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The review-first prompt is selected by default. You can switch to a direct command or download a local copy.
Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
A direct command skips the review prompt. Inspect the source before running it.
npx skills add https://github.com/majiayu000/claude-skill-registry --skill prompt-libraryThe command stays on one line. Scroll horizontally to inspect it before copying.
Prefer a local copy? Download the files currently available to SkillsMP.
LLM token logprobs and calibration. Per-decision confidence, ECE, Brier, reliability diagrams, low-confidence triage.
Analyze LLM token logprobs and calibration. Use for per-decision confidence, ECE, Brier scores, reliability diagrams, and low-confidence triage.
回顾最近 N 天的 Claude Code 使用记录——扫描原始会话数据，按主题分组汇总"我都做了什么"，并从个人操作系统视角输出模式、风险与增删建议。当用户说 /recap、"看看我这几天做了什么"、"回顾一下我最近的会话"、"这两天我用 claude 干了啥"、"活动回顾" 时使用。
Based on SOC occupation classification
Showing SKILL.md
| name | prompt-library |
| description | Library of 18+ ready-to-use prompt templates and executable agents |
| allowed-tools | Read |
Collection of professional, tested, and optimized prompt templates.
| Template | Description | Usage |
|---|---|---|
| code-reviewer | Code review with SOLID | /prompt library use code-reviewer |
| support-assistant | Multichannel customer support | /prompt library use support-assistant |
| data-analyst | Data analysis | /prompt library use data-analyst |
| technical-writer | Technical documentation | /prompt library use technical-writer |
| security-auditor | OWASP security audit | /prompt library use security-auditor |
| api-designer | REST/GraphQL API design | /prompt library use api-designer |
| Template | Description | Usage |
|---|---|---|
| summarizer | Adaptive text summarization | /prompt library use summarizer |
| translator | Multilingual translation | /prompt library use translator |
| extractor | Structured data extraction | /prompt library use extractor |
| classifier | Content classification | /prompt library use classifier |
| generator | Content generation | /prompt library use generator |
| validator | Data validation | /prompt library use validator |
| Template | Description | Usage |
|---|---|---|
| legal-assistant | Legal analysis | /prompt library use legal-assistant |
| medical-writer | Medical writing | /prompt library use medical-writer |
| financial-analyst | Financial analysis | /prompt library use financial-analyst |
| marketing-strategist | Marketing strategy | /prompt library use marketing-strategist |
| hr-assistant | Human resources | /prompt library use hr-assistant |
| educational-tutor | Educational tutoring | /prompt library use educational-tutor |
# List all templates
/prompt library list
# Search for a template
/prompt library search "code review"
# View a template
/prompt library show code-reviewer
# Use a template (copy and customize)
/prompt library use code-reviewer
# Use with customization
/prompt library use code-reviewer --lang python --focus security
Each agent follows the standard Claude Code format:
---
name: agent-name
description: Clear description for automatic triggering
model: sonnet|opus|haiku
color: color-name
tools: Read, Write, Edit, Bash, Grep, Glob, WebSearch
skills: skill-name
---
| Field | Description | Values |
|---|---|---|
name | Unique identifier | kebab-case |
description | Trigger + usage context | Descriptive text |
model | Claude model to use | haiku (simple), sonnet (standard), opus (complex) |
color | Display color | green, blue, red, amber, etc. |
tools | Available tools | Read, Write, Edit, Bash, Grep, Glob, WebSearch |
skills | Associated skill | Linked skill name |
After the YAML frontmatter, the Markdown body contains:
To add an agent:
.md file in the appropriate category (agents/, tasks/, specialized/)