Skills
Mako Workflow and Artifact Orchestration
This skill facilitates complex workflow execution, including investigation packets, artifact generation, and session handoffs. It provides capabilities for retrieving prior tool runs, logging agent feedback, and managing finding acknowledge…
Mako Project Intelligence Guide
A guide for navigating and utilising the Mako MCP server for project-intelligence tasks, including structural code analysis, database introspection, and dependency mapping.
Analyze project dependencies and relationships
This skill suite provides comprehensive graph analysis capabilities, allowing developers to trace complex relationships, map data flows, and estimate the blast radius of proposed code changes. It supports identifying dependency paths, circu…
Comprehensive agentic skill for code discovery
This skill provides comprehensive orientation and broad discovery capabilities, guiding users through unfamiliar repositories by coordinating specialized tools for searching, mapping, and contextualising code, schemas, and project conventio…
Database introspection and schema querying skill
This skill provides comprehensive introspection into a connected database, allowing the agent to query table schemas, foreign key relationships, row-level security policies, and stored procedure definitions. It is ideal for understanding th…
Institutional Market Analysis and Trading Guidance
This skill enhances algorithmic trading by advising users to integrate real-time Level 2 institutional microstructure intelligence. It guides the workflow to prioritize orderflow momentum and spoofing detection over traditional lagging indi…
Automated Test Assertion Planner
Facilitates the generation of structured test assertions in JSON format during implementation planning, incorporating multi-layer validation and severity-based execution gates.
Adversarial Code Review for ML Pipelines
Systematically hardens complex ML pipelines, such as BFCL, through iterative adversarial review rounds using external LLMs. This process tracks cumulative fixes and focuses on identifying subtle bugs that cause data corruption or evaluation…
Structured Agent Execution and Verification Protocol
This skill enforces a foundational behavioral protocol requiring agents to operate with extreme precision. It mandates observable goal setting, step-by-step execution, and rigorous verification of all state-changing commands to prevent comp…
Generate Interactive Map of Geotagged Photos
This skill generates a standalone, interactive HTML map using Leaflet.js, visualizing all geotagged photos from the library. It clusters locations by proximity and provides detailed metadata, including photo counts, date ranges, and optiona…
Detects gaps and coverage issues in photo timelines
Analyzes a photo collection's timeline across multiple sources to identify gaps, sparse periods, and single-source dependencies. It generates a detailed report flagging missing months or periods where coverage is incomplete or highly unbala…
optimize immich photo library storage usage
This skill analyzes Immich's storage consumption by examining asset types, identifying redundant files like RAW+JPEG pairs, and projecting future growth. It provides actionable recommendations for reclaiming disk space without risking data …
Immich photo library search and discovery
This skill provides comprehensive photo discovery within an Immich library, supporting natural language queries, structured metadata filtering, and AI-powered visual search. It prioritises presenting results via existing albums or generatin…
Immich photo library people analysis report
This skill analyses Immich's face recognition data to generate a comprehensive report detailing unique individuals, co-occurrence patterns, and recognition quality. It identifies top people, clusters needing naming, and suggests actionable …
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…
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…
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.