seed

Generate a project-level CLAUDE.md from stack detection and user-selected rule categories. Use when starting a new project, onboarding a repo, or when the user says "seed claude.md", "create project rules", "set up CLAUDE.md", "configure this project for me", or wants to establish coding conventions.

1.26x

Quality

83%

Does it follow best practices?

Impact

92%

1.26x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

93%

32%

Set Up Project Rules for a Rust CLI Tool

Rule format and construction constraints

Criteria

Without context

With context

Situation-keyed rules

13%

53%

No named principles

100%

Anti-examples in restraint rules

13%

100%

Ordering language

20%

100%

Under 50 lines

100%

No rationale in file

80%

100%

Verifiable rules only

70%

100%

Only CLAUDE.md written

100%

Session log present

100%

96%

12%

Generate Coding Conventions for a Node.js Backend Service

Stack detection and interactive workflow steps

Criteria

Without context

With context

Step 1 reads project files

100%

Stack detected correctly

100%

Step 2 uses multiSelect

58%

100%

Stack-tuned category descriptions

100%

One question per category in Step 3

75%

100%

Step 3 questions are project-specific

100%

Step 5 AskUserQuestion approval

33%

75%

No Step 1 narration

100%

90%

CLAUDE.md written after approval

100%

No settings.json modifications

100%

88%

12%

Bootstrap AI Conventions for a Django REST API Project

Output presentation and boundary constraints

Criteria

Without context

With context

No rationale in CLAUDE.md

100%

No commentary wrapping

100%

Only CLAUDE.md created

100%

Stack-tuned library rules

100%

Situation-keyed format

100%

Under 50 lines

100%

Anti-examples for restraint

16%

100%

Audit report completeness

62%

50%

No choices explained to user

100%

Repository: saadshahd/moo.md
Commit: e876ef5

Evaluated: 16 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Set Up Project Rules for a Rust CLI Tool Generate Coding Conventions for a Node.js Backend Service Bootstrap AI Conventions for a Django REST API Project

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