tool-discovery

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🇺🇸

Original

English

🇨🇳

Translation

Chinese

Tool Discovery

工具发现

Recommend the right agents and skills for any task.

为任意任务推荐合适的Agent与Skill。

Decision Flowchart

决策流程图

Is this a reference/lookup task?
├── YES → Use a SKILL (lightweight, auto-injects)
└── NO → Does it require reasoning/decisions?
         ├── YES → Use an AGENT (heavyweight, spawns subagent)
         └── MAYBE → Check catalogs below

Rule: Skills = patterns/reference. Agents = decisions/expertise.

Is this a reference/lookup task?
├── YES → Use a SKILL (lightweight, auto-injects)
└── NO → Does it require reasoning/decisions?
         ├── YES → Use an AGENT (heavyweight, spawns subagent)
         └── MAYBE → Check catalogs below

规则： Skill = 模式/参考类任务，Agent = 决策/专业判断类任务。

Quick Skill Reference

快速Skill参考

Skill	Triggers
file-search	fd, rg, fzf, find files
find-replace	sd, batch replace
code-stats	tokei, difft, line counts
data-processing	jq, yq, json, yaml
structural-search	ast-grep, sg, ast pattern
git-workflow	lazygit, gh, delta, rebase
python-env	uv, venv, pyproject
rest-patterns	http methods, status codes
sql-patterns	cte, window functions
sqlite-ops	sqlite, aiosqlite
tailwind-patterns	tailwind, tw classes
mcp-patterns	mcp server, protocol

Skill	触发条件
file-search	fd、rg、fzf、查找文件
find-replace	sd、批量替换
code-stats	tokei、difft、代码行数统计
data-processing	jq、yq、json、yaml
structural-search	ast-grep、sg、AST模式
git-workflow	lazygit、gh、delta、变基
python-env	uv、venv、pyproject
rest-patterns	HTTP方法、状态码
sql-patterns	cte、窗口函数
sqlite-ops	sqlite、aiosqlite
tailwind-patterns	tailwind、tw类
mcp-patterns	mcp服务器、协议

Quick Agent Reference

快速Agent参考

Agent	Triggers
python-expert	Python, async, pytest
typescript-expert	TypeScript, types, generics
react-expert	React, hooks, state
postgres-expert	PostgreSQL, query optimization
cloudflare-expert	Workers, KV, D1, R2
Explore	"where is", "find"
Plan	design, architect

Agent	触发条件
python-expert	Python、async、pytest
typescript-expert	TypeScript、类型、泛型
react-expert	React、hooks、状态管理
postgres-expert	PostgreSQL、查询优化
cloudflare-expert	Workers、KV、D1、R2
Explore	"where is"、"find"
Plan	设计、架构

How to Launch

启动方式

Skills:

Skill tool → skill: "file-search"

Agents:

Task tool → subagent_type: "python-expert"
         → prompt: "Your task"

Skill启动：

Skill tool → skill: "file-search"

Agent启动：

Task tool → subagent_type: "python-expert"
         → prompt: "Your task"

Match by Task Type

按任务类型匹配

Task	Skill First	Agent If Needed
"How to write a CTE?"	sql-patterns	sql-expert
"Optimize this query"	—	postgres-expert
"Find files named X"	file-search	Explore
"Set up Python project"	python-env	python-expert
"What HTTP status for X?"	rest-patterns	—

任务	优先使用Skill	必要时使用Agent
"如何编写CTE？"	sql-patterns	sql-expert
"优化这个查询"	—	postgres-expert
"查找名为X的文件"	file-search	Explore
"搭建Python项目"	python-env	python-expert
"X对应的HTTP状态码是什么？"	rest-patterns	—

Tips

小贴士

Skills are cheaper - Use for lookups, patterns
Agents are powerful - Use for decisions, optimization
Don't over-recommend - Max 2-3 tools per task

Skill成本更低 - 适用于查询、模式类任务
Agent功能强大 - 适用于决策、优化类任务
避免过度推荐 - 每个任务最多推荐2-3个工具

Additional Resources

额外资源

For complete catalogs, load:

```
./references/agents-catalog.md
```
- All agents with capabilities
```
./references/skills-catalog.md
```
- All skills with details

如需完整目录，请加载：

```
./references/agents-catalog.md
```
- 包含所有Agent及其能力
```
./references/skills-catalog.md
```
- 包含所有Skill的详细信息