ChatGPTCode snippet review
Check a small code excerpt for behavioral errors and get suggestions with specific input examples.
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ChatGPT
ChatGPTTest scenarios
Derive test cases from function rules: normal inputs, boundaries, invalid data and ambiguities.
ChatGPTAPI contract
Describe an HTTP method from the requirements, separating agreed fields from decisions still to be made.
GemmaRegular expression
Build an expression from positive and negative examples, following the selected language's syntax.
GemmaRead-only SQL
Prepare a SELECT query from the supplied schema and check whether joins duplicate the intended rows.
ChatGPTWhat an SQL query does
Analyze an existing SELECT step by step to see where rows disappear, multiply or merge.
ChatGPTResolving a Git conflict
Merge a conflicting excerpt according to both branches' explicit requirements and show where manual decisions are needed.
ChatGPTDiagnosing a stack trace
Distinguish where an error occurs from its possible cause and choose the next check.
ChatGPTA minimal example of a CSS issue
Reduce the reported layout problem to a short HTML/CSS example suitable for manual checking.
ChatGPTMigration plan for a new API
Compare the old and new contracts and prepare a sequence of client-code changes.
ChatGPTAlgorithm from business rules
Turn processing rules into clear pseudocode and identify cases where no decision is specified.
ChatGPTJSON Schema from requirements
Describe JSON structure validation without treating an incidental property of one example as a mandatory rule.
GemmaUnderstanding a shell command
Understand what an existing command does before running it and identify behavior dependent on environment and inputs.
GemmaWhat the configuration changes
Analyze the meaning of a configuration text diff and prepare checks before applying it.
GemmaData storage model
Identify entities and relationships in a specific workflow before writing tables and queries.
GemmaCSV to typed objects
Prepare code to read a small CSV with explicit handling of empty values and row errors.
GemmaFunction error contract
Choose a consistent way to report different errors without confusing an absent result with a failure.
GemmaRequest states in TypeScript
Describe client request states so the type cannot contain incompatible flags and data.
GemmaExtracting a pure function
Separate computation from input/output while preserving side-effect order and current behavior.
GemmaHTTP fixtures for a client
Create a consistent set of sample responses to test different client-interface states.
GemmaAnonymizing logs
Define rules for hiding sensitive fields while preserving event relationships needed for diagnosis.
GemmaSpreadsheet formula
Get a formula for specific cells, a locale and empty-value handling rules.
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