Mmcp.market

understand-dashboard skill

by Egonex-AI·Egonex-AI/Understand-Anything·84k stars·MIT

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

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Install the understand-dashboard skill

A skill is a folder. Copy it into your agent's skills folder and the agent loads it when the task matches its description.

git clone --depth 1 https://github.com/Egonex-AI/Understand-Anything.git /tmp/Understand-Anything
mkdir -p ~/.claude/skills
cp -r /tmp/Understand-Anything/understand-anything-plugin/skills/understand-dashboard ~/.claude/skills/understand-dashboard
available in every project

In the Claude apps, zip the folder and upload it from the Skills settings. The folder on GitHub

The instructions your agent would load

SKILL.md as published, without the frontmatter. Read it on GitHub

/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
  1. 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
  1. 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:
  • ${CLAUDEPLUGINROOT}/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 "$PLUGIN_ROOT" ]; then
     echo "Error: Cannot find the understand-anything plugin ro
  1. Fast path — try the prebuilt viewer first (no install, no build). Each release ships a self-contained viewer tarball; run it pinned to the installed plugin version:
: "${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.
  1. 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
  1. 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.

  1. 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.

  1. 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

More skills from Egonex-AI/Understand-Anything

  • AunderstandAnalyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships
  • Aunderstand-chatUse when you need to ask questions about a codebase or understand code using a knowledge graph
  • Aunderstand-diffUse when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
  • Aunderstand-domainExtract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.
  • Aunderstand-explainUse when you need a deep-dive explanation of a specific file, function, or module in the codebase
  • Aunderstand-figmaAnalyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component sets, instances, design tokens) with a kind:"design" dashboard.
  • Aunderstand-knowledgeAnalyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.
  • Aunderstand-onboardUse when you need to generate an onboarding guide for new team members joining a project

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