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fastapi-router-creator

Fastapi Router Creator - Auto-activating skill for Backend Development. Triggers on: fastapi router creator, fastapi router creator Part of the Backend Development skill category.

Install with Tessl CLI

npx tessl i github:jeremylongshore/claude-code-plugins-plus-skills --skill fastapi-router-creator
What are skills?

Overall
score

19%

Does it follow best practices?

Validation for skill structure

SKILL.md
Review
Evals

Activation

7%

This description is severely underdeveloped, essentially just restating the skill name without providing any meaningful information about capabilities or usage triggers. It lacks concrete actions, natural user keywords, and explicit guidance on when Claude should select this skill. The description would be nearly useless for skill selection among multiple backend development skills.

Suggestions

Add specific concrete actions the skill performs, e.g., 'Creates FastAPI router modules with endpoint handlers, request/response models, and dependency injection setup'

Add a 'Use when...' clause with natural trigger terms like 'Use when the user asks to create API endpoints, add routes, scaffold FastAPI routers, or build REST API handlers'

Include common keyword variations users might say: 'API endpoint', 'route', 'REST API', 'endpoint handler', 'FastAPI routes', '.py router file'

DimensionReasoningScore

Specificity

The description only states 'Fastapi Router Creator' and 'Backend Development' without describing any concrete actions. There are no specific capabilities listed like 'creates route handlers', 'generates endpoint boilerplate', or 'scaffolds API routes'.

1 / 3

Completeness

The description fails to answer 'what does this do' beyond the name itself, and completely lacks any 'when to use' guidance. There is no 'Use when...' clause or equivalent explicit trigger guidance.

1 / 3

Trigger Term Quality

The trigger terms are just 'fastapi router creator' repeated twice. Missing natural variations users would say like 'create API endpoint', 'add route', 'FastAPI endpoint', 'REST API', 'route handler', or 'API scaffolding'.

1 / 3

Distinctiveness Conflict Risk

While 'FastAPI' is a specific framework which provides some distinctiveness, 'Backend Development' is very broad and could overlap with many other backend-related skills. The lack of specific triggers increases conflict risk.

2 / 3

Total

5

/

12

Passed

Implementation

0%

This skill is an empty template with no actual content. It describes what a FastAPI router creator skill would do without providing any actual guidance, code examples, or actionable instructions. The entire document could be replaced with a single sentence and lose nothing of value.

Suggestions

Add executable Python code showing how to create a FastAPI router with at least one endpoint example (e.g., CRUD operations)

Include a concrete workflow: 1) Create router file, 2) Define endpoints, 3) Register with main app, 4) Test endpoints

Remove all meta-description content ('This skill provides...', 'Capabilities include...') and replace with actual implementation guidance

Add specific patterns like dependency injection, response models, and error handling with code examples

DimensionReasoningScore

Conciseness

The content is padded with generic boilerplate that explains nothing Claude doesn't already know. Phrases like 'provides automated assistance' and 'follows industry best practices' are meaningless filler with zero actionable information.

1 / 3

Actionability

Contains no concrete code, commands, or specific guidance whatsoever. The entire skill describes what it does in abstract terms without showing how to actually create a FastAPI router. No executable examples or copy-paste ready content.

1 / 3

Workflow Clarity

No workflow is defined. Claims to provide 'step-by-step guidance' but includes zero actual steps. There's no sequence, no validation checkpoints, and no process to follow.

1 / 3

Progressive Disclosure

No meaningful structure or references to detailed materials. The sections are organizational theater - headers exist but contain no substantive content that would benefit from progressive disclosure.

1 / 3

Total

4

/

12

Passed

Validation

69%

Validation11 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

description_trigger_hint

Description may be missing an explicit 'when to use' trigger hint (e.g., 'Use when...')

Warning

allowed_tools_field

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

Warning

metadata_version

'metadata' field is not a dictionary

Warning

frontmatter_unknown_keys

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

Warning

body_steps

No step-by-step structure detected (no ordered list); consider adding a simple workflow

Warning

Total

11

/

16

Passed

Reviewed

Table of Contents

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