Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ggg123124/vrchat-assistant --skill plugin-first-web-dashboardgit clone --depth 1 https://github.com/ggg123124/vrchat-assistantWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ggg123124/vrchat-assistant/plugin-first-web-dashboard)<a href="https://agentmods.dev/skills/ggg123124/vrchat-assistant/plugin-first-web-dashboard"><img src="https://agentmods.dev/badge/skills/ggg123124/vrchat-assistant/plugin-first-web-dashboard/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ggg123124/vrchat-assistant/plugin-first-web-dashboard"><img src="https://agentmods.dev/badge/skills/ggg123124/vrchat-assistant/plugin-first-web-dashboard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00015 | $0.01414 |
| Opus 5.5 | $0.00006 | $0.00566 |
| Sonnet 5.5 | $0.00003 | $0.00283 |
| Haiku 4.5 | $0.00002 | $0.00141 |
Grade A, and why
plugin-first-web-dashboard scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Plugin-First Web Dashboard
Use when adding a web UI to a headless, MCP-first, plugin-oriented service—especially a service deployed remotely in Docker, NAS, or a router and expected to remain online without a local game/client process.
Core approach
Treat the dashboard as a Monitor / Operate surface, not a marketing page. Start from the existing repository contracts, then build a small vertical slice that proves the data path before adding visual breadth.
- Read the project README, agent/development rules, architecture docs, plugin API/loader docs, HTTP server, runtime context, storage API, and deployment manifest.
- Trace the existing data sources and tool handlers to their definitions. Reuse established read-only services instead of duplicating SQL or authentication logic.
- Keep concrete UI and dashboard routes in a plugin. Add only generic core infrastructure: route registration, authenticated dispatch, lifecycle cleanup, and narrowly scoped read-only service adapters.
- Define an MVP around the always-on advantage: service health, authentication/WebSocket state, online friends, recent events, and plugin/backup status. Exclude local-client features such as launching VRChat, SteamVR detection, game logs, tray behavior, and desktop memory tools unless the deployment explicitly supports them.
- Use a dark, dense, glanceable visual system with strong status hierarchy. Raycast/Linear-like precision is a useful reference, but transform the principles into an original UI rather than cloning a proprietary surface.
- Verify the implementation with syntax checks, repository smoke tests, diff checks, and an actual authenticated endpoint probe when a running deployment is available. Report skipped checks honestly.
Core/plugin boundary
The core should expose a minimal, explicit mechanism such as:
ctx.httpRoutes: a route registry owned by the core;api.http.registerRoute({ method, path, handler }): plugin-only route registration;- authenticated dispatch before route execution;
- route cleanup on unload and hot reload;
- read-only services such as
dashboard.snapshot,dashboard.friends, anddashboard.events.
What ships with it
18 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/buildless-frontend-modularization.md 4.3 KB
- references/dashboard-caching-and-preheat-patterns.md 3.3 KB
- references/dashboard-frontend-race-and-editing.md 2.9 KB
- references/feed-pagination-and-sse-refresh.md 3.9 KB
- references/fork-sync-workflow.md 3.1 KB
- references/frontend-modularization-without-build-tools.md 4.9 KB
- references/internal-modularization-and-vrcx-colors.md 2.2 KB
- references/refactoring-single-file-dashboard.md 5.1 KB
- references/remote-vrchat-dashboard.md 2.8 KB
- references/upstream-sync-speed-audit.md 2.1 KB
- references/vrchat-api-auth-friends-backfill.md 5.2 KB
- references/vrchat-dashboard-2026-08-corrections.md 4.9 KB
- references/vrchat-dashboard-vrcx-iterations.md 5.8 KB
- references/vrchat-trust-level-missing-and-offline-status.md 2.9 KB
- references/vrchat-trust-status-and-favorites.md 4.3 KB
- references/vrcx-alignment-and-live-verification.md 2.4 KB
- references/vrcx-data-parsing-and-api-gotchas.md 4.8 KB
- references/vrcx-favorites-avatars-api-gotchas.md 1.9 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 99 lines · 15 tokens per session scan A 4a21de5bf1ff
plugin-first-web-dashboard is a skill published in the GitHub repository ggg123124/vrchat-assistant (26 stars, last pushed yesterday), licensed MIT. It adds 15 tokens to every session and 1,414 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.
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