config-schema-migrator
Expert at evolving Pydantic configuration schemas with backward compatibility and automated migrations
convergence-debugger
Expert debugging guide for AI Counsel's convergence detection system. Use when deliberations aren't converging as expected, early stopping fails, semantic similarity seems wrong, or voting vs semantic status conflicts occur.
decision-graph-analyzer
Query and analyze the AI Counsel decision graph to find past deliberations, identify patterns, and debug memory issues
adapter-factory
Guide for creating new CLI or HTTP adapters to integrate AI models into the AI Counsel deliberation system
mcp-server-enhancement
Guide for safely adding new MCP tools to the AI Counsel server
deliberation-tester
Test-Driven Development patterns for testing AI deliberation features. Use when adding new deliberation features, adapters, convergence detection, or decision graph components. Encodes TDD workflow: write test first → implement → verify.
plugin-setup-creator
Create a shareable Claude Code plugin package containing your commands, hooks, output styles, status lines, and agents. Use when you want to package and distribute your Claude Code customizations, create team plugins, or export your personal setup.
release
Create software releases with version bumping, changelog updates, git tags, and GitHub releases. Use when: "create a release", "bump version", "tag release", "publish version", "/release". Handles VERSION files, package.json, Cargo.toml, pyproject.toml, and go.mod projects.
implementation-planner
Generate comprehensive implementation plans for features. Use when user requests "help me implement X", "create a plan for X", "break down feature X", "how should I build X", or asks for detailed implementation guidance. Activates for planning requests, not exploratory design discussions.