when-chaining-agent-pipelines-use-stream-chain
Chain Agent Pipelines with Stream Processing
Build complex multi-agent workflows where each agents output flows seamlessly to the next. Stream-chain orchestrates sequential and parallel pipelines with real-time data flow monitoring.
์คํฌ ZIP ๋ค์ด๋ก๋
Claude์์ ์ ๋ก๋
์ค์ โ ๊ธฐ๋ฅ โ ์คํฌ โ ์คํฌ ์ ๋ก๋๋ก ์ด๋
ํ ๊ธ์ ์ผ๊ณ ์ฌ์ฉ ์์
ํ ์คํธํด ๋ณด๊ธฐ
"when-chaining-agent-pipelines-use-stream-chain" ์ฌ์ฉ ์ค์ ๋๋ค. Design a research pipeline for market analysis with 5 stages
์์ ๊ฒฐ๊ณผ:
- Pipeline Design: research, data-collection, analysis, synthesis, reporting
- Stage 1 (Research): Defines scope and objectives
- Stage 2 (Data Collection): Gathers market data via parallel agents
- Stage 3 (Analysis): Processes data with 3 parallel analyzers
- Stage 4 (Synthesis): Combines analysis results
- Stage 5 (Reporting): Creates final market report
- Throughput: 12 items per minute, Error rate: 1.2 percent, Total latency: 4.2 minutes
"when-chaining-agent-pipelines-use-stream-chain" ์ฌ์ฉ ์ค์ ๋๋ค. Create a CI/CD pipeline that builds, tests, and deploys in parallel
์์ ๊ฒฐ๊ณผ:
- Pipeline Structure: build stage with parallel test and deploy branches
- Build Stage: Compiles code and generates artifacts
- Parallel Branch A: Runs unit tests, integration tests, security scans
- Parallel Branch B: Prepares deployment configurations
- Merge Point: Combines test results with deployment readiness
- Deploy Stage: Pushes to staging or production environment
๋ณด์ ๊ฐ์ฌ
์์ All 79 static findings are false positives. The skill contains only documentation describing Claude Flow pipeline orchestration patterns. No executable code, network calls, or file system access exist. The 'Weak cryptographic algorithm' flags are triggered by documentation text (e.g., 'stage', 'spawn', 'shell'). The 'external_commands' flags are markdown code formatting backticks, not shell execution.
์ํ ์์ธ
โก ์คํฌ๋ฆฝํธ ํฌํจ
๐ ๋คํธ์ํฌ ์ ๊ทผ
๐ ํ์ผ ์์คํ ์ก์ธ์ค
๐ ํ๊ฒฝ ๋ณ์
โ๏ธ ์ธ๋ถ ๋ช ๋ น์ด
ํ์ง ์ ์
๋ง๋ค ์ ์๋ ๊ฒ
Multi-Stage Code Review
Chain research, analysis, coding, testing, and review agents for systematic code development with validated outputs at each stage.
Parallel Data Analysis
Process large datasets through parallel analysis stages with streaming results aggregation and real-time monitoring.
Automated Content Pipeline
Orchestrate research, writing, editing, and publishing agents in sequential pipelines for consistent content quality.
์ด ํ๋กฌํํธ๋ฅผ ์ฌ์ฉํด ๋ณด์ธ์
Create a 3-stage sequential pipeline. Stage 1 researches a topic, Stage 2 analyzes findings, Stage 3 compiles a report. Use memory coordination for data passing.
Design a pipeline where initial data splits into 3 parallel analysis branches that converge into a final synthesis stage.
Build a hybrid pipeline. Sequential stages 1-2, then parallel stages 3a-3b-3c converging to stage 4. Include throughput monitoring every 30 seconds.
Create a 4-stage pipeline with error handling. Each stage validates input, retries on failure (max 3 attempts), and stores error metrics.
๋ชจ๋ฒ ์ฌ๋ก
- Design clear stage boundaries with single responsibilities and validated data schemas
- Implement backpressure monitoring to prevent queue overflow at stage boundaries
- Use memory coordinator for state persistence and enable stage restart on failures
ํผํ๊ธฐ
- Avoid creating circular dependencies between pipeline stages that can cause infinite loops
- Do not hardcode stage configurations - use external design files for flexibility
- Never skip validation between stages - unchecked data corruption propagates through pipeline
์์ฃผ ๋ฌป๋ ์ง๋ฌธ
Which Claude versions support pipeline chaining?
What is the maximum number of pipeline stages?
Can I integrate with existing CI/CD systems?
How is sensitive data handled in pipelines?
What happens if a pipeline stage fails?
How does this compare to traditional workflow engines?
๊ฐ๋ฐ์ ์ธ๋ถ ์ ๋ณด
์์ฑ์
DNYoussef๋ผ์ด์ ์ค
MIT
๋ฆฌํฌ์งํ ๋ฆฌ
https://github.com/DNYoussef/ai-chrome-extension/tree/main/.claude/skills/workflow/when-chaining-agent-pipelines-use-stream-chain์ฐธ์กฐ
main
ํ์ผ ๊ตฌ์กฐ