# Send Moltlang Translator 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": "moltlang-skill",
    "name": "Moltlang Translator",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/jasonlnheath/moltlang-skill",
    "canonicalUrl": "https://clawhub.ai/jasonlnheath/moltlang-skill",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/moltlang-skill",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=moltlang-skill",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "skill.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "moltlang-skill",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-02T14:27:09.101Z",
      "expiresAt": "2026-05-09T14:27:09.101Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=moltlang-skill",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=moltlang-skill",
        "contentDisposition": "attachment; filename=\"moltlang-skill-0.1.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "moltlang-skill"
      },
      "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/moltlang-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/moltlang-skill",
    "downloadUrl": "https://openagent3.xyz/downloads/moltlang-skill",
    "agentUrl": "https://openagent3.xyz/skills/moltlang-skill/agent",
    "manifestUrl": "https://openagent3.xyz/skills/moltlang-skill/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/moltlang-skill/agent.md"
  }
}
```
## Documentation

### MoltLang Translator

slug: moltlang-skill
name: MoltLang Translator

AI-optimized language for efficient agent-to-agent communication. Reduces token usage by 50-70% for common AI operations.

### Summary

MoltLang is a compact language designed specifically for AI agents to communicate with each other efficiently. Instead of verbose English instructions like "Fetch data from the API using authentication with timeout 30 seconds," MoltLang expresses the same operation as [OP:fetch][SRC:api][PARAM:auth][PARAM:timeout=30] - reducing token count by 50-70%.

This means faster inference, lower API costs, and more context room for actual work rather than parsing language.

Key Features:

50-70% token reduction vs. natural language
Bidirectional translation (English ↔ MoltLang)
Built-in error handling patterns (try/catch, retry, log)
Type safety and validation
Async and parallel operation support
Works via public API or install locally (pip/npm)

### Commands

molt - Translate English to MoltLang
unmolt - Translate MoltLang to English
list_tokens - List available tokens
validate_molt - Validate translation
get_efficiency - Calculate token efficiency

### Example

English: Fetch user data from the API using authentication
MoltLang: [OP:fetch][SRC:api][PARAM:auth]
Savings: 70%

### Links

GitHub: https://github.com/jasonlnheath/moltlang
API: https://moltlang.up.railway.app
Install: pip install moltlang
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: jasonlnheath
- Version: 0.1.1
## 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: 2026-05-02T14:27:09.101Z
- Expires at: 2026-05-09T14:27:09.101Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/moltlang-skill)
- [Send to Agent page](https://openagent3.xyz/skills/moltlang-skill/agent)
- [JSON manifest](https://openagent3.xyz/skills/moltlang-skill/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/moltlang-skill/agent.md)
- [Download page](https://openagent3.xyz/downloads/moltlang-skill)