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Kh Workflow Orchestration

Superseded by: docs/plans/phase-0-investigation/kh-sdlc-workflow.md (S47, 2026-05-15). This doc captured the initial S45 outline of roles, skills, and integrations. Read the canonical SDLC workflow doc first; use this only for historical context.

Knowledge Hub Workflow Orchestration

Section titled “Knowledge Hub Workflow Orchestration”

Agents/Roles

Section titled “Agents/Roles”
  • Workflow Orchestrator (responsible for orchestrating SDLC workflow)
  • Workflow Auditor (reviews sessions to monitor alignment to workflow approach and identifies areas for improvement/refinement)
    • claude-md-management (plugin)
  • Workflow Evaluator
    • create-skill (warp)
    • update-skill (warp)

SDLC Skills

Section titled “SDLC Skills”

Planning:

  • brainstorming
  • idea-refine

Design:

  • supabase-postgres-best-practices (DB)
  • api-and-interface-design (API)
  • vercel-react-best-practices (Frontend)
  • web-design-guidelines (Frontend)
  • interaction-design (Interactions)
  • mobile-design (Mobile)

Implementation:

  • spec-driven-implementation
  • write-tech-spec
  • write-product-spec
  • implement-specs

QA:

  • code-review-and-quality
  • code-simplification
  • commit-commands (plugin)
  • codebase-review (point in time codebase wide bug audit)

Testing:

  • studio-e2e-tests (playwright/supabase)
  • playwright-best-practices (E2E)
  • agent-browser (Manual testing)
  • web-quality-audit
  • chrome-cdp
  • warp-integration-test (Warp)
  • fix-errors (Warp)

Documentation:

  • documentation-and-adrs
  • mermaid-diagrams

Deployment:

  • resolve-merge-conflicts (Warp)
  • pr-review-toolkit (plugin)
  • github-actions-templates
  • ci-cd-and-automation
  • diagnose-ci-failures (Warp)

AI feature-specific Development Skills

Section titled “AI feature-specific Development Skills”
  • Agent Development
  • context-engineering-collection
  • prompt-engineering-patterns
  • mcp-builder
  • create-skill (warp)
  • update-skill (warp)
  • create-mcp-app
  • plugin-dev (plugin)

MCP

Section titled “MCP”
  • context7 (Design/Debugging)
  • supabase (DB)
  • chrome-devtools (Debugging)

Integrations/Tooling

Section titled “Integrations/Tooling”
  • Astro/Starlight - Document Management
  • Taskmaster - Task Management
    • Linear (future)
  • MemPalace - Memory
  • Plannotator - AI/Human documentation interaction
  • cocoindex-code & GitNexus (codebase context)

Skills

Section titled “Skills”
  • ccc (cocoindex-code), gitnexus/
  • cocoindex
  • plannotator (plugin)
  • mempalace (plugin)