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aiconfig-ai-metrics

DEPRECATED redirect — this skill was renamed to built-in-metrics. Do not use this skill; invoke built-in-metrics instead. Kept only so old references to aiconfig-ai-metrics still point users to the new name.

50

Quality

53%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./skills/agentcontrol/aiconfig-ai-metrics/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

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 deprecation redirect skill. It is maximally concise, immediately actionable, and leaves no ambiguity about what Claude should do (use `built-in-metrics` instead). The content perfectly fits its purpose — a lightweight pointer that prevents old references from breaking while directing to the canonical skill.

DimensionReasoningScore

Conciseness

The content is extremely lean and efficient. Every sentence serves a purpose: it states the deprecation, tells Claude not to use it, redirects to the correct skill, and provides guidance for updating old references. No unnecessary explanation.

3 / 3

Actionability

The guidance is concrete and unambiguous: invoke `built-in-metrics` instead, and update references from `aiconfig-ai-metrics` to `built-in-metrics`. For a redirect/deprecation skill, this is fully actionable — there's nothing else to do.

3 / 3

Workflow Clarity

This is a single-purpose skill (redirect) with an unambiguous action: stop, go to the other skill. No multi-step process is needed, and the single action is completely clear. Per scoring notes, simple single-task skills can score 3 if the content is clear.

3 / 3

Progressive Disclosure

For a deprecation redirect with no bundle files, the content is appropriately minimal and self-contained. It correctly points to one external skill (`built-in-metrics`) as a single-level reference. No additional files or structure are needed.

3 / 3

Total

12

/

12

Passed

Description

7%

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 description serves purely as a deprecation redirect and contains no functional information about what the skill does, when to use it, or what domain it covers. While the intent to redirect is clear, it fails on all core dimensions of a useful skill description because it provides no capability information or trigger terms for Claude to match against user requests.

Suggestions

If this skill must exist as a redirect, include a brief summary of what 'built-in-metrics' does (e.g., 'Configures and manages built-in AI metrics for monitoring model performance') so Claude can understand the domain and route appropriately.

Add natural trigger terms that describe the capability domain (e.g., 'AI metrics, model monitoring, performance tracking') so the redirect can still be matched to relevant user queries.

Add a 'Use when...' clause that explains when Claude should follow the redirect, e.g., 'Use when the user references aiconfig-ai-metrics by name; redirect them to built-in-metrics instead.'

DimensionReasoningScore

Specificity

The description contains no concrete actions or capabilities. It only states that the skill is deprecated and redirects to another skill, without describing what either skill actually does.

1 / 3

Completeness

The description fails to answer 'what does this do' in any functional sense and provides no 'when should Claude use it' guidance beyond 'do not use this skill.' It is purely a redirect notice with no actionable trigger information.

1 / 3

Trigger Term Quality

The only potentially useful terms are the skill names 'aiconfig-ai-metrics' and 'built-in-metrics', but there are no natural user-facing keywords describing the domain or task. A user would never naturally say 'aiconfig-ai-metrics' when seeking help.

1 / 3

Distinctiveness Conflict Risk

The explicit instruction to not use this skill and instead invoke 'built-in-metrics' provides some distinctiveness by actively discouraging selection. However, without describing what the skill domain is, there's ambiguity about when the redirect applies.

2 / 3

Total

5

/

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
launchdarkly/ai-tooling
Reviewed

Table of Contents

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