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
99%
Does it follow best practices?
Impact
97%
1.15xAverage score across 5 eval scenarios
Passed
No known issues
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.
| Dimension | Reasoning | Score |
|---|---|---|
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.
| Dimension | Reasoning | Score |
|---|---|---|
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.
Validation — 10 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 10 / 11 Passed | |
Reviewed
Table of Contents