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Vise helps AI coding agents integrate social.plus without guessing SDK APIs or stopping at code that merely looks finished. You ask for a feed, chat, communities, stories, or another product outcome; the agent plans, implements, checks, and explains the work. After setup, you talk to your agent—not to Vise. When you return to an existing project, vise status . --format human is the read-only front door. It routes the agent to one of three jobs—finish the build, assess a Day-2 change, or prepare release review—while keeping compliance, runtime proof, SDK assurance, organization policy, advisory review, Passport verification, and human approval as separate claims.

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Get started

Vise requires Node.js 20 or newer.
1

Install Vise

2

Add the skill to your coding agent

For another agent, use vise print-skill and paste the result into its instructions.
3

Ask for an outcome

Your agent inspects the app and asks for decisions such as region, target screen, identity source, and feature scope before editing.

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What to expect

  1. A grounded plan. The agent uses real social.plus documentation and SDK facts.
  2. Implementation with checks. Vise checks SDK usage, lifecycle behavior, feature completeness, and the project’s own validation commands.
  3. An honest handoff. The result says what passed, what still needs a decision, whether the intended surface worked at runtime, and who owns the smallest next action.
The contract and evidence live in sp-vise/ so reviewers and CI can reproduce the result after the conversation ends. See How Vise works for the complete loop and result states.
Preview release. Vise provides strong guardrails for AI-assisted integration, but it does not replace code review, product QA, security review, or a real launch on your tenant data.
Vise runs locally and does not upload your source code, file contents, or search queries. The hosted docs MCP server is different: it helps assistants search the documentation, while Vise guides and validates work inside your project.

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Choose your next step

Try Vise in 15 minutes

Review a grounded plan without changing code or using credentials.

Choose how to build

Compare a prebuilt UIKit surface with a custom SDK experience.

Maintain an existing integration

Add a feature, diagnose a problem, or upgrade the SDK safely.

Keep it verified in CI

Protect current and previously completed social.plus features.

Review and release

Prepare a verifiable handoff without confusing readiness with approval.

How Vise works

Understand the loop, evidence, and result states.