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.
git clone --depth 1 https://github.com/Vibiz-ai/vibiz-claude-pluginWrote 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/commands/vibiz-ai/vibiz-claude-plugin/onboard-from-code)<a href="https://agentmods.dev/commands/vibiz-ai/vibiz-claude-plugin/onboard-from-code"><img src="https://agentmods.dev/badge/commands/vibiz-ai/vibiz-claude-plugin/onboard-from-code/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/commands/vibiz-ai/vibiz-claude-plugin/onboard-from-code"><img src="https://agentmods.dev/badge/commands/vibiz-ai/vibiz-claude-plugin/onboard-from-code.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00035 | $0.01083 |
| Opus 5 | $0.00017 | $0.00541 |
| Sonnet 5 | $0.00007 | $0.00217 |
| Haiku 4.5 | $0.00003 | $0.00108 |
Grade A, and why
onboard-from-code 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 9d 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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/vibiz:onboard-from-code
For projects with no public marketing site (devtools, libraries, internal tools), or when the codebase is a more canonical brand source than a marketing site. Reads the local repo, synthesizes a brand kit, and creates a vibiz directly — no Firecrawl scrape, no ~30-60s wait.
Steps
-
MCP gate. Try
list_vibiz. If unauthed → tell user/mcp→ vibiz → Authenticate → re-run. Stop. -
Match against existing vibizes by company name (read
package.jsonnameand the README intro paragraph). If you find a clear match (same project, same brand), tell the user and stop:✓ Found an existing vibiz that looks like this project: "<name>" (slug: <slug>) Reusing it. To force-create a new one, say: /vibiz:onboard-from-code --force -
Read the repo to synthesize the brand payload. Read in this order, stop pulling once you have enough signal:
package.json—name,description,homepage,dependencies(for framework / component-lib detection).pyproject.toml/Cargo.toml/go.mod— name + description fallback when nopackage.json.README.mdorREADME.mdx— first ~200 lines. Use the intro paragraph asheadline, the "Features" / "Why X" sections fordescriptionandkeyFeatures, the writing style fortone.tailwind.config.{js,ts}— extracttheme.extend.colorsintobrand.colors(primary,secondary,accent).app/globals.css/src/index.css/ similar —:root { --primary: ... }CSS variables fall back here.next.config.{js,ts}— confirm framework. Checkdependenciesforreact/next/vite/fastapi/axum/etc.- Component imports (grep for
@radix-ui,shadcn,@chakra-ui,@mui) →componentLibrary.
-
Refuse to invent values. If you can't detect a color, leave it out — don't guess. The MCP tool accepts partial payloads. Same for
logoUrl— only set it if there's a CDN-hosted logo URL in the README (e.g. a public S3 / Vercel asset). Don't pass local paths like./public/logo.svg.
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.
- 9d ago First seen · 63 lines · 35 tokens per session scan A af4cb8c6d049
onboard-from-code is a command published in the GitHub repository Vibiz-ai/vibiz-claude-plugin (7 stars, last pushed 4mo ago), licensed MIT. It adds 35 tokens to every session and 1,083 once invoked, about $0.0002 per session on Opus 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 2026-08-31.
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