# Send NadirClaw to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "nadirclaw",
    "name": "NadirClaw",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/doramirdor/nadirclaw",
    "canonicalUrl": "https://clawhub.ai/doramirdor/nadirclaw",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/nadirclaw",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=nadirclaw",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md",
      "scripts/install.sh"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "nadirclaw",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-06T00:16:22.383Z",
      "expiresAt": "2026-05-13T00:16:22.383Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=nadirclaw",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=nadirclaw",
        "contentDisposition": "attachment; filename=\"nadirclaw-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "nadirclaw"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/nadirclaw"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/nadirclaw",
    "downloadUrl": "https://openagent3.xyz/downloads/nadirclaw",
    "agentUrl": "https://openagent3.xyz/skills/nadirclaw/agent",
    "manifestUrl": "https://openagent3.xyz/skills/nadirclaw/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/nadirclaw/agent.md"
  }
}
```
## Documentation

### NadirClaw Skill

NadirClaw is an open-source LLM router that classifies prompts in ~10ms and routes simple ones to cheap/local models while keeping complex work on premium models.

### Install

pip install nadirclaw

### Setup

Run the interactive wizard:

nadirclaw setup

Or auto-configure for OpenClaw:

nadirclaw openclaw onboard

This writes NadirClaw as a provider in OpenClaw config with model nadirclaw/auto. No restart needed.

### Start

nadirclaw serve --verbose

Runs on http://localhost:8856. Any OpenAI-compatible tool can use it by pointing to this URL.

### Point tools at NadirClaw

# OpenClaw (auto)
nadirclaw openclaw onboard

# Claude Code
ANTHROPIC_BASE_URL=http://localhost:8856/v1 claude

# Any OpenAI-compatible tool
OPENAI_BASE_URL=http://localhost:8856/v1 <tool>

### Routing profiles

Pass x-routing-profile header or use these models:

nadirclaw/auto - smart routing (default)
nadirclaw/eco - maximize savings
nadirclaw/premium - always use best model
nadirclaw/free - Ollama/local only
nadirclaw/reasoning - chain-of-thought optimized

### Monitor savings

nadirclaw savings      # cost savings report
nadirclaw report       # detailed routing analytics
nadirclaw dashboard    # live terminal dashboard

### Key features

~10ms classification overhead
Session persistence (no model bouncing mid-conversation)
Rate limit fallback (auto-retry on 429)
Agentic task detection (forces premium for tool use)
Context-window filtering (auto-swaps for long conversations)
Supports: OpenAI, Anthropic, Google Gemini, Ollama, any LiteLLM provider

### Troubleshooting

If nadirclaw serve fails, check API keys: nadirclaw setup
For Ollama: ensure ollama serve is running first
Logs: nadirclaw report --last 20 to see recent routing decisions
Raw debug: nadirclaw serve --verbose --log-raw
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: doramirdor
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-06T00:16:22.383Z
- Expires at: 2026-05-13T00:16:22.383Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/nadirclaw)
- [Send to Agent page](https://openagent3.xyz/skills/nadirclaw/agent)
- [JSON manifest](https://openagent3.xyz/skills/nadirclaw/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/nadirclaw/agent.md)
- [Download page](https://openagent3.xyz/downloads/nadirclaw)