Understand Domain

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. Install "Understand Domain" for me. It extracts business domain knowledge — domains, business flows and process steps — from a codebase and saves an interactive domain graph (domain-graph.json) that the dashboard shows as a horizontal flow view. It works two ways: if a knowledge graph from the separate understand skill already exists, it derives the domain view from it; if not, it runs its own lightweight scan using the Python preprocessing script bundled in this folder (file tree, entry points, file signatures), then dispatches the plugin's domain-analyzer agent on that material. With --full it forces a fresh scan. It finishes by auto-triggering the dashboard skill. Its folder holds SKILL.md plus that one Python script. Repository: https://github.com/Egonex-AI/Understand-Anything (the skill is the whole understand-anything-plugin/skills/understand-domain/ folder at the pinned commit: SKILL.md, extract-domain-context.py, 2 files 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-domain/ 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 b2c98c18b579856a70174cb93d2d25330e715a5ac411b4cc354dc8a1daeb01ae - extract-domain-context.py: SHA-256 3ae26832a8df8090b606d86839d0721cc1c316aaac28e2b8fba77ed6d7455ae7 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 2 files: SKILL.md (9,781 bytes, frontmatter name understand-domain) and extract-domain-context.py (16,273 bytes), the bundled Python preprocessing script the skill runs at use time to scan my project (file tree, entry points, signatures) when no knowledge graph exists. That script does not run during this install. - Nothing is sent anywhere during installation itself; the only download at install time is the skill folder from GitHub at the pinned commit. - At use time everything is local: it derives from the knowledge graph in my project's data directory (.ua/knowledge-graph.json, or legacy .understand-anything/knowledge-graph.json) when one exists, or scans my project with its bundled script, dispatches the plugin's domain-analyzer agent in my own session, writes domain-graph.json into the same data directory, and auto-triggers the dashboard skill (a local server on 127.0.0.1) to show it. It reads no personal information or credentials and sends nothing anywhere. - Do not extract any domain, do not run the Python script, 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-domain folder into the agent's skills directory, in a folder named exactly "understand-domain", keeping its 2 files in their original relative layout (SKILL.md at its root). 4. Verify with no network calls: frontmatter valid (name: understand-domain), the 2 files 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 it writes domain-graph.json into my project's data directory and auto-launches the local dashboard at the end, 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.