Merge pull request #6185 from influxdata/jts-qol-ai-test-samples

Jts qol ai test samples

Author: jstirnaman

.context/README.md

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+# Context Files for LLMs and AI Tools 
+
+This directory contains plans, reports, and other context files that are:
+- Used to provide context to LLMs during development
+- Not committed to the repository
+- May be transient or belong in other repositories
+
+## Directory Structure
+
+- `plans/` - Documentation plans and roadmaps
+- `reports/` - Generated reports and analyses
+- `research/` - Research notes and findings
+- `templates/` - Reusable templates for Claude interactions
+
+## Usage
+
+Place files here that you want to reference--for example, using @ mentions in Claude--such as:
+- Documentation planning documents
+- API migration guides
+- Performance reports
+- Architecture decisions
+
+## Example Structure
+
+```
+.context/
+├── plans/
+│   ├── v3.2-release-plan.md
+│   └── api-migration-guide.md
+├── reports/
+│   ├── weekly-progress-2025-07.md
+│   └── pr-summary-2025-06.md
+├── research/
+│   └── competitor-analysis.md
+└── templates/
+    └── release-notes-template.md
+```
+
+## Best Practices
+
+1. Use descriptive filenames that indicate the content and date
+2. Keep files organized in appropriate subdirectories
+3. Consider using date prefixes for time-sensitive content (e.g., `2025-07-01-meeting-notes.md`)
+4. Remove outdated files periodically to keep the context relevant