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Immich Photo Duplicate Analysis Skill
This skill analyses Immich photo libraries using perceptual hashing to identify visually identical images across different import sources, even when re-encoding has altered file checksums. It generates detailed reports and provides recommen…
Advanced photo metadata repair and inference
This skill scans photo libraries to detect and propose fixes for common metadata issues, such as suspicious timestamps, missing GPS, or incorrect timezones. It uses advanced inference techniques, including neighbor interpolation and geograp…
Comprehensive Immich Photo Library Health Audit
Performs a deep, read-only audit of an Immich photo library, analysing asset inventory, storage usage, metadata completeness, and temporal gaps. It generates a detailed report with actionable recommendations based on complex SQL queries and…
Intelligent Photo Album Curation and Suggestion
This skill analyzes new photo imports against existing albums, generating suggestions using a weighted score based on GPS proximity, CLIP visual similarity, and temporal fit. It profiles albums by type (e.g., location, event, theme) and req…
Automated GitHub Issue Reporter for Terminator
This skill automates the collection of system information, error logs, and reproduction steps to generate detailed GitHub issues for Terminator bugs. It identifies error categories and suggests immediate workarounds for common failure patte…
Curate and manage Immich photo albums
This skill automates the creation, curation, and publication of photo albums within Immich, prioritizing geographical organization over dates. It utilizes advanced search capabilities (GPS, CLIP) to gather assets and generates interactive H…
Remote Machine Control via MCP CLI
This command-line tool provides comprehensive remote control capabilities by interfacing with a target machine's MCP endpoint. It allows developers to execute arbitrary shell or JavaScript commands, perform UI automation actions, and captur…
final cut pro xml timeline analysis and editing
This skill provides comprehensive agentic capabilities for managing, analyzing, and modifying Final Cut Pro XML files. It supports advanced post-production workflows, including quality control, timeline repair, and cross-NLE format exportin…
Multi-DEX Perpetual Futures Trading CLI
This command-line interface provides comprehensive multi-DEX support for perpetual futures trading across major chains including Solana, HyperEVM, Ethereum, and BNB Chain. It facilitates complex strategies such as cross-exchange arbitrage, …
AST-based smart code review and quality analysis
This skill performs deep, AST-aware code reviews by analyzing diffs across various scopes (staged, branch, commit). It identifies bugs, security flaws, and performance issues, providing structured feedback including a quality score and acti…
Critically review and refine agent outputs
This skill facilitates the critical evaluation and refinement of generated content, ensuring adherence to specified constraints and improving overall quality. It acts as a final validation layer for complex agentic workflows.
Advanced Excel Automation via Model Context Protocol
This skill provides comprehensive automation for Microsoft Excel, enabling advanced data manipulation, formatting, and analysis. It supports complex features including DAX, Power Query, PivotTables, and structured data model management.
CLI Tool for Advanced Excel Automation
This tool provides a robust command-line interface for automating complex Excel operations on Windows. It supports advanced features like Power Query, DAX, and batch processing, making it ideal for CI/CD pipelines and unattended data workfl…
Learn codebase conventions and best practices
This skill provides comprehensive documentation of a codebase's specific architectural patterns, including guidelines for error handling, testing, code style, and file structure. It trains agents on the established conventions necessary for…
Reliable release tag resolution in workflows
This skill provides robust methods for recovering annotated release tags or version numbers when a GitHub workflow is triggered via workflow_run. It advises developers on using git tag lookups against the head SHA to ensure accurate version…
Upgrading GitHub Actions to Node 24
Provides a methodology for upgrading GitHub Actions references from deprecated Node 20 runtimes to Node 24 using the smallest safe major version bumps. It includes patterns for verifying runtime compatibility and inspecting composite action…
Safely retiring obsolete package distribution surfaces
This skill outlines a structured pattern for safely removing an outdated package distribution surface from a repository. It guides developers through systematically eliminating lingering artifacts, build logic, and release steps to prevent …
Structuring cross-repo publishing documentation
This skill guides the accurate documentation of cross-repository publishing workflows by separating operational details (like sync gates and version guards) into maintainer documentation. It ensures user-facing guides remain concise while p…
Core conventions for programmatic Excel automation
This guide outlines the critical architectural patterns and conventions for developing robust Excel automation tools using COM interop. It details best practices for error propagation, COM object cleanup, and structured testing within the E…
Hardening pre-commit checks for reliable releases
This skill guides developers on hardening pre-commit hooks to prevent release failures, particularly those stemming from packaging or metadata mismatches. It ensures local checks accurately replicate the exact commands used in the final rel…
Documenting plugin release mechanics safely
Provides guidelines for accurately documenting how a repository publishes plugin artifacts, ensuring descriptions avoid overclaiming client-specific installation behaviour or universal compatibility.
Plugin Overlay Bundling for Artifact Management
This skill implements a pattern for managing plugin artifacts by layering source-owned helper files and skill content over validated published templates. It ensures source repositories maintain control over release-coupled logic without blo…
Smoke regression testing for build scripts
This skill validates packaging and publishing scripts by asserting the real script exit path and final output summary. It ensures that build regressions are caught beyond simple file existence checks.
mcp schema enum compatibility regression testing
This skill addresses schema generation issues where nullable enum signatures cause MCP clients to reject tool definitions. It ensures strict-client compatibility by managing enum arrays, particularly by treating optional enum inputs as stri…