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self-evolving-loop

Build a self-improving loop that updates prompts, memory, and tasks.

Updated Aug 23, 2026
Search Tags:#memory#parallel#loop#self-improving
One-click install
npx skills add https://github.com/sihu-dev/forge-labs --skill self-evolving-loop
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: self-evolving-loop
Source: https://github.com/sihu-dev/forge-labs/tree/main/apps/hephaitos/.claude/skills/self-evolving-loop
Command: npx skills add https://github.com/sihu-dev/forge-labs --skill self-evolving-loop

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables an autonomous, self-improving loop to drive continuous code and workflow improvements using memory, parallel tasking, and structured feedback.

Core Features & Use Cases

  • Effort Parameter: Control thinking budget for different tasks.
  • Parallel Tasking: Manage multi-step tasks and concurrency.
  • Use Case: Build a self-improving loop that updates prompts, memory, and tasks over time.

Quick Start

Initiate a self-evolving loop with a simple prompt like “optimize this workflow” and monitor progress via the memory logs.