Alicloud AI Translation Anytrans Skill

Name: Alicloud Ai Translation Anytrans
Author: cinience

cinience/alicloud-skills

289 installs
396 repo stars
Updated August 11, 2026

alicloud-ai-translation-anytrans is an agent skill that manages Alibaba Cloud TongyiTranslate AnyTrans translation resources via OpenAPI and SDKs for developers who need list, create, update, and status-check operations

npx skills add https://github.com/cinience/alicloud-skills --skill alicloud-ai-translation-anytrans

Install if

Backend developers on Alibaba Cloud who need agent-guided AnyTrans OpenAPI discovery, credential setup, and translation service CRUD with evidence files.

Skip if

Teams on AWS Translate or Google Cloud Translation without Alibaba Cloud accounts, or developers needing only offline dictionary lookup without cloud APIs.

On this page

What alicloud-ai-translation-anytrans covers
alicloud-ai-translation-anytrans by the numbers
What does the Alicloud Ai Translation Anytrans skill produce?
What files ship with alicloud-ai-translation-anytrans?
Which skills are related to alicloud-ai-translation-anytrans?
Alicloud Ai Translation Anytrans skill FAQ

What alicloud-ai-translation-anytrans covers

AnyTrans API request patterns
Language pair configuration
Batch translation workflow setup
Response parsing for agents
Error and quota handling

alicloud-ai-translation-anytrans by the numbers

All-time installs	289	skills.sh registry
Repo stars	★ 396	GitHub
Repo last updated	August 11, 2026	GitHub
Repository	cinience/alicloud-skills ↗

Data as of Oct 27, 2026 (Skillselion catalog sync)

What does the Alicloud Ai Translation Anytrans skill produce?

AnyTrans API call artifacts, OpenAPI metadata inventories, and translation resource operation summaries saved under output/aliyun-anytrans-translate/.

OpenAPI metadata inventories
translation API response summaries
output/aliyun-anytrans-translate/ evidence files

Version 1.0.0 with AnyTrans product code and default API version 2025-07-07

What files ship with alicloud-ai-translation-anytrans?

SKILL.mdMarkdown

Category: service

TongyiTranslate

Use Alibaba Cloud OpenAPI (RPC) with official SDKs or OpenAPI Explorer to manage resources for TongyiTranslate.

Workflow

1) Confirm region, resource identifiers, and desired action. 2) Discover API list and required parameters (see references). 3) Call API with SDK or OpenAPI Explorer. 4) Verify results with describe/list APIs.

AccessKey priority (must follow)

1) Environment variables: ALICLOUD_ACCESS_KEY_ID / ALICLOUD_ACCESS_KEY_SECRET / ALICLOUD_REGION_ID Region policy: ALICLOUD_REGION_ID is an optional default. If unset, decide the most reasonable region for the task; if unclear, ask the user. 2) Shared config file: ~/.alibabacloud/credentials

API discovery

Product code: AnyTrans
Default API version: 2025-07-07
Use OpenAPI metadata endpoints to list APIs and get schemas (see references).

High-frequency operation patterns

1) Inventory/list: prefer List* / Describe* APIs to get current resources. 2) Change/configure: prefer Create* / Update* / Modify* / Set* APIs for mutations. 3) Status/troubleshoot: prefer Get* / Query* / Describe*Status APIs for diagnosis.

Minimal executable quickstart

Use metadata-first discovery before calling business APIs:

python scripts/list_openapi_meta_apis.py

Optional overrides:

python scripts/list_openapi_meta_apis.py --product-code <ProductCode> --version <Version>

The script writes API inventory artifacts under the skill output directory.

Output policy

If you need to save responses or generated artifacts, write them under: output/alicloud-ai-translation-anytrans/

Validation

mkdir -p output/alicloud-ai-translation-anytrans
for f in skills/ai/translation/alicloud-ai-translation-anytrans/scripts/*.py; do
  python3 -m py_compile "$f"
done
echo "py_compile_ok" > output/alicloud-ai-translation-anytrans/validate.txt

Pass criteria: command exits 0 and output/alicloud-ai-translation-anytrans/validate.txt is generated.

Output And Evidence

Save artifacts, command outputs, and API response summaries under output/alicloud-ai-translation-anytrans/.
Include key parameters (region/resource id/time range) in evidence files for reproducibility.

Prerequisites

Configure least-privilege Alibaba Cloud credentials before execution.
Prefer environment variables: ALICLOUD_ACCESS_KEY_ID, ALICLOUD_ACCESS_KEY_SECRET, optional ALICLOUD_REGION_ID.
If region is unclear, ask the user before running mutating operations.

References

Sources: references/sources.md

interface:
  display_name: "Alibaba Cloud AI Translation Anytrans"
  short_description: "Machine translation task workflows"
  default_prompt: "Use $alicloud-ai-translation-anytrans to complete this ai/translation task on Alibaba Cloud."

#!/usr/bin/env python3
"""Fetch OpenAPI metadata API list for one product/version and save to output/.

Env:
- OPENAPI_META_TIMEOUT (seconds, default: 20)
"""

from __future__ import annotations

import argparse
import json
import os
import pathlib
import urllib.request

DEFAULT_PRODUCT_CODE = "AnyTrans"
DEFAULT_VERSION = "2025-07-07"
OUTPUT_DIR = pathlib.Path("output/alicloud-ai-translation-anytrans")


def fetch_json(url: str, timeout: int) -> dict:
    req = urllib.request.Request(url, headers={"User-Agent": "codex-skill"})
    with urllib.request.urlopen(req, timeout=timeout) as resp:
        return json.loads(resp.read().decode("utf-8"))


def main() -> None:
    parser = argparse.ArgumentParser()
    parser.add_argument("--product-code", default=DEFAULT_PRODUCT_CODE)
    parser.add_argument("--version", default=DEFAULT_VERSION)
    parser.add_argument("--output-dir", default=str(OUTPUT_DIR))
    args = parser.parse_args()

    timeout = int(os.getenv("OPENAPI_META_TIMEOUT", "20"))
    output_dir = pathlib.Path(args.output_dir)
    output_dir.mkdir(parents=True, exist_ok=True)

    url = (
        f"https://api.aliyun.com/meta/v1/products/{args.product_code}"
        f"/versions/{args.version}/api-docs.json"
    )
    payload = fetch_json(url, timeout)

    raw_apis = payload.get("apis", {})
    if isinstance(raw_apis, dict):
        api_names = sorted(raw_apis.keys())
    elif isinstance(raw_apis, list):
        names = []
        for item in raw_apis:
            if isinstance(item, dict):
                name = item.get("name") or item.get("apiName")
                if name:
                    names.append(name)
            elif isinstance(item, str):
                names.append(item)
        api_names = sorted(set(names))
    else:
        api_names = []

    json_file = output_dir / f"{args.product_code}_{args.version}_api_docs.json"
    md_file = output_dir / f"{args.product_code}_{args.version}_api_list.md"

    json_file.write_text(json.dumps(payload, ensure_ascii=False, indent=2), encoding="utf-8")
    md_lines = [
        f"# {args.product_code} {args.version} API List",
        "",
        f"- Source: {url}",
        f"- API count: {len(api_names)}",
        "",
    ]
    md_lines.extend([f"- `{name}`" for name in api_names])
    md_file.write_text("\n".join(md_lines) + "\n", encoding="utf-8")

    print(f"Saved: {json_file}")
    print(f"Saved: {md_file}")


if __name__ == "__main__":
    main()

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How does alicloud-ai-translation-anytrans compare?

Pick alicloud-ai-translation-anytrans when workloads already run on Alibaba Cloud; use hyperscaler-agnostic translation SDKs when cloud vendor lock-in must be avoided.

Alicloud Ai Translation Anytrans skill FAQ

Who is the Alicloud Ai Translation Anytrans skill for?

Backend developers on Alibaba Cloud who need agent-guided AnyTrans OpenAPI discovery, credential setup, and translation service CRUD with evidence files. Skip if: Teams on AWS Translate or Google Cloud Translation without Alibaba Cloud accounts, or developers needing only offline dictionary lookup without cloud APIs.

When should I use alicloud-ai-translation-anytrans?

User asks to manage TongyiTranslate AnyTrans, list translation resources on Alibaba Cloud, troubleshoot AnyTrans API workflows, or integrate managed translation into a backend.

What Alibaba Cloud product does alicloud-ai-translation-anytrans manage?

alicloud-ai-translation-anytrans targets TongyiTranslate with Alibaba Cloud product code AnyTrans and default OpenAPI version 2025-07-07, supporting list, create, update, and status operations via official SDKs or OpenAPI Explorer.

How does alicloud-ai-translation-anytrans discover APIs?

alicloud-ai-translation-anytrans runs python scripts/list_openapi_meta_apis.py for metadata-first API inventory before business calls. Optional --product-code and --version flags override defaults and write artifacts to the skill output directory.

Which credentials does AnyTrans integration require?

alicloud-ai-translation-anytrans expects ALIBABACLOUD_ACCESS_KEY_ID and ALIBABACLOUD_ACCESS_KEY_SECRET environment variables or ~/.alibabacloud/credentials, with optional ALIBABACLOUD_REGION_ID as a default region before mutating operations.

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