SkillGild
Research

Academic Plotting

Publication-quality figures for ML papers: picks the chart type for your results and writes the matplotlib or seaborn code, or plans an architecture diagram from your method section.

  • 25 free runs a month
  • Runs in your agent, private tools on SkillGild
  • v1.1.0
skillgild install academic-plotting
Works with
  • Claude Code
  • Codex
  • Cursor
  • Gemini CLI
and any MCP client

License: MIT · Created by Orchestra Research

Install and connect

Pick your agent. The wrapper only tells your agent how to start a session. The skill's instructions arrive with each session, after your access is checked.

  1. Sign in once from your terminal.

    Terminal
    skillgild login
  2. Install this skill for Claude Code.

    Terminal
    skillgild install academic-plotting --agent claude-code
  3. Register the SkillGild MCP server with Claude Code.

    Terminal
    claude mcp add --scope user skillgild -- $(command -v skillgild) mcp

How it runs

  1. Your agent starts a session. SkillGild checks your access and allowance, counts one run, and sends the skill's instructions for this task.
  2. Your agent does the work with its own model and tools, in your project. SkillGild makes no AI model call.
  3. Private steps run on SkillGild. Your agent calls the server tools below and gets their results. The tool code never leaves SkillGild, and tool input is not stored.

Use it from code

Start a session, call its tools, then end it. Create an API key under Account and pass it as a bearer token.

Terminal
# Prints the session ID, its tools and the instructions for your agent
skillgild session academic-plotting
skillgild call <session-id> validate_palette --input '{"data": {}}'
skillgild end <session-id>

Server tools

Each call uses one of the session's tool calls.

validate_paletteValidate palette and contrast

Checks named six-digit hex colors and specified foreground/background pairs against your target contrast ratio. This is a calculation, not an aesthetic review or a complete accessibility audit.

FieldTypeNotes
colorsRequiredobjectNo extra rules.
pairsRequiredarrayNo extra rules.