Anvia Studio Skill

SkillMonitoring & ops

Run and inspect Anvia agents in Studio, local serving, playground, traces, approvals, sessions, evals, and observability.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Anvia Studio Skill skill

What this skill tells your AI

The instructions your AI receives, as published by anvia-hq/anvia in skills/anvia-studio/SKILL.md and read by ahel’s review.

Use this skill when the user wants to run agents locally and see what happens: serving agents/pipelines over HTTP, using the playground, inspecting traces and sessions, exercising tool approvals, running eval suites, or wiring observability.

Process

  1. Serve the agents (references/serve.md) — smallest Studio that runs.
  2. Debug through the inspectors (references/inspect.md) — playground first, then traces, approvals, sessions.
  3. Wire observability (references/observe.md) — only when runs must be auditable or production-like.
  4. Run scripts/check-studio.sh from the app root before claiming done.

Minimal slice

import { Agent } from "@anvia/core";
import { OpenAIClient } from "@anvia/openai";
import { Studio } from "@anvia/studio";

const client = new OpenAIClient({ apiKey: process.env.OPENAI_API_KEY });
const agent = new Agent({
  id: "support",
  model: client.completionModel({ modelId: "gpt-6-astra", api: "responses" }),
  name: "Support",
  description: "Answers support questions.",
  instructions: "Answer support questions clearly.",
});

await new Studio([agent]).serve({ port: 4021 });
// Open http://localhost:4021/ui/playground

Output

Studio is a development surface, not production hosting. Point to the relevant reference file instead of pasting its contents into chat.

Signals

GitHub stars
50
Forks
6
Last commit
Oct 2026

ahel review

  • K6low
    bundled executables the agent is told to run

Automated review, not a security audit. Ruleset v1+k2.

Advanced
Item type
skill
Key
anvia-studio
Source
github.com/anvia-hq/anvia