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root-cause-analysis

Analyze telemetry data for root cause analysis using Kopai CLI. Use when debugging errors, investigating latency issues, tracing request flows across services, or correlating logs with traces. Also use when users report production issues like "why is my API slow", "getting 500 errors", "service is down", "requests are timing out", or any symptom that needs telemetry-based investigation — even if they don't mention traces or observability explicitly.

100

Quality

100%

Does it follow best practices?

Impact

Pending

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Discovery

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is an excellent skill description that clearly defines its purpose (telemetry analysis with Kopai CLI), provides comprehensive trigger terms including both technical terminology and natural user complaints, and explicitly states when to use it. The inclusion of realistic user phrases like 'why is my API slow' and 'getting 500 errors' makes it highly effective for skill selection.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'root cause analysis', 'debugging errors', 'investigating latency issues', 'tracing request flows across services', 'correlating logs with traces'. Uses third person voice correctly.

3 / 3

Completeness

Clearly answers both what ('Analyze telemetry data for root cause analysis using Kopai CLI') and when ('Use when debugging errors...', 'Also use when users report production issues like...'). Includes explicit trigger guidance with concrete examples.

3 / 3

Trigger Term Quality

Excellent coverage of natural user phrases: 'why is my API slow', 'getting 500 errors', 'service is down', 'requests are timing out', plus technical terms like 'latency issues', 'traces', 'telemetry'. Covers both technical and colloquial language users would actually say.

3 / 3

Distinctiveness Conflict Risk

Clear niche focused on telemetry/observability with Kopai CLI. Distinct triggers around production debugging, traces, and specific error symptoms. Unlikely to conflict with general coding or documentation skills.

3 / 3

Total

12

/

12

Passed

Implementation

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a high-quality skill that efficiently teaches RCA workflow using Kopai CLI. It provides concrete, executable commands with a clear workflow sequence and appropriate progressive disclosure to detailed references. The tips section adds practical value without bloat.

DimensionReasoningScore

Conciseness

The content is lean and efficient, assuming Claude's competence with CLI tools and observability concepts. No unnecessary explanations of what traces, logs, or metrics are—just actionable commands and workflow steps.

3 / 3

Actionability

Provides fully executable CLI commands with specific flags (--json, --status-code ERROR, --severity-min 17). The Quick Example section is copy-paste ready with realistic command sequences.

3 / 3

Workflow Clarity

Clear 5-step numbered workflow with explicit validation guidance ('If empty: broaden time range, check service name'). Each step has a clear purpose and the sequence logically progresses from finding errors to presenting findings.

3 / 3

Progressive Disclosure

Well-structured overview with clear one-level-deep references to rules/<rule-name>.md and references/ directory. Content is appropriately split between quick-start guidance in SKILL.md and detailed filters/patterns in separate files.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
kopai-app/kopai-mono
Reviewed

Table of Contents

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