Xpersona
M

Manifest

CLAWHUB · Unverified

Smart LLM Router for OpenClaw. Save up to 70% by routing every request to the right model. No coding required. Skill: Manifest Owner: seanford Summary: Smart LLM Router for OpenClaw. Save up to 70% by routing every request to the right model. No coding required. Tags: latest:1.0.1 Version history: v1.0.1 | 2026-07-04T07:41:03.741Z | auto - skill-card.md file removed. - No user-facing feature or content changes. v1.0.0 | 2026-05-27T07:44:48.349Z | auto Manifest 1.0.0 – Initial Release - Introduces Manifest, a smart LLM router

62
Rank
84
Safety
989
Downloads

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 989 downloads reported by the source. Last updated 10/11/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Install and run

Setup complexity: low.

clawhub skill install s1789sb4jmdxm4cdhqr1j4rjq583j23c:manifest
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-seanford-manifest/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

11,342 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: manifest
description: Smart LLM Router for OpenClaw. Save up to 70% by routing every request to the right model. No coding required.
metadata: {"openclaw":{"requires":{"bins":["openclaw"]},"primaryEnv":"MANIFEST_API_KEY","homepage":"https://github.com/mnfst/manifest"}}
---

# Manifest — LLM Router & Observability for OpenClaw

Manifest is an OpenClaw plugin that:

- **Routes every request** to the most cost-effective model via a 23-dimension scoring algorithm (<2ms latency)
- **Tracks costs and tokens** in a real-time dashboard
- **Sets limits** with email alerts and hard spending caps

Source: [github.com/mnfst/manifest](https://github.com/mnfst/manifest) — MIT licensed. Homepage: [manifest.build](https://manifest.build)

## Setup (Local — recommended for evaluation)

```bash
openclaw plugins install manifest@5.28.5
openclaw config set plugins.entries.manifest.config.mode local
openclaw gateway restart
```

Dashboard opens at **http://127.0.0.1:2099**. Data stored locally in `~/.openclaw/manifest/manifest.db`.

## Setup (Cloud)

```bash
openclaw plugins install manifest@5.28.5
openclaw config set plugins.entries.manifest.config.apiKey "mnfst_YOUR_KEY"
openclaw gateway restart
```

Get the API key at [app.manifest.build](https://app.manifest.build) → create an account → create an agent → copy the key.

## Agent Tools

Three tools are available to the agent in-conversation:

| Tool              | Trigger phrases                                 | What it returns                                                             |
| ----------------- | ----------------------------------------------- | --------------------------------------------------------------------------- |
| `manifest_usage`  | "how many tokens", "token usage", "consumption" | Total, input, output, cache-read tokens + action count for today/week/month |
| `manifest_costs`  | "how much spent", "costs", "money burned"       | Cost breakdown by model in USD for today/week/month                         |
| `manifest_health` | "is monitoring working", "connectivity test"    | Endpoint reachable, auth valid, agent name, status                          |

Each accepts a `period` parameter: `"today"`, `"week"`, or `"month"`.

## Supported Providers

Anthropic, OpenAI, Google Gemini, DeepSeek, xAI, Mistral AI, Qwen, MiniMax, Kimi, Amazon Nova, Z.ai, OpenRouter, Ollama. 300+ models total.

## Uninstall

```bash
openclaw plugins uninstall manifest
openclaw gateway restart
```

This removes the plugin, provider config, and auth profiles.

## Documentation

For detailed security & privacy documentation, routing configuration, configuration changes, and troubleshooting, see the [full documentation](https://github.com/mnfst/manifest).

_meta.json

{
  "ownerId": "kn7b7950t4r8sxrgdxzsck7cw57zyrdw",
  "slug": "manifest",
  "version": "1.0.1",
  "publishedAt": 1783150863741
}

skill-card.md

## Description:

Manifest is an OpenClaw plugin that helps route LLM requests to cost-effective models and provides cost, token, and health monitoring tools.

This skill is ready for commercial/non-commercial use.

## Publisher:

[seanford](https://clawhub.ai/user/seanford)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and agent operators use Manifest to configure OpenClaw request routing, local or cloud monitoring, and in-conversation usage, cost, and health checks.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Cloud mode can create a trust boundary around prompts, responses, metadata, costs, tokens, and API-key handling.

Mitigation: Prefer local mode for sensitive workloads unless Manifest privacy, security, retention, and key-rotation practices have been reviewed.

Risk: Request routing can affect model choice, cost, latency, and response behavior across supported providers.

Mitigation: Review routing configuration, provider access, spending limits, and monitoring results before using the plugin in production workflows.

## Reference(s):

- [Manifest OpenClaw plugin homepage](https://github.com/mnfst/manifest)
- [Manifest ClawHub skill page](https://clawhub.ai/seanford/skills/manifest)

## Skill Output:

**Output Type(s):** [Text, Markdown, Shell commands, Configuration, Guidance]

**Output Format:** [Markdown with inline bash commands and configuration values]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May include local or cloud setup guidance, OpenClaw plugin commands, environment variable references, and monitoring tool descriptions.]

## Skill Version(s):

1.0.1 (source: server release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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