gmanch94

Agentic Data Curation — Data skill for Claude Code

Data community

Agentic Data Curation System Prompt Template.

How to install Agentic Data Curation

Installs to ~/.claude/skills/gmanch94-claude-code-aidlc-template-agentic-data-curation/SKILL.md

Terminal

mkdir -p ~/.claude/skills/gmanch94-claude-code-aidlc-template-agentic-data-curation && curl -fsSL https://raw.githubusercontent.com/gmanch94/claude-code-aidlc-template/HEAD/prompts/agentic-data-curation.md -o ~/.claude/skills/gmanch94-claude-code-aidlc-template-agentic-data-curation/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Agentic Data Curation does

Agentic Data Curation System Prompt Template

Use when: building a specialized open-weight agent (coding / terminal / tool-use / domain) and you need a recipe for the `(task, trajectory)` training data — where tasks come from, how each gets an executable environment and a verification signal, which teacher generates rollouts, how trajectories are filtered and mixed, and how SFT and RL compose. Takes the target capability, base model, eval/environment feasibility, and compute budget as input; o

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