--- title: classifications | CodeWeaver Docs description: API reference for codeweaver.semantic.classifications url: "https://docs.knitli.com/api/semantic/classifications" type: static generatedAt: "2026-04-17T17:21:09.546Z" --- # classifications [Open in ChatGPT](https://chatgpt.com/?q=Read%20https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F.%20I%20want%20to%20ask%20questions%20about%20it.)[Open in Claude](https://claude.ai/new?q=Read%20https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F.%20I%20want%20to%20ask%20questions%20about%20it.)[View in Markdown](/codeweaver/api/semantic/classifications.md) [Share on LinkedIn](https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F)[Share on X](https://x.com/intent/tweet?url=https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F&text=classifications)[Share on Threads](https://threads.net/intent/post?url=https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F&text=classifications)[Share on Bluesky](https://bsky.app/intent/compose?text=classifications%20https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F)[Share on Facebook](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F)[Share on Reddit](https://reddit.com/submit?url=https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F&title=classifications)[Share on Hacker News](https://news.ycombinator.com/submitlink?u=https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F&t=classifications)[Share on Email](mailto:?subject=classifications&body=https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F)[Share on WhatsApp](https://wa.me/?text=classifications%20https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F)[Share on Telegram](https://t.me/share/url?url=https%3A%2F%2Fdocs.knitli.com%2Fcodeweaver%2Fapi%2Fsemantic%2Fclassifications%2F&text=classifications) # `codeweaver.semantic.classifications` [Section titled “codeweaver.semantic.classifications”](#codeweaversemanticclassifications) Complete implementation specification for CodeWeaver’s new semantic categorization system based on language workbench methodology with multi-dimensional importance scoring. ## Class: `AgentTask` [Section titled “Class: AgentTask”](#class-agenttask) Dataclass-based agent task with context weight profile. Values are `BaseAgentTask` dataclass instances. ### Method: `profiles` [Section titled “Method: profiles”](#method-profiles) ** ``` profiles() ``` Get the context weight profiles for all tasks. ## Class: `BaseAgentTask` [Section titled “Class: BaseAgentTask”](#class-baseagenttask) Base class for agent tasks with context weight profiles. ## Class: `ImportanceRank` [Section titled “Class: ImportanceRank”](#class-importancerank) Semantic importance rankings from highest to lowest priority. These are general guidelines. The actual importance depends on the task and context, but these serve as a useful baseline. ### Method: `from_classification` [Section titled “Method: from_classification”](#method-from_classification) ** ``` from_classification() ``` Get semantic importance rank for a given classification. ### Method: `from_token_purpose` [Section titled “Method: from_token_purpose”](#method-from_token_purpose) ** ``` from_token_purpose() ``` Map token purpose to an approximate importance rank. ## Class: `ImportanceScores` [Section titled “Class: ImportanceScores”](#class-importancescores) Multi-dimensional importance scoring for AI assistant contexts. ### Method: `as_dict` [Section titled “Method: as_dict”](#method-as_dict) ** ``` as_dict() ``` Convert importance scores to a dictionary format. ### Method: `default` [Section titled “Method: default”](#method-default) ** ``` default() ``` Get default importance scores. ### Method: `for_task` [Section titled “Method: for_task”](#method-for_task) ** ``` for_task() ``` Get importance scores adjusted for a specific agent task context. ### Method: `from_dict` [Section titled “Method: from_dict”](#method-from_dict) ** ``` from_dict() ``` Create ImportanceScores from a dictionary format. ### Method: `weighted_score` [Section titled “Method: weighted_score”](#method-weighted_score) ** ``` weighted_score() ``` Calculate weighted importance score for given AI assistant context. ## Class: `ImportanceScoresDict` [Section titled “Class: ImportanceScoresDict”](#class-importancescoresdict) Typed dictionary for context weights in AI assistant scenarios. `ImportanceScoresDict` is the python-serialized and mutable version of `ImportanceScores`. ## Class: `ScoreValidation` [Section titled “Class: ScoreValidation”](#class-scorevalidation) Validation results for importance score accuracy. ## Class: `SemanticClass` [Section titled “Class: SemanticClass”](#class-semanticclass) Language-agnostic semantic categories for AST nodes. ### Method: `add_language_member` [Section titled “Method: add_language_member”](#method-add_language_member) ** ``` add_language_member() ``` Add a new language-specific semantic category. ### Method: `categories` [Section titled “Method: categories”](#method-categories) ** ``` categories() ``` Get mapping of categories to their ThingClass definitions. ### Method: `from_token_purpose` [Section titled “Method: from_token_purpose”](#method-from_token_purpose-1) ** ``` from_token_purpose() ``` Map token purpose to an approximate semantic category. ### Method: `rank_map` [Section titled “Method: rank_map”](#method-rank_map) ** ``` rank_map() ``` Get mapping of categories to their semantic ranks. ## Class: `SemanticClassDict` [Section titled “Class: SemanticClassDict”](#class-semanticclassdict) Typed dictionary for semantic category definitions. ## Class: `ThingClass` [Section titled “Class: ThingClass”](#class-thingclass) Universal semantic category for AST nodes. ### Method: `validate_importance_scores` [Section titled “Method: validate_importance_scores”](#method-validate_importance_scores) ** ``` validate_importance_scores() ``` Ensure importance_scores is a ImportanceScoresDict. ### Method: `validate_name` [Section titled “Method: validate_name”](#method-validate_name) ** ``` validate_name() ``` Ensure name is a SemanticClass. ## Class: `UsageMetrics` [Section titled “Class: UsageMetrics”](#class-usagemetrics) Metrics on real-world usage of semantic categories. ### Method: `add_uses` [Section titled “Method: add_uses”](#method-add_uses) ** ``` add_uses() ``` Add usage counts for a list of categories.