Compare & summarize
Compare multiple sources at once and lay out the key differences with citations.
e.g. · methodology differences of 3 papers in a table
CSTOKEN Work AI · Web-based AI workspace for work
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Here are the key differences in a table.
| Study | Methodology | Key conclusion |
|---|---|---|
| Bloom (2015) | Randomized controlled (RCT) | Productivity +13%, less attrition |
| OECD (2022) | Cross-country panel | Effects vary widely by country |
| Barrero (2023) | Large-scale survey | Hybrid best for satisfaction |
Sources ① Bloom 2015 ② OECD 2022 ③ Barrero 2023
The expiry check is missing. Fix it like this.
function verify(token, now) { if (!token.sig) return false; if (token.exp <= now) return false; // block expired tokens return check(token.sig); }I also suggested 2 boundary-case tests.
Q3 retention improved 4.2%p versus the prior quarter. The onboarding revamp was the main driver, and churn concentrates at the payment step. For Q4, I recommend prioritizing a simpler payment flow.
CSTOKEN Work AI workspace · Example: comparing several sources into key differences with citations
What's included
Pricing & limits
A fixed usage allowance with no extra purchases. Auto-renewal can be cancelled anytime before the next payment.
Subscription · auto-renews every 30 days
You can cancel anytime in your Whop membership settings before the next payment.
When you exceed the limit, with no extra allowance, it resets in the next 30-day period.
Once you use an AI work session at least once after first sign-in, refunds are limited due to the nature of digital services.
Duplicate payments, service not provided due to company fault, or service differing from what was advertised are reviewed individually.
Cancellation stops the next automatic payment; you can keep using the service until the current period's end date.
See the full refund policy for details.
Data handling
Because this service handles work material, we disclose our data-handling standards.
Stored in your account during the access period and deleted within 30 days after the subscription ends.
Your conversations and files are not used to train AI models.
Conversations and files are accessible only from your account.
See processing details and retention in the privacy policy.
Features
Organize research, write and review code, and draft and rewrite documents in a single web workspace. CSTOKEN manages the presets and model configuration per task.
Compare multiple sources at once and lay out the key differences with citations.
e.g. · methodology differences of 3 papers in a table
From writing functions to root-causing bugs and review, all in one window.
e.g. · find and fix a bug that lets expired tokens through
Rewrite notes and drafts into the right tone and length for the goal.
e.g. · rewrite a meeting note for an executive report
Models
Pick a performance tier yourself or leave it to auto routing. The limits below are provided as a fixed allowance with no extra purchase.
| Model | Main use | Selection | Weekly limit |
|---|---|---|---|
| CSTOKEN LargeStandard | Research · documents · general work | Manual or auto routing | Up to 280 hours/weekFixed allowance |
| CSTOKEN Extra LargeHigh-performance · coding | Coding · deep analysis | Manual or auto routing | Up to 36 hours/weekFixed allowance |
Model configuration may be adjusted to maintain performance; changes are announced in the service. The stated limits reset every 30-day period with no extra allowance.
soon We'll add GLM-family open models to the options.
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