Tested for 18 days · July 2026

Skywork AI Review (2026): An SRE's Honest 18-Day Verdict

We pointed Skywork's Documents, Slides, and Sheets agents at real postmortem and runbook work to see if an AI workspace holds up for a platform team.

· · Feature Flag Tools: Reviews & Comparisons
Summary

This Skywork AI review is based on 18 days running the Documents, Slides, and Sheets agents against real postmortem and runbook drafts. Skywork handles multi-format handoff well and prices at $19.99/month, but its Trust Center lists SOC 2 Type I only, and Trustpilot rates it 1.5/5 across 37 reviews. Worth testing for internal drafts; not yet ready for regulated data.

6.8 /10

Skywork AI is a multi-agent workspace that turns one prompt into documents, slides, sheets, and more, branding itself 'the Originator of AI Workspace Agents.' After 18 days running real postmortem drafts, runbook decks, and SLO sheets through it, our verdict: genuinely useful for a fast first draft, but its Trust Center lists SOC 2 Type I only, not Type II, and Trustpilot users rate it 1.5 out of 5 across 37 reviews.

Output quality
8/10
Governance & compliance
4/10
Pricing
8/10
Third-party trust signals
5/10
  • Documents to Slides to Sheets handoff keeps the same session, no re-explaining the brief three times
  • DeepResearch attaches a visible source list to every draft instead of a bare paragraph
  • $19.99/month for 7 agents undercuts single-purpose tools like Jasper ($39/mo)
  • Trust Center lists SOC 2 Type I only, no Type II attestation for continuous monitoring
  • Trustpilot aggregate sits at 1.5 out of 5 across 37 reviews, mostly billing complaints
  • One multi-asset job burned 230 of the 7,000 monthly Pro credits in a single pass

500 free credits/week, no card required for the free tier

Methodology

How we tested

Tested for
18 days
Plan paid
Monthly Pro plan ($19.99/month, 7,000 credits)
Version tested
Skywork Agent web app, DeepResearch engine, build of July 2026
Prompts run
22
Test period
2026-06-24 → 2026-07-12
Test categories: Incident postmortem drafting • Runbook-to-slide conversion • SLO error-budget sheet generation • Vendor security research • Multi-format handoff

We ran Skywork's Monthly Pro plan for 18 days across 22 standardized prompts in five categories that map to real platform-engineering work: turning a raw incident timeline into a postmortem draft (6 prompts), converting that draft into a slide deck for a leadership review (5 prompts), generating an SLO error-budget tracking sheet from a CSV export (4 prompts), researching a vendor's own security posture with DeepResearch (4 prompts), and testing the document-to-slide-to-sheet handoff inside one session (3 prompts). Every output was graded on three checks: could it ship with light editing, did the citations hold up against the source, and did DeepResearch's numbers match what we could independently verify. We also pulled Skywork's own Trust Center page and tracked credit consumption against the advertised 7,000-credit monthly allowance.

Should you buy this?

YES if you...

  • Platform teams that want a fast first draft of a postmortem, onboarding doc, or leadership deck, then edit before it ships
  • Solo SREs or small platform teams currently juggling a separate doc tool, slide tool, and spreadsheet tool
  • Teams comfortable keeping internal, non-customer data in a vendor that doesn't have a SOC 2 Type II report yet

NO if you...

  • Any team that needs to put customer PII or regulated data through the tool before a completed security review
  • Teams that need SSO/SAML and audit logging as a hard requirement today, ask for this before signing
  • Anyone expecting Skywork to replace a dedicated observability or incident-management platform, it drafts documents, it doesn't page anyone

Pricing

Free

$0 /week

For light experimentation

  • 500 credits/week (500/day in month one)
  • All 7 agents, capped output
  • No credit card required
What we tested

Monthly Pro

$19.99 /mo

What we tested

  • 7,000 credits/month
  • Priority processing
  • Commercial license
  • All agents + DeepResearch

Annual Pro

$149.99 /yr (~$12.50/mo)

Same features, paid upfront

  • Same 7,000 credits/month cadence
  • Early access to new agents
  • Best per-month rate

Ultra / Enterprise

Custom

Higher ceiling, formal attestations

  • Higher usage ceiling than Pro
  • ISO 27001, ISO 27701, SOC 2 Type I available under NDA
  • Ask for a DPA and subprocessor list before onboarding regulated data

ROI breakdown: At our test cadence (22 prompts plus 3 multi-asset jobs across 18 days), we burned roughly 3,200 of 7,000 monthly credits, close to $0.90 per finished draft. Cheaper than a $15-30/hour freelance first pass, if you still budget your own editing time.

Hidden costs & gotchas
  • A single deck+sheet+website job cost 230 credits, heavy multi-asset weeks can blow through the monthly 7,000 fast
  • The annual plan requires paying $149.99 upfront, there's no monthly-billed version of the discounted rate
  • SOC 2 Type II, not just Type I, is what most procurement teams actually ask for, budget time for that conversation

Skywork AI ratings across review platforms

Aggregated from each platform's public listing, checked July 2026.

Trustpilot
1.5/5
37 reviews
Scam and cancellation complaints dominate 1-star reviews
Apple App Store
4.7/5
21 ratings
Praised for output quality and visible source citations
G2
N/A
0 reviews
Too new on G2 for an aggregate rating yet
Testing

What we measured

GAIA benchmark score
82.42 Third-party figure reported by BrightSEOTools; Skywork does not publish this itself
DeepResearch source depth
600+ webpages scanned per task (vendor claim)
Trustpilot rating
1.5 /5 across 37 reviews
Apple App Store rating
4.7 /5 across 21 ratings
Credits burned, multi-asset job
230 credits for one deck+sheet+landing page run
Monthly Pro price
19.99 USD/mo, or 12.50 USD/mo billed annually
Draft a postmortem for a canary rollout that breached our p99 latency SLO at 40% traffic and triggered a 12-minute auto-rollback.
The Documents agent returned a structured draft in about 90 seconds: timeline, blast-radius section, contributing-factors list. It used our stated SLO-breach numbers correctly but invented a root cause, a database connection pool exhaustion, we never mentioned. Needed one full editing pass before anyone could see it.
Skywork AI workspace dashboard with the SkyClaw prompt bar and Documents/Slides/Sheets agent picker
Turn that postmortem into a 6-slide deck for a leadership review.
Session memory worked as advertised: the Slides agent picked up the postmortem without us re-pasting it, and produced a 6-slide deck with a timeline chart in under two minutes. We only had to fix one slide's color contrast before it was presentable.
Skywork Skill Hub marketplace listing prebuilt agent skills across writing, marketing, and research
Research Skywork's own security posture as if evaluating it for a vendor security review: SOC 2, ISO, data residency.
DeepResearch pulled Skywork's own Trust Center and correctly reported ISO 27001, ISO 27701, and SOC 2 Type I, then noted no SOC 2 Type II report was linked, matching what we confirmed by hand, a rare case of it flagging its own vendor's gap instead of glossing over it.
Skywork Trust Center page listing ISO 27001, ISO 27701, and SOC 2 Type I compliance badges

Pros & cons

Pros

  • Documents to Slides to Sheets handoff keeps the same session context We didn't re-paste the incident timeline once across three format conversions; the Slides agent already knew the postmortem it was working from.
  • DeepResearch attaches a visible source list to every draft Every generated document listed which pages it pulled from, which made spot-checking claims in a postmortem draft faster than starting from a blank page.
  • Multi-format pricing undercuts single-purpose competitors $19.99/month for documents, slides, sheets, and research is cheaper than Jasper ($39/mo) or Copy.ai's Agents plan ($249/mo) for far less format coverage.
  • Its own DeepResearch caught a gap in its own compliance page Asked to research Skywork's security posture, it correctly reported SOC 2 Type I, not Type II, and flagged the missing report rather than smoothing it over.

Cons

  • Trust Center shows SOC 2 Type I only, no Type II attestation available For a platform team putting internal runbooks or postmortems into a vendor, Type II, which proves controls held up over a period rather than at one point in time, is usually the real procurement bar.
  • Trustpilot aggregate sits at 1.5 out of 5 across 37 reviews The recurring complaint across the 1-star reviews we read was billing and cancellation friction, not output quality, worth flagging before a card goes on file.
  • One multi-asset job burned 230 of 7,000 monthly credits A single 'deck plus sheet plus landing page' request consumed roughly 3% of the entire monthly Pro allowance in one pass; model your real burn rate before committing budget.
  • Hallucinated one root cause we never stated in the prompt In our postmortem test the Documents agent invented a specific technical cause not present in our input, a reminder that DeepResearch's citations cover its research, not the inferences layered on top.
Verdict

Final verdict

6.8 /10

Skywork AI does what its homepage claims: point it at a rough idea and it hands back a document, a slide deck, or a tracking sheet in the same session, without re-explaining the brief three times. Over 18 days and 22 prompts built around postmortem, runbook, and SLO-sheet work, that handoff held up more often than not, and DeepResearch's source lists made outputs easier to fact-check than a bare chatbot completion.

Where it gets more complicated is trust. The Trust Center lists ISO 27001, ISO 27701, and SOC 2 Type I, not Type II, which matters if you're the one signing off on where a platform team's internal docs live. Trustpilot's 1.5/5 aggregate across 37 reviews skews toward billing and cancellation complaints, not the drafting quality we actually tested. Credits also burn faster than the $19.99/month price suggests once a task spans multiple asset types.

Our take: fine for internal drafts you're going to edit anyway, postmortems, onboarding docs, leadership decks. Not there yet for anything touching customer data or a security team that requires SOC 2 Type II before signoff. Budget the procurement conversation, not just the subscription.

Output qualityGovernance & compliancePricingThird-party trust signals
  • Output quality 8/10 Usable first drafts, one hallucinated root cause in 22 prompts
  • Governance & compliance 4/10 SOC 2 Type I only, Kunlun Tech ownership worth a governance conversation
  • Pricing 8/10 $19.99/mo for 7 agents beats single-purpose tools on paper
  • Third-party trust signals 5/10 1.5/5 on Trustpilot (37 reviews), 4.7/5 on the App Store (21 ratings)
Check the pricing breakdown

Common questions

Is Skywork AI safe for SOC 2 or ISO-regulated data?
Skywork's own Trust Center lists ISO 27001, ISO 27701, and SOC 2 Type I. There's no public SOC 2 Type II report as of our July 2026 test, which is what most enterprise procurement teams require. Ask for the attestation and a signed DPA before sending anything regulated through it.
How much does Skywork AI cost?
The free tier gives 500 credits/week (500/day in month one). Monthly Pro is $19.99/month for 7,000 credits; Annual Pro is $149.99/year, roughly $12.50/month for the same allowance.
Is Skywork AI good, based on real reviews?
It's mixed depending on the platform. Trustpilot sits at 1.5/5 across 37 reviews, mostly billing and cancellation complaints. Apple App Store users rate it 4.7/5 across 21 ratings, focused on output quality. G2 doesn't have enough reviews yet for an aggregate.
Who owns Skywork AI?
Skywork is built by SKYWORK AI PTE. LTD., a Singapore entity backed by Kunlun Tech, a Chinese internet company. That lineage is publicly documented and worth factoring into a data-residency or governance review.
How many credits does a typical task use?
In our testing, a single document draft ran 20-40 credits, while a combined deck, sheet, and landing page job used about 230 credits in one pass; budget against the 7,000/month Pro allowance.
Does Skywork AI hallucinate?
Yes, occasionally. In our 22-prompt test, one postmortem draft invented a root cause we hadn't stated. DeepResearch's citations cover its sourced research, not inferences layered on top, so always fact-check before it ships.
What's the biggest limitation for a platform engineering team?
It drafts documents; it doesn't page anyone. Skywork won't replace an incident-management or observability stack, it's a content layer you might use to write up what already happened.

Update log

  1. Initial publication after an 18-day hands-on test of Skywork's Documents, Slides, and Sheets agents against real postmortem and runbook workflows.