kaizen

kaizen is a skill for Claude Code, Codex from LiHongwei-cn/lihongwei-cn. It costs 36 tokens per session (4,195 once invoked), scanned A, a copy of kaizen, MIT.

A guide to improving software through small, repeated changes, while preventing mistakes during design and implementation.

In plain words
What is it for?
Use it when refactoring code, improving architecture or processes, adding validation and error handling, or removing outdated and unused code.
Why use it?
It provides a practical way to improve code and workflows without attempting a risky, large rewrite.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions CLAUDE.md; positional $N argument.

Good fit Use it when refactoring code, improving architecture or processes, adding validation and error handling, or removing outdated and unused code.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/lihongwei-cn/lihongwei-cn/kaizen
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add LiHongwei-cn/lihongwei-cn --skill kaizen
Clone the repo
git clone --depth 1 https://github.com/LiHongwei-cn/lihongwei-cn

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for kaizen

README.md
[![agentmods](https://agentmods.dev/badge/skills/lihongwei-cn/lihongwei-cn/kaizen/github.svg)](https://agentmods.dev/skills/lihongwei-cn/lihongwei-cn/kaizen)
Your own site
<a href="https://agentmods.dev/skills/lihongwei-cn/lihongwei-cn/kaizen"><img src="https://agentmods.dev/badge/skills/lihongwei-cn/lihongwei-cn/kaizen/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for kaizen

Your own site · 80×15
<a href="https://agentmods.dev/skills/lihongwei-cn/lihongwei-cn/kaizen"><img src="https://agentmods.dev/badge/skills/lihongwei-cn/lihongwei-cn/kaizen.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,195 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 92% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00036 $0.04195
Opus 5.5 $0.00014 $0.01678
Sonnet 5.5 $0.00007 $0.00839
Haiku 4.5 $0.00004 $0.00419

Measured 1mo ago against content hash c1ed4aa3cc0b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

kaizen scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

92% identical to kaizen — 7 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

mundo-cloud/skills/essentials/kaizen/SKILL.md · 738 lines

How it starts

The opening of the file, as written. The whole thing — 738 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Kaizen: Continuous Improvement

Overview

Small improvements, continuously. Error-proof by design. Follow what works. Build only what's needed.

Core principle: Many small improvements beat one big change. Prevent errors at design time, not with fixes.

When to Use

Always applied for:

  • Code implementation and refactoring
  • Architecture and design decisions
  • Process and workflow improvements
  • Error handling and validation

Philosophy: Quality through incremental progress and prevention, not perfection through massive effort.

The Four Pillars

1. Continuous Improvement (Kaizen)

Small, frequent improvements compound into major gains.

Principles

Incremental over revolutionary:

  • Make smallest viable change that improves quality
  • One improvement at a time
  • Verify each change before next
  • Build momentum through small wins

Always leave code better:

  • Fix small issues as you encounter them
  • Refactor while you work (within scope)
  • Update outdated comments
  • Remove dead code when you see it

Iterative refinement:

  • First version: make it work
  • Second pass: make it clear
  • Third pass: make it efficient
  • Don't try all three at once

// Iteration 2: Make it clear (refactor) const calculateTotal = (items: Item[]): number => { return items.reduce((total, item) => { return total + (item.price * item.quantity); }, 0); };

// Iteration 3: Make it robust (add validation) const calculateTotal = (items: Item[]): number => { if (!items?.length) return 0;

return items.reduce((total, item) => { if (item.price < 0 || item.quantity < 0) { throw new Error('Price and quantity must be non-negative'); } return total + (item.price * item.quantity); }, 0); };

Each step is complete, tested, and working
</Good>

Read the full file on GitHub · 738 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 738 lines · 36 tokens per session scan A c1ed4aa3cc0b

Subscribe to this mod's changes

kaizen is a skill published in the GitHub repository LiHongwei-cn/lihongwei-cn (5 stars, last pushed 20d ago), licensed MIT. It adds 36 tokens to every session and 4,195 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 92% identical to kaizen, differing in 7 lines, and is treated as a copy.

Related

Other skills, from other repositories

code-review

Use this skill when asked to review code changes — a pull request, a branch, a commit range, or the current diff — for correctness, security, and maintainability before they merge. Triggers: user says "review", "code review", "review this PR", "review my changes", "look over the diff", "is this ready to merge", "PR…

WrongStack/WrongStack · 86 tokens

codebase-navigation

Use this skill when starting work in an unfamiliar codebase or area — finding where something is implemented, how a request flows, what depends on a piece of code, or where a change should go — before reading files one by one. Triggers: user says "where is", "how does this work", "find the code that", "explain this…

WrongStack/WrongStack · 103 tokens

code-quality

Find and remove unused code, ghost dependencies, unnecessary coupling and bundle waste with source-confirmed reachability. Use when cleaning exports or packages, reviewing Knip output or reducing dead code; use security-scanner for security findings and preserve public/dynamic entrypoints.

WrongStack/WrongStack · 55 tokens

panning-for-gold

Triage raw unstructured input (transcripts, brain dumps) into evaluated thread inventories and a synthesized gold-found file. Four phases: front-gate, extract, evaluate, synthesize. Use when you say "pan for gold", "triage transcript", "synthesize gold-found", or hand it a voice transcript or brain dump. Do NOT use…

rjmurillo/ai-agents · 93 tokens

ai-architect-review

Review the architecture of a system that calls a language model. Use when adding an agent loop, a retrieval path, a tool surface, or an MCP server to a codebase; when a system that worked in a demo is being prepared for production; or when asked to audit, review, or plan AI/agent architecture. Checks the four…

frankxai/claude-skills-library · 88 tokens

github-code-review

Comprehensive GitHub pull-request code review with multi-agent coordination. Use when reviewing a PR or diff, auditing changes for correctness/security/style before merge, or generating actionable inline review comments.

frankxai/claude-skills-library · 41 tokens