yizhiyanhua-ai

yizhiyanhua-ai / fireworks-skill-memory

Public

Persistent, per-skill experience memory for Claude Code

49
4
100% credibility
Found Mar 27, 2026 at 49 stars -- GitGems finds repos before they trend. Get early access to the next one.
Sign Up Free
AI Analysis
Python
AI Summary

This project enhances Claude Code by adding persistent memory for skills, so the AI retains lessons learned across sessions without manual effort.

How It Works

1
😩 Frustrated with forgetting

Your AI helper makes the same mistakes every new chat because it starts fresh each time.

2
🔍 Discover the memory helper

You learn about a simple add-on that lets your AI remember lessons from past chats.

3
🚀 Easy one-click setup

Ask your AI to install it or run a quick command, and everything sets up automatically.

4
✅ Switch it on

Type a short command in your AI chat, and the memory feature wakes up.

5
🛠️ Use your favorite tools

Keep working with your AI skills as always, while it quietly notes tips from any slip-ups.

6
💡 It remembers next time

Open a new chat, and your AI pulls up those saved lessons to avoid old mistakes.

🎉 Smarter AI forever

Your helper grows wiser with every session, making your work faster and frustration-free.

Sign up to see the full architecture

5 more

Sign Up Free

Star Growth

See how this repo grew from 49 to 49 stars Sign Up Free
Repurpose This Repo

Repurpose is a Pro feature

Generate ready-to-use prompts for X threads, LinkedIn posts, blog posts, YouTube scripts, and more -- with full repo context baked in.

Unlock Repurpose
AI-Generated Review

What is fireworks-skill-memory?

fireworks-skill-memory adds persistent, per-skill experience memory to Claude Code sessions in Python. It solves Claude forgetting mistakes across sessions—like wrong API params or proxy issues—by automatically injecting past lessons when you read a skill file and distilling 1-3 new ones from transcripts at session end. Users get a smarter Claude that improves over time via local persistent storage, with pre-loaded knowledge for official skills like browser-use and find-skills.

Why is it gaining traction?

Zero-config install via curl|bash into ~/.claude hooks means instant setup—no editing files or prompts. It stays local for privacy, uses haiku for efficient distillation only on error signals, and scopes knowledge per-skill to avoid context bloat. Developers notice fewer repeated errors and accumulating wisdom, like a personal github persistent identifier for AI skills.

Who should use this?

Claude Code users heavy on custom skills, such as those debugging browser-use daemons or chaining find-skills with voice agents. Ideal for AI workflow builders tired of reteaching proxy pitfalls or index sequencing every session. Skip if you're casual or prefer manual notes.

Verdict

Worth trying for Claude Code power users despite 49 stars and 1.0% credibility score—docs are solid with diagrams, but it's early-stage with no tests visible. Install if you hit session amnesia; uninstall if hooks feel brittle.

(178 words)

Sign up to read the full AI review Sign Up Free

Similar repos coming soon.