Quick overview
Manifest is an OpenClaw plugin that routes each LLM request to the most cost-effective model using a 23-dimension scoring algorithm with under 2ms added latency. It tracks spend, token usage, and agent activity in a real-time dashboard, and supports hard spending caps with email alerts.
Routing and cost tracking would otherwise require custom code and separate dashboards; Manifest adds both as a no-config plugin with 300+ model coverage.
Common tasks
- Cutting monthly LLM costs by routing simple queries to cheaper models
- Checking which model is consuming the most budget this week
- Setting a hard spending cap before a client project starts
- Asking the agent mid-conversation how many tokens it has used today
- Diagnosing rate limit errors through the message log and error filters
Install paths
Primary command
openclaw install brunobuddy/manifest-build
ClawHub installer
npx clawhub@latest install brunobuddy/manifest-build
OpenClaw CLI
openclaw skills install brunobuddy/manifest-build
Direct OpenClaw install
openclaw install brunobuddy/manifest-build
Skill metadata
- Category: AI & LLMs
- Language: Markdown
- Version: 1.0.5
- Security status: Suspicious
Review upstream source
The full public SKILL.md body is not directly fetchable for this entry right now, so this page is using the best available catalog metadata. Review the upstream source page for the latest files, version history, and security scan details: https://clawhub.ai/brunobuddy/manifest-build
