Browse all
Structured Skill for Metric Benchmarking and Logging
This skill defines and extracts comprehensive comparison metrics and baseline values from existing analysis notebooks. It appends a structured Phase 3 benchmark entry to the experiment's log.json, ensuring all necessary metrics are recorded…
Create structured git commits with best practices
This skill guides the user through creating professional, atomic git commits by enforcing the conventional commit format. It ensures proper staging and adherence to industry best practices for version control.
Analyze existing machine learning experiment setup
This skill systematically reads an experiment directory to extract comprehensive metadata regarding the baseline ML implementation. It captures details such as model parameters, preprocessing steps, dependencies, and data characteristics in…
Structured Research Source Analysis and Extraction
This skill reads materialized research sources—including papers, notebooks, or conceptual ideas—and extracts structured, actionable intelligence. It compiles findings into a standardized JSON format detailing methods, limitations, and imple…
XcodeBuildMCP for Apple Platform Automation
Provides a comprehensive toolset for automating Xcode builds, testing, and debugging across iOS, macOS, and other Apple platforms. It enables simulator management, physical device workflows, LLDB debugging, and UI automation via the Model C…
Comprehensive code review for bugs and security
This skill performs comprehensive code analysis, checking for logic errors, security vulnerabilities, and performance bottlenecks. It provides actionable, structured feedback covering best practices and maintainability.
Unified CLI for Xcode Build and Testing
This tool provides a unified CLI wrapper for managing complex iOS, macOS, and watchOS build, test, and run cycles. It simplifies development workflows, offering built-in support for debugging, UI automation, and session configuration, repla…
XcodeBuildMCP Tool Contract Review
Automates the verification of XcodeBuildMCP tool contract changes by auditing implementation, manifests, and workflow configurations. It enforces guardrails for schema metadata, module exports, and manifest identifier consistency.
State management for multi-phase research experiments
This skill maintains a canonical, machine-readable JSON snapshot of an experiment's progress. It must be updated rigorously at phase boundaries, during long operations, and upon failure to provide real-time state visibility for external das…
Systematic research method implementation and benchmarking
This skill automates the systematic implementation of novel research methods into a structured Jupyter notebook. It ensures fair benchmarking by using existing data splits and logging all dependencies and metrics into a structured JSON log …
XcodeBuildMCP Structured Output Review
Validates structured output schema correctness, versioning, and JSON fixture compatibility within the XcodeBuildMCP ecosystem. It ensures schema changes maintain backward compatibility and adhere to established guardrails.
Xcode Build Test Boundary and Guardrail Review
This skill reviews the test boundaries and guardrails for XcodeBuildMCP, ensuring unit tests maintain isolation and do not call real external processes or build tools. It validates test scope, contract adherence, and necessary build command…
Manages research experiment lifecycle and setup
This skill manages the entire lifecycle of a research experiment, handling setup, source materialization, and final bookkeeping. It initializes structured directories, copies baseline assets, and updates multiple JSON tracking files for rep…
Evaluate research results and compare implementations
This skill automates the final evaluation phase of research experiments. It compares metrics between a baseline and a new implementation, determining a formal verdict and generating comprehensive, machine-readable reports for tracking and c…
Automated experiment benchmarking and metric extraction
Defines comparison metrics and extracts baseline values from notebook outputs to record them in a structured JSON log for downstream evaluation.
Review XcodeBuildMCP snapshot fixture contracts
This skill reviews the integrity of snapshot fixtures and contracts for XcodeBuildMCP outputs (MCP, CLI, JSON). It enforces guardrails to ensure fixture updates reflect intentional behavior changes and maintain structured output consistency…
Review XcodeBuildMCP Runtime Boundaries
This skill reviews guardrails for runtime routing and invocation boundaries across XcodeBuildMCP components, including CLI, daemon, and IDE integrations. It ensures consistency by inspecting tool catalogs and validating stateful routing log…
XcodeBuildMCP Documentation and Release Review
This skill automates the verification of documentation, CLI command references, and release scripts to ensure consistency across changelogs and website manifests. It validates that release notes and installation snippets align with the curr…
Analyze existing machine learning baseline implementation
This skill systematically analyzes a given experiment directory to extract comprehensive metadata about the existing ML pipeline. It captures details such as model parameters, preprocessing steps, dependencies, and data characteristics, log…
XcodeBuildMCP Rendering and Streaming Review
This skill reviews the architectural guardrails for XcodeBuildMCP's rendering pipeline, focusing specifically on boundary violations in streaming fragments and output modes. It ensures adherence to canonical structured output while maintain…
Review XcodeBuildMCP Packaging and Resources
This skill reviews the integrity of XcodeBuildMCP packaging, focusing on resource-root, build artifacts, and portable macOS distribution changes. It validates guardrails across key files and scripts to ensure consistent and reliable deploym…
Review Xcode CLI documentation for outdated commands
This skill analyzes XcodeBuildMCP changelogs and manifests to identify outdated or misleading CLI command references. It flags instances where removed commands are presented as current guidance, ensuring documentation accuracy for agents an…
Dingo Article Fact-Checker
Extracts and verifies factual claims from Markdown, text, or JSONL files using the Dingo SDK and web search integration. It provides a structured report including accuracy scores and evidence for disputed claims.
Pre-commit code analysis and validation utility
This utility provides comprehensive pre-commit analysis for codebases, allowing developers to validate uncommitted changes, specific files, or git references. It supports automated fixing and severity-based failure thresholds, ensuring code…