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agent-automation-smart-agent

Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent

35

1.07x
Quality

Does it follow best practices?

Impact

99%

1.07x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

0%

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 verbose, marketing-style overview of an 'agent coordinator' concept with no executable guidance, no real workflow, and no progressive disclosure via bundle files. It explains concepts Claude already knows rather than instructing how to perform the skill's task.

Suggestions

Cut conceptual feature lists and replace them with concrete, executable steps or code that actually coordinate/spawn agents.

Provide a real sequenced workflow with validation checkpoints (e.g., verify spawned agent capabilities before dispatching tasks) for risky batch-spawning operations.

Move lengthy reference material (ML integration, advanced features) into separate reference files under references/ and link to them from a concise overview.

DimensionReasoningScore

Conciseness

The ~180-line body is padded with conceptual explanation of agent coordination and ML (e.g., 'Natural language understanding of requirements', 'Pattern recognition from past executions') that Claude already knows, matching the verbose anchor.

1 / 3

Actionability

Every example is descriptive pseudocode or prose (e.g., 'Spawn: API Designer (architect)', 'Input: Task description / Model: Multi-label classifier') with no executable code or concrete commands, matching the vague 'describes rather than instructs' anchor.

1 / 3

Workflow Clarity

There is no sequenced multi-step workflow with validation checkpoints; the content enumerates features and 'Automated Response' sketches rather than a real process, and no validation/feedback loops are present for risky spawning operations.

1 / 3

Progressive Disclosure

No bundle files exist in references/scripts/assets, and the body is a monolithic wall of text with no external references or navigation, matching the monolithic-text anchor.

1 / 3

Total

4

/

12

Passed

Description

0%

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 a low-quality placeholder that conveys only a category label and an invocation token without stating concrete capabilities or triggering conditions. It fails to tell a user (or Claude) when to invoke the skill or what it actually does.

Suggestions

Replace the generic label with concrete actions the skill performs (e.g., 'Analyzes task requirements and spawns agents with matched capabilities').

Add an explicit 'Use when...' trigger clause naming natural phrases a user would say (e.g., 'Use when coordinating multiple agents, matching tasks to agent capabilities, or scaling agent workloads').

Use third-person active voice describing specific behaviors rather than a template invocation token.

DimensionReasoningScore

Specificity

The description 'Agent skill for automation-smart-agent - invoke with $agent-automation-smart-agent' names no concrete actions, only a generic category and invocation token, matching the vague anchor.

1 / 3

Completeness

Neither a clear 'what does this do' nor any 'when to use it' guidance is present; the missing 'Use when...' clause and absence of functional description place it at the lowest anchor.

1 / 3

Trigger Term Quality

It contains only a technical invocation token ('$agent-automation-smart-agent') rather than any natural keywords a user would actually say when they need this skill.

1 / 3

Distinctiveness Conflict Risk

The placeholder-style description is too generic to distinguish the skill from others and offers no distinct trigger context, matching the high-conflict generic anchor.

1 / 3

Total

4

/

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
ruvnet/claude-flow
Reviewed

Table of Contents

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