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Understand Dashboard
Developer tools 📌 Pinned version: commit e24fcf6
🔎 Install prompt analysis · 2026-10-22 : runs commands · installs packages · uses API keys or tokens
⚙ Needs: Before you start: read this whole install prompt…

Understand Dashboard

Launches the Understand-Anything web dashboard that visualizes a project's knowledge graph, served locally on 127.0.0.1 behind an access-token URL.

At a glance
What
Launches the Understand-Anything web dashboard that visualizes a project's knowledge graph, served locally on 127.0.0.1 behind an access-token URL.
Cost
Free
Needs
Before you start: read this whole install prompt, tell me in a few lines what this skill does and what installing it involves, and wait for my go-ahead before you do anything else.
Install
Copy the installer prompt below into your Muse — your agent does the rest.

Version:

⌁

Install

Copy the install package below, then paste it into Muse📌 Pinned version: commit e24fcf6

Before you start: read this whole install prompt, tell me in a few lines what this skill does and what installing it involves, and wait for my go-ahead before you do anything else. Prerequisites — Use-time prerequisite, disclosed up front: this skill is one of the Understand-Anything plugin's skills. It assumes the Understand-Anything plugin is installed and its core is built (pnpm install in the plugin, then building packages/core, the @understand-anything/core package) — installing this listing only copies the skill folder below; it does not install or build the plugin. The skill works locally on the knowledge graph in your project's data directory (.ua/knowledge-graph.json, or the legacy .understand-anything/knowledge-graph.json when that directory already exists). No account, key or payment is needed to install this listing. At use time this one also starts a local web server (bound to 127.0.0.1, protected by an access-token URL it prints): it first tries a prebuilt viewer downloaded from the project's GitHub release for the installed plugin version (npx), and otherwise falls back to a local Vite dev server after a pnpm install in the plugin's dashboard package. Install "Understand Dashboard" for me. It starts the interactive web dashboard that visualizes the knowledge graph produced by the separate understand skill. It resolves the project and its data directory, finds the plugin's dashboard package, then serves the graph locally: first via a self-contained prebuilt viewer downloaded from the project's GitHub release, pinned to the installed plugin version and run with npx; if that is unavailable, it falls back to installing the dashboard dependencies with pnpm, building the core package, and starting the Vite dev server bound to 127.0.0.1. Either way the server prints a dashboard URL carrying an access token, which is required to view the graph data. Its folder is a single SKILL.md file. Repository: https://github.com/Egonex-AI/Understand-Anything (the skill is the whole understand-anything-plugin/skills/understand-dashboard/ folder at the pinned commit: SKILL.md, 1 file in total) Pinned version: install the code at commit e24fcf6d371bcfa529bc110bacb1bb43de1b8d33 exactly. Do not substitute a newer version. If this commit is unreachable, stop and tell me. 1. Clone https://github.com/Egonex-AI/Understand-Anything into a temporary folder, check out commit e24fcf6d371bcfa529bc110bacb1bb43de1b8d33, and copy the understand-anything-plugin/skills/understand-dashboard/ folder from that checkout. Then compare every file in the folder with the fingerprints recorded for this listing on 2026-10-22: [FINGERPRINTS] - SKILL.md: SHA-256 d12cb059d8e6139873542111ccec691b0603496675182f5ac826d5b65273331a If a file does not match, it changed since the listing was prepared: do not install it yet, tell me what you found and let me decide. 2. Read SKILL.md in full, and tell me in plain words: what the skill does when used, what it connects to, whether it reads or sends any personal information or credentials, and anything that seems unusual. Stop on any red flag and tell me before going further. Confirm these points from the files: - The folder holds 1 file only: SKILL.md (7,520 bytes, frontmatter name understand-dashboard). There is no script, no companion file and no other code in it — the dashboard code itself lives in the plugin's packages/dashboard/, not in this skill folder, and is not installed by this listing. - Nothing is sent anywhere and no server is started during installation itself; the only download at install time is the skill folder from GitHub at the pinned commit. - At use time it starts a local web server bound to 127.0.0.1 only, protected by an access-token URL: the fast path downloads a version-pinned prebuilt viewer tarball from the project's GitHub release and runs it with npx --yes; the fallback runs pnpm install in the dashboard package, builds @understand-anything/core, and starts Vite locally. It reads the knowledge graph produced beforehand by the separate understand skill and sends no project data anywhere. - The token in the dashboard URL is the local server's own access token printed in its output — not a user credential, and nothing about it is read or sent during this install. - Do not start any server, do not download the viewer, and do not use the skill in any way during this install: using it is a separate step that only starts when I ask for it later. 3. When I say "yes, install", install it as a skill: copy the whole understand-dashboard folder into the agent's skills directory, in a folder named exactly "understand-dashboard", keeping its 1 file in their original relative layout (SKILL.md at its root). 4. Verify with no network calls: frontmatter valid (name: understand-dashboard), the 1 file in place with matching fingerprints. Do not run anything from the folder and do not use the skill to verify. 5. Report what was installed, where, and what I still need to do myself (for example: that the Understand-Anything plugin must be installed with its core built (pnpm install plus building packages/core), that a knowledge graph must already have been produced by the separate understand skill, that at use time a local server on 127.0.0.1 is started (prebuilt viewer from the GitHub release, or a local Vite fallback), and that using this skill is a separate step that only starts when I ask for it later). GitHub is optional: if I have a GitHub account or the gh CLI, you may use it; otherwise public access is fine. Never require it unless it's in the prerequisites above. Rules: don't touch anything outside the temp folder and the install target. If anything looks off, stop and ask me.

🔒 Security, provenance and what this touches
🧭 What this touches
  • It can run commands on your Muse’s computer.
  • It can download and install software packages.
  • It works with an API key or a token that you provide.
Install prompt analysis · 2026-10-22
🔒 Security and provenance
📌 Pinned version: commit e24fcf6 · 2026-10-22
🔎 Install prompt analysis · 2026-10-22 : runs commands · installs packages · uses API keys or tokens
What the scan found — excerpts from the install prompt
  • runs commands — Install "Understand Dashboard" for me. It starts the interactive web dashboard that visualizes the knowledge g · - À l'usage, il démarre un serveur web local lié à 127.0.0.1 seulement, protégé par une URL à jeton d'accès :
  • installs packages — Prerequisites — Use-time prerequisite, disclosed up front: this skill is one of the Understand-Anything plugin · - At use time it starts a local web server bound to 127.0.0.1 only, protected by an access-token URL: the fast · Prérequis — Prérequis d'usage, divulgué en tête : ce skill est l'un des skills du plugin Understand-Anything.
  • uses API keys or tokens — Prerequisites — Use-time prerequisite, disclosed up front: this skill is one of the Understand-Anything plugin · Install "Understand Dashboard" for me. It starts the interactive web dashboard that visualizes the knowledge g · - At use time it starts a local web server bound to 127.0.0.1 only, protected by an access-token URL: the fast
🔎 Last checked · Oct 23, 2026 : no change detected in the files linked by this install prompt
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