Raccoon Data Analysis

Trust Score 77/100

Remote data-analysis and visualization skill that uploads user files to the Raccoon API to produce charts, code-interpreter results, and multi-turn analysis ses

triggers:analyze fileplot chartvisualize dataupload csvexcel analysisdata insightsgenerate chart

GitHub SKILL.md

What it does

Raccoon Data Analysis connects an agent to a remote code-interpreter and visualization service. Rather than processing files locally, this skill uploads user-provided data (Excel, CSV, etc.) to the configured RACCOON_API_HOST and uses the remote API to run analysis, generate visualizations (charts, images), and return artifacts for download. It provides a structured, privacy-aware workflow that requires explicit user consent before any upload.

When to use it

Use this skill when a user asks you to analyze or visualize a dataset and is okay with uploading files to an external service. Typical triggers: 'analyze this Excel', 'plot a chart from my CSV', 'generate insights from the dataset'. Do not trigger if the user forbids external uploads or asks for local-only processing.

What's included

Scripts: helper scripts referenced in the skill for session creation, file upload, analysis, and artifact download (located in the skill's scripts/ when present). (has_scripts=false in fetch output indicates scripts may be referenced but not packaged in the repo snapshot.)
References: API reference and cheatsheet links described in SKILL.md (if present in references/).
Instructions: step-by-step safety rules (do not analyze locally, require explicit consent, verify env vars RACCOON_API_HOST and RACCOON_API_TOKEN before use). The SKILL.md contains examples for file and prompt workflows and error handling.

Compatible agents

Agents that can run Python scripts and call external HTTP APIs (e.g., Copilot/Codex/Claude Code or any agent with shell/python execution ability).

Audit Summary

Raccoon Data Analysis is a skill that uploads user files (Excel, CSV) to SenseTime's xiaohuanxiong.com API for remote AI-driven analysis and visualization. The single script (main.py) ran successfully, providing a well-structured CLI with analyze, auth-check, and example subcommands. The code is cleanly organized with proper error handling, retry logic, and SSE streaming support.

Watch Out

Requires RACCOON_API_HOST and RACCOON_API_TOKEN environment variables — not usable without a SenseTime API account
All user data is uploaded to an external service (xiaohuanxiong.com) — privacy implications
Script prints partial API token in auth-check output — minor info leak risk in shared logs
Downloads artifacts from S3 presigned URLs without checksum verification

Notes

Well-structured skill with clear privacy documentation and user consent requirements in the SKILL.md. Explicitly prohibits local data analysis, routing everything through the remote API. The skill is specific to the Chinese market and SenseTime's ecosystem. No references/ directory was bundled despite being mentioned in SKILL.md. No type hints on functions.

Information

Repository: raccoon-dataanalysis-skill
Stars: 177

Trust Score

Overall77

Security85

Code Quality72

Architecture65

Usefulness58

Related Skills

Development Worktree

Create an isolated git worktree for feature work, auto-run project setup, and verify a clean test baseline before development.

Readwise Reader Document Management

Manage Readwise Reader documents: list, save, search, move, tag, highlight, export and bulk-edit via official and custom CLIs.

Bounty Hunter — Atlas

Persona skill: 'Atlas' — a profit-focused developer persona for discovering, evaluating and executing paid bounties or freelance tasks with ROI-aware workflows.

Junshi — Research Advisor

Daily strategic research advisor that scans arXiv/venues, digests papers, and proposes bold, ranked research ideas tailored to the user's profile.

Full Stack Builder

End-to-end builder that scaffolds, implements, tests, and optionally deploys web and API applications from a natural-language specification.

ezBookkeeping API Tools

Command-line API tools for ezBookkeeping: record and query transactions, retrieve accounts/categories/tags, and fetch exchange rates for self-hosted personal fi

Feishu Voice Sender

Convert MP3s and send them as native Feishu voice messages (playable voice clips) to users or groups.

Claw Bench

Benchmarking skill that guides an agent through a structured suite of capability tests and reporting steps for leaderboard submission.

Back to Skills