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tessl-labs/flask-testing

Write correct Flask tests -- app factory with test config, application context fixtures, database isolation, file uploads, auth testing, error handlers, mock.patch placement, and essential API test patterns

98

1.15x
Quality

99%

Does it follow best practices?

Impact

97%

1.15x

Average score across 5 eval scenarios

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

Quality

Discovery

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.

This is an excellent skill description that clearly articulates specific Flask testing capabilities, includes comprehensive natural trigger terms, and explicitly states when to use it. The description uses proper third-person voice and provides enough detail to distinguish it from general Python testing or other web framework testing skills.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'app factory with test config, application context for test_client, pytest fixtures in conftest.py, database isolation with transactions, testing file uploads, testing error handlers, testing with authentication, mock.patch placement.'

3 / 3

Completeness

Clearly answers both what ('Write correct Flask tests that avoid common pitfalls' with detailed coverage list) AND when ('Use when writing or reviewing Flask test suites') with explicit trigger guidance.

3 / 3

Trigger Term Quality

Includes natural keywords users would say: 'Flask tests', 'test_client', 'pytest fixtures', 'conftest.py', 'database isolation', 'file uploads', 'authentication', 'mock.patch', 'test suites' - comprehensive coverage of Flask testing terminology.

3 / 3

Distinctiveness Conflict Risk

Highly specific to Flask testing with distinct triggers like 'Flask tests', 'test_client', 'conftest.py' - unlikely to conflict with general Python testing or other web framework skills.

3 / 3

Total

12

/

12

Passed

Implementation

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 excellent skill document that exemplifies best practices for technical instruction. It uses the highly effective WRONG/RIGHT pattern throughout, provides complete executable code, and covers the full spectrum of Flask testing pitfalls. The checklist at the end serves as both a summary and a verification tool, and the content is appropriately scoped without unnecessary explanation of concepts Claude already knows.

DimensionReasoningScore

Conciseness

The skill is highly efficient, using WRONG/RIGHT code comparisons that immediately show the pattern without explaining basic concepts. Every section delivers actionable information without padding or explaining what Flask or pytest are.

3 / 3

Actionability

Every section provides fully executable, copy-paste ready code examples. The WRONG/RIGHT pattern makes it immediately clear what to do and what to avoid. Code is complete and runnable, not pseudocode.

3 / 3

Workflow Clarity

The skill clearly sequences the fixture dependency chain (app → client → runner), includes explicit validation patterns in the checklist, and the 'Essential Test Patterns' section provides a clear 5-step testing workflow with verification at each step.

3 / 3

Progressive Disclosure

Content is well-organized into 10 numbered sections covering distinct topics, with a comprehensive checklist for quick reference and external references for deeper learning. The structure allows scanning for specific patterns without reading everything.

3 / 3

Total

12

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

10

/

11

Passed

Reviewed

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