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DSPy v1.1.0: validation audit, worked RAG compilation example, expand ref table Haystack v1.1.0: validation audit, file converters/YAML/component types, +2 refs CrewAI v1.1.0: validation audit, unified Memory system, Flows docs, +3 refs AutoGen v1.1.0: validation audit, v0.4 migration guide, AgentTool, streaming, +2 refs All API surfaces validated against official docs.
29 lines
1.4 KiB
Markdown
29 lines
1.4 KiB
Markdown
# CrewAI Skill — Research Validation Audit
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**Date:** 2026-07-09
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**Sources:** docs.crewai.com
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## Claims Verified Correct
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| Claim | Source | Status |
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|-------|--------|--------|
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| Agent: role, goal, backstory, llm, tools, verbose, allow_delegation, max_iter | docs.crewai.com | ✓ |
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| Task: description, expected_output, agent, tools, context, human_input, callback | docs.crewai.com | ✓ |
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| Crew: agents, tasks, process, manager_llm, verbose, memory, cache, planning | docs.crewai.com | ✓ |
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| Sequential process: tasks run in order | docs.crewai.com | ✓ |
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| Hierarchical process: manager delegates and validates, requires manager_llm | docs.crewai.com | ✓ |
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| max_iter default: 15 | docs.crewai.com | ✓ |
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| @tool decorator with type hints | docs.crewai.com | ✓ |
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| crewai-tools package for built-in tools | docs.crewai.com | ✓ |
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## Claims Updated by Source Audit
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- **Memory:** CrewAI v1.15+ uses a unified `Memory` class replacing separate short-term, long-term, entity, and external memory types. The skill mentioned `memory=True` without documenting the unified system.
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- **Flows:** Event-driven with `@listen` decorator, state management via `@persist`, resumption via `restore_from_state_id`. The skill mentioned Flows in one sentence.
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## Missing from Skill (Addressed in This Enrichment)
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- Unified Memory class documentation
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- Flows system: @listen decorator, state management, event-driven patterns
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- Crew training patterns
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