Validate code symbols, imports, and library APIs across languages.
npx skills add https://github.com/Jimmy-Jung/claude_symbiote --skill code-accuracy
Please help me install this Agent Skill. Skill: code-accuracy Source: https://github.com/Jimmy-Jung/claude_symbiote/tree/main/.claude/skills/code-accuracy Command: npx skills add https://github.com/Jimmy-Jung/claude_symbiote --skill code-accuracy
Ensures generated or modified code references only existing project symbols, validates imports against declared dependencies, and verifies library API availability to prevent hallucinations and non-compilable output.
Validate a target symbol against the current codebase and adjust imports to ensure compilable output.
High-intent search queries and answers about installing and using this skill.
You validate code symbols against the current codebase to ensure types, functions, and classes exist before usage. This prevents hallucinated code by confirming symbol availability and proposing correct replacements before integration.
You check imports against project dependency declarations to ensure modules are resolvable by the package manager. This validates that all dependencies are properly declared before usage, preventing missing module errors during compilation.
Yes, you can verify library API availability across languages by confirming API presence and version compatibility before usage. This checks that the specific library functions and methods exist in the targeted version to prevent incompatible calls.
Code symbol validation is a static analysis process that checks types, functions, and classes exist in the current codebase before usage. It cross-references generated symbols against existing project definitions to identify hallucinated references.
You fix missing symbols and incorrect imports by following concrete guidance that proposes correct replacements. The validation process identifies incorrect imports and incompatible APIs, then provides specific fixes to ensure compilable output.
Yes, static analysis for code accuracy works without external dependencies because it validates symbols against the current codebase and checks imports against existing project dependency declarations directly, requiring no additional installation.
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