Skills
Java Backend Development Patterns for Opik
Provides architectural patterns, naming conventions, and coding standards for developing the Opik Java backend. It covers layered architecture, dependency injection with Guice, and database interactions with MySQL and ClickHouse.
Opik Local Development Environment Management
Provides commands and procedures for managing the Opik local development environment, including service orchestration, builds, and migrations. It includes instructions for monitoring logs, configuring SDK overrides, and resolving common con…
Documentation and Release Note Patterns
Provides standardised templates and routing rules for creating pull request descriptions, changelogs, and feature documentation. It includes specific instructions for managing image assets and internationalised READMEs.
HTML Architecture Diagram Generation
Generates self-contained HTML architecture diagrams to visualise code changes, data flows, and architectural decisions. The output features responsive, theme-aligned layouts suitable for pull requests and technical documentation.
Opik Analytics Event Instrumentation
Provides guidance for instrumenting Opik features with analytics events using PostHog and Segment. It covers implementation patterns for both TypeScript frontend components and Java backend services, including handling reactive streams.
Software Testing Best Practices and Guidelines
Provides a framework for writing robust integration tests, emphasising the use of real-world fixtures, mocking external services, and implementing regression tests for bug fixes.
Sentry Skill Authoring Skill
An alias for the Sentry skill writer that provides a workflow for creating and updating agentic skills.
Sentry MCP end-to-end QA testing
Verifies changes against a local development server by executing quality gates and exercising MCP tools via a CLI client. It also validates authentication flows, stdio transport, and integration with external agent clients.
MCP Server Protocol Compliance Auditor
Audits Model Context Protocol (MCP) servers for specification compliance, metadata drift, and compatibility regressions. It validates lifecycle negotiation, tool definitions, resource handling, and transport security against established pro…
Sentry Logging and Error Handling Audit
An automated code review skill designed to enforce correct logging and error handling patterns within the Sentry MCP codebase. It ensures 4xx errors are handled without creating Sentry issues, while 5xx errors are correctly captured via log…
Automated GitHub Issue Triage
Automates the triage of GitHub issues by identifying duplicates, validating issue details through repository inspection, and drafting concise triage comments or issue updates.
Sentry Pull Request Writer
Automates the creation and editing of pull requests using established Sentry workflows. This skill serves as a legacy alias for the canonical PR writer.
Agent Skill Authoring and Evaluation
Design, refine, and audit reusable agent skills by creating structured SKILL.md files and evaluating trigger precision. The process includes auditing skill collections for redundancy and designing testable behaviour through evaluation promp…
Repository Review Automation Orchestrator
Orchestrates periodic repository review cycles by dispatching findings to specialised reviewers and aggregating results into reports, issues, or pull requests. It manages the end-to-end workflow, including finding normalisation and escalati…
Automated Pull Request Analysis and Repair
Automatically analyses open pull requests for CI failures, review feedback, and code quality issues, then executes a workflow to reproduce and resolve them.
Standardised Planning Workflows via Slash Commands
Standardises the execution of planning modes using local slash commands for requirements, design, and task management. It provides decision logic for choosing between specification-driven or direct execution workflows based on task complexi…
Automated MCP Attribution Triage and Repair
An auditable workflow for triaging, repairing, and closing MCP and skills-related attribution issues. It automates the process of inspecting execution traces, creating GitHub issues, and implementing fixes within isolated worktrees.
Agoragentic Agent Operating System
An agent operating system for deploying and managing swarms that routes tasks to specialised providers and settles payments in USDC on Base L2. It provides an abstraction layer for executing AI capabilities without hardcoding specific provi…
Local Agent Skill Management and Sync
Standardise, validate, and synchronise local skill directories into agent environments such as Claude or Cursor. It facilitates the conversion of non-standard folders into standardised SKILL.md structures and manages path mappings via symli…
Automated Git Delivery and Workflow Management
Automates git delivery processes including conventional commits, pull request creation, and release note generation. It also provides automated triage and fixes for failed GitHub Actions using isolated worktrees.
Documentation and Extension Workflows
Provides reusable workflows for generating standardised documentation, issue drafts, and prototype plans using predefined templates. It automates the creation of tutorials, command templates, and MCP design reviews.
Professional Word Document Redlining Skill
This skill enables programmatic redlining of DOCX files by applying edits as native Track Changes. It allows for high-fidelity extraction, document comparison, and managing comments or existing changes.
Repository Documentation Freshness Review
Audits repository documentation to identify stale statements, broken references, and drift between README files and published documentation. It compares existing docs against the current codebase and generated assets to ensure accuracy duri…
Automated Codebase Audit and Repair
Performs a comprehensive codebase review to identify security, logic, and quality issues, then automatically creates GitHub issues and submits fixes via isolated git worktrees.