Agent Claude Code
Triages GitHub issues by investigating whether they've been resolved in the codebase, recommending closures, and helping craft polite closure messages. Use when doing bug triage sessions or cleaning up stale issues.
Agent Claude Code
Reviews code for ToolHive best practices, security patterns, Go conventions, and architectural consistency.
Agent Claude Code
Maintains consistent documentation, updates CLI docs, and ensures documentation matches code behavior.
Agent Claude Code
Write, generate, or create new Go code — functions, structs, interfaces, methods, or complete packages.
Agent Claude Code
Specialized in Kubernetes operator patterns, CRDs, controllers, and cloud-native architecture for ToolHive.
Agent Claude Code
PROACTIVELY use for MCP protocol questions, transport implementations, JSON-RPC debugging, and spec compliance verification. Expert in the current stable MCP specification.
Agent Claude Code
Specialized in OAuth 2.0, OIDC, token exchange, and authentication flows for ToolHive.
Agent Claude Code
Security guidance for code reviews, architecture decisions, auth implementations, and threat modeling.
Agent Claude Code
Observability and monitoring guidance — OpenTelemetry instrumentation, metrics, tracing, and monitoring stack configuration.
Agent Claude Code
Architectural oversight, task breakdown, and delegation for complex multi-component features.
Agent Claude Code
Codebase knowledge, navigation, and implementation guidance — use for understanding existing code and patterns.
Agent Claude Code
Write comprehensive unit tests for Go code — functions, methods, or components that need thorough test coverage.
Hook Claude Code
Runs after a tool call finishes for Edit and Write tool calls, running an inline shell check. From stacklok/toolhive.
Settings file Claude Code
Agent settings declaring 1 hook event (PostToolUse) and 29 allowed tools.
Skill Claude CodeCodex
Captures a team convention or best practice and adds it to the appropriate .claude/rules/ or .claude/agents/ file.
Skill Claude CodeCodex
Validates operator chart contribution practices (helm template, ct lint, docs generation) before committing changes.
Skill Claude CodeCodex
Augments human code review by summarizing changes, surfacing key review questions, assessing test coverage, and identifying low-risk sections. Use when reviewing a diff, PR, or code snippet as a senior review partner.
Skill Claude CodeCodex
Finds flaky tests on the main branch by analyzing GitHub Actions failures, ranks them by frequency, and enters parallel plan mode to design deflake strategies. Use when you want to find and fix the flakiest tests.
Skill Claude CodeCodex
Deploy the OpenTelemetry observability stack (Prometheus, Grafana, OTEL Collector) to a Kind cluster for testing toolhive telemetry. Use when you need to set up monitoring, metrics collection, or observability infrastructure.
Skill Claude CodeCodex
Deploys a VirtualMCPServer configuration locally for manual testing and verification.
Skill Claude CodeCodex
Reviews documentation for factual accuracy.
Skill Claude CodeCodex
Implements a GitHub user story from planning through PR creation, with research, codebase analysis, and structured commits.
Skill Claude CodeCodex
Generates polished GitHub release notes for a ToolHive release by analyzing every merged PR, cross-referencing linked issues, dispatching expert agents to assess breaking changes, and producing a formatted release body. Use when the user provides a GitHub release URL, tag name, or says "release notes".
Skill Claude CodeCodex
Analyzes current changes and suggests how to split them into smaller, reviewable PRs.