researching-with-deepwiki

Name: researching-with-deepwiki
Author: mjunaidca

22installs11forks

How to install researching-with-deepwiki?

mjunaidca/mjs-agent-skills/researching-with-deepwiki

$npx -y skills add mjunaidca/mjs-agent-skills --skill researching-with-deepwiki

Installs into the current project.

Summary

Research GitHub, GitLab, and Bitbucket repositories using DeepWiki MCP server. Use when exploring unfamiliar codebases, understanding project architecture, or asking questions about how a specific open-source project works. Provides AI-powered repo analysis and RAG-based Q&A abou

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SKILL.md

1	# Researching with DeepWiki
2
3	Research and understand codebases using the DeepWiki MCP server.
4
5	## MCP Server Setup
6
7	Add to your Claude Code settings:
8
9	```bash
10	claude mcp add -s user -t http deepwiki https://mcp.deepwiki.com/mcp
11	```
12
13	Or add to `settings.json`:
14
15	```json
16	{
17	"mcpServers": {
18	"deepwiki": {
19	"type": "http",
20	"url": "https://mcp.deepwiki.com/mcp"
21	}
22	}
23	}
24	```
25
26	### Private Repositories
27
28	For private repos, use the Devin.ai endpoint with authentication:
29
30	```json
31	{
32	"mcpServers": {
33	"deepwiki": {
34	"type": "http",
35	"url": "https://mcp.devin.ai/deepwiki/mcp",
36	"headers": {
37	"Authorization": "Bearer YOUR_DEVIN_API_KEY"
38	}
39	}
40	}
41	}
42	```
43
44	---
45
46	## When to Use DeepWiki
47
48	\| Scenario \| Use DeepWiki? \|
49	\|----------\|---------------\|
50	\| Exploring unfamiliar open-source codebase \| Yes \|
51	\| Understanding project architecture \| Yes \|
52	\| Finding how a feature is implemented \| Yes \|
53	\| Generating documentation for a repo \| Yes \|
54	\| Working with your own local code \| No - use Glob/Grep \|
55	\| Quick file lookups in known structure \| No - use Read tool \|
56
57	---
58
59	## Core Capabilities
60
61	### 1. Repository Analysis
62
63	Ask DeepWiki to analyze any public repository:
64
65	```
66	"Analyze the architecture of github.com/vercel/next.js"
67	"How is the routing system implemented in github.com/remix-run/react-router?"
68	"What design patterns are used in github.com/anthropics/anthropic-sdk-python?"
69	```
70
71	### 2. Code Structure Understanding
72
73	Get insights into project organization:
74
75	```
76	"Explain the directory structure of github.com/langchain-ai/langchain"
77	"What are the main modules in github.com/fastapi/fastapi?"
78	"How are tests organized in github.com/pytest-dev/pytest?"
79	```
80
81	### 3. Feature Investigation
82
83	Understand how specific features work:
84
85	```
86	"How does streaming work in github.com/openai/openai-python?"
87	"Where is authentication handled in github.com/better-auth/better-auth?"
88	"How are middleware implemented in github.com/honojs/hono?"
89	```
90
91	### 4. Architecture Visualization
92
93	DeepWiki can generate Mermaid diagrams:
94
95	```
96	"Generate an architecture diagram for github.com/prisma/prisma"
97	"Show the data flow in github.com/trpc/trpc"
98	```
99
100	---
101
102	## Best Practices
103
104	### 1. Be Specific with Questions
105
106	```
107	# Good - specific question
108	"How does the caching system work in github.com/vercel/swr?"
109
110	# Less effective - too broad
111	"Tell me about github.com/vercel/swr"
112	```
113
114	### 2. Reference Specific Paths
115
116	```
117	# Good - targeted investigation
118	"Explain the src/core directory in github.com/pmndrs/zustand"
119
120	# Also good - feature-focused
121	"How is the middleware pattern implemented in github.com/pmndrs/zustand?"
122	```
123
124	### 3. Compare Implementations
125
126	```
127	"Compare how github.com/tanstack/query and github.com/vercel/swr handle cache invalidation"
128	```
129
130	### 4. Learn from Popular Projects
131
132	```
133	"What patterns from github.com/shadcn-ui/ui should I follow for my component library?"
134	```
135
136	---
137
138	## Common Use Cases
139
140	### Learning a New Framework
141
142	```
143	1. "Explain the core concepts of github.com/honojs/hono"
144	2. "How do I add middleware in github.com/honojs/hono?"
145	3. "Show example route handlers from github.com/honojs/hono"
146	```
147
148	### Debugging Integration Issues
149
150	```
151	1. "How does github.com/drizzle-team/drizzle-orm handle connection pooling?"
152	2. "What error types are thrown by github.com/drizzle-team/drizzle-orm?"
153	```
154
155	### Preparing for Contributions
156
157	```
158	1. "What's the contribution workflow for github.com/anthropics/claude-code?"
159	2. "How are issues labeled in github.com/anthropics/claude-code?"
160	3. "What testing patterns are used in github.com/anthropics/claude-code?"
161	```
162
163	---
164
165	## Supported Platforms
166
167	\| Platform \| URL Format \|
168	\|----------\|------------\|
169	\| GitHub \| `github.com/owner/repo` \|
170	\| GitLab \| `gitlab.com/owner/repo` \|
171	\| Bitbucket \| `bitbucket.org/owner/repo` \|
172
173	---
174
175	## Limitations
176
177	- Rate limits: Public endpoint has usage limits
178	- Private repos: Requires Devin.ai API key
179	- Large repos: May take time to analyze
180	- Real-time changes: Cached analysis may not reflect latest commits
181
182	---
183
184	## Verification
185
186	Run: `python3 scripts/verify.py`
187
188	Expected: `✓ DeepWiki MCP server configured`
189
190	## If Verification Fails
191
192	1. Check: MCP server is configured in settings
193	2. Test: Try a simple query like "analyze github.com/anthropics/anthropic-sdk-python"
194	3. Stop and report if still failing
195
196	## References
197
198	- [DeepWiki](https://deepwiki.com) - Main service
199	- [MCP endpoint](https://mcp.deepwiki.com/mcp) - Public MCP server

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researching-with-deepwiki

22installs11forks

View on GitHub

How to install researching-with-deepwiki?

mjunaidca/mjs-agent-skills/researching-with-deepwiki

$npx -y skills add mjunaidca/mjs-agent-skills --skill researching-with-deepwiki

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	# Researching with DeepWiki
2
3	Research and understand codebases using the DeepWiki MCP server.
4
5	## MCP Server Setup
6
7	Add to your Claude Code settings:
8
9	```bash
10	claude mcp add -s user -t http deepwiki https://mcp.deepwiki.com/mcp
11	```
12
13	Or add to `settings.json`:
14
15	```json
16	{
17	"mcpServers": {
18	"deepwiki": {
19	"type": "http",
20	"url": "https://mcp.deepwiki.com/mcp"
21	}
22	}
23	}
24	```
25
26	### Private Repositories
27
28	For private repos, use the Devin.ai endpoint with authentication:
29
30	```json
31	{
32	"mcpServers": {
33	"deepwiki": {
34	"type": "http",
35	"url": "https://mcp.devin.ai/deepwiki/mcp",
36	"headers": {
37	"Authorization": "Bearer YOUR_DEVIN_API_KEY"
38	}
39	}
40	}
41	}
42	```
43
44	---
45
46	## When to Use DeepWiki
47
48	\| Scenario \| Use DeepWiki? \|
49	\|----------\|---------------\|
50	\| Exploring unfamiliar open-source codebase \| Yes \|
51	\| Understanding project architecture \| Yes \|
52	\| Finding how a feature is implemented \| Yes \|
53	\| Generating documentation for a repo \| Yes \|
54	\| Working with your own local code \| No - use Glob/Grep \|
55	\| Quick file lookups in known structure \| No - use Read tool \|
56
57	---
58
59	## Core Capabilities
60
61	### 1. Repository Analysis
62
63	Ask DeepWiki to analyze any public repository:
64
65	```
66	"Analyze the architecture of github.com/vercel/next.js"
67	"How is the routing system implemented in github.com/remix-run/react-router?"
68	"What design patterns are used in github.com/anthropics/anthropic-sdk-python?"
69	```
70
71	### 2. Code Structure Understanding
72
73	Get insights into project organization:
74
75	```
76	"Explain the directory structure of github.com/langchain-ai/langchain"
77	"What are the main modules in github.com/fastapi/fastapi?"
78	"How are tests organized in github.com/pytest-dev/pytest?"
79	```
80
81	### 3. Feature Investigation
82
83	Understand how specific features work:
84
85	```
86	"How does streaming work in github.com/openai/openai-python?"
87	"Where is authentication handled in github.com/better-auth/better-auth?"
88	"How are middleware implemented in github.com/honojs/hono?"
89	```
90
91	### 4. Architecture Visualization
92
93	DeepWiki can generate Mermaid diagrams:
94
95	```
96	"Generate an architecture diagram for github.com/prisma/prisma"
97	"Show the data flow in github.com/trpc/trpc"
98	```
99
100	---
101
102	## Best Practices
103
104	### 1. Be Specific with Questions
105
106	```
107	# Good - specific question
108	"How does the caching system work in github.com/vercel/swr?"
109
110	# Less effective - too broad
111	"Tell me about github.com/vercel/swr"
112	```
113
114	### 2. Reference Specific Paths
115
116	```
117	# Good - targeted investigation
118	"Explain the src/core directory in github.com/pmndrs/zustand"
119
120	# Also good - feature-focused
121	"How is the middleware pattern implemented in github.com/pmndrs/zustand?"
122	```
123
124	### 3. Compare Implementations
125
126	```
127	"Compare how github.com/tanstack/query and github.com/vercel/swr handle cache invalidation"
128	```
129
130	### 4. Learn from Popular Projects
131
132	```
133	"What patterns from github.com/shadcn-ui/ui should I follow for my component library?"
134	```
135
136	---
137
138	## Common Use Cases
139
140	### Learning a New Framework
141
142	```
143	1. "Explain the core concepts of github.com/honojs/hono"
144	2. "How do I add middleware in github.com/honojs/hono?"
145	3. "Show example route handlers from github.com/honojs/hono"
146	```
147
148	### Debugging Integration Issues
149
150	```
151	1. "How does github.com/drizzle-team/drizzle-orm handle connection pooling?"
152	2. "What error types are thrown by github.com/drizzle-team/drizzle-orm?"
153	```
154
155	### Preparing for Contributions
156
157	```
158	1. "What's the contribution workflow for github.com/anthropics/claude-code?"
159	2. "How are issues labeled in github.com/anthropics/claude-code?"
160	3. "What testing patterns are used in github.com/anthropics/claude-code?"
161	```
162
163	---
164
165	## Supported Platforms
166
167	\| Platform \| URL Format \|
168	\|----------\|------------\|
169	\| GitHub \| `github.com/owner/repo` \|
170	\| GitLab \| `gitlab.com/owner/repo` \|
171	\| Bitbucket \| `bitbucket.org/owner/repo` \|
172
173	---
174
175	## Limitations
176
177	- Rate limits: Public endpoint has usage limits
178	- Private repos: Requires Devin.ai API key
179	- Large repos: May take time to analyze
180	- Real-time changes: Cached analysis may not reflect latest commits
181
182	---
183
184	## Verification
185
186	Run: `python3 scripts/verify.py`
187
188	Expected: `✓ DeepWiki MCP server configured`
189
190	## If Verification Fails
191
192	1. Check: MCP server is configured in settings
193	2. Test: Try a simple query like "analyze github.com/anthropics/anthropic-sdk-python"
194	3. Stop and report if still failing
195
196	## References
197
198	- [DeepWiki](https://deepwiki.com) - Main service
199	- [MCP endpoint](https://mcp.deepwiki.com/mcp) - Public MCP server

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6 picks

Type