AI Crypto Token Filter: Smart AI Rewrite Demo (PASS vs REJECT)

Use Smart AI Rewrite to evaluate token alert messages against configured thresholds and add a PASS, REVIEW, or REJECT verdict before the next forwarding or review step.

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✅ iOS → App Store ✅ Android → Google Play ✅ Web → web.autoforwardtelegram.com

What does this feature do?

This workflow adds a quality check before a token message is sent to the destination chat:

1. A token message arrives in the source chat.

2. Smart AI Rewrite reads the metrics included in the message.

3. AI adds a verdict to the first line: PASS, REVIEW, or REJECT.

For example, a token with sufficient liquidity and volume, a favorable buyer-to-seller ratio, and acceptable holder concentration can receive PASS. A token that fails a rule or has missing data receives a different verdict for the next workflow step.

PASS only means that the message passed the data rules configured in the prompt. It is not a guarantee that the token is safe, a price prediction, or investment advice.

Before you start

• Create or open a forwarding task with the correct source chat and destination chat.

• Define the thresholds you want to use. The thresholds in this guide are examples.

• Prepare a test message that does not contain private information.

• Decide how your workflow should handle PASS, REVIEW, and REJECT after AI processing.

• If you use screenshots for documentation or support, hide chat names, IDs, account details, and private content.

Do not put API keys, passwords, access tokens, private IDs, or account information in the prompt or screenshots. Use a sample message and a placeholder token address in documentation and demos.

Processing flow

Source chat
    ↓
Smart AI Rewrite
    ↓
PASS / REVIEW / REJECT
    ↓
Destination chat

1. Open Smart AI Rewrite

1. Open the forwarding task you want to configure.

2. Open Smart AI Rewrite.

3. Turn on the Smart AI Rewrite toggle.

4. Check the selected model in Model.

You do not need to change the model if you want to keep the current configuration. Model names and versions may change as the system is updated.

The app may warn that using AI can cause a slight delay in message forwarding. This delay is expected because the message must be processed before the next forwarding or review step.

2. Enter the token evaluation prompt

In Rewrite Instructions, enter a prompt. The example below uses demonstration thresholds and tells AI to use only the data explicitly included in the message.

You are a strict token-quality classifier.

Analyze only the explicit metrics included in the incoming token alert. Do not browse external links, do not make price predictions, and do not provide financial advice.

For this demo, return PASS only when all mandatory conditions are satisfied:

- Liquidity is at least $10K
- Volume is at least $100K
- Token age is at least 30 minutes
- 1H price change is positive
- Buyers are greater than or equal to sellers
- Top-holder concentration is no more than 25%
- Developer holding is no more than 5%
- Ghost-wallet percentage is no more than 10%
- All mandatory values are explicitly present

If all conditions pass, the first line must be exactly:
PASS

If the data is incomplete or uncertain, the first line must be exactly:
REVIEW

If one or more explicit risk thresholds fail, the first line must be exactly:
REJECT

The second line must contain a short metric summary in this format:
AI Check: [metric] ✓ | [metric] ✓ | [metric] ✗

After the first two lines, reproduce the original message exactly as received. Preserve all links, emojis, Markdown formatting, token address, and line breaks. Do not translate, summarize, rewrite, or add any content before the verdict line.

How can I change the thresholds?

You can change values such as $10K, $100K, 30 minutes, and 25% to match your strategy. Whenever you change a threshold, test the workflow with both a passing and a failing message.

Do not ask AI to open links in the message unless your product provides a separate verified data source. This prompt is designed to evaluate only the metrics that are explicitly visible in the incoming message.

3. Save and apply the configuration

1. Review the prompt in Rewrite Instructions.

2. Click Save & Apply.

3. Wait for the configuration to be saved before sending a test message.

After saving, send a new message to the source chat. Use a new test message for each check so that you can distinguish the current result from an earlier configuration.

4. Test with a passing message

Use a sanitized sample message with all real links and addresses removed:

[Token alert - demo]
Name: Example Token
Liquidity: $17.4K
Volume: $371K
Age: 2h
1H: +40.1%
Buyers: 1.9K
Sellers: 1.2K
Top-holder concentration: 21%
Developer holding: 0%
Ghost wallets: 1.3%
Contract: EXAMPLE_TOKEN_ADDRESS

Expected result:

PASS
AI Check: LIQ 17.4K ✓ | VOL 371K ✓ | AGE 2h ✓ | 1H +40.1% ✓ | B/S 1.9K/1.2K ✓ | TOP 21% ✓ | DEV 0% ✓ | GHOST 1.3% ✓

[Original demo message]

When the first line is PASS:

1. AI Rewrite has added the verdict.

2. The message is ready for the next forwarding or review step in your workflow.

5. Test with a failing message

Use a second sample message with one or more values outside the thresholds:

[Token alert - demo]
Liquidity: $4K
Volume: $35K
Age: 12m
1H: -18%
Buyers: 200
Sellers: 800
Top-holder concentration: 42%
Developer holding: 18%
Ghost wallets: 16%
Contract: EXAMPLE_TOKEN_ADDRESS_2

Expected result:

REJECT
AI Check: LIQ 4K ✗ | VOL 35K ✗ | AGE 12m ✗ | 1H -18% ✗ | B/S 200/800 ✗ | TOP 42% ✗ | DEV 18% ✗ | GHOST 16% ✗

[Original demo message]

Because the message is labeled REJECT, it can be excluded from forwarding or sent for review according to your task configuration.

If a mandatory metric is missing, the expected result is REVIEW, not PASS:

REVIEW
AI Check: LIQ 17.4K ✓ | VOL 371K ✓ | AGE 2h ✓ | TOP HOLDER DATA MISSING ?

After setup

The workflow is configured correctly when it produces these states:

Message content	Verdict	Recommended handling
All thresholds pass and all required data is present	PASS	Continue with the next forwarding or review step
Required data is missing or uncertain	REVIEW	Hold for manual review or route to a review workflow
One or more risk thresholds fail	REJECT	Exclude from the next step or review manually

Manage the configuration

Change the evaluation thresholds

1. Open Smart AI Rewrite.

2. Edit the thresholds in Rewrite Instructions.

3. Click Save & Apply.

4. Run both the PASS and REJECT tests again.

If you keep the PASS, REVIEW, and REJECT labels, update only the prompt and rerun the test cases.

Change the verdict format

If you want to use a different label, such as TOKEN_PASS, update all of the following:

1. The prompt in Rewrite Instructions.

2. Your test cases and related internal documentation.

If you change the verdict format, update any downstream workflow that reads the verdict.

Disable Smart AI Rewrite

Turn off the Smart AI Rewrite toggle when you no longer want AI to process messages.

When AI is disabled, messages no longer receive an AI-generated verdict. Review any downstream workflow that expects PASS, REVIEW, or REJECT before disabling the feature.

Common statuses

Status	Meaning	What to do
Smart AI Rewrite enabled	Messages are processed by AI before forwarding.	Check the prompt and selected model.
PASS	All mandatory conditions passed according to the prompt.	Continue with the next forwarding or review step.
REVIEW	Data is missing or the result is not sufficiently certain.	Review the message manually or send it to a review chat.
REJECT	One or more risk thresholds failed.	Exclude it from the next step or review it manually.
Forwarding is slower than usual	AI needs additional time to process the message.	Wait briefly before checking the destination chat.

Troubleshooting

A token receives an unexpected verdict

Check the following:

1. Smart AI Rewrite is enabled.

2. You clicked Save & Apply after editing the prompt.

3. The AI result has the expected verdict on the first line.

4. All mandatory metrics are explicitly present in the test message.

5. The source and destination chats are still correct and the account still has access.

Every message receives the same verdict

A common cause is that the prompt thresholds are too strict, required metrics are missing, or AI added an explanation before the verdict. Keep the requirement that the first line must contain only PASS, REVIEW, or REJECT, and check the actual output.

AI returns PASS when data is missing

Add or keep this condition in the prompt:

Never output PASS when a mandatory value is missing.

Click Save & Apply, then test with a message that intentionally omits one mandatory metric.

The original content changes

The prompt asks AI to preserve links, emojis, Markdown, the token address, and line breaks. If the output is still summarized or rewritten:

1. Check the selected model.

2. Reinforce the instruction reproduce the original message exactly.

3. Test with a new sample message.

If the content still changes, confirm with the product team whether Smart AI Rewrite supports a prepend-only mode that adds a verdict without rewriting the original message.

Frequently asked questions

Does PASS mean that the token is safe?

No. PASS only means that the token met the data thresholds in the prompt. It does not check every contract risk, liquidity risk, mint or freeze authority, developer behavior, or external data source.

Does AI open DEX, Solscan, or chart links automatically?

Do not assume that it does. This guide asks AI to read only the metrics already present in the message. If you need external verification, the product must provide a separate data source or verification step.

Do I have to use all three verdicts: PASS, REVIEW, and REJECT?

No, but a fixed format makes the output predictable and manual review easier. If you change a verdict label, update the prompt and any downstream workflow together.

Can AI slow down forwarding?

Yes. The Smart AI Rewrite screen warns that using AI may cause a slight delay during message forwarding.

Can I write the prompt in another language?

Yes, as long as the prompt defines the output format clearly and requires the verdict on the first line. The English prompt in this guide is provided as a stable example.

Notes to confirm before release

The available reference materials confirm the Model, Smart AI Rewrite, Rewrite Instructions, and Save & Apply components. Confirm the following in the app version that will be released:

• Where the rewritten message appears after Smart AI Rewrite processes it.

• Whether the original links, emojis, Markdown, token address, and line breaks are preserved.

• Whether the model can consistently place only the verdict on the first line.

• How PASS, REVIEW, and REJECT should be handled by the rest of the forwarding workflow.