Scientific Coding Skill
Install this marketplace when your agent needs guardrails for numerics, reproducibility, and honest scientific coding instead of plausible-but-wrong analysis scripts.
Overview
Scientific-coding-skill is a plugin marketplace for the Build phase that installs one scientific-coding plugin teaching principles and rules for writing faithful, reproducible scientific code with coding agents.
What is this marketplace?
- 1-plugin marketplace: scientific-coding v0.1.0 with principles for faithful scientific code
- Rules-oriented skill for reproducibility, correct numerics, and honest reporting in code
- Fits solo builders shipping notebooks, simulation repos, or analysis CLIs with coding agents
- Curated Claude Code marketplace entry by Cornelius Emde (owner: cemde)
- Lightweight install path: add marketplace then enable the scientific-coding plugin for agent sessions
- Marketplace lists exactly 1 plugin: scientific-coding at version 0.1.0
- Plugin description: principles and rules for writing faithful scientific code
- Owner: Cornelius Emde (cemde)
Community signal: 4 GitHub stars.
What problem does it solve?
Agent-generated analysis and simulation code often looks correct while hiding wrong units, leaky validation, and irreproducible randomness.
Who is it for?
Solo builders writing research code, data pipelines, or simulation repos who want agent help without sacrificing numerical and reproducibility standards.
Skip if: Pure frontend UI work or teams that only need generic linting with no scientific or statistical correctness requirements.
What do I get? / Deliverables
After you add the marketplace, your agent can apply explicit scientific-coding rules while implementing and documenting experiments instead of shipping persuasive but unfaithful scripts.
- Enabled scientific-coding plugin from a 1-plugin marketplace
- Agent sessions guided by principles for faithful scientific implementation
- Clearer documentation and structure for experiment and analysis code
Plugins in this marketplace
1 plugin — install individually after you add the marketplace.
Recommended Marketplaces
Journey fit
Faithful scientific code is authored during implementation and documentation of experiments, models, and analysis pipelines. The single plugin encodes principles and rules that belong with how you document and structure research code, not a one-off ship checklist.
How it compares
Curated plugin marketplace with a methodology-style scientific coding skill, not a single-purpose MCP server or Binance-style API integration.
Common Questions / FAQ
Who is Scientific Coding Skill for?
Indie and solo builders using Claude Code to write analysis, modeling, or experiment code who need faithfulness and reproducibility guardrails, not just faster typing.
When should I use Scientific Coding Skill?
Enable it during Build (and early Ship review) whenever the agent implements statistics, simulations, ML experiments, or plots that must survive scrutiny.
How do I add Scientific Coding Skill to my agent?
Register the cemde/Scientific-Coding-Skill Claude marketplace in Claude Code, install the marketplace bundle, and turn on the scientific-coding plugin for sessions that touch research code.