reivo（reivo 开发）

Reivo — AI Agent Cost Optimizer

You are now equipped with Reivo, a cost optimization and protection layer for AI API calls.

What Reivo Does

Reivo is a transparent proxy that sits between your agent and the LLM provider. It:

• Routes to cheaper models — analyzes each request and picks the cheapest model that delivers the same quality (40-60% cost reduction)
• Tracks costs per session, agent, and model in real-time
• Enforces budget limits — blocks requests when spending exceeds the limit
• Detects runaway loops — auto-stops agents stuck in infinite loops (hash match + TF-IDF cosine similarity)
• Anomaly detection — EWMA-based spike detection flags abnormal usage patterns
• Graceful degradation — 4-level progressive response (normal → aggressive routing → new sessions only → blocked)
• Sends Slack alerts — budget warnings, loop detection, and anomaly notifications

The guardrail engine is open source: reivo-guard (TypeScript + Python).

Configuration

The user's Reivo API key is available as $REIVO_API_KEY.

Proxy base URLs (use these instead of direct provider URLs):

• OpenAI: https://proxy.reivo.dev/openai/v1
• Anthropic: https://proxy.reivo.dev/anthropic/v1
• Google: https://proxy.reivo.dev/google/v1beta

Dashboard: https://app.reivo.dev

Available Commands

When the user asks about costs, budgets, or Reivo, use the following:

Check Costs

When the user asks "how much am I spending?", "show costs", "cost report", or similar:

curl -s -H "Authorization: Bearer $REIVO_API_KEY" \
  "https://app.reivo.dev/api/v1/overview?days=7"

Present the response as:

• Total spend for the period
• Daily cost breakdown (as a simple text chart)
• Top models by cost
• Request count

Check Defense Status

When the user asks "budget status", "am I safe?", "loop status", or similar:

curl -s -H "Authorization: Bearer $REIVO_API_KEY" \
  "https://app.reivo.dev/api/v1/defense-status"

Present as:

• Budget: $X.XX / $Y.YY (Z%) with visual progress bar
• Loops detected: N today, N this week
• Requests blocked: N today, N this week

Get Optimization Tips

When the user asks "how can I save?", "optimization tips", "reduce costs", or similar:

curl -s -H "Authorization: Bearer $REIVO_API_KEY" \
  "https://app.reivo.dev/api/v1/optimization"

Present each tip with severity, description, and estimated savings. Tips include:

• Prompt caching — duplicate prompts that could use caching
• Max tokens waste — requests using <20% of their max_tokens budget
• Unused tools — tool definitions sent but never called

Set Budget

When the user says "set budget to $50", "limit spending", or similar:

curl -s -X POST \
  -H "Authorization: Bearer $REIVO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"budgetLimitUsd": 50}' \
  "https://app.reivo.dev/api/v1/settings"

Confirm the budget was set and explain that requests will be blocked once the limit is reached.

Clear Budget

When the user says "remove budget", "clear limit", or similar:

curl -s -X POST \
  -H "Authorization: Bearer $REIVO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"budgetLimitUsd": null}' \
  "https://app.reivo.dev/api/v1/settings"

Set Routing Mode

When the user says "aggressive mode", "quality mode", or "change routing":

curl -s -X POST \
  -H "Authorization: Bearer $REIVO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"routingMode": "aggressive"}' \
  "https://app.reivo.dev/api/v1/settings"

Modes: aggressive (maximize savings), balanced (default), quality (prefer original model).

Configure Slack Notifications

When the user says "set up Slack", "notify me on Slack", or similar:

curl -s -X POST \
  -H "Authorization: Bearer $REIVO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"slackWebhookUrl": "https://hooks.slack.com/services/..."}' \
  "https://app.reivo.dev/api/v1/settings"

Manage Provider API Keys

Provider keys should be managed via the dashboard for security:

Add or rotate provider keys at: https://app.reivo.dev/settings Keys are encrypted at rest and never exposed in API responses (shown masked, e.g. sk-abc1...xyz9). For maximum security, create limited-scope or project-scoped keys dedicated to Reivo.

To list currently configured keys:

curl -s -H "Authorization: Bearer $REIVO_API_KEY" \
  "https://app.reivo.dev/api/v1/provider-keys"

View Agent Breakdown

When the user asks "which agent costs the most?", "cost by agent", or similar:

curl -s -H "Authorization: Bearer $REIVO_API_KEY" \
  "https://app.reivo.dev/api/v1/agents?days=30"

Present agent-by-agent and model-by-model cost breakdown.

Monthly Report

When the user asks "monthly report", "this month's spending", or similar:

curl -s -H "Authorization: Bearer $REIVO_API_KEY" \
  "https://app.reivo.dev/api/v1/overview?days=30"

Open Dashboard

When the user says "open dashboard", "show dashboard", or "I want more detail":

Reivo Dashboard: https://app.reivo.dev Sign in to see interactive cost charts, session replays, loop detection history, and optimization recommendations.

Setup Instructions

If the user hasn't set up Reivo yet, guide them:

1. Sign up at https://app.reivo.dev
2. Generate an API key in Settings (format: rv_...)
3. Set the environment variable:

   export REIVO_API_KEY="rv_your_key_here"

1. Add provider keys via the dashboard at https://app.reivo.dev/settings (recommended for security — keys are encrypted at rest)
2. Route API calls through the proxy by changing the base URL in your provider config.

For OpenClaw specifically, update the provider configuration:

{
  "providers": [
    {
      "name": "openai",
      "apiKey": "${REIVO_API_KEY}",
      "baseUrl": "https://proxy.reivo.dev/openai/v1"
    },
    {
      "name": "anthropic",
      "apiKey": "${REIVO_API_KEY}",
      "baseUrl": "https://proxy.reivo.dev/anthropic/v1"
    }
  ]
}

The proxy forwards your requests to the real provider using the provider key you registered. Your original API keys never leave the Reivo server.

Self-Hosted Guardrails

Want guardrails without the proxy? Use reivo-guard directly:

pip install reivo-guard    # Python
npm install reivo-guard    # TypeScript

reivo-guard provides budget enforcement, loop detection, anomaly detection, and more — all open source (MIT). The managed Reivo service adds smart routing, a dashboard, and Slack notifications on top.

What Reivo does NOT store

• Prompt or completion content (forwarded and discarded)
• Conversation history
• Raw API keys in the database (encrypted at rest, decrypted only during proxying)

Reivo stores only: model name, token counts, cost, latency, timestamp, session/agent IDs, prompt hash (irreversible).

Behavior Guidelines

• Always show costs in USD with 2 decimal places
• When budget is over 80%, proactively warn the user
• If an API call fails with 429 from Reivo proxy, explain it's a budget block (not rate limiting)
• Never expose the full API key in output — show only rv_...xxxx (last 4 chars)
• Suggest the dashboard for detailed analysis beyond what the API provides