understand-dashboard SKILL.md skillB

understand-dashboard from egonex-ai/understand-anything is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add egonex-ai/understand-anything/understand-dashboard@git:20260710.d876e4f

Pins git:20260710.d876e4f in mdr.lock. Pin the fingerprint instead.

Audit grade
B, 16 of 17 checks passed
Kind
SKILL.md skill
Repository
egonex-ai/understand-anything
Path
understand-anything-plugin/skills/understand-dashboard/SKILL.md
Versions recorded
5
Latest version
git:20260710.d876e4f, committed Jul 10, 2026
First version recorded
Jul 3, 2026
Size
7,520 bytes
Repository stars
87,696
License
MIT

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

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# /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:
   ```bash
   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:
   ```bash
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add egonex-ai/understand-anything/understand-dashboard@sha256:d12cb059d8e61398

The line at the top of this page pins the label git:20260710.d876e4f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_6kwvna2sraqckt56.svg)](https://markdownregistry.com/a/art_6kwvna2sraqckt56)

5 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jul 3, 2026 and Jul 10, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
git:20260710.d876e4f latest2026-07-10 d876e4f 7,520 BB view · diff
git:20260710.fddd5c82026-07-10 fddd5c8 6,414 BB view · diff
git:20260710.fb7e3452026-07-10 fb7e345 5,500 BB view · diff
git:20260708.db927772026-07-08 db92777 5,249 BB view · diff
git:20260703.859335f2026-07-03 859335f 5,239 BB view

Audit of the latest version

B  16 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • fail: No link to a raw IP address (matched: http://127.0.0.1)
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7520 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No script tag

Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.

Source

GitHub

egonex-ai/understand-anything · 87,696 stars · license MIT · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6kwvna2sraqckt56
GET https://markdownregistry.com/api/v1/resolve?ref=egonex-ai/understand-anything/understand-dashboard
GET https://markdownregistry.com/api/v1/blob/d12cb059d8e6139873542111ccec691b0603496675182f5ac826d5b65273331a

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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understand-diff SKILL.md skill
egonex-ai/understand-anything · understand-anything-plugin/skills/understand-diff/SKILL.md · Use when you need to analyze git diffs or pull requests to understand what changed, affected components, and risks
git:20260717.48c5450 · audit A · 87,696 stars
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understand-explain SKILL.md skill
egonex-ai/understand-anything · understand-anything-plugin/skills/understand-explain/SKILL.md · Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
git:20260717.48c5450 · audit A · 87,696 stars
understand-figma SKILL.md skill
egonex-ai/understand-anything · understand-anything-plugin/skills/understand-figma/SKILL.md · Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens…
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understand-knowledge SKILL.md skill
egonex-ai/understand-anything · understand-anything-plugin/skills/understand-knowledge/SKILL.md · Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction…
git:20260710.fb7e345 · audit A · 87,696 stars
understand-onboard SKILL.md skill
egonex-ai/understand-anything · understand-anything-plugin/skills/understand-onboard/SKILL.md · Use when you need to generate an onboarding guide for new team members joining a project
git:20260811.637b660 · audit A · 87,696 stars
understand SKILL.md skill
egonex-ai/understand-anything · understand-anything-plugin/skills/understand/SKILL.md · Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and…
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