Skywork Super Agent: A Cloud AI Employee with No Fuss
A deep hands-on with Skywork Super Agent: automated market watching, PPT generation, and deep research — a cloud agent team ready the moment you register.


Skywork Super Agent: A Cloud AI Employee with No Fuss
A deep hands-on with Skywork Super Agent: automated market watching, PPT generation, and deep research — a cloud agent team ready the moment you register.
If you have tried OpenClaw or Hermes Agent, you have probably hit the same pain: local deployment, API keys, environment tweaking — after all that wrestling, ordinary people simply cannot use it. Skywork Super Agent (Skywork's China edition) cuts that barrier away entirely — register and go. It feels more like a cloud team on permanent standby: you hand out goals, and it handles the rest on its own.
What It Can Do for You
Skywork covers most scenarios of white-collar daily work — documents, slides, images, spreadsheets, web pages, video — with six expert skills switched via a single input box. There is also a skill plaza where you can install more curated skills, or generate a dedicated Skill based on your needs.

Video generation is especially well stocked, wired directly into Seedance 2.0, Kling 3.0, and other current best-in-class video generation models, auto-selected per task.
Three Real Usage Scenarios
Scenario 1: Automated market watching with a scheduled daily report
Connect Skywork to Feishu, write one prompt, and have it automatically pull the previous day's US stock market data every trading day. Focus on the major indices, chip and memory stocks, and Chinese internet ADRs, plus capital sentiment and forward-looking angles. Set it as a scheduled task and it runs automatically at a fixed time every day.
A detail worth noting: on market holidays it detects the closure and rolls the run forward to the nearest full trading day; when a data source gets blocked, it automatically switches to another source and keeps pulling. This is not rigidly executing instructions — it is genuinely "handling problems."
Scenario 2: Deep research, then an auto-generated PPT
Ask it to turn "the AI compute business" into a PPT for an audience that understands tech but is not in finance. No framework needed — it completes the deep research on its own, then generates the full presentation.

After generation, every page and every element is editable online. You can also circle any element and have AI revise it. For instance, it noticed on its own that a chart's y-axis range was set too small, truncating the bars, and fixed it automatically.

Scenario 3: A competitive research report on a product
Have it research Codex's core moves over the past month across product, models, and marketing strategy, and produce an illustrated analysis report. Skywork lets you pick different underlying models (DeepSeek V4 Pro, GLM 5.1, Kimi K2.6, etc.) and switch flexibly to match the task.
The resulting report is a complete document — four chapters with a table of contents and references — with citation numbers on every key fact. The report body is likewise editable online: every paragraph and every image can be changed directly.
The In-House Agent Model: SkyClaw-v1.0
One of Skywork's underlying models is the in-house SkyClaw-v1.0, purpose-built for agent tasks. It ranks in the first tier across multiple agent capability benchmarks, beating models like DeepSeek-V4-Flash, MiniMax-M2.7, and Qwen3.6-27B, and approaches the larger DeepSeek-V4-Pro on some metrics.
Hands-on: wiring it into Claude Code
SkyClaw has an open API that plugs straight into the tools you already use. Taking Claude Code as an example:
- Register at ApiFree and grab your API Key directly on the SkyClaw-v1.0 page (free during launch)
- Add the model endpoint and Key to your Claude Code configuration
- Specify SkyClaw-v1.0 and you are set
I used it to generate a Suzhou Museum website prototype — white walls, gray tiles, elegant whitespace — it captured I.M. Pei's architectural style. There was also a bird match-three mobile app prototype, with match-three, chain clears, combos, gravity drops, and auto-reshuffle when no moves remain all implemented.
Pricing
During launch, the SkyClaw model is free to call once you register — no whitelist application needed. Once official pricing is announced, it will cost about half or less of comparable models. The Skywork cloud product likewise offers a free allowance.
How to Get Started
Two options, pick per your needs:
- Use the cloud directly: register on the Skywork official site and scheduled tasks, PPTs, research reports and more work out of the box — for users who would rather not tinker
- Wire the API into your own tools: register at ApiFree for a SkyClaw API Key and plug into your daily dev tools like Claude Code or Cursor — for users with a technical background
Toolin Editorial Team
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