What is the Ralph Loop feature?

It is an optional iterative refinement process used to ensure high-severity incident reports are thorough, technical, and include specific action items and root cause analysis.

What is the dual-layer memory system?

It separates deep technical history stored in postmortem files from high-frequency operating rules in CLAUDE.md to ensure the AI has access to both context and concise directives.

Can I use this before a PR is merged?

No, this skill is specifically designed for the post-merge optimization phase. Use blueprint-develop or blueprint-review for earlier stages of the lifecycle.

How does the 100-line limit work?

The skill monitors the line count of CLAUDE.md and prompts the user to prune, condense, or archive old rules before adding new ones to keep the AI's context window efficient.

Blueprint Optimize

Name: Blueprint Optimize
Author: morris-y

bymorris-y

0•

Productivity & Workflow

Completes the development iteration cycle by syncing project status and crystallizing learnings into a dual-layer memory system.

Blueprint Optimize is a specialized Claude Code skill designed for the final stage of the software development lifecycle, particularly within trading strategy environments. It automates the post-merge workflow by syncing Linear tickets, enforcing commit standards, and capturing critical insights through a dual-layer memory system: deep case histories in postmortems and high-frequency operating rules in CLAUDE.md. By utilizing iterative refinement loops and a strict 100-line limit for operational rules, it ensures that project knowledge is permanently retained without creating documentation bloat or memory overhead.

Key Features

010 GitHub stars

02Standardized commit message generation following project-specific conventions.

03100-line hard limit enforcement for CLAUDE.md to prevent rule bloat.

04Integrated Ralph Loop for iterative refinement of high-severity incident reports.

05Automated status synchronization with Linear tickets and pull requests.

06Dual-layer memory system for detailed postmortems and concise CLAUDE.md rules.

Use Cases

01Closing out a feature branch and updating project management tools after a successful PR merge.

02Distilling complex technical learnings into actionable developer guidelines for future iterations.

03Documenting root cause analysis and technical mitigations after a production bug or trading incident.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add morris-y/blueprint-skills blueprint-optimize

For use in Claude.ai and ChatGPT

Download Skill