modelscope.cn

token-efficient

Use when processing 50+ items, analyzing CSV/log files, executing code in sandbox, or searching for tools. Load for data processing tasks. Achieves 98%+ token savings via in-sandbox execution, progressive disclosure, and pagination. Supports heredocs for multi-line bash.

Installation

$ npx skills add https://modelscope.cn

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 1,587 B

History

  1. First recorded snapshot · 0 installs

SKILL.md

Token-Efficient MCP

Process data in sandbox, return only results. 98%+ token savings.

Instructions

  1. Search for tool: search_tools("csv") (95% savings vs loading all)
  2. Process data in sandbox (never load raw to context)
  3. Use pagination for large files: offset, limit
  4. Return summaries, not raw data

Quick Commands

# Process CSV with filter
scripts/process-csv.sh data.csv "price > 100"

# Search logs for errors
scripts/search-logs.sh app.log "ERROR|WARN"

# Execute code in sandbox
scripts/run-sandbox.sh script.py

Token Savings

Tool Savings Example
execute_code 98%+ Run Python without loading
process_csv 99% 10K rows → 100 results
process_logs 95% 100K lines → 500 matches
search_tools 95% Find tools on-demand

MCP Tools

Tool Purpose
execute_code Python/Bash/Node in sandbox
process_csv Filter, aggregate CSV
process_logs Pattern match logs
search_tools Find tools by keyword
batchprocesscsv Multiple CSVs at once

References

File Load When
references/patterns.md Choosing which tool
references/examples.md Need code examples