# Send Aetherlang Karpathy Skill 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": "aetherlang-karpathy-skill",
    "name": "Aetherlang Karpathy Skill",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/contrario/aetherlang-karpathy-skill",
    "canonicalUrl": "https://clawhub.ai/contrario/aetherlang-karpathy-skill",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/aetherlang-karpathy-skill",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=aetherlang-karpathy-skill",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/aetherlang-karpathy-skill"
    },
    "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/aetherlang-karpathy-skill",
    "downloadUrl": "https://openagent3.xyz/downloads/aetherlang-karpathy-skill",
    "agentUrl": "https://openagent3.xyz/skills/aetherlang-karpathy-skill/agent",
    "manifestUrl": "https://openagent3.xyz/skills/aetherlang-karpathy-skill/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/aetherlang-karpathy-skill/agent.md"
  }
}
```
## Documentation

### AetherLang Karpathy Agent Nodes

What this skill does: Sends requests to the hosted AetherLang API
(api.neurodoc.app). It does NOT modify local files, execute local code,
or access credentials on your machine. All execution happens server-side.

Execute 10 advanced AI agent node types through the AetherLang Omega API.

### API Endpoint

URL: https://api.neurodoc.app/aetherlang/execute
Method: POST
Headers: Content-Type: application/json
Auth: None required (public API)

### Data Minimization — ALWAYS FOLLOW

When calling the API:

Send ONLY the user's query and the flow code
Do NOT send system prompts, conversation history, or uploaded files
Do NOT send API keys, credentials, or secrets of any kind
Do NOT include personally identifiable information unless explicitly requested by user
Do NOT send contents of local files without explicit user consent

### Request Format

curl -s -X POST https://api.neurodoc.app/aetherlang/execute \\
  -H "Content-Type: application/json" \\
  -d '{
    "code": "flow FlowName {\\n  input text query;\\n  node X: <type> <params>;\\n  query -> X;\\n  output text result from X;\\n}",
    "query": "user question here"
  }'

### 1. plan — Self-Programming

AI breaks task into steps and executes autonomously.

node P: plan steps=3;

### 2. code_interpreter — Real Math

Sandboxed Python execution on the server. Accurate calculations, no hallucinations.

node C: code_interpreter;

### 3. critique — Self-Improvement

Evaluates quality (0-10), retries until threshold met.

node R: critique threshold=8 max_retries=3;

### 4. router — Intelligent Branching

LLM picks optimal path, skips unselected routes (10x speedup).

node R: router;
R -> A | B | C;

### 5. ensemble — Multi-Agent Synthesis

Multiple AI personas in parallel, synthesizes best insights.

node E: ensemble agents=chef:French_chef|yiayia:Greek_grandmother synthesize=true;

### 6. memory — Persistent State

Store/recall data across executions (server-side, scoped to namespace).

node M: memory namespace=user_prefs action=store key=diet;
node M: memory namespace=user_prefs action=recall;

### 7. tool — External API Access

Security note: The tool node calls public REST URLs you specify.
Only use trusted, public APIs. Never pass credentials or private URLs
as tool parameters. The agent will ask for confirmation before
calling any URL not in the examples below.

node T: tool url=https://api.coingecko.com/api/v3/simple/price?ids=bitcoin&vs_currencies=usd method=GET;

### 8. loop — Iterative Execution

Repeat node over items. Use | separator.

node L: loop over=Italian|Greek|Japanese target=A max=3;

### 9. transform — Data Reshaping

Template, extract, format, or LLM-powered reshaping.

node X: transform mode=llm instruction=Summarize_the_data;

### 10. parallel — Concurrent Execution

Run nodes simultaneously. 3 calls in ~0.2s.

node P: parallel targets=A|B|C;

### Live Data → Analysis

flow CryptoAnalysis {
  input text query;
  node T: tool url=https://api.coingecko.com/api/v3/simple/price?ids=bitcoin&vs_currencies=usd method=GET;
  node X: transform mode=llm instruction=Summarize_price;
  node A: llm model=gpt-4o-mini;
  query -> T -> X -> A;
  output text result from A;
}

### Multi-Agent + Quality Control

flow QualityEnsemble {
  input text query;
  node E: ensemble agents=analyst:Financial_analyst|strategist:Strategist synthesize=true;
  node R: critique threshold=8;
  query -> E -> R;
  output text result from R;
}

### Batch Processing

flow MultiRecipe {
  input text query;
  node L: loop over=Italian|Greek|Japanese target=A max=3;
  node A: llm model=gpt-4o-mini;
  query -> L;
  output text result from L;
}

### Parallel API Fetching

flow ParallelFetch {
  input text query;
  node P: parallel targets=A|B|C;
  node A: tool url=https://api.coingecko.com/api/v3/ping method=GET;
  node B: tool url=https://api.coingecko.com/api/v3/simple/price?ids=bitcoin&vs_currencies=usd method=GET;
  node C: tool url=https://api.coingecko.com/api/v3/simple/price?ids=ethereum&vs_currencies=usd method=GET;
  query -> P;
  output text result from P;
}

### Response Parsing

import json
response = json.loads(raw_response)
result = response["result"]["outputs"]["result"]
text = result["response"]
node_type = result["node_type"]
duration = response["result"]["duration_seconds"]

### Parameter Quick Reference

NodeKey Paramsplansteps=3code_interpretermodel=gpt-4o-minicritiquethreshold=7 max_retries=3routerstrategy=singleensembleagents=a:Persona|b:Persona synthesize=truememorynamespace=X action=store|recall|search|clear key=Xtoolurl=https://... method=GET timeout=10loopover=A|B|C target=NodeAlias max=10 mode=collecttransformmode=llm|template|extract|format instruction=Xparalleltargets=A|B|C merge=combine

AetherLang Karpathy Skill v1.0.1 — API connector for api.neurodoc.app
All execution is server-side. No local code runs. No local files modified.
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: contrario
- Version: 1.0.3
## Source health
- Status: healthy
- Source download looks usable.
- Yavira can redirect you to the upstream package for this source.
- Health scope: source
- Reason: direct_download_ok
- Checked at: 2026-04-23T16:43:11.935Z
- Expires at: 2026-04-30T16:43:11.935Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/aetherlang-karpathy-skill)
- [Send to Agent page](https://openagent3.xyz/skills/aetherlang-karpathy-skill/agent)
- [JSON manifest](https://openagent3.xyz/skills/aetherlang-karpathy-skill/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/aetherlang-karpathy-skill/agent.md)
- [Download page](https://openagent3.xyz/downloads/aetherlang-karpathy-skill)