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Get Started Free →Deploy Bright Data integrations to Vercel, Fly.io, and Cloud Run platforms. Use when deploying Bright Data-powered applications to production, configuring platform-specific secrets, or setting up deployment pipelines. Trigger with phrases like "deploy brightdata", "brightdata Vercel", "brightdata production deploy", "brightdata Cloud Run", "brightdata Fly.io".
.claude/skills/jeremylongshore-brightdata-deploy-integration/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 20% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 50% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 93% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 14% | 0% |
Deploy collection as bounded workers instead of one privileged process. Separate synchronous proxy or Browser API requests from scraper triggers, snapshot polling, downloads, and destination delivery so each stage has its own authority, queue, resource ceiling, and rollback.
Read the application and Grep for proxy requests, Browser API sessions, /datasets/v3/trigger, progress checks, snapshot downloads, and delivery calls. Assign each responsibility to the smallest worker role.
Write or Edit deployment manifests with separate queues and identities for request, browser, trigger, poll, download, validate, and delivery workers. Add target allowlists, byte and record ceilings, timeouts, concurrency bounds, and dead-letter routing.
Stream large snapshots to bounded storage, validate schema before downstream use, quarantine unexpected content, and require an approved destination before invoking /datasets/v3/deliver/SNAPSHOT_ID.
Specify health signals, queue-depth and error-class alerts, canary capacity, drain behavior, rollback version, secret revocation, and replay rules. Produce manifests and a deployment plan; do not initiate production traffic from this skill.
Use Read and Grep for topology and configuration discovery. Use Write and Edit for deployment manifests, queue contracts, policies, tests, and runbooks. This skill does not deploy, rotate credentials, create zones, or send provider requests.
A trigger worker creates one approved scraper job, a poller records state transitions, a downloader streams the completed snapshot to quarantine, a validator enforces the schema, and a delivery worker releases only accepted records to an approved destination.
| Failure | Meaning | Response | |---------|---------|----------| | One worker holds every credential | Blast radius is too large | Split identities and secret scopes | | Download memory grows with snapshot size | Transfer is unbounded | Stream with byte ceilings and backpressure | | Delivery destination is runtime input | Exfiltration boundary is open | Resolve destinations from an approved manifest |
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 19,912 | 9,801 | -51% | 1 | 1 | 0% | 4,067 | 3,825 | -6% | 0 | 0 | — |
case-18 | pass→pass | 15,724 | 10,789 | -31% | 1 | 1 | 0% | 2,587 | 3,446 | +33% | 0 | 0 | — |
case-02 | fail→fail | 18,125 | 13,629 | -25% | 1 | 1 | 0% | 3,165 | 4,314 | +36% | 0 | 0 | — |
case-03 | fail→fail | 14,465 | 9,508 | -34% | 1 | 1 | 0% | 2,887 | 3,733 | +29% | 0 | 0 | — |
case-04 | pass→pass | 16,120 | 13,222 | -18% | 1 | 1 | 0% | 3,095 | 4,167 | +35% | 0 | 0 | — |
case-05 | pass→pass | 13,892 | 16,108 | +16% | 1 | 1 | 0% | 1,544 | 3,780 | +145% | 0 | 0 | — |
case-06 | pass→pass | 14,961 | 14,560 | -3% | 1 | 1 | 0% | 2,355 | 3,969 | +69% | 0 | 0 | — |
case-07 | fail→pass | 8,852 | 2,973 | -66% | 1 | 1 | 0% | 1,737 | 2,079 | +20% | 0 | 0 | — |
case-08 | fail→pass | 9,733 | 5,887 | -40% | 1 | 1 | 0% | 1,752 | 2,636 | +50% | 0 | 0 | — |
case-09 | pass→pass | 30,541 | 13,112 | -57% | 1 | 1 | 0% | 2,283 | 4,122 | +81% | 0 | 0 | — |
case-10 | fail→fail | 17,086 | 10,552 | -38% | 1 | 1 | 0% | 2,262 | 3,361 | +49% | 0 | 0 | — |
case-11 | fail→pass | 9,846 | 10,498 | +7% | 1 | 1 | 0% | 1,738 | 3,348 | +93% | 0 | 0 | — |
case-12 | fail→fail | 14,513 | 6,285 | -57% | 1 | 1 | 0% | 2,610 | 2,775 | +6% | 0 | 0 | — |
case-13 | pass→pass | 12,240 | 3,425 | -72% | 1 | 1 | 0% | 2,019 | 2,090 | +4% | 0 | 0 | — |
case-14 | fail→pass | 14,407 | 7,132 | -50% | 1 | 1 | 0% | 2,464 | 2,810 | +14% | 0 | 0 | — |
case-15 | fail→pass | 11,804 | 2,958 | -75% | 1 | 1 | 0% | 2,097 | 1,982 | -5% | 0 | 0 | — |
case-16 | pass→pass | 9,856 | 3,314 | -66% | 1 | 1 | 0% | 1,858 | 2,142 | +15% | 0 | 0 | — |
case-17 | pass→pass | 7,399 | 2,739 | -63% | 1 | 1 | 0% | 1,256 | 1,880 | +50% | 0 | 0 | — |
case-19 | pass→pass | 17,037 | 9,502 | -44% | 1 | 1 | 0% | 2,711 | 3,076 | +13% | 0 | 0 | — |
case-20 | fail→pass | 24,341 | 28,209 | +16% | 1 | 1 | 0% | 2,480 | 4,536 | +83% | 0 | 0 | — |
case-21 | pass→pass | 10,927 | 4,993 | -54% | 1 | 1 | 0% | 2,029 | 2,374 | +17% | 0 | 0 | — |
case-22 | pass→pass | 10,727 | 6,496 | -39% | 1 | 1 | 0% | 1,919 | 2,067 | +8% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +32 percentage points is the difference between those two pass rates over the 22 comparable cases.
The publisher has shipped newer versions since this run, so these numbers describe v1, not the version currently listed.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.