -m pip install "$(curl -s https://cdn.kimi.com/agentgw/pysdk/manifest.json | python3 -c "import json,sys; print(json.load(sys.stdin)['latest']['url'])")"
```
The SDK needs an API key from `api_key=...`, `KIMI_API_KEY`, or
`~/.kimi/agent-gw.json`.
## Workflow
1. Run `python3 scripts/imf_tool.py describe` from the plugin directory to call
`get_data_source_desc({"name": "imf"})`.
2. Read the returned Markdown carefully. It contains the overall data source
rules, country and region formats, indicator names, dataset constraints, and
each API's description, required parameters, optional parameters, defaults, and
allowed values.
3. Select the API that best matches the user's question.
4. Build `params` exactly from the Markdown requirements. Pay attention to
country or region, indicator, year or date range, forecast versus historical
periods, dataset or source table, unit, and frequency requirements.
5. Use `python3 scripts/imf_tool.py call` to call `call_data_source_tool`.
6. If the call fails, explain the failure reason from the response.
7. If the call succeeds, save any returned files first, then answer using
`resp.result.assistant`; ignore `resp.result.user` unless display content is
specifically needed.
## Common Use Cases
- Cross-country comparison of GDP growth, inflation, unemployment, government
debt, current account, trade balance, or other macroeconomic indicators.
- Historical macroeconomic trend analysis and World Economic Outlook forecasts.
- Policy research that requires IMF country, region, or global macro data.
- COFER analysis of official foreign exchange reserve currency shares such as
USD, EUR, CNY, JPY, GBP, CHF, AUD, and CAD.
## Script
Use the bundled script from the plugin directory:
```bash
python3 scripts/imf_tool.py describe
```
After reading the Markdown and selecting an API:
```bash
python3 scripts/imf_tool.py call \
--api-name "<api name from markdown>" \
--params-json '{"required_param":"value"}'
```
For larger params, write a JSON object and pass
`--params-file path/to/params.json`.
The script:
- sends `{"name": "imf"}` to `get_data_source_desc`
- sends `{"data_source_name": "imf", "api_name": ..., "params": ...}` to
`call_data_source_tool`
- prints failure messages from `error.user` or `error.assistant`
- saves returned files to each `files[].name` path returned by the data source
- prints the joined `result.assistant` texts on success
Expected `call_data_source_tool` response shape:
```python
{
"is_success": bool,
"result": {"user": list[str], "assistant": list[str]} | None,
"error": {"user": list[str], "assistant": list[str]} | None,
"files": [{"name": str, "content": str}],
}
```
When files are returned, `name` is the file path or name to write. The path is
usually dictated by the selected API's params in the Markdown docs. If an API
does not need files, the response normally has no files to save.From serejaris/kimi-skills, MIT.
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Signals
- Stars
- 9
- Forks
- 3
- Open issues
- 0
- Last commit (this folder)
- Jul 17, 2026 (3 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/serejaris/kimi-skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
imf skill. Agent Mart. https://agentmart.dev/skills/serejaris-imf (last updated 2026-10-24)