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Agent Skill · 研究检索

skill-development(技能发展)

skill-development 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

skill-development 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为调用外部服务;许可证为 MIT,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 64,379。

总安装 303周安装 13GitHub Stars 61下载 106核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:skill-development(技能发展)
来源仓库:https://github.com/melodic-software/claude-code-plugins
仓库路径:skills/skill-development
安装命令:
npx skills add https://github.com/melodic-software/claude-code-plugins --skill skill-development
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/melodic-software/claude-code-plugins --skill skill-development

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

skill-development 用于查找、检索和筛选相关信息。适合在需要根据关键词或任务场景快速定位候选结果时使用。可结合来源仓库和原始 README 核验具体用法。

安装命令:npx skills add https://github.com/melodic-software/claude-code-plugins --skill skill-development。建议确认权限范围和维护状态,注意是否会触发联网、命令执行或文件读写。

来源仓库内路径:skills/skill-development

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/melodic-software/claude-code-plugins --skill s…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

skill-development 怎么安装?

在终端执行 npx skills add https://github.com/melodic-software/claude-code-plugins --skill skill-devel…。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

skill-development 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

skill-development 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

skill-development 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

skill-development 用的人多吗?

公开数据是累计安装 303 次,近一周安装 13 次,下载 106 次,GitHub 61 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

skill-development 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
skill-development

技能发展 · 本页

30361调用外部服务MIT有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Skills Meta

🚨 MANDATORY: Invoke docs-management First

STOP - Before providing ANY response about Claude Code skills or slash commands: 1. INVOKE docs-management skill 2. QUERY using keywords: skills, skill creation, YAML frontmatter, progressive disclosure, skill best practices, slash commands, command frontmatter, or related topics 3. BASE all responses EXCLUSIVELY on official documentation loaded Skipping this step results in outdated or incorrect information.

Verification Checkpoint

Before responding, verify:

  • Did I invoke docs-management skill?
  • Did official documentation load?
  • Is my response based EXCLUSIVELY on official docs?

If ANY checkbox is unchecked, STOP and invoke docs-management first.

Overview

This meta-skill provides workflows, templates, keyword registries, and patterns for working with Claude Code skills and slash commands. Since v2.1.3+, slash commands and skills are unified -- both are invoked via the Skill tool. This skill covers both. It does NOT duplicate official documentation - instead, it teaches you how to efficiently query the docs-management skill for any skills or commands-related information you need.

What this skill provides:

  • Skill template (5 structural patterns to choose from)
  • Creation and validation workflows
  • Keyword registry for efficient documentation lookups (skills and commands)
  • Naming conventions and common patterns
  • Quick decision trees for navigation
  • Slash command keyword registry, decision tree, and troubleshooting

What this skill does NOT provide:

  • Duplicated official documentation (use docs-management skill instead)
  • YAML frontmatter specifications (query docs-management)
  • Progressive disclosure details (query docs-management)
  • Complete best practices lists (query docs-management)

When to Use This Skill

This skill should be used when:

  • Creating a new skill → Provides template and creation workflow
  • Validating an existing skill → Provides validation workflow and patterns
  • Auditing skill quality → Provides comprehensive audit checklist and workflow
  • Understanding skill architecture → Directs you to right official docs
  • Needing skill templates → Provides 5 structural pattern options
  • Learning YAML frontmatter → Shows you how to query docs-management
  • Troubleshooting activation → Provides diagnostic patterns
  • Distributing skills → Provides distribution workflow
  • Creating custom slash commands → Provides command keyword registry and decision tree
  • Configuring command frontmatter → Directs to docs-management with correct keywords
  • Using command arguments → Provides keyword lookups for $ARGUMENTS, $1, $2
  • Working with plugin/MCP commands → Provides keyword registry for command types
  • Choosing skills vs commands → Provides comparison keyword lookups

Quick Decision Tree

What do you want to do?

  1. Create a new skill from scratch → See workflows/creating-skills-workflow.md
  2. Validate an existing skill → See workflows/validating-skills-workflow.md
  3. Audit skill quality and compliance → See quality/skill-audit-guide.md or use /audit-skills command
  4. Test skill activation → See workflows/testing-skills-workflow.md
  5. Share or distribute a skill → See workflows/distributing-skills-workflow.md
  6. Understand skill architecture → Query docs-management for "agent skills architecture progressive disclosure"
  7. Fix activation issues → See Troubleshooting section below
  8. Create a custom slash command → Query docs-management: "slash commands", "skill commands"
  9. Configure command frontmatter → Query docs-management: "command frontmatter", "allowed-tools"
  10. Use arguments in commands → Query docs-management: "$ARGUMENTS", "command arguments"
  11. Choose skills vs commands → Query docs-management: "skills vs slash commands"
  12. Work with plugin/MCP commands → Query docs-management: "plugin commands", "MCP slash commands"

Official Documentation Discovery

How to Query docs-management for Skills Documentation

The docs-management skill contains all official Claude Code skills documentation. Use natural language queries to access it:

For creation guidance:

Find documentation about creating skills with best practices

For YAML frontmatter requirements:

Locate the official YAML frontmatter specification for skills

For progressive disclosure patterns:

Get the official progressive disclosure documentation for skills

For tool restrictions:

Find documentation about allowed-tools configuration for skills

Keyword Registry for Efficient Searches

Use these keyword combinations with the docs-management skill for specific topics:

Creation & Structure:

  • Keywords: skills, skill creation, skill structure, YAML frontmatter
  • Use case: Understanding how to create skills and required structure

Validation & Quality:

  • Keywords: skill validation, skill best practices, skill patterns
  • Use case: Ensuring skill quality and following conventions

Architecture & Patterns:

  • Keywords: progressive disclosure, skill composition, agent skills
  • Use case: Understanding architectural patterns and advanced topics

Tool Configuration:

  • Keywords: allowed-tools, tool restrictions, skills
  • Use case: Configuring which tools Claude can use within a skill

Activation & Discovery:

  • Keywords: skill description, skill activation, skill triggers
  • Use case: Ensuring Claude discovers and uses your skill correctly

Distribution & Sharing:

  • Keywords: plugin skills, skill locations, personal skills, project skills
  • Use case: Understanding where skills live and how to share them

Execution Context (v2.1.x):

  • Keywords: context fork, forked context, skill context, agent type skill
  • Use case: Running skills in isolated sub-agent context

Lifecycle Hooks (v2.1.x):

  • Keywords: skill hooks, hooks frontmatter, PreToolUse skill, PostToolUse skill
  • Use case: Adding hooks scoped to skill lifecycle

Visibility Control (v2.1.x):

  • Keywords: user-invocable, skill visibility, disable-model-invocation, skill menu
  • Use case: Controlling how skills appear in menus and can be invoked

Variable Substitution (v2.1.9+):

  • Keywords: CLAUDE_SESSION_ID, variable substitution, skill variables, session ID substitution
  • Use case: Using ${CLAUDE_SESSION_ID} in skill frontmatter for session-aware configuration
  • Query pattern: docs-management: "skills.md CLAUDE_SESSION_ID variable substitution"

Nested Skills Discovery (v2.1.6+):

  • Keywords: nested skills, .claude/skills discovery, skill directory nesting, recursive skill loading
  • Use case: Skills in nested .claude/skills/ directories are discovered and loaded
  • Query pattern: docs-management: "skills.md nested skills discovery directories"

Slash Commands - Core:

  • Keywords: slash commands, command overview, built-in commands, custom slash commands
  • Use case: Understanding command types, creating custom commands, viewing built-in commands

Slash Commands - Types:

  • Keywords: project commands, .claude/commands, personal commands, ~/.claude/commands, plugin commands, MCP slash commands, mcp__server__prompt
  • Use case: Understanding project vs personal vs plugin vs MCP command locations and patterns

Slash Commands - Configuration:

  • Keywords: command frontmatter, allowed-tools, argument-hint, description, command model, model frontmatter
  • Use case: Configuring command YAML frontmatter fields

Slash Commands - Features:

  • Keywords: $ARGUMENTS, command arguments, $1 $2 positional, bash command execution, ! prefix commands, file references commands, @ prefix files, command namespacing, subdirectory commands
  • Use case: Using arguments, bash execution, file references, and namespacing in commands

Slash Commands - Skill Tool:

  • Keywords: Skill tool, programmatic command execution, unified Skill tool, Skill tool permission rules, character budget limit, SLASH_COMMAND_TOOL_CHAR_BUDGET, disable-model-invocation
  • Use case: Programmatic command execution, permissions, and character budget

Slash Commands - Comparisons:

  • Keywords: skills vs slash commands, when to use commands vs skills
  • Use case: Deciding between skills and slash commands for a given use case

Creating Skills Workflow (Quick Reference)

  1. Choose Template: Use assets/skill-template/ (5 structural patterns: workflow, task, reference, capabilities, validation)
  2. Query Official Docs: Load current requirements from docs-management
  3. Complete TODOs: Fill in frontmatter, content, examples
  4. Validate: Check frontmatter, naming, structure, activation

Full workflow: references/workflows/creating-skills-workflow.md

Validating Skills Workflow (Quick Reference)

YAML Frontmatter:

  • name: Lowercase, hyphens only, max 64 chars, matches directory
  • description: Max 1024 chars, includes what + when to use

Naming Convention: Use "The Sentence Test" - "I'm going to reach for the [skill-name] skill" should sound natural

Activation Testing: Test with direct mention, domain mention, task mention, file type mention

Full workflow: references/workflows/validating-skills-workflow.md

Auditing Skills Workflow (Quick Reference)

Use /audit-skills command for automated auditing:

  • Single skill: /audit-skills skill-name
  • Multiple skills: /audit-skills skill-1 skill-2
  • All skills: /audit-skills --all
  • Smart prioritization: /audit-skills --smart

Manual audit checklist: references/quality/skill-audit-guide.md

External Technology Validation

When auditing skills that reference external technologies (scripts, packages, runtimes), the auditor MUST validate claims using MCP servers before flagging findings.

Technologies Requiring MCP Validation:

  • .NET/C# scripts: Validate with microsoft-learn + perplexity
  • Node.js/npm packages: Validate with context7 + perplexity
  • Python scripts/packages: Validate with context7 + perplexity
  • Shell scripts: Validate with perplexity
  • Any version-specific claims: ALWAYS validate with perplexity

Validation Rule:

Never flag a technology usage as incorrect without first:

  1. Querying appropriate MCP server(s) for current documentation
  2. Verifying with perplexity for recent changes (especially.NET 10+)
  3. Documenting MCP sources in the finding

Stale Data Warning:

  • microsoft-learn can return cached/outdated documentation
  • ALWAYS pair microsoft-learn with perplexity for version verification
  • Trust perplexity for version numbers and recently-released features

SKILL.md Length Guidance

Official Recommendation: Keep SKILL.md body under 500 lines for optimal performance.

This is GUIDANCE, not a hard rule. The 500-line recommendation exists because:

  1. Context window is a shared resource (competes with conversation history, other skills)
  2. Concise skills load faster and use fewer tokens
  3. Progressive disclosure prevents token bloat

When exceeding 500 lines may be acceptable:

  • Complex skills with genuinely essential content (no fluff)
  • Domain-specific skills where core workflows require detail
  • Skills where splitting would harm usability or add navigation overhead

Tradeoff Framework:

FactorStay Under 500Exceed If Necessary
Content typePlatform-specific, examples, troubleshootingCore workflows, critical requirements
Loading frequencyRarely used sectionsAlways needed on every invocation
AlternativeCan extract to references/Extraction would harm usability
Token costHigh (verbose explanations)Low (essential, concise content)

Decision Rule: If content is needed on EVERY skill invocation AND cannot be made more concise, it may stay in SKILL.md even if it exceeds 500 lines. Conditional content should ALWAYS go to references/.

Query docs-management for current official guidance:

Find SKILL.md size recommendations and token budget guidance

Common Patterns

Progressive Disclosure Pattern

Load content in layers: Metadata → SKILL.md body → references/ files

Key Context Clues for Good Progressive Disclosure:

  1. Clear reference links: Each reference file should have explicit pointers from SKILL.md
  2. Descriptive filenames: Use names like troubleshooting.md, platform-windows.md (not doc1.md)
  3. When-to-load guidance: SKILL.md should indicate when each reference is needed
  4. One level deep: References should NOT link to other references (Claude may use head -100 for nested files)
  5. Table of contents: Reference files over 100 lines should have a TOC at the top

Example of good context clues:

## Advanced Features

**For form filling workflows**: See [FORMS.md](FORMS.md) - load when user mentions forms, fillable PDFs
**For API reference**: See [REFERENCE.md](REFERENCE.md) - load for method signatures, parameters
**For troubleshooting**: See [TROUBLESHOOTING.md](TROUBLESHOOTING.md) - load on errors, failures

Query docs-management for complete guidance:

Find documentation about progressive disclosure patterns for skills

Skill Composition Pattern

Skills can invoke other skills for modular architectures.

Example: "Find and use the current-date skill to get today's date"

Query docs-management for composition details:

Find documentation about skill composition and skills invoking other skills

Tool Restriction Pattern

Use allowed-tools to limit Claude's capabilities within a skill (read-only analysis, audit workflows, safety-critical operations).

Example:

---
name: readonly-analyzer
description: Analyze code without modifications
allowed-tools: Read, Grep, Glob
---

Query docs-management for complete specification:

Find documentation about allowed-tools configuration and tool restrictions

Troubleshooting Activation

Skill doesn't activate:

  1. Check description specificity (add trigger keywords)
  2. Verify YAML syntax (opening/closing ---, valid YAML)
  3. Confirm file paths (correct directory structure)
  4. Test with direct invocation ("Use the [skill-name] skill to...")
  5. Check for conflicts (make descriptions distinct)

Query docs-management for troubleshooting:

Find documentation about skill activation issues and troubleshooting

Skill Template

Location: assets/skill-template/

5 Structural Patterns:

  1. Workflow-Based - Sequential processes
  2. Task-Based - Collections of operations
  3. Reference-Based - Guidelines and standards
  4. Capabilities-Based - Integrated features
  5. Validation Feedback Loop - Operations requiring correctness

Usage:

cp -r .claude/skills/skill-development/assets/skill-template .claude/skills/[new-skill-name]

Best Practices Summary

DO:

  • ✅ Query docs-management skill for all official documentation
  • ✅ Use the skill template for new skills
  • ✅ Write specific descriptions with trigger keywords
  • ✅ Test activation with varied phrasings
  • ✅ Use progressive disclosure (SKILL.md → references/)
  • ✅ Follow naming conventions (gerund or noun, avoid agent nouns)

DON'T:

  • ❌ Duplicate official documentation
  • ❌ Create mega-skills that do too much
  • ❌ Use vague descriptions
  • ❌ Skip activation testing
  • ❌ Use uppercase or special characters in skill names

For complete best practices:

Query docs-management:

Find the complete skill authoring best practices documentation

References

Detailed workflows:

Quality and auditing:

Metadata and conventions:

Pattern examples:

Template:

Test Scenarios

Scenario 1: Creating a new skill

Query: "I need to create a new skill for processing Excel files"

Expected: Skill activates, guides to template, provides creation workflow

Success: User gets template location, knows to query docs-management, understands structural patterns

Scenario 2: Validating an existing skill

Query: "Validate this skill's YAML frontmatter and structure"

Expected: Skill activates, provides validation workflow, directs to docs-management

Success: User validates YAML, checks naming, verifies structure, tests activation

Scenario 3: Troubleshooting activation

Query: "My skill isn't activating when I expect it to"

Expected: Skill activates, provides diagnostic steps, suggests description improvements

Success: User identifies issue, improves description, tests successfully

Related Skills

  • docs-management - Official documentation access (all documentation queries delegate here)
  • current-date - Get current UTC date for version history and audit timestamps
  • markdown-linting - Validate SKILL.md formatting and structure

Version History

  • v1.0.6 (2026-01-16): Added v2.1.6-v2.1.9 keyword registry entries (CLAUDE_SESSION_ID substitution, nested skills discovery)
  • v1.0.5 (2026-01-09): Added v2.1.x keyword registry entries (context fork, lifecycle hooks, visibility control)
  • v1.0.4 (2025-11-25): Enhancements - Added Related Skills section, enhanced reference files, improved progressive disclosure
  • v1.0.3 (2025-11-25): Comprehensive audit - Replaced hardcoded versions with generic names, added tool verification
  • v1.0.2 (2025-11-24): Decoupling improvements - Replaced doc_ids with natural language queries
  • v1.0.1 (2025-11-17): Post-audit improvements - Added Reference Loading Guide, fixed links
  • v1.0.0 (2025-11-17): Initial release - Delegation-first meta-skill with zero duplication

Last Updated

Date: 2026-01-16 Model: claude-opus-4-5-20251101

平台分布

trae

28.2%
按下载量换算30

Antigravity

26.11%
按下载量换算28

windsurf

20.73%
按下载量换算22

Claude Code

12.96%
按下载量换算14

Codex

7.58%
按下载量换算8

Gemini CLI

3.34%
按下载量换算4

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

调用外部服务

该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。

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