Tag: code-analysis
Introspecting the AgentScope Library Documentation
This skill provides comprehensive introspection into the AgentScope library, enabling developers to search for usage guidance, locate implementation examples, or view the structure of specific modules, classes, and functions.
Codebase Graph Indexing and Querying Tool
This utility indexes an entire codebase into a graph database, enabling advanced semantic search, call graph analysis, and relationship querying. It provides both a command-line interface and an MCP server for seamless integration into deve…
Gemini CLI for Large Codebase Analysis
Initiates an interactive Gemini CLI session, providing a large 1M context window ideal for deep analysis of extensive codebases. It manages both new sessions and follow-up tasks, returning a task ID for immediate result checking.
Codex CLI for Deep Code Analysis and Reasoning
Initiates an interactive command-line session with OpenAI Codex, enabling deep reasoning, comprehensive code review, and detailed analysis based on user prompts. It manages both new sessions and follow-up continuations.
Reviewing discount policy fixtures with checklist
This skill provides a structured workflow for inspecting and reviewing discount policy fixtures. It executes a helper script to generate a maintainer report detailing ticket IDs, severity, ownership, and minimal required fixes.
comprehensive code review for security and bugs
Analyzes provided codebases to identify logical bugs, security vulnerabilities (such as injection risks), and deviations from established best practices. Findings are structured by severity level with actionable remediation suggestions.
Identify and run correlated tests
Identify and execute only the specific tests that cover a modified source file to accelerate the feedback loop. It uses LSP capabilities to map source files to their corresponding test files and functions.
Codebase Understanding and Dependency Mapping
This tool generates a comprehensive Code Map by analyzing an entire file or module, synthesizing cross-symbol relationships, call hierarchies (up to two levels), and references. It provides a holistic view of a codebase's structure, moving …
Finds all concrete implementations of interfaces and types
This skill identifies all concrete types that implement a given interface or extend an abstract type, providing a comprehensive view of the implementation surface. It is crucial for assessing the impact of API changes, such as modifying met…
LSP Symbol and File Impact Analysis
Performs blast-radius analysis for symbols or files by identifying callers, type hierarchies, and reference counts. It helps developers assess the impact of refactoring, deleting, or modifying code signatures.
Comprehensive LSP Symbol Exploration and Analysis
This skill provides comprehensive code understanding by gathering type information, call hierarchy, implementations, and all reference sites for a given symbol path in a single pass. It leverages the Language Server Protocol (LSP) to genera…
Cross-Repository Library Symbol Analysis
Performs multi-root analysis to find all usages of a library symbol across multiple consumer repositories. This is essential for verifying the impact of API changes or symbol deletions across decoupled codebases.
Three-tier symbol documentation lookup utility
This tool provides robust, multi-tiered documentation lookup for any symbol, progressing from fast LSP hover to authoritative toolchain documentation, and finally to raw source extraction. It is designed to reliably resolve symbols, particu…
Semantic Code Analysis and Refactoring Toolkit
This skill provides access to JetBrains IDE indexing capabilities, enabling deep semantic code operations such as finding references, resolving definitions, and performing safe refactoring. It is designed to supersede basic text search for …
Automated Codebase Documentation Generator Pipeline
This skill orchestrates a comprehensive, multi-phase pipeline using specialized agents to analyze a codebase, conduct deep research, and generate structured documentation. It ensures conflict-free file ownership and includes a final QA vali…
Explore codebases and trace execution flows
This skill enables developers to deeply explore unfamiliar codebases by tracing execution flows, understanding architectural components, and mapping symbol dependencies. It provides structured access to process traces and component relation…
Codebase Debugging and Execution Flow Tracing
This tool facilitates deep code introspection by querying execution flows, identifying function dependencies, and tracing complex call chains across a codebase. It allows developers to pinpoint the root cause of bugs, errors, or unexpected …
Navigate and understand complex codebases
This skill leverages the GitNexus knowledge graph to provide deep insights into unfamiliar codebases. Developers can trace execution flows, understand symbol dependencies, and map functional areas using structured queries.
Codebase Debugging and Call Chain Tracing
This tool facilitates deep code introspection by querying the codebase graph to trace execution flows, identify function dependencies, and pinpoint the root cause of errors. It supports advanced graph queries to map complex call chains and …
Deep evidence and dependency tracing skill
This skill provides deep, focused evidence tracing for specific application components. It allows developers to map dependencies, usage, and supporting evidence for targets like routes, schemas, files, and database entities.
Advanced Project Intelligence and Code Analysis
This skill acts as an entry point for Mako, a project-intelligence MCP server designed to answer structural or cross-surface engineering questions. It provides specialized tools for deep introspection into codebases, including schema tracin…
Mako AI Project Intelligence Guide
An entry point for navigating the Mako project-intelligence MCP server, providing guidance on tool selection, workflow orchestration, and feedback logging policies.
Focused evidence tracing for code dependencies
This skill provides focused evidence tracing across a codebase, allowing developers to map dependencies, understand implementation details, and assess the blast radius of changes. It supports tracing routes, schemas, files, tables, and erro…
Static Code Analysis and Pattern Matching Tool
This suite provides syntax-aware capabilities for deep code analysis, allowing developers to perform structural pattern searches (AST-grep) across various languages, run focused static diagnostics, or draft new linting rules from code fixes…