Prompt Optimization

by wecode-ai

Prompt Optimization is an AI Engineering skill for Claude Code, published by wecode-ai in Wegent.

712 stars125 forkson wecode-ai/WegentAdded 2026/08/23Repository updated 2026/08/23

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Install in seconds

Install Prompt Optimization

Copy Prompt Optimization into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/wecode-ai/Wegent/tree/main/backend/init_data/skills/prompt-optimization ~/.claude/skills/prompt-optimization

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/wecode-ai/Wegent.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: backend/init_data/skills/prompt-optimization/SKILL.md in wecode-ai/Wegent
Installs to: ~/.claude/skills/prompt-optimization
Collection: One of 18 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Prompt Optimization does

Prompt Optimization lets you view and revise an agent’s system prompt and member prompts. Use it when you want to change the agent’s behavior, focus, or response style.

Prompt Optimization is cataloged under AI Engineering on DirSkills. Prompt Optimization comes from a repository tagged agent, ai, chatbot, claude-code and codex.

Documentation

README

Excerpt

Prompt Optimization Skill

This skill allows you to view and modify the system prompts of the current AI agent (Team).

Available Tools

get_team_prompt() — Get the current prompt and source mapping for the team
submit_prompt_changes(changes) — Send optimized prompts to the user for review

Workflow

Step 1: Get Current Prompts

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Prompt Optimization

What else does wecode-ai publish alongside Prompt Optimization?
Prompt Optimization is one of 18 skills that DirSkills catalogs from wecode-ai/Wegent, the repository it ships in. Its siblings there include Browser Control, Conversation To Prompt and Create Smart App. Each one is a separate skill with its own page in this directory, installs the same way Prompt Optimization does, and is maintained by wecode-ai in that same repository. The rest of the collection is listed on the wecode-ai/Wegent page.
How does Prompt Optimization compare to other AI Engineering skills?
Prompt Optimization ranks #1701 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Prompt Optimization against them. Open each page to compare what they document and how they install.