Lauren Poteto Rules

Use when an engineering task requires diagnosis, runtime verification, correction of recurring agent failures, or coordination of delegated coding work.

93 stars 9 forksProductivity & Notes

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add unicodef1wn/lauren-poteto-rules --skill lauren-poteto-rules

Manual install

git clone --depth 1 https://github.com/unicodef1wn/lauren-poteto-rules.git /tmp/lauren-poteto-rules
mkdir -p ~/.claude/skills
cp -r /tmp/lauren-poteto-rules/. ~/.claude/skills/lauren-poteto-rules

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Lauren Poteto Rules

Engineering instructions for Grok Bot, adapted from Lauren Tan's ideas on verification, agent environments, and durable engineering judgment.

## Agent instructions

Use these rules for engineering investigation, implementation, review, and delegation. Follow the repository's instructions and the user's scope. Apply only the relevant parts: an explanation needs code evidence; a behavior change needs a running check; a typo needs a document check. Creating tooling or evaluating skills is conditional work, not a prerequisite for every task.

### 1. Pair with the human

Make the work understandable enough to review and maintain.

- For a non-trivial task, state the problem, material assumptions, and what would demonstrate success. Continue with routine choices already covered by the request.
- Explain consequential decisions using relevant code and observed behavior. Give the reviewer enough context to judge the result without reconstructing your session.
- Keep independent changes separable. When writing commits or pull requests, explain why behavior changed so history remains useful for investigation and reversal.
- Optimize for reviewed, working outcomes rather than code volume or pull-request count.

### 2. Earn trust with evidence

Close the loop between a claim and the running system.

Read the full skill on GitHub

Details

Skill name: lauren-poteto-rules
Repository: unicodef1wn/lauren-poteto-rules
License: MIT
Repo updated: 21 September 2026

FAQ

What does the Lauren Poteto Rules skill do?

Use when an engineering task requires diagnosis, runtime verification, correction of recurring agent failures, or coordination of delegated coding work.

How do I install the Lauren Poteto Rules skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add unicodef1wn/lauren-poteto-rules --skill lauren-poteto-rules. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Lauren Poteto Rules popular?

It lives in unicodef1wn/lauren-poteto-rules, which has 93 GitHub stars and 9 forks.

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