vibe-pattern-library

A coding practice for spotting repeated implementation patterns and documenting a reusable version of them. It treats a pattern as ready to record after it appears three or more times.

In plain words
What is it for?
Use it to record patterns such as table-driven tests, error handling, retries, repository and builder structures, event registration, and middleware chains.
Why use it?
It reduces copy-and-paste code and gives developers a shared reference for how recurring tasks should be implemented.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/ash1794/vibe-engineering/pattern-library
Any agent
npx skills add ash1794/vibe-engineering --skill pattern-library
Clone the repo
git clone --depth 1 https://github.com/ash1794/vibe-engineering

Made for: Claude Code, Codex.

Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 462 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found 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 $0.00034 $0.00462
Opus 5 $0.00017 $0.00231
Sonnet 5 $0.00007 $0.00092
Haiku 4.5 $0.00003 $0.00046

Measured 2d ago against content hash aecf9b17c0f9, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

vibe-pattern-library 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 2d 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

Copies of this mod

1 near-identical copy found in the catalogue:

plugins/vibe-engineering/skills/pattern-library/SKILL.md · 69 lines

What it actually says

vibe-pattern-library

Three similar lines of code is fine. But when you implement the same pattern for the third time across different files, codify it.

When to Use This Skill

  • You notice implementing the same pattern again (3rd+ time)
  • You find yourself copying code structure from another file
  • After a code review suggests "we always do X this way"
  • When onboarding to a project and want to learn established patterns

When NOT to Use This Skill

  • First or second use of a pattern (too early to codify)
  • Patterns that are specific to one module (not reusable)
  • Language-standard patterns already in the style guide

Steps

  1. Detect — Notice when you're implementing something you've seen before:

    • Table-driven tests
    • Error wrapping with context
    • Retry with backoff
    • Repository pattern
    • Builder pattern
    • Event handler registration
    • Middleware chains
  2. Record the pattern:

    ### [Pattern Name]
    **Category**: [Testing | Error Handling | Concurrency | Data | API | etc.]
    **When to use**: [Specific situation]
    **Template**:
    ```[language]
    [The canonical implementation]
    

    Variations:

    • [Variation 1]: [when to use] Anti-patterns:
    • Don't [common mistake] Examples in codebase: [file:line references]
  3. Store — Save to:

    • docs/patterns.md or docs/patterns/[category].md
    • Claude memory for cross-session access
  4. Reference — When implementing the pattern again, suggest the recorded version instead of re-inventing

Output Format

Pattern: [Name]

Category: [category] Occurrences found: X files

// Canonical implementation
[code]

Saved to: [location]

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. 2d ago First seen · 69 lines · 34 tokens per session scan A aecf9b17c0f9

Subscribe to this mod's changes

vibe-pattern-library is a skill published in the GitHub repository ash1794/vibe-engineering (10 stars, last pushed 3mo ago), licensed MIT. It adds 34 tokens to every session and 462 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

pptgen-drawio

根据论文或汇报内容生成多页 Draw.io 格式 PPT,支持论文答辩与通用汇报两种模式,自动导出为 .pptx。当用户提到论文答辩 PPT、答辩幻灯片、通用 PPT、汇报 PPT、根据模板生成 PPT、drawio2pptx 时使用。.

xstongxue/best-skills · 80 tokens

create-skill

Guides users through creating effective Agent Skills for Cursor. Use when the user wants to create, write, or author a new skill, or asks about skill structure, best practices, or SKILL.md format.

xstongxue/best-skills · 46 tokens

wechat-article-writer

公众号/自媒体全流程。根据用户表述自动匹配:撰写文章、封面图、正文插图、风格提取。支持多种写作风格。当用户提到写公众号、技术博客、公众号封面、正文插图、步骤图、演示图、流程示意、分析写作风格、克隆文风、模仿爆款、提取风格时使用。详见 reference 目录。.

xstongxue/best-skills · 105 tokens

project-docs

对任意代码项目生成一套面向新人的循序渐进文档集,输出到 docs/ 目录。含架构、设计思想、语言特性、代码导读、运行时模型、构建、对接、调试、设计规范共 9 篇,支持全部生成 / 只写几篇 / 更新已有文档。当用户提到"生成项目文档"、"新人文档"、"上手文档"、"架构文档"、"代码导读"、"项目理解"、"深入理解项目"、"onboarding 文档"、"给新同事看的文档"时使用。要按用户给的格式写论文章节、项目梳理、重点问题、简历项目描述的,用 codegen-doc。.

xstongxue/best-skills · 177 tokens

drawio-diagram

为深度学习模型、网络架构、算法流程等生成标准 Draw.io (.drawio) 格式的可视化图表;支持从零生成与风格迁移两种模式。从零生成:模型架构图、流程图、感受野示意图等;风格迁移:参考图 + 内容描述/项目 → 按参考图风格生成新图。确保 XML 格式正确,可直接在 Draw.io 中打开编辑。.

xstongxue/best-skills · 104 tokens

skill-prompt-convert

在 Skill(SKILL.md)与 Prompt(聊天框指令)两种格式之间相互转换。支持 Skill→Prompt 与 Prompt→Skill 双向转换,保持核心信息零丢失。当用户提到 Skill 转 Prompt、Prompt 转 Skill、格式互转、SKILL.md 转换时使用。.

xstongxue/best-skills · 72 tokens