How does Reflect differ from the Recall skill?

Recall is designed to retrieve specific, stored facts or snippets from memory, whereas Reflect generates high-level AI analysis and recommendations by reasoning across all relevant project memories.

What are the Budget Levels in the Reflect skill?

Budget levels (low, mid, high) allow you to control the depth of the AI's reasoning. Use 'low' for quick questions and 'high' for deep, comprehensive analysis of complex architectural problems.

What should I do if the analysis finds gaps in my project memory?

If Reflect identifies gaps, it will suggest storing additional context. You can then use the memory bank's storage functions to add the missing information for better future reflections.

Can this skill help me maintain coding standards?

Yes, by asking Reflect what aligns with your project's conventions, it can analyze past code changes to ensure your new implementations stay consistent with established styles.

Memory Hindsight Reflect

Name: Memory Hindsight Reflect
Author: abix5

byabix5

0•

Productivity & Workflow

Analyzes project history and past decisions to provide contextual recommendations and pattern recognition for current development tasks.

The Reflect skill for Claude Code enables deep analysis of a project's memory bank, allowing developers to query the AI on historical context, architectural patterns, and the rationale behind previous decisions. Unlike simple fact retrieval, this skill synthesizes accumulated project knowledge to offer strategic advice, ensure alignment with established conventions, and help teams avoid repeating past mistakes by reasoning through the evolution of the codebase. It is particularly useful when weighing new architectural choices against historical precedents or identifying gaps in existing project documentation.

Key Features

01Pattern recognition to identify what has worked in previous project phases.

02Three adjustable reasoning tiers (low, mid, high) to balance speed and depth.

03Strategic decision support grounded in established project conventions.

04Automated suggestions for improving project context and documentation gaps.

05AI-powered synthesis of accumulated project knowledge and past decisions.

060 GitHub stars

Use Cases

01Analyzing past bug fixes and architectural shifts to determine the best approach for a complex refactor.

02Evaluating whether to adopt a new library based on the project's historical technical debt and patterns.

03Onboarding to a new codebase by asking for the 'why' behind specific project conventions and design choices.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add abix5/memory-hindsight reflect

For use in Claude.ai and ChatGPT

Download Skill