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Magnus Hedemark
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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.
1.4 KiB
1.4 KiB
CrewAI Skill — Research Validation Audit
Date: 2026-07-09 Sources: docs.crewai.com
Claims Verified Correct
| Claim | Source | Status |
|---|---|---|
| Agent: role, goal, backstory, llm, tools, verbose, allow_delegation, max_iter | docs.crewai.com | ✓ |
| Task: description, expected_output, agent, tools, context, human_input, callback | docs.crewai.com | ✓ |
| Crew: agents, tasks, process, manager_llm, verbose, memory, cache, planning | docs.crewai.com | ✓ |
| Sequential process: tasks run in order | docs.crewai.com | ✓ |
| Hierarchical process: manager delegates and validates, requires manager_llm | docs.crewai.com | ✓ |
| max_iter default: 15 | docs.crewai.com | ✓ |
| @tool decorator with type hints | docs.crewai.com | ✓ |
| crewai-tools package for built-in tools | docs.crewai.com | ✓ |
Claims Updated by Source Audit
- Memory: CrewAI v1.15+ uses a unified
Memoryclass replacing separate short-term, long-term, entity, and external memory types. The skill mentionedmemory=Truewithout documenting the unified system. - Flows: Event-driven with
@listendecorator, state management via@persist, resumption viarestore_from_state_id. The skill mentioned Flows in one sentence.
Missing from Skill (Addressed in This Enrichment)
- Unified Memory class documentation
- Flows system: @listen decorator, state management, event-driven patterns
- Crew training patterns