kosis-cliQuery Korea's national statistics portal (KOSIS, kosis.kr) via the official OpenAPI. Title search, category browsing, table metadata (items + dimensions + pe...
Install via ClawdBot CLI:
clawdbot install chloepark85/kosis-cliGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://kosis.kr/openapi/devGuide/devGuide_0102.doAudited Apr 25, 2026 · audit v1.0
Generated May 24, 2026
Automate generation of market research reports by fetching official statistics from KOSIS. For example, retrieve monthly CPI trends, employment rates by age band, and household income deciles to create a comprehensive economic overview for a client report.
Pull population data by 시군구 (city/county/district) to analyze demographic changes over time. This supports urban planners and local governments in resource allocation, infrastructure development, and policy making.
Fetch monthly CPI data from KOSIS to monitor inflation trends and adjust pricing strategies accordingly. Retailers and e-commerce platforms can use this data to optimize product pricing and promotions.
Retrieve employment rates by gender, age band, and industry to understand labor market dynamics. HR departments and recruitment agencies can use this to identify talent shortages and plan hiring strategies.
Extract household income quintile data to segment customers by income level. Banks and insurance companies can use this to design targeted financial products such as loans, savings plans, or insurance policies.
Offer a subscription service that integrates KOSIS data into clients' existing dashboards or analytics platforms. Provide automated, scheduled data pulls and pre-processed JSON outputs for seamless integration.
Provide on-demand custom reports combining KOSIS statistics with other public data (e.g., from ECOS or Opendart). Charge per report or via a retainer for regular updates.
Wrap the KOSIS CLI tool into a RESTful API with additional features like caching, authentication, and rate-limit management. Sell API access to developers and businesses needing programmatic access to Korean statistics.
💬 Integration Tip
To integrate, first obtain a KOSIS API key and set it as an environment variable. Use the CLI tool in shell scripts or call it from Python via subprocess, parsing JSONL output line by line. For production, consider caching frequent queries and handling rate limits gracefully.
Scored May 24, 2026
Real-time search engine supporting web search, vertical domain search, parallel batch search, and URL content extraction.
Manage Feishu (Lark) calendars by listing, searching, checking schedules, syncing events, and marking tasks with automated date extraction.
Process multiple items with progress tracking, checkpointing, and failure recovery.
cad reference tool
Search, install, and create OpenClaw skills using intelligent matching across built-in, local, and GitHub skill repositories.
Use when building CLI tools, implementing argument parsing, or adding interactive prompts. Invoke for CLI design, argument parsing, interactive prompts, progress indicators, shell completions.