์Šคํ‚ฌ turbo-pipelines
๐Ÿ“ฆ

turbo-pipelines

์ฝ˜ํ…์ธ  ๋ฆฌ๋น„์ „ r1 ์น˜๋ช…์  โš™๏ธ ์™ธ๋ถ€ ๋ช…๋ น์–ด๐ŸŒ ๋„คํŠธ์›Œํฌ ์ ‘๊ทผ๐Ÿ“ ํŒŒ์ผ ์‹œ์Šคํ…œ ์ ‘๊ทผ

Design and Validate Turbo Pipelines

Pipeline configuration can be difficult when sources, transforms, sinks, and deployment modes interact. This skill provides practical YAML guidance and architecture decisions for reliable Goldsky Turbo designs.

์ง€์›: Claude Codex Code(CC)
Maintain this Skill? Claim it โš ๏ธ 38 ๋‚˜์จ

๋‚ด ์—์ด์ „ํŠธ๋กœ ์„ค์น˜

์ด ์š”์ฒญ์„ ์—์ด์ „ํŠธ์— ๋ณต์‚ฌํ•˜์„ธ์š”. ๊ณต์‹ Skill ํŽ˜์ด์ง€์™€ ๋งค๋‹ˆํŽ˜์ŠคํŠธ๊ฐ€ ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

์—์ด์ „ํŠธ ์š”์ฒญ
Review the Skillstore skill "turbo-pipelines" from https://skillstore.io/skills/goldsky-io-turbo-pipelines.md and its manifest at https://skillstore.io/api/skills/goldsky-io-turbo-pipelines/manifest. Verify the artifact. Do not auto-install. Inspect the skill and report your findings, then wait for an operator or manual installation decision.

์—์ด์ „ํŠธ๋Š” ๊ณ„์†ํ•ด์„œ ๊ณ„ํš์„ ํ‘œ์‹œํ•˜๊ณ  ๋ณด์•ˆ ์ •์ฑ…์—์„œ ์š”๊ตฌํ•˜๋Š” ํ™•์ธ์„ ์š”์ฒญํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์—์ด์ „ํŠธ๊ฐ€ ์ฝ๊ธฐ ์‰ฌ์šด ๋ฆฌ์†Œ์Šค

AI ์—์ด์ „ํŠธ, ํฌ๋กค๋Ÿฌ, ์Šคํฌ๋ฆฝํŠธ๊ฐ€ ์ „์ฒด ํŽ˜์ด์ง€ ๋Œ€์‹  ์ •๋ฆฌ๋œ ์ปจํ…์ŠคํŠธ๋งŒ ํ•„์š”ํ•  ๋•Œ ์ด ๋งํฌ๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

Markdown ์ƒ์„ธ GET /skills/goldsky-io-turbo-pipelines.md ์„œ๋ช…๋œ manifest GET /api/skills/goldsky-io-turbo-pipelines/manifest ์„œ๋ช…๋œ lockfile GET /api/skills/goldsky-io-turbo-pipelines/lockfile

ํ…Œ์ŠคํŠธํ•ด ๋ณด๊ธฐ

"turbo-pipelines" ์‚ฌ์šฉ ์ค‘์ž…๋‹ˆ๋‹ค. When should I use a dataset source with `start_at: earliest`?

์˜ˆ์ƒ ๊ฒฐ๊ณผ:

Use it when the pipeline must process available history before continuing with new events. Bound the work for large backfills and confirm the destination can store the result.

"turbo-pipelines" ์‚ฌ์šฉ ์ค‘์ž…๋‹ˆ๋‹ค. Should three destinations use separate pipelines?

์˜ˆ์ƒ ๊ฒฐ๊ณผ:

Use one pipeline with multiple sinks when the destinations share the same source and lifecycle. Split pipelines when sources, resource sizes, or deployment lifecycles differ.

"turbo-pipelines" ์‚ฌ์šฉ ์ค‘์ž…๋‹ˆ๋‹ค. What should I check after a validation error?

์˜ˆ์ƒ ๊ฒฐ๊ณผ:

  • Confirm names, required fields, and source references.
  • Check primary keys and SQL references.
  • Validate bounds, credentials, and destination capacity before deployment.

๋ณด์•ˆ ๊ฐ์‚ฌ

์น˜๋ช…์ 
v1 โ€ข 2026. 9. 28. ๋ฒ„์ „๋ณ„ ๋ณด๊ณ ์„œ ์—ด๊ธฐ

Most static matches are documentation false positives involving Markdown syntax, URLs, field names, and a targeted troubleshooting path. The installer examples that pipe remote content directly to a shell are confirmed critical risks and require removal or a verified installation process.

16
์Šค์บ”๋œ ํŒŒ์ผ
1,477
๋ถ„์„๋œ ์ค„ ์ˆ˜
0
๊ฒ€ํ†  ํ•ญ๋ชฉ
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์˜คํƒ ๋ฌด์‹œ๋จ

ํ™•์ธ๋œ ๋ณด์•ˆ ์šฐ๋ ค ์‚ฌํ•ญ (7)

์น˜๋ช…์ 
references/troubleshooting.md:40
Pipe to shell pattern
curl https://install-turbo.goldsky.com | sh
The documented command downloads remote content and pipes it directly to a shell. A compromised endpoint or intercepted response could execute arbitrary commands with the user's privileges.
์น˜๋ช…์ 
references/troubleshooting.md:50
Pipe to shell pattern
curl https://install-turbo.goldsky.com | sh
The documented command downloads remote content and pipes it directly to a shell. A compromised endpoint or intercepted response could execute arbitrary commands with the user's privileges.
์น˜๋ช…์ 
references/troubleshooting.md:166
Pipe to shell pattern
| **Turbo binary not installed** | Run `curl https://install-turbo.goldsky.com \| sh`
The documented command downloads remote content and pipes it directly to a shell. A compromised endpoint or intercepted response could execute arbitrary commands with the user's privileges.
์น˜๋ช…์ 
SKILL.md:39
Pipe to shell pattern
- **Goldsky CLI** โ€” `curl https://goldsky.com | sh`
The documented command downloads remote content and pipes it directly to a shell. A compromised endpoint or intercepted response could execute arbitrary commands with the user's privileges.
์น˜๋ช…์ 
SKILL.md:40
Pipe to shell pattern
- **Turbo extension** (separate binary) โ€” `curl https://install-turbo.goldsky.com | sh`
The documented command downloads remote content and pipes it directly to a shell. A compromised endpoint or intercepted response could execute arbitrary commands with the user's privileges.
์น˜๋ช…์ 
SKILL.md:359
Pipe to shell pattern
| Install Goldsky CLI | `curl https://goldsky.com \| sh` |
The documented command downloads remote content and pipes it directly to a shell. A compromised endpoint or intercepted response could execute arbitrary commands with the user's privileges.
์น˜๋ช…์ 
SKILL.md:360
Pipe to shell pattern
| Install Turbo extension | `curl https://install-turbo.goldsky.com \| sh` |
The documented command downloads remote content and pipes it directly to a shell. A compromised endpoint or intercepted response could execute arbitrary commands with the user's privileges.

์œ„ํ—˜ ์š”์ธ

โš™๏ธ ์™ธ๋ถ€ ๋ช…๋ น์–ด (50)
evals/trigger-eval.json:9 SKILL.md:8 SKILL.md:10 SKILL.md:16-30 SKILL.md:30-32 SKILL.md:32-35 SKILL.md:35-39 SKILL.md:39-40 SKILL.md:40-41 SKILL.md:41-42 SKILL.md:42-52 SKILL.md:52 SKILL.md:53 SKILL.md:54 SKILL.md:55 SKILL.md:56-57 SKILL.md:57-65 SKILL.md:65-66 SKILL.md:66-67 SKILL.md:67-68 SKILL.md:68-70 SKILL.md:70-76 SKILL.md:76-77 SKILL.md:77-78 SKILL.md:78-79 SKILL.md:79-80 SKILL.md:80-81 SKILL.md:81-85 SKILL.md:85 SKILL.md:91-92 SKILL.md:92-93 SKILL.md:93-94 SKILL.md:94-95 SKILL.md:95-96 SKILL.md:96-97 SKILL.md:97-98 SKILL.md:98-99 SKILL.md:99-100 SKILL.md:100-101 SKILL.md:101-111 SKILL.md:111-120 SKILL.md:120 SKILL.md:126 SKILL.md:134-153 SKILL.md:153-159 SKILL.md:159-170 SKILL.md:170-174 SKILL.md:174 SKILL.md:175 SKILL.md:176
๐ŸŒ ๋„คํŠธ์›Œํฌ ์ ‘๊ทผ (11)
references/troubleshooting.md:28 references/troubleshooting.md:40 references/troubleshooting.md:50 SKILL.md:39 SKILL.md:40 SKILL.md:103 SKILL.md:274 SKILL.md:359 SKILL.md:360 templates/fan-out-pipeline.yaml:62 templates/multi-sink-pipeline.yaml:52
๐Ÿ“ ํŒŒ์ผ ์‹œ์Šคํ…œ ์ ‘๊ทผ (2)
references/troubleshooting.md:37 references/troubleshooting.md:37

๊ฐ์ง€๋œ ํŒจํ„ด

Pipe to shell patternร—7
๊ฐ์‚ฌ์ž: codex
์ด ๋ณด๊ณ ์„œ ๊ณต์œ  ๋ฐ ์ธ์šฉ

๋ฒ„์ „์ด ์ง€์ •๋œ ํ‰๊ฐ€ ๋ณด๊ณ ์„œ, ์ค‘๋ฆฝ ๋ฐฐ์ง€, ์ž„๋ฒ ๋“œ ์นด๋“œ ๋ฐ ์ธ์šฉ์„ ๊ณต์œ ํ•˜์„ธ์š”. Skillstore๋Š” ๊ทผ๊ฑฐ๋ฅผ ๋ณด๊ณ ํ•˜์ง€๋งŒ ์ด Skill์˜ ์•ˆ์ „ ์—ฌ๋ถ€๋ฅผ ํŒ๋‹จํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค.

๋ฒ„์ „๋ณ„ ๋ณด๊ณ ์„œ ์—ด๊ธฐ
๋ณด์•ˆ ํ‰๊ฐ€

๋ณด๊ณ ์„œ ๋งํฌ ๋ณต์‚ฌ

https://skillstore.io/skills/goldsky-io-turbo-pipelines/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown ๋ฐฐ์ง€

[![Skillstore security assessment](https://skillstore.io/badges/skills/goldsky-io-turbo-pipelines/security.svg)](https://skillstore.io/skills/goldsky-io-turbo-pipelines?utm_source=security_passport_badge)

HTML ๋ฐฐ์ง€

<a href="https://skillstore.io/skills/goldsky-io-turbo-pipelines?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/goldsky-io-turbo-pipelines/security.svg" alt="Skillstore security assessment" loading="lazy"></a>

์ž„๋ฒ ๋“œ ์นด๋“œ

<iframe src="https://skillstore.io/embed/skills/goldsky-io-turbo-pipelines.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>
ํ•™์ˆ  ์ธ์šฉ (APA ยท BibTeX ยท CFF)

APA ์ธ์šฉ

goldsky-io. (2026). turbo-pipelines security audit report (audit version 1) [Author version unspecified]. Skillstore. https://skillstore.io/skills/goldsky-io-turbo-pipelines/audits/1

BibTeX ์ธ์šฉ

@techreport{goldsky-io-goldsky-io-turbo-pipelines-2026, author = {goldsky-io}, title = {turbo-pipelines security audit report (audit version 1)}, institution = {Skillstore}, year = {2026}, number = {1}, url = {https://skillstore.io/skills/goldsky-io-turbo-pipelines/audits/1}, note = {Author version unspecified} }

CITATION.cff

cff-version: 1.2.0 message: "If you use this Skill, cite its author and this versioned security audit report." title: "turbo-pipelines security audit report (audit version 1)" version: "unspecified" type: report authors: - name: "goldsky-io" date-released: "2026-09-28" url: "https://skillstore.io/skills/goldsky-io-turbo-pipelines/audits/1" identifiers: - type: other value: "skillstore:goldsky-io-turbo-pipelines:audit:1" description: "Skillstore immutable audit report identifier"

Skillstore ์ ์ˆ˜

์ด ์ ์ˆ˜์˜ ์ด์œ  ์ฆ๊ฑฐ ์‹ ๋ขฐ๋„: ๋‚ฎ์Œ
45
์•„ํ‚คํ…์ฒ˜
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์œ ์ง€๋ณด์ˆ˜์„ฑ
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์ฝ˜ํ…์ธ 
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์ปค๋ฎค๋‹ˆํ‹ฐ
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์‚ฌ์–‘ ์ค€์ˆ˜

๋งŒ๋“ค ์ˆ˜ ์žˆ๋Š” ๊ฒƒ

Choose a Pipeline Architecture

Compare sources, modes, resource sizes, and sink layouts before starting a new data pipeline.

Configure a Production Sink

Check required fields and connection patterns for PostgreSQL, ClickHouse, Kafka, Pub/Sub, webhooks, or storage sinks.

Troubleshoot Pipeline Validation

Map common validation and runtime errors to likely configuration fixes and verification steps.

์ด ํ”„๋กฌํ”„ํŠธ๋ฅผ ์‚ฌ์šฉํ•ด ๋ณด์„ธ์š”

Explain a Pipeline Field 
Explain what the `start_at` field does in a dataset source. Compare `earliest` and `latest`, and state when each is appropriate.
Select a Source and Mode 
I need historical blockchain data followed by live updates. Recommend a source and mode, explain the tradeoffs, and list the fields I should verify.
Design Multiple Outputs 
Design a fan-out pipeline that sends one source to PostgreSQL, Kafka, and object storage. Explain the source, transforms, sink references, and sizing choices.
Review a Multi-Chain Plan 
Review my multi-chain pipeline architecture. Compare one multi-source pipeline with separate per-chain pipelines, then identify checkpoint, resource, and failure-isolation concerns.

๋ชจ๋ฒ” ์‚ฌ๋ก€

  • Set an explicit source start position and bound historical backfills.
  • Validate the complete configuration before deployment.
  • Match resource size and destination capacity to expected volume.

ํ”ผํ•˜๊ธฐ

  • Do not split one shared source into separate pipelines without a lifecycle reason.
  • Do not deploy an unbounded historical backfill to a small destination.
  • Do not treat undocumented source or sink names as guaranteed service features.

์ž์ฃผ ๋ฌป๋Š” ์งˆ๋ฌธ

What does this skill cover?
It covers Turbo YAML fields, architecture patterns, resource sizing, sinks, transforms, validation, and troubleshooting.
Can it deploy my pipeline?
No. It provides configuration guidance and commands, but it does not replace the builder, operations, or deployment workflow.
When should I choose a dataset source?
Choose a dataset for structured blockchain data, historical backfills, or explicit start positions.
When should I choose Kafka?
Choose Kafka for streaming topics when the required topic is available and documented for your environment.
How do I choose streaming or job mode?
Use streaming for continuous updates. Use job mode for bounded, one-time processing that ends after completion.
Does it manage secrets?
No. It identifies secret fields and prerequisites, but secret creation belongs to the secrets workflow.

๊ฐœ๋ฐœ์ž ์„ธ๋ถ€ ์ •๋ณด

์ž‘์„ฑ์ž

goldsky-io

๋ผ์ด์„ ์Šค

MIT

Skillstore ๋ฆฌ๋น„์ „

r1

๋ฒ„์ „ ์•ˆ๋‚ด

์ž‘์„ฑ์ž๊ฐ€ ๋ฒ„์ „์„ ์„ ์–ธํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

๋ฆฌํฌ์ง€ํ† ๋ฆฌ

https://github.com/goldsky-io/goldsky-agent/tree/e8e18c16233d9a7cee64dc548ba779c5fb99205a/skills/turbo-pipelines

์ฐธ์กฐ

8b5ad1599e7c55e9b6c627bca3f556f6e9061cb1

์œ ์ง€๋ณด์ˆ˜ ์ตœ์‹ ์„ฑ

2026. 9. 30.

์‚ฌ์šฉ๋Ÿ‰

0 ๋‹ค์šด๋กœ๋“œ ยท 0 ์กฐํšŒ

ํŒŒ์ผ ๊ตฌ์กฐ

๐Ÿ“ evals/

๐Ÿ“„ trigger-eval.json

๐Ÿ“ references/

๐Ÿ“„ architecture-patterns.md

๐Ÿ“„ troubleshooting.md

๐Ÿ“„ validation-checklist.md

๐Ÿ“„ SKILL.md

๐Ÿ“ templates/

๐Ÿ“„ fan-in-pipeline.yaml

๐Ÿ“„ fan-out-pipeline.yaml

๐Ÿ“„ filtered-transfers-sql.yaml

๐Ÿ“„ linear-pipeline.yaml

๐Ÿ“„ minimal-erc20-blackhole.yaml

๐Ÿ“„ multi-chain-pipeline.yaml

๐Ÿ“„ multi-chain-templated.yaml

๐Ÿ“„ multi-sink-pipeline.yaml

๐Ÿ“„ postgres-output.yaml

๐Ÿ“„ pubsub-output.yaml

๐Ÿ“„ solana-transfers.yaml