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sre-engineer

Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces monitoring configurations and automation scripts for production systems. Use when defining SLIs/SLOs, managing error budgets, building reliable systems at scale, incident management, chaos engineering, toil reduction, or capacity planning.

98

1.07x
Quality

100%

Does it follow best practices?

Impact

96%

1.07x

Average score across 6 eval scenarios

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 follows best practices. It uses third person voice, lists specific concrete capabilities, includes a comprehensive 'Use when...' clause with natural trigger terms from the SRE domain, and carves out a clear niche that distinguishes it from general DevOps or monitoring skills.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'Defines service level objectives', 'creates error budget policies', 'designs incident response procedures', 'develops capacity models', and 'produces monitoring configurations and automation scripts'.

3 / 3

Completeness

Clearly answers both what (defines SLOs, creates error budget policies, designs incident response, develops capacity models, produces monitoring configs) AND when with explicit 'Use when...' clause listing seven specific trigger scenarios.

3 / 3

Trigger Term Quality

Excellent coverage of natural SRE terminology users would say: 'SLIs/SLOs', 'error budgets', 'reliable systems at scale', 'incident management', 'chaos engineering', 'toil reduction', 'capacity planning'. These are standard industry terms practitioners would naturally use.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive SRE/reliability engineering niche with domain-specific triggers like 'SLIs/SLOs', 'error budgets', 'chaos engineering', and 'toil reduction' that are unlikely to conflict with general DevOps or monitoring 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 an exemplary skill file that demonstrates best practices across all dimensions. It's concise yet comprehensive, provides executable code examples for all major SRE tasks, has clear workflow steps with validation checkpoints, and uses progressive disclosure effectively through a well-organized reference table. The MUST DO/MUST NOT DO constraints provide clear boundaries without being verbose.

DimensionReasoningScore

Conciseness

The skill is lean and efficient, assuming Claude's competence with SRE concepts. No unnecessary explanations of what SLOs, SLIs, or error budgets are—it jumps straight to actionable guidance and concrete examples.

3 / 3

Actionability

Provides fully executable code examples including Prometheus alerting rules, PromQL queries, and a complete Python automation script. The SLO calculation example shows exact math, and all code is copy-paste ready.

3 / 3

Workflow Clarity

The core workflow has clear numbered steps with explicit validation checkpoints ('Verify alignment', 'verify recovery meets RTO/RPO targets before marking complete'). The MUST DO/MUST NOT DO constraints provide clear guardrails for complex operations.

3 / 3

Progressive Disclosure

Excellent structure with a reference table pointing to one-level-deep topic files with clear 'Load When' guidance. The main skill provides a concise overview while detailed guidance is appropriately delegated to reference 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
jeffallan/claude-skills
Reviewed

Table of Contents

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