MCPInstall

understand-dashboard

Launch the interactive web dashboard to visualize a codebase's knowledge graph

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/egonex-ai/understand-anything --skill understand-dashboard
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads understand-dashboard automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

/understand-dashboard

Start the Understand Anything dashboard to visualize the knowledge graph for the current project.

Instructions

  1. Determine the project directory and data directory:

    • If $ARGUMENTS contains a path, use that as the project directory
    • Otherwise, use the current working directory
    • Prefer the legacy .understand-anything/ data directory when it exists, otherwise use .ua/

    Use the Bash tool to resolve:

    PROJECT_ARG="$ARGUMENTS"
    if [ -n "$PROJECT_ARG" ]; then
      PROJECT_DIR=$(cd "$PROJECT_ARG" 2>/dev/null && pwd -P)
    else
      PROJECT_DIR=$(pwd -P)
    fi
    
    if [ -z "$PROJECT_DIR" ] || [ ! -d "$PROJECT_DIR" ]; then
      echo "Error: Project directory not found: ${PROJECT_ARG:-$PWD}"
      exit 1
    fi
    
    if [ -d "$PROJECT_DIR/.understand-anything" ]; then
      UA_DIR="$PROJECT_DIR/.understand-anything"
    else
      UA_DIR="$PROJECT_DIR/.ua"
    fi
    
  2. Check that $UA_DIR/knowledge-graph.json exists in the project directory. If not, tell the user:

    No knowledge graph found. Run /understand first to analyze this project.
    

    Use the Bash tool to check:

    if [ ! -f "$UA_DIR/knowledge-graph.json" ]; then
      echo "No knowledge graph found. Run /understand first to analyze this project."
      exit 1
    fi
    
  3. Find the dashboard code. The dashboard is at packages/dashboard/ relative to this plugin's root directory. Check these paths in order and use the first that exists:

    • ${CLAUDE_PLUGIN_ROOT}/packages/dashboard/ (Claude Code runtime root, highest priority)
    • ~/.understand-anything-plugin/packages/dashboard/ (universal symlink, all installs)
    • Two levels up from ~/.agents/skills/understand-dashboard real path (self-relative fallback)
    • Two levels up from ~/.copilot/skills/understand-dashboard real path (Copilot personal skills fallback)
    • Common clone-based install roots:
      • ~/.codex/understand-anything/understand-anything-plugin/packages/dashboard/
      • ~/.opencode/understand-anything/understand-anything-plugin/packages/dashboard/
      • ~/.pi/understand-anything/understand-anything-plugin/packages/dashboard/
      • ~/understand-anything/understand-anything-plugin/packages/dashboard/

    Use the Bash tool to resolve:

    SKILL_REAL=$(realpath ~/.agents/skills/understand-dashboard 2>/dev/null || readlink -f ~/.agents/skills/understand-dashboard 2>/dev/null || echo "")
    SELF_RELATIVE=$([ -n "$SKILL_REAL" ] && cd "$SKILL_REAL/../.." 2>/dev/null && pwd || echo "")
    COPILOT_SKILL_REAL=$(realpath ~/.copilot/skills/understand-dashboard 2>/dev/null || readlink -f ~/.copilot/skills/understand-dashboard 2>/dev/null || echo "")
    COPILOT_SELF_RELATIVE=$([ -n "$COPILOT_SKILL_REAL" ] && cd "$COPILOT_SKILL_REAL/../.." 2>/dev/null && pwd || echo "")
    
    PLUGIN_ROOT=""
    for candidate in \
      "${CLAUDE_PLUGIN_ROOT}" \
      "$HOME/.understand-anything-plugin" \
      "$SELF_RELATIVE" \
      "$COPILOT_SELF_RELATIVE" \
      "$HOME/.codex/understand-anything/understand-anything-plugin" \
      "$HOME/.opencode/understand-anything/understand-anything-plugin" \
      "$HOME/.pi/understand-anything/understand-anything-plugin" \
      "$HOME/understand-anything/understand-anything-plugin"; do
      if [ -n "$candidate" ] && [ -d "$candidate/packages/dashboard" ]; then
        PLUGIN_ROOT="$candidate"; break
      fi
    done
    
    if [ -z "$PLUGIN_ROOT" ]; then
      echo "Error: Cannot find the understand-anything plugin root."
      echo "Checked:"
      echo "  - ${CLAUDE_PLUGIN_ROOT:-<unset CLAUDE_PLUGIN_ROOT>}"
      echo "  - $HOME/.understand-anything-plugin"
      echo "  - ${SELF_RELATIVE:-<unresolved path derived from ~/.agents/skills/understand-dashboard>}"
      echo "  - ${COPILOT_SELF_RELATIVE:-<unresolved path derived from ~/.copilot/skills/understand-dashboard>}"
      echo "  - $HOME/.codex/understand-anything/understand-anything-plugin"
      echo "  - $HOME/.opencode/understand-anything/understand-anything-plugin"
      echo "  - $HOME/.pi/understand-anything/understand-anything-plugin"
      echo "  - $HOME/understand-anything/understand-anything-plugin"
      echo "Make sure you followed the installation instructions for your platform."
      exit 1
    fi
    
    DASHBOARD_DIR="$PLUGIN_ROOT/packages/dashboard"
    
  4. Fast path — try the prebuilt viewer first (no install, no build). Each release ships a self-contained viewer tarball; run it pinned to the installed plugin version:

    : "${PLUGIN_ROOT:?Run step 3 first so PLUGIN_ROOT is set}"
    : "${PROJECT_DIR:?Run step 1 first so PROJECT_DIR is set}"
    PLUGIN_VERSION=$(node -p "require('$PLUGIN_ROOT/package.json').version")
    VIEWER_URL="https://github.com/Egonex-AI/Understand-Anything/releases/download/v${PLUGIN_VERSION}/understand-anything-viewer.tgz"
    npx --yes "$VIEWER_URL" "$PROJECT_DIR"
    

    Run this in the background. It prints the same 🔑 Dashboard URL line as the dev server:

    • If the line appears, skip steps 5-6 and continue at step 7.
    • If the process exits without printing it (no release asset for this version, or no network), fall back to steps 5-6.
  5. Fallback: install dependencies and build if needed:

    : "${PLUGIN_ROOT:?Run step 3 first so PLUGIN_ROOT is set}"
    DASHBOARD_DIR="${DASHBOARD_DIR:-$PLUGIN_ROOT/packages/dashboard}"
    cd "$DASHBOARD_DIR" && (pnpm install --frozen-lockfile 2>/dev/null || pnpm install)
    

    Then ensure the core package is built (the dashboard depends on it):

    : "${PLUGIN_ROOT:?Run step 3 first so PLUGIN_ROOT is set}"
    cd "$PLUGIN_ROOT" && pnpm --filter @understand-anything/core build
    
  6. Fallback: start the Vite dev server pointing at the project's knowledge graph:

    : "${PROJECT_DIR:?Run step 1 first so PROJECT_DIR is set}"
    : "${DASHBOARD_DIR:?Run step 5 first so DASHBOARD_DIR is set}"
    cd "$DASHBOARD_DIR" && GRAPH_DIR="$PROJECT_DIR" npx vite --host 127.0.0.1
    

    Run this in the background so the user can continue working.

  7. Capture the access token URL from the server output. The server (viewer or Vite) prints a line like:

    🔑  Dashboard URL: http://127.0.0.1:<PORT>?token=<TOKEN>
    

    Extract the full URL including the ?token= parameter. The token is required to access the knowledge graph data — without it the dashboard will show an "Access Token Required" gate.

  8. Report to the user, including the full tokenized URL:

    Dashboard started at http://127.0.0.1:<PORT>?token=<TOKEN>
    Viewing: $UA_DIR/knowledge-graph.json
    
    The dashboard is running in the background. Press Ctrl+C in the terminal to stop it.
    

    Important: Always include the ?token= parameter in the URL you share. If you omit it, the user will be blocked by the token gate and have to manually find the token in the terminal output.

Notes

  • The fast path (step 4) downloads a version-pinned, self-contained viewer from the GitHub release — nothing is installed into the plugin directory and no build runs
  • The dashboard auto-opens in the default browser (both the viewer and Vite's --open)
  • If port 5173 is already in use, the next available port is picked (both paths)
  • In the fallback, the GRAPH_DIR environment variable tells the dev server where to find the knowledge graph

FAQ

What does the understand-dashboard skill do?

Launch the interactive web dashboard to visualize a codebase's knowledge graph

How do I install understand-dashboard?

Run npx skills add https://github.com/egonex-ai/understand-anything --skill understand-dashboard in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/understand-dashboard/ (personal) or .claude/skills/understand-dashboard/ (project).

Which AI agents can use understand-dashboard?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is understand-dashboard safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains understand-dashboard?

It is published by egonex-ai in egonex-ai/understand-anything. It has 3,849 recorded installs.

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