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---
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name: code-review-agent-workflow
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version: 1.0.0
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description: Automate the code review process using a multi-step workflow with human-in-the-loop
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approval.
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inputs:
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- Sample diff of code changes (str)
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- Repo context (dict)
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steps:
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- 'Step 1: Build the graph for the code review agent using `build_graph()` from `agentkit.workflow.code_review.graph`'
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- 'Step 2: Invoke the graph with initial parameters including sample diff, repo context,
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user ID, and other metadata'
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- 'Step 3: The graph processes the input through a series of steps, generating messages
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and issues as it progresses'
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outputs:
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- Final result containing processed messages and issues (dict)
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tags: []
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metadata:
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source_repo: https://github.com/itszhaoziyan-n/AgentKit.git
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extracted_at: ''
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confidence: 0.95
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---
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# code-review-agent-workflow
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Automate the code review process using a multi-step workflow with human-in-the-loop approval.
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## Setup
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**Dependencies:**
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```text
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pip install langgraph>=0.3 langchain-core>=0.3 langchain-anthropic>=0.3 langfuse>=2.0 mcp[server]>=1.24,<2.0 langchain-mcp-adapters>=0.1 tenacity>=9.0 fastapi>=0.115 uvicorn[standard]>=0.32 psycopg[binary]>=3.1 langgraph-checkpoint-postgres>=2.0 httpx>=0.27 python-dotenv>=1.0 redis>=5.0
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```
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**Setup steps:**
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1. cp .env.example .env
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1. docker compose up -d
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1. pip install -e '.[dev]'
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## Key Files
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- `agentkit/workflow/code_review/graph.py - Contains the `build_graph` function and graph invocation logic.`
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- `examples/run_code_review.py - Example script demonstrating how to run the code review agent.`
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## Steps
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1. Step 1: Build the graph for the code review agent using `build_graph()` from `agentkit.workflow.code_review.graph`
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2. Step 2: Invoke the graph with initial parameters including sample diff, repo context, user ID, and other metadata
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3. Step 3: The graph processes the input through a series of steps, generating messages and issues as it progresses
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## Implementation Details
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```python
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graph = build_graph()
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thread_id = str(uuid.uuid4())
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result = graph.invoke(...)
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```
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## Inputs
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- Sample diff of code changes (str)
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- Repo context (dict)
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## Outputs
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- Final result containing processed messages and issues (dict)
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## Failure Modes
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- Specific failure scenario with mitigation: If the `build_graph()` function fails to initialize properly, ensure all required dependencies are correctly installed.
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## Source
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Extracted from: [https://github.com/itszhaoziyan-n/AgentKit.git](https://github.com/itszhaoziyan-n/AgentKit.git)
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Confidence: 0.95
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# Commands: code-review-agent-workflow
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## Available Commands
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- `/skill code-review-agent-workflow` — Load this skill
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- `/run code-review-agent-workflow` — Execute workflow
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# Examples: code-review-agent-workflow
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## Usage Example
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```python
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# How to use this skill
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# Inputs: Sample diff of code changes (str), Repo context (dict)
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# Process: Step 1: Build the graph for the code review agent using `build_graph()` from `agentkit.workflow.code_review.graph` → Step 2: Invoke the graph with initial parameters including sample diff, repo context, user ID, and other metadata → Step 3: The graph processes the input through a series of steps, generating messages and issues as it progresses
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# Outputs: Final result containing processed messages and issues (dict)
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```
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{
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"name": "code-review-agent-workflow",
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"version": "1.0.0",
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"goal": "Automate the code review process using a multi-step workflow with human-in-the-loop approval.",
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"inputs": [
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"Sample diff of code changes (str)",
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"Repo context (dict)"
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],
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"steps": [
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"Step 1: Build the graph for the code review agent using `build_graph()` from `agentkit.workflow.code_review.graph`",
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"Step 2: Invoke the graph with initial parameters including sample diff, repo context, user ID, and other metadata",
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"Step 3: The graph processes the input through a series of steps, generating messages and issues as it progresses"
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],
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"outputs": [
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"Final result containing processed messages and issues (dict)"
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],
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"failure_modes": [
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"Specific failure scenario with mitigation: If the `build_graph()` function fails to initialize properly, ensure all required dependencies are correctly installed."
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],
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"confidence": 0.95,
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"explanation": "This workflow is reusable for any code review process that requires a multi-step analysis and human approval.",
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"source_repo": "https://github.com/itszhaoziyan-n/AgentKit.git",
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"score": 1.0
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}
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---
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name: unifai-workflow-execution
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version: 1.0.0
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description: Execute a multi-agent workflow on the UnifAI platform using a specified
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blueprint and user prompt.
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inputs:
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- blueprint_id or blueprint_name
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- user_shortcut
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- user_question
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steps:
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- 'Step 1: Resolve the blueprint ID from either direct ID or name lookup (resolve_blueprint_id
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method)'
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- 'Step 2: Create a new session from the blueprint (create_session method)'
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- 'Step 3: Submit the session for background execution with the user prompt (submit_session
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method)'
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- 'Step 4: Poll session status until execution completes (poll_session_status method)'
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outputs:
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- session_id
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- workflow_id
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tags: []
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metadata:
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source_repo: https://github.com/redhat-community-ai-tools/UnifAI.git
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extracted_at: ''
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confidence: 0.95
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---
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# unifai-workflow-execution
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Execute a multi-agent workflow on the UnifAI platform using a specified blueprint and user prompt.
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## Setup
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**Dependencies:**
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```text
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pip install requests urllib3
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```
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**Setup steps:**
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1. Install required dependencies using pip install requests urllib3
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1. Ensure the environment variables are set correctly (BLUEPRINT_ID, BLUEPRINT_NAME, USER_SHORTCUT, POLLING_INTERVAL, UNIFAI_BASE_URL)
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## Key Files
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- `scripts/execution_workflow.py - Main script for workflow execution`
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## Steps
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1. Step 1: Resolve the blueprint ID from either direct ID or name lookup (resolve_blueprint_id method)
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2. Step 2: Create a new session from the blueprint (create_session method)
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3. Step 3: Submit the session for background execution with the user prompt (submit_session method)
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4. Step 4: Poll session status until execution completes (poll_session_status method)
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## Implementation Details
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```python
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resolve_blueprint_id(client: UnifAIClient) -> str
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{...}
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# Resolve the blueprint ID from either direct ID or name lookup.
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```
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```python
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create_session(client: UnifAIClient, blueprint_id: str) -> str
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{...}
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# Create a new session from the blueprint.
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```
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```python
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submit_session(client: UnifAIClient, session_id: str) -> dict
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{...}
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# Submit the session for background execution with the user prompt.
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```
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## Inputs
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- blueprint_id or blueprint_name
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- user_shortcut
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- user_question
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## Outputs
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- session_id
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- workflow_id
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## Failure Modes
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- Blueprint name not found or not unique - error during blueprint resolution
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- Session creation fails - error from API response
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- Session submission fails - error from API response
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- Polling session status fails - error from API response
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## Source
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Extracted from: [https://github.com/redhat-community-ai-tools/UnifAI.git](https://github.com/redhat-community-ai-tools/UnifAI.git)
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Confidence: 0.95
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# Commands: unifai-workflow-execution
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## Available Commands
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- `/skill unifai-workflow-execution` — Load this skill
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- `/run unifai-workflow-execution` — Execute workflow
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# Examples: unifai-workflow-execution
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## Usage Example
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```python
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# How to use this skill
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# Inputs: blueprint_id or blueprint_name, user_shortcut, user_question
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# Process: Step 1: Resolve the blueprint ID from either direct ID or name lookup (resolve_blueprint_id method) → Step 2: Create a new session from the blueprint (create_session method) → Step 3: Submit the session for background execution with the user prompt (submit_session method)
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# Outputs: session_id, workflow_id
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```
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{
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"name": "unifai-workflow-execution",
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"version": "1.0.0",
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"goal": "Execute a multi-agent workflow on the UnifAI platform using a specified blueprint and user prompt.",
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"inputs": [
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"blueprint_id or blueprint_name",
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"user_shortcut",
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"user_question"
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],
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"steps": [
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"Step 1: Resolve the blueprint ID from either direct ID or name lookup (resolve_blueprint_id method)",
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"Step 2: Create a new session from the blueprint (create_session method)",
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"Step 3: Submit the session for background execution with the user prompt (submit_session method)",
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"Step 4: Poll session status until execution completes (poll_session_status method)"
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],
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"outputs": [
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"session_id",
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"workflow_id"
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],
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"failure_modes": [
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"Blueprint name not found or not unique - error during blueprint resolution",
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"Session creation fails - error from API response",
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"Session submission fails - error from API response",
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"Polling session status fails - error from API response"
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],
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"confidence": 0.95,
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"explanation": "This workflow is specific to the UnifAI platform and its multi-agent system, but can be adapted for similar systems with a similar architecture.",
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"source_repo": "https://github.com/redhat-community-ai-tools/UnifAI.git",
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"score": 1.0
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}
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+1
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# Tests: code-review-agent-workflow
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# Tests: unifai-workflow-execution
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## Test Checklist
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## Test Checklist
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Reference in New Issue
Block a user