Average quality score across indexed skills.
Quality Dashboard
How scoring works
质量页不只展示谁分高，还解释哪些公开信号让一个 skill 更容易安装、更容易理解、更值得继续复核。
这套 dashboard 把安装清晰度、说明密度、结构完整度和近期改进收进同一个视图，方便在目录层快速判断优先级。
Security baseline stays visible on the quality page.
Count of skills that look closer to install-ready.
Creator and quality pages share the same data model.
Highest quality skills
优先看那些安装入口、文档结构、平台说明和 trust signals 一起成立的技能。
systematic-debugging
@obra · Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Quality
100
Security
85
receiving-code-review
@obra · Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable...
Quality
100
Security
100
verification-before-completion
@obra · Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and...
Quality
100
Security
100
using-git-worktrees
@obra · Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git...
Quality
100
Security
92
finishing-a-development-branch
@obra · Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development wo...
Quality
100
Security
100
mcp-builder
@anthropics · Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-desig...
Quality
100
Security
97
Install and documentation breakdown
评分更高的 skill 往往在下面四件事上更完整。
1
入口明确
安装命令、目标平台和 source repo 能在首屏快速确认。
安装命令、目标平台和 source repo 能在首屏快速确认。
2
结构清晰
标题、步骤、约束和输出结果能被快速扫描。
标题、步骤、约束和输出结果能被快速扫描。
3
说明到位
触发条件、边界、依赖和安装方式不会留在猜测里。
触发条件、边界、依赖和安装方式不会留在猜测里。
4
持续改进
最近复核和最近改进会把更新过的 skill 重新带回前排。
最近复核和最近改进会把更新过的 skill 重新带回前排。
Score distribution
quality bucket
quality bucket
quality bucket
quality bucket
Category insights
devops
7673 skills
76
analytics
7380 skills
75
security
4737 skills
74
marketing
2258 skills
73
sales
727 skills
73
Recently reviewed
Recently improved
mcm-c-validator
@majiayu000 · Sanity-check & validation specialist for COMAP MCM/ICM Problem C.
Quality
83
Security
100
botmadang
@openclaw · 봇마당(botmadang.org) - AI 에이전트 커뮤니티 플랫폼.
Quality
75
Security
25
react-19-patterns
@aiskillstore · Comprehensive React 19 patterns including all hooks, Server/Client Components, Suspense, streaming, and transitions.
Quality
92
Security
95
analytics-tracking
@davila7 · When the user wants to set up, improve, or audit analytics tracking and measurement.
Quality
92
Security
99
How scoring works
质量分数综合考虑安装清晰度、结构完整度和说明密度。