model-debugging
Enables debugging and diagnosing of model errors in Pollinations services, analyzing logs and identifying affected users.
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The model-debugging skill was audited on Jun 4, 2026 and we found 38 security issues across 3 threat categories, including 2 high-severity. Review the findings below before installing.
Categories Tested
Security Issues
medium line 280
Curl to non-GitHub URL
SourceSKILL.md
| 280 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/keys" \ |
medium line 294
Curl to non-GitHub URL
SourceSKILL.md
| 294 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/query" \ |
medium line 321
Curl to non-GitHub URL
SourceSKILL.md
| 321 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/query" \ |
medium line 348
Curl to non-GitHub URL
SourceSKILL.md
| 348 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/query" \ |
medium line 377
Curl to non-GitHub URL
SourceSKILL.md
| 377 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/keys" \ |
medium line 453
Curl to non-GitHub URL
SourceSKILL.md
| 453 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/query" \ |
medium line 478
Curl to non-GitHub URL
SourceSKILL.md
| 478 | curl -s 'https://gen.pollinations.ai/v1/chat/completions' \ |
medium line 485
Curl to non-GitHub URL
SourceSKILL.md
| 485 | curl -s 'https://gen.pollinations.ai/image/test?model=MODEL_NAME&width=256&height=256' \ |
medium line 523
Curl to non-GitHub URL
SourceSKILL.md
| 523 | curl -s "https://api.europe-west2.gcp.tinybird.co/v0/pipes/model_health.json?token=$TB&minutes=240" | jq '.data' |
medium line 532
Curl to non-GitHub URL
SourceSKILL.md
| 532 | curl -s "https://api.europe-west2.gcp.tinybird.co/v0/sql?token=$TB" \ |
medium line 544
Curl to non-GitHub URL
SourceSKILL.md
| 544 | curl -s "https://api.europe-west2.gcp.tinybird.co/v0/sql?token=$TB" \ |
medium line 554
Curl to non-GitHub URL
SourceSKILL.md
| 554 | curl -s "https://api.europe-west2.gcp.tinybird.co/v0/sql?token=$TB" \ |
low line 91
Access to hidden dotfiles in home directory
SourceSKILL.md
| 91 | ssh -i ~/.ssh/id_rsa_ovh [email protected] "sudo journalctl -u image-pollinations -f" |
low line 94
Access to hidden dotfiles in home directory
SourceSKILL.md
| 94 | ssh -i ~/.ssh/id_rsa_ovh [email protected] "sudo journalctl -u image-pollinations --since '3 minutes ago' --no-pager" > legacy-image-logs.txt |
high line 91
Access to SSH directory
SourceSKILL.md
| 91 | ssh -i ~/.ssh/id_rsa_ovh [email protected] "sudo journalctl -u image-pollinations -f" |
high line 94
Access to SSH directory
SourceSKILL.md
| 94 | ssh -i ~/.ssh/id_rsa_ovh [email protected] "sudo journalctl -u image-pollinations --since '3 minutes ago' --no-pager" > legacy-image-logs.txt |
medium line 105
Access to .env file
SourceSKILL.md
| 105 | **Fix**: Create new Azure Content Safety resource and update `.env`: |
low line 212
Access to .env file
SourceSKILL.md
| 212 | # Or from existing .env |
low line 213
Access to .env file
SourceSKILL.md
| 213 | grep CLOUDFLARE_ACCOUNT_ID image.pollinations.ai/.env |
low line 22
External URL reference
SourceSKILL.md
| 22 | The Model Monitor at https://monitor.pollinations.ai shows **all real-world traffic**, including: |
low line 61
External URL reference
SourceSKILL.md
| 61 | View current model health at: https://monitor.pollinations.ai |
low line 107
External URL reference
SourceSKILL.md
| 107 | AZURE_CONTENT_SAFETY_ENDPOINT=https://<new-resource>.cognitiveservices.azure.com/ |
low line 219
External URL reference
SourceSKILL.md
| 219 | 1. Go to https://dash.cloudflare.com/profile/api-tokens |
low line 262
External URL reference
SourceSKILL.md
| 262 | POST https://api.cloudflare.com/client/v4/accounts/{account_id}/workers/observability/telemetry/query |
low line 280
External URL reference
SourceSKILL.md
| 280 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/keys" \ |
low line 294
External URL reference
SourceSKILL.md
| 294 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/query" \ |
low line 321
External URL reference
SourceSKILL.md
| 321 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/query" \ |
low line 348
External URL reference
SourceSKILL.md
| 348 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/query" \ |
low line 377
External URL reference
SourceSKILL.md
| 377 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/keys" \ |
low line 421
External URL reference
SourceSKILL.md
| 421 | H="https://api.europe-west2.gcp.tinybird.co" |
low line 442
External URL reference
SourceSKILL.md
| 442 | 1. **Check Model Monitor** - https://monitor.pollinations.ai |
low line 453
External URL reference
SourceSKILL.md
| 453 | curl -s "https://api.cloudflare.com/client/v4/accounts/$ACCOUNT_ID/workers/observability/telemetry/query" \ |
low line 478
External URL reference
SourceSKILL.md
| 478 | curl -s 'https://gen.pollinations.ai/v1/chat/completions' \ |
low line 485
External URL reference
SourceSKILL.md
| 485 | curl -s 'https://gen.pollinations.ai/image/test?model=MODEL_NAME&width=256&height=256' \ |
low line 523
External URL reference
SourceSKILL.md
| 523 | curl -s "https://api.europe-west2.gcp.tinybird.co/v0/pipes/model_health.json?token=$TB&minutes=240" | jq '.data' |
low line 532
External URL reference
SourceSKILL.md
| 532 | curl -s "https://api.europe-west2.gcp.tinybird.co/v0/sql?token=$TB" \ |
low line 544
External URL reference
SourceSKILL.md
| 544 | curl -s "https://api.europe-west2.gcp.tinybird.co/v0/sql?token=$TB" \ |
low line 554
External URL reference
SourceSKILL.md
| 554 | curl -s "https://api.europe-west2.gcp.tinybird.co/v0/sql?token=$TB" \ |
Scanned on Jun 4, 2026
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Categorydata analytics
UpdatedJune 13, 2026
claudefrontendremotiongitapidatabasetestingdevopsbackenddata-analystml-ai-engineertechnical-supportdata analyticsdevelopmentsupport
pollinations/pollinations