GreyCat
ExtensionFreeTurns VSCode into a full-fledged Greycat IDE
Capabilities9 decomposed
lsp-based syntax highlighting with language-specific tokenization
Medium confidenceProvides real-time syntax highlighting for GreyCat source code by delegating tokenization and semantic analysis to a local Language Server Protocol (LSP) server. The extension acts as an LSP client that communicates with the GreyCat language server (`greycat/lang`) to classify tokens and apply VSCode theme colors. Syntax highlighting is distinguished from semantic highlighting in the architecture, suggesting separate analysis pipelines for lexical vs. semantic-level token classification.
Uses LSP protocol to separate syntax analysis from the editor, allowing the GreyCat language server to own tokenization logic and enabling consistent highlighting across multiple editor clients (not just VSCode)
More maintainable than regex-based syntax highlighting because grammar changes are centralized in the LSP server, not duplicated across editor extensions
context-aware code completion via lsp completion requests
Medium confidenceDelivers intelligent code completion suggestions by sending the current cursor position and file context to the GreyCat LSP server, which analyzes the syntax tree and symbol table to generate contextually relevant completions. Triggered via `Ctrl+Space` (or `Ctrl+Alt+Space` on macOS with workaround), the extension marshals completion requests with full project context, enabling suggestions that understand variable scope, type information, and available APIs. Completion quality depends on successful project loading within the VSCode workspace.
Completion is project-aware and type-aware because the LSP server maintains a full symbol table and type graph for the entire GreyCat project, not just the current file
More accurate than generic language server completions because GreyCat's LSP server understands graph database schemas and ML pipeline types natively
project context loading and workspace integration
Medium confidenceAutomatically discovers and loads GreyCat projects within the VSCode workspace, establishing the project context required for all language features (completion, highlighting, diagnostics). The extension communicates project structure and configuration to the LSP server during initialization, enabling the server to build a complete symbol table and type graph. Project loading errors are surfaced to users with diagnostic messages, and the extension provides troubleshooting guidance for common issues (e.g., missing project files, incorrect workspace structure).
Project loading is delegated to the LSP server, which owns the project model and configuration parsing — the extension only coordinates initialization and error reporting
Decouples project configuration from the editor, allowing the same project model to be used by CLI tools, CI/CD pipelines, and other clients
diagnostic error reporting and problem surfacing
Medium confidenceCaptures compilation and semantic errors from the GreyCat LSP server and displays them in VSCode's Problems panel with file location, line number, and error message. Diagnostics are updated in real-time as the user edits code, providing immediate feedback on syntax errors, type mismatches, and other issues. The extension distinguishes between extension-level errors (e.g., project loading failures) and upstream LSP server errors, with guidance on where to report issues.
Diagnostics are sourced entirely from the LSP server, making the extension a thin client that only formats and displays server-generated errors
Provides real-time feedback without requiring manual compilation or external build tools, unlike traditional GreyCat CLI workflows
greycat binary (.gcb) file association and recognition
Medium confidenceRegisters GreyCat Binary file type (.gcb) with VSCode, enabling the editor to recognize compiled GreyCat artifacts and associate them with the GreyCat extension. This allows users to browse and inspect .gcb files within the editor, though full editing or decompilation capabilities are not documented. The extension may provide syntax highlighting or metadata display for binary files, depending on LSP server support.
Provides native VSCode integration for GreyCat's binary format, treating .gcb files as first-class artifacts rather than generic binary blobs
More convenient than external binary inspection tools because .gcb files are recognized and displayed within the development environment
snippet and template insertion for greycat code patterns
Medium confidenceProvides code snippets and templates for common GreyCat patterns (e.g., graph queries, ML pipeline definitions, real-time data processing workflows). Snippets are triggered via code completion or snippet commands and expand with placeholder variables that users can tab through to customize. The extension may include snippets for GreyCat's domain-specific language (DSL) constructs, reducing boilerplate and accelerating development.
Snippets are domain-specific to GreyCat's graph database and ML capabilities, not generic programming patterns
Reduces time to write GreyCat code compared to manual typing or copying from documentation
real-time lsp server lifecycle management and error recovery
Medium confidenceManages the startup, shutdown, and error recovery of the GreyCat LSP server within the VSCode extension lifecycle. The extension automatically starts the LSP server when VSCode opens a GreyCat project, monitors server health, and attempts recovery if the server crashes or becomes unresponsive. Server communication errors are logged and may be surfaced to users with troubleshooting guidance. The extension handles server initialization parameters and configuration, ensuring the server has access to project files and dependencies.
Server lifecycle is fully automated and hidden from users, contrasting with manual server management in some LSP clients
More user-friendly than requiring manual server startup commands, but less transparent than clients with explicit server status indicators
keyboard shortcut configuration and conflict resolution
Medium confidenceExposes keyboard shortcuts for language features (e.g., code completion via `Ctrl+Space`) and provides guidance for resolving conflicts with system or VSCode shortcuts. The extension documents known conflicts (e.g., macOS 'Select the previous input source' blocking `Ctrl+Space`) and offers workarounds. Users can rebind shortcuts via VSCode's keybindings editor, though the extension does not provide a custom UI for shortcut configuration.
Documents and provides workarounds for platform-specific keyboard shortcut conflicts, acknowledging that LSP clients cannot fully control system-level shortcuts
More transparent about limitations than extensions that silently fail to trigger features due to shortcut conflicts
ci/cd integration via gitlab ci packaging and distribution
Medium confidenceAutomates extension packaging and distribution through GitLab CI, building the extension on every push to the master branch and publishing to the Microsoft VSCode Marketplace. The CI pipeline handles versioning, testing, and artifact generation, ensuring consistent and reliable extension releases. This approach decouples extension development from manual packaging, reducing human error and enabling rapid iteration.
Uses GitLab CI for extension packaging, which is less common than GitHub Actions but provides tight integration with GitLab-hosted source code
Automated CI/CD ensures consistent releases compared to manual packaging, reducing the risk of version mismatches or missing dependencies
Capabilities are decomposed by AI analysis. Each maps to specific user intents and improves with match feedback.
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Best For
- ✓GreyCat developers writing code in VSCode
- ✓teams adopting GreyCat for graph database and ML projects
- ✓GreyCat developers writing graph queries and ML pipelines
- ✓teams building real-time data processing workflows with GreyCat
- ✓GreyCat developers managing multi-project codebases
- ✓teams onboarding to GreyCat and setting up development environments
- ✓GreyCat developers debugging code during development
- ✓teams establishing code quality standards and catching errors early
Known Limitations
- ⚠Semantic highlighting is separate from syntax highlighting and may not be fully implemented
- ⚠Highlighting accuracy depends on LSP server state — if project fails to load, highlighting may be incomplete
- ⚠No custom theme or tokenization rules exposed to users
- ⚠Completion fails if the GreyCat project is not properly loaded in the VSCode workspace (known issue documented)
- ⚠macOS users experience completion trigger conflicts with system keyboard shortcut 'Select the previous input source' — requires manual system settings modification to disable
- ⚠No fallback completion if LSP server is unavailable or unresponsive
Requirements
Input / Output
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Turns VSCode into a full-fledged Greycat IDE
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