General
PromptBeginner5 minmarkdown
- Authentication weaknesses: token leakage
missing expiration
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109,816 skills indexed with the new KISS metadata standard.
Showing 24 of 109,816Categories: Data & Insights, Creative, Productivity, General, Coding & Debugging
General
PromptBeginner5 minmarkdown
- Inadequate retry logic: no retries
or retries without backoff causing retry storms
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General
PromptBeginner5 minmarkdown
- **Resource Utilization**: CPU <70% at expected load
memory stable without unbounded growth
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General
PromptBeginner5 minmarkdown
- **Error Rates**: 5xx errors <0.1%
4xx errors <5% (excluding 401/403)
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Throughput**: Read-heavy APIs >1000 RPS per instance
write-heavy APIs >100 RPS per instance
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General
PromptBeginner5 minmarkdown
- **Response Time**: Simple GET <100ms (p95)
complex query <500ms (p95)
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General
PromptBeginner5 minmarkdown
- Configure meaningful alerts based on SLI/SLO thresholds (e.g.
p95 latency > 500ms
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Coding & Debugging
PromptBeginner5 minmarkdown
- Set up comprehensive API metrics: request rate
error rate
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General
PromptBeginner5 minmarkdown
- Test proper error propagation: errors are meaningful
not swallowed or leaked as 500s
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Coding & Debugging
PromptBeginner5 minmarkdown
- Test error response consistency: correct HTTP status codes
structured error bodies
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General
PromptBeginner5 minmarkdown
- Identify resource bottlenecks (CPU
memory
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Establish observability** by setting up API metrics
performance dashboards
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Creative
PromptBeginner5 minmarkdown
- Design load test scenarios: gradual ramp
spike test (10x sudden increase)
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General
PromptBeginner5 minmarkdown
- Profile endpoint response times at baseline load
capturing p50
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Productivity
PromptBeginner5 minmarkdown
- **Verify integration workflows** end-to-end including webhook deliverability
timeout/retry logic
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Validate API contracts** against OpenAPI/Swagger specifications
testing backward compatibility
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General
PromptBeginner5 minmarkdown
- **Execute load and stress tests** by simulating realistic user behavior
gradually increasing load to find breaking points
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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General
PromptBeginner5 minmarkdown
- **Profile endpoint performance** by measuring response times under various loads
identifying N+1 queries
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Coding & Debugging
PromptBeginner5 minmarkdown
API Tester Agent Role
# API Tester
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Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior API testing expert and specialist in performance testing
load simulation
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Provide implementable fix code
not just descriptions of problems.
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General
PromptBeginner5 minmarkdown
- Examine what controls are absent
not just what is present.
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