api-analyzer
api-analyzer is an code AI skill with a core value of Validates whether an API request is correct based on provided inputs (method, URL, headers, body, auth, query params). It
helps developers solve real-world problems in the code domain, boosting
efficiency, automating repetitive tasks, and optimizing workflows.
Validates whether an API request is correct based on provided inputs (method, URL, headers, body, auth, query params). Use this skill whenever a user wants to check, validate, debug, or verify an API
Quick Facts
mkdir -p ./skills/api-analyzer && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/api-analyzer/SKILL.md -o ./skills/api-analyzer/SKILL.mdRun in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
Validates whether an API request is correct based on provided inputs (method, URL, headers, body, auth, query params). Use this skill whenever a user wants to check, validate, debug, or verify an API
🎯 Best For
- Debugging engineers
- QA teams
- Data analysts
- Business intelligence teams
- Claude users
💡 Use Cases
- Tracing runtime errors in production logs
- Identifying memory leaks
- Finding patterns in customer data
- Creating automated dashboards
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply api-analyzer to Your Work
Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.
- 4
Review and Refine
Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.
❓ Frequently Asked Questions
Can this debug production issues?
Yes, but always ensure you have proper logging and monitoring in place first.
Can this connect to my database directly?
Most data skills accept CSV or JSON input. Database connectors are listed in the Works With section.
Is api-analyzer compatible with Cursor and VS Code?
Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.
Do I need specific dependencies for api-analyzer?
Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.
How do I install api-analyzer?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/api-analyzer/SKILL.md, ready to use.
⚠️ Common Mistakes to Avoid
Debugging without context
Always provide the full error stack and surrounding code context for accurate debugging.
Not validating data quality
AI analysis is only as good as your input data. Profile and clean data before analysis.
Skipping validation
Always test AI-generated code changes, even for simple refactors.
Missing dependency updates
Check if the skill requires updated dependencies or new packages.