{
  ai-tools-doctor = "Check and sync AI tool versions";
  approach = "Define the strategy and architecture (The How)";
  bd-issue-tracking = "BD issue tracking skill";
  code-review = "Multi-lens code review with issue filing";
  doc-review = "AI-assisted documentation review";
  hq = "Multi-agent orchestration with worker CLI";
  handoff = "Create structured handoff summaries";
  intent = "Capture the volition and problem space (The Why)";
  niri-window-capture = "Invisibly capture window screenshots";
  nix-review = "Nix-focused infrastructure review";
  ops-review = "Multi-lens ops/infrastructure review";
  orch = "Orchestration and consensus skill";
  brave-search = "Web search via Brave API";
  browser-tools = "Interactive browser automation via CDP";
  playwright-visit = "Browser automation and content extraction";
  ralph-work-loop = "Run iterative Work-phase execution via Ralph extension (pi-only)";
  review-gate = "Quality gate for agent work";
  screenshot-latest = "Find latest screenshots";
  spec-review = "Technical specification review";
  tufte-press = "Generate study card JSON";
  test-review = "Audit test quality for flakiness, tautologies, and anti-patterns";
  ui-query = "Query UI elements via accessibility APIs";
  verify-work = "The Gatekeeper: Run project build/tests before claiming success";
  work = "Execute and verify the implementation (The Do)";
  worklog = "Create structured worklogs";
  update-spec-kit = "Update spec-kit ecosystem";
  update-opencode = "Update OpenCode via Nix";
  web-search = "Search the web via Claude";
  web-research = "Deep web research with multiple backends";
}