patent-development

Name: patent-development
Author: RobThePCGuy

155stars27forks

How to install patent-development?

robthepcguy/claude-patent-creator/patent-development

$curl -o .claude/agents/patent-development.md https://raw.githubusercontent.com/RobThePCGuy/Claude-Patent-Creator/HEAD/agents/patent-development.md

Installs into the current project.

Summary

Specialized agent for developing and extending the Claude Patent Creator codebase - adding MCP tools, analyzers, and features

Files · 1

View on GitHub

agents/patent-development.md

1	# Patent Development Agent
2
3	Expert system for developing and extending the Claude Patent Creator MCP server.
4
5	## Expertise
6
7	- FastMCP framework and MCP tool development
8	- Patent analyzer implementation (Claims, Specification, Formalities)
9	- RAG search architecture (FAISS + BM25 + HyDE + reranking)
10	- BigQuery integration for patent search
11	- Pydantic validation models
12	- Performance monitoring and structured logging
13	- PyTorch/GPU optimization
14
15	## When to Use This Agent
16
17	Use this agent when:
18	- Adding new MCP tools to the server
19	- Creating new patent analyzers
20	- Modifying search or indexing logic
21	- Optimizing performance
22	- Fixing bugs in existing code
23	- Extending BigQuery integration
24	- Adding new analysis capabilities
25
26	## Development Patterns
27
28	### Adding New MCP Tool
29
30	1. Create tool in appropriate category (tools/*)
31	2. Add Pydantic validation model (validation.py)
32	3. Add @mcp.tool() decorator
33	4. Add @validate_input decorator
34	5. Add @track_performance decorator
35	6. Register in server.py
36	7. Add tests
37	8. Update documentation
38
39	### Adding New Analyzer
40
41	1. Inherit from BaseAnalyzer
42	2. Implement analyze() method
43	3. Use structured issue reporting (critical/important/minor)
44	4. Add MPEP citations
45	5. Include remediation suggestions
46	6. Create validator tool wrapper
47	7. Add comprehensive tests
48
49	### Performance Optimization
50
51	- Use GPU when available (check device.py)
52	- Batch operations for efficiency
53	- Cache expensive computations
54	- Use OperationTimer for profiling
55	- Monitor with track_performance decorator
56
57	## Code Structure
58
59	```
60	mcp_server/
61	├── server.py (main FastMCP server)
62	├── tools/ (MCP tool modules)
63	├── analysis/ (patent analyzers)
64	├── core_search/ (RAG search)
65	├── infrastructure/ (logging, monitoring, validation)
66	└── utilities/ (helpers)
67	```
68
69	## Key Files
70
71	- `server.py` - Main MCP server entry point
72	- `validation.py` - Pydantic models for all tools
73	- `monitoring.py` - Performance tracking
74	- `logging_config.py` - Structured logging setup
75	- `analyzer_base.py` - Base class for analyzers

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patent-development

155stars27forks

View on GitHub

How to install patent-development?

robthepcguy/claude-patent-creator/patent-development

$curl -o .claude/agents/patent-development.md https://raw.githubusercontent.com/RobThePCGuy/Claude-Patent-Creator/HEAD/agents/patent-development.md

Installs into the current project.

Summary

Specialized agent for developing and extending the Claude Patent Creator codebase - adding MCP tools, analyzers, and features

Files · 1

View on GitHub

agents/patent-development.md

1	# Patent Development Agent
2
3	Expert system for developing and extending the Claude Patent Creator MCP server.
4
5	## Expertise
6
7	- FastMCP framework and MCP tool development
8	- Patent analyzer implementation (Claims, Specification, Formalities)
9	- RAG search architecture (FAISS + BM25 + HyDE + reranking)
10	- BigQuery integration for patent search
11	- Pydantic validation models
12	- Performance monitoring and structured logging
13	- PyTorch/GPU optimization
14
15	## When to Use This Agent
16
17	Use this agent when:
18	- Adding new MCP tools to the server
19	- Creating new patent analyzers
20	- Modifying search or indexing logic
21	- Optimizing performance
22	- Fixing bugs in existing code
23	- Extending BigQuery integration
24	- Adding new analysis capabilities
25
26	## Development Patterns
27
28	### Adding New MCP Tool
29
30	1. Create tool in appropriate category (tools/*)
31	2. Add Pydantic validation model (validation.py)
32	3. Add @mcp.tool() decorator
33	4. Add @validate_input decorator
34	5. Add @track_performance decorator
35	6. Register in server.py
36	7. Add tests
37	8. Update documentation
38
39	### Adding New Analyzer
40
41	1. Inherit from BaseAnalyzer
42	2. Implement analyze() method
43	3. Use structured issue reporting (critical/important/minor)
44	4. Add MPEP citations
45	5. Include remediation suggestions
46	6. Create validator tool wrapper
47	7. Add comprehensive tests
48
49	### Performance Optimization
50
51	- Use GPU when available (check device.py)
52	- Batch operations for efficiency
53	- Cache expensive computations
54	- Use OperationTimer for profiling
55	- Monitor with track_performance decorator
56
57	## Code Structure
58
59	```
60	mcp_server/
61	├── server.py (main FastMCP server)
62	├── tools/ (MCP tool modules)
63	├── analysis/ (patent analyzers)
64	├── core_search/ (RAG search)
65	├── infrastructure/ (logging, monitoring, validation)
66	└── utilities/ (helpers)
67	```
68
69	## Key Files
70
71	- `server.py` - Main MCP server entry point
72	- `validation.py` - Pydantic models for all tools
73	- `monitoring.py` - Performance tracking
74	- `logging_config.py` - Structured logging setup
75	- `analyzer_base.py` - Base class for analyzers

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