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analyzing-system-throughput

Analyze and optimize system throughput including request handling, data processing, and resource utilization. Use when identifying capacity limits or evaluating scaling strategies. Trigger with phrases like "analyze throughput", "optimize capacity", or "identify bottlenecks".

57

Quality

67%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/performance/throughput-analyzer/skills/analyzing-system-throughput/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

35%Weight 40%Scale 1-3

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 structured but largely conceptual overview that explains what the skill does rather than how to execute it: no code or commands, no validation checkpoints, and no links to the bundled scripts that could provide concrete actionability.

Suggestions

Add concrete, executable guidance — reference and invoke the bundled scripts (e.g. `python scripts/analyze_throughput.py <target>`) instead of the abstract "Activate the `throughput-analyzer` plugin" instruction.

Tighten or remove conceptual filler sections (Overview, Best Practices, Integration, Resources) that restate the description or offer generic advice Claude already knows, to improve token efficiency.

Insert validation checkpoints into the workflow (e.g. verify metrics were collected before analyzing, confirm baseline data exists before comparing) and turn Error Handling into a validate-fix-retry loop.

DimensionReasoningScore

Conciseness

The body restates the description across Overview, When to Use, and Examples, and pads with generic conceptual sections (Best Practices, Integration, Resources) that add little Claude-didn't-know value; not a 1 because it stops short of explaining basic concepts like what throughput is.

2 / 3

Actionability

There is no executable code or concrete command anywhere; instructions like "Activate the `throughput-analyzer` plugin" and "Collect request and data throughput metrics" describe rather than instruct, matching the vague/abstract anchor; not a 2 because no concrete guidance is present at all.

1 / 3

Workflow Clarity

Sequences exist in "How It Works" and "Instructions", but there are no validation checkpoints and Error Handling is a passive fallback list rather than a validate-fix-retry loop; not a 1 because the steps are clearly sequenced.

2 / 3

Progressive Disclosure

Content is organized into sections, but the actual bundle scripts in ./scripts/ are never referenced or linked from the body, and references/assets are empty placeholders; not a 3 because useful bundle content is not clearly signaled, and not a 1 because the body is sectioned rather than a monolithic wall with nested references.

2 / 3

Total

7

/

12

Passed

Description

100%Weight 40%Scale 1-3

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

A well-crafted description that concisely states what the skill does, when to use it, and gives explicit natural-language triggers, all in third person. It hits the top anchor on every dimension.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "Analyze and optimize system throughput", "request handling, data processing, and resource utilization", "identifying capacity limits", "evaluating scaling strategies" — matching the anchor for listing several specific concrete actions.

3 / 3

Completeness

Explicitly answers both what ("Analyze and optimize system throughput including request handling, data processing, and resource utilization") and when ("Use when identifying capacity limits or evaluating scaling strategies") with explicit triggers, matching the top anchor.

3 / 3

Trigger Term Quality

Provides natural triggers users would say: "Trigger with phrases like \"analyze throughput\", \"optimize capacity\", or \"identify bottlenecks\"" gives good coverage of natural terms.

3 / 3

Distinctiveness Conflict Risk

Consistently framed around a clear throughput/capacity/scaling niche with distinct triggers, making it unlikely to fire for the wrong skill; not a 2 because the triggers are specific rather than broadly overlapping.

3 / 3

Total

12

/

12

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

14

/

16

Passed

Repository
jeremylongshore/claude-code-plugins-plus-skills
Reviewed

Table of Contents

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