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ops-automation-agent

Authoring playbook for building agents that automate recurring internal tasks — running scheduled workflows, syncing data between systems, posting notifications, processing inbound events, or executing operational runbooks. Use this when the user wants an agent that runs on a schedule, reacts to events, automates a process, syncs between tools, or handles ops/internal infrastructure.

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

The body is a highly actionable, well-sequenced authoring playbook with templates, checklists, and a worked example, but it carries repeated restatements of the same safety rules and a large inline template that could be tightened or moved to references.

Suggestions

Consolidate the idempotency/confirmation/receipt rules so they are stated once in the system prompt template rather than repeated across 'Safety boundary', 'Required behavioral rules', and 'Anti-patterns'.

Move the full system-prompt template and/or worked example into a referenced file (e.g. references/system-prompt-template.md) and keep SKILL.md as an overview pointing to it, improving progressive disclosure.

Trim redundant restating of the same completion criteria between the template's 'Completion criteria' block and the separate 'Required behavioral rules to enforce' list.

DimensionReasoningScore

Conciseness

Mostly efficient and assumes Claude's competence (no basic concept explanations), but the idempotency/confirmation/receipt rules are restated across 'Safety boundary', the system prompt template, 'Required behavioral rules', and 'Anti-patterns', adding redundancy that could be tightened.

2 / 3

Actionability

Provides concrete, copy-paste-ready material — fill-in-the-blank system prompt template, a 7-field receipt format, a numbered confirmation sequence, and a fully worked example — fully actionable guidance rather than abstraction.

3 / 3

Workflow Clarity

Clear sequencing with explicit checkpoints: the numbered confirmation-required flow, the 5-item 'Completion criteria — you are NOT done until' checklist, and dry-run/verification feedback loops for destructive and batch operations.

3 / 3

Progressive Disclosure

Sections are well organized with no nested references, but at ~120 lines with no bundle files, substantial inline content (the full system prompt template and worked example) could be split into separate reference files rather than carried entirely in SKILL.md.

2 / 3

Total

10

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12

Passed

Description

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.

The description is concise, third-person, and clearly states both the capability set and the explicit 'Use this when' trigger conditions. It lists concrete actions and uses natural user language, with a distinct ops-automation niche.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'running scheduled workflows, syncing data between systems, posting notifications, processing inbound events, or executing operational runbooks' — rather than vague language, matching the multi-action anchor.

3 / 3

Completeness

Explicitly answers both what (authoring playbook for ops-automation agents with named actions) and when via a clear 'Use this when the user wants...' trigger clause.

3 / 3

Trigger Term Quality

The 'Use this when' clause covers natural terms a user would say — 'runs on a schedule, reacts to events, automates a process, syncs between tools, or handles ops/internal infrastructure' — with good coverage and no jargon-only phrasing.

3 / 3

Distinctiveness Conflict Risk

A clear niche (ops/internal automation agents) with distinct operational triggers (schedule, event, sync, runbook) unlikely to fire for unrelated skills.

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
mastra-ai/mastra
Reviewed

Table of Contents

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