170 lines
7.2 KiB
Markdown
170 lines
7.2 KiB
Markdown
# Configuration Insights - November 16, 2025
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Auto-generated lessons learned from Claude Code Explanatory insights.
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**Session**: 79b654b6-10f8-4c3c-92e1-a3535644366c
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**Generated**: 2025-11-16 09:57:31
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---
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larity thresholds without editing code
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2. Add new categories and keywords as their projects evolve
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3. Customize skill generation patterns for their domain
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This approach follows the "data over code" principle from the skill-creator research, making the skill more maintainable and adaptable.
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---
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## Configuration-Driven Design Pattern
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**Configuration-Driven Design Pattern**
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Rather than hardcoding clustering logic, we're externalizing it to YAML configuration files. This allows users to:
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1. Tune similarity thresholds without editing code
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2. Add new categories and keywords as their projects evolve
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3. Customize skill generation patterns for their domain
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|
This approach follows the "data over code" principle from the skill-creator research, making the skill more maintainable and adaptable.
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---
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## Configuration-Driven Design Pattern
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**Configuration-Driven Design Pattern**
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|
|
Rather than hardcoding clustering logic, we're externalizing it to YAML configuration files. This allows users to:
|
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1. Tune similarity thresholds without editing code
|
|
2. Add new categories and keywords as their projects evolve
|
|
3. Customize skill generation patterns for their domain
|
|
|
|
This approach follows the "data over code" principle from the skill-creator research, making the skill more maintainable and adaptable.
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---
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## Configuration-Driven Design Pattern
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|
|
|
**Configuration-Driven Design Pattern**
|
|
|
|
Rather than hardcoding clustering logic, we're externalizing it to YAML configuration files. This allows users to:
|
|
1. Tune similarity thresholds without editing code
|
|
2. Add new categories and keywords as their projects evolve
|
|
3. Customize skill generation patterns for their domain
|
|
|
|
This approach follows the "data over code" principle from the skill-creator research, making the skill more maintainable and adaptable.
|
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---
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## Template-Based Documentation vs. Executable Logic
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**Template-Based Documentation vs. Executable Logic**
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Notice that our templates use Jinja2-style syntax (`{{ variable }}`), but this is for documentation and reference only. In Claude Code skills, the actual logic is expressed as clear, step-by-step instructions in SKILL.md that I (Claude) interpret and execute. The templates serve as:
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1. **Consistency guides** - showing expected output structure
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2. **Reference patterns** - documenting best practices
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3. **Quality standards** - setting expectations for generated content
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This is different from traditional code generation where templates are programmatically rendered. Here, I read the templates as examples and generate similar output naturally.
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---
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## Template-Based Documentation vs. Executable Logic
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**Template-Based Documentation vs. Executable Logic**
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Notice that our templates use Jinja2-style syntax (`{{ variable }}`), but this is for documentation and reference only. In Claude Code skills, the actual logic is expressed as clear, step-by-step instructions in SKILL.md that I (Claude) interpret and execute. The templates serve as:
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1. **Consistency guides** - showing expected output structure
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2. **Reference patterns** - documenting best practices
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3. **Quality standards** - setting expectations for generated content
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This is different from traditional code generation where templates are programmatically rendered. Here, I read the templates as examples and generate similar output naturally.
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---
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## Template-Based Documentation vs. Executable Logic
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|
**Template-Based Documentation vs. Executable Logic**
|
|
|
|
Notice that our templates use Jinja2-style syntax (`{{ variable }}`), but this is for documentation and reference only. In Claude Code skills, the actual logic is expressed as clear, step-by-step instructions in SKILL.md that I (Claude) interpret and execute. The templates serve as:
|
|
1. **Consistency guides** - showing expected output structure
|
|
2. **Reference patterns** - documenting best practices
|
|
3. **Quality standards** - setting expectations for generated content
|
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|
|
This is different from traditional code generation where templates are programmatically rendered. Here, I read the templates as examples and generate similar output naturally.
|
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---
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## Template-Based Documentation vs. Executable Logic
|
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|
|
**Template-Based Documentation vs. Executable Logic**
|
|
|
|
Notice that our templates use Jinja2-style syntax (`{{ variable }}`), but this is for documentation and reference only. In Claude Code skills, the actual logic is expressed as clear, step-by-step instructions in SKILL.md that I (Claude) interpret and execute. The templates serve as:
|
|
1. **Consistency guides** - showing expected output structure
|
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2. **Reference patterns** - documenting best practices
|
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3. **Quality standards** - setting expectations for generated content
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|
|
This is different from traditional code generation where templates are programmatically rendered. Here, I read the templates as examples and generate similar output naturally.
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---
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## Template-Based Documentation vs. Executable Logic
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**Template-Based Documentation vs. Executable Logic**
|
|
|
|
Notice that our templates use Jinja2-style syntax (`{{ variable }}`), but this is for documentation and reference only. In Claude Code skills, the actual logic is expressed as clear, step-by-step instructions in SKILL.md that I (Claude) interpret and execute. The templates serve as:
|
|
1. **Consistency guides** - showing expected output structure
|
|
2. **Reference patterns** - documenting best practices
|
|
3. **Quality standards** - setting expectations for generated content
|
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|
|
This is different from traditional code generation where templates are programmatically rendered. Here, I read the templates as examples and generate similar output naturally.
|
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---
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## Template-Based Documentation vs. Executable Logic
|
|
|
|
**Template-Based Documentation vs. Executable Logic**
|
|
|
|
Notice that our templates use Jinja2-style syntax (`{{ variable }}`), but this is for documentation and reference only. In Claude Code skills, the actual logic is expressed as clear, step-by-step instructions in SKILL.md that I (Claude) interpret and execute. The templates serve as:
|
|
1. **Consistency guides** - showing expected output structure
|
|
2. **Reference patterns** - documenting best practices
|
|
3. **Quality standards** - setting expectations for generated content
|
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|
|
This is different from traditional code generation where templates are programmatically rendered. Here, I read the templates as examples and generate similar output naturally.
|
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---
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## Template-Based Documentation vs. Executable Logic
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|
|
**Template-Based Documentation vs. Executable Logic**
|
|
|
|
Notice that our templates use Jinja2-style syntax (`{{ variable }}`), but this is for documentation and reference only. In Claude Code skills, the actual logic is expressed as clear, step-by-step instructions in SKILL.md that I (Claude) interpret and execute. The templates serve as:
|
|
1. **Consistency guides** - showing expected output structure
|
|
2. **Reference patterns** - documenting best practices
|
|
3. **Quality standards** - setting expectations for generated content
|
|
|
|
This is different from traditional code generation where templates are programmatically rendered. Here, I read the templates as examples and generate similar output naturally.
|
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|
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---
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