DSkills

为什么要用

核心特性

grok-search for Grok-API-backed web search
exa for semantic web search
sequential-think for complex reasoning loops
time utilities for timezone-aware scheduling
Serena integration for IDE-like code operations
ace-tool for semantic code search + prompt enhancement

实时演示

实际使用效果

dskills-skill.replay ▶ 就绪

0/0

安装

作者仓库 · Claude Skills 官方文档

使用场景

实战用法： DSkills

Navigate an unfamiliar codebase like an IDE

👤 Engineers onboarding to a repo ⏱ ~10 min beginner

何时使用： You inherited a large repo and want to jump to symbol definitions / usages, not grep.

步骤

Activate Serena via DSkills

Use DSkills Serena — what are the usages of AuthService.login across the repo?✓ 已复制

→ Symbol-level results, not text grep

结果： Navigation that feels like a real IDE.

搭配使用： agent-skill-tdd-skill

Reason through a complex design decision iteratively

👤 Engineers on hard design questions ⏱ ~30 min intermediate

何时使用： The problem isn't amenable to one-shot answers.

步骤

Invoke sequential-think

Use sequential-think. Design question: 'how should we shard our user table across regions?' Work iteratively.✓ 已复制

→ Steps with self-corrections, not a monolith answer

结果： A reasoned design path.

搭配使用： swing-skill

Find conceptually similar content with Exa semantic search

👤 Researchers, content strategists ⏱ ~15 min beginner

何时使用： Keyword search isn't catching what you actually mean.

前置条件

EXA_API_KEY — Get at exa.ai

步骤

Run semantic query

Use DSkills exa — find the 10 most conceptually similar articles to 'graph RAG for enterprise search'.✓ 已复制

→ Semantically relevant results

结果： Better research starting points than keyword search.

Reason about timezones without off-by-one errors

👤 Anyone scheduling across regions ⏱ ~5 min beginner

何时使用： Scheduling a meeting or scheduled job across timezones.

步骤

Use time utils

Convert 9:00 Tokyo Monday to SF local time.✓ 已复制

→ Correct conversion with DST-awareness

结果： No more 'wait, is that yesterday?' errors.

组合

与其他 MCP 搭配，撬动十倍杠杆

dskills-skill + agent-skill-tdd-skill

Serena through DSkills powers the semantic nav step of TDD

Run agent-skill-tdd with DSkills serena for the investigation phase.✓ 已复制

dskills-skill + swing-skill

Sequential-think + swing-review for high-stakes decisions

Start with sequential-think; end with swing-review on the output.✓ 已复制

工具

此 MCP 暴露的能力

工具	输入参数	何时调用	成本
grok-search	query	Web search	Grok API quota
exa	query	Semantic search	Exa API quota
sequential-think	problem	Hard design problems	0
time	tz op	Scheduling	0
serena	symbol query	Code navigation	0
ace-tool	prompt or code query	Prompt sharpening	0

成本与限制

运行它的成本

API 配额: Grok + Exa APIs bring their own
每次调用 Token 数: Low
费用: Skill free; APIs separate
提示: Prefer Serena (local) for code nav, save Grok/Exa credits for research

安全

权限、密钥、影响范围

凭据存储： GROK_API_KEY, EXA_API_KEY in env

数据出站： Queries go to Grok/Exa when those skills are invoked

故障排查

常见错误与修复

Serena returns no results

Reindex; confirm Serena is pointed at the right repo root

Exa 401

EXA_API_KEY missing or wrong

验证： curl https://api.exa.ai/search with the key

替代方案

DSkills 对比其他方案

替代方案	何时用它替代	权衡
Skills-4-SE	You want 180+ skills not 6 tight ones	More noise