Claude concepts
CCAR-F agentic architecture: loops and subagents
What CCAR-F asks about the agentic loop, stop_reason, coordinators, subagent context, parallel delegation and error propagation in multi-agent work.
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Claude concepts
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Claude concepts articles
Claude concepts
CCAR-F Claude Code configuration: CLAUDE.md and plan mode
What CCAR-F asks about CLAUDE.md scopes, rules, commands and skills, and how to choose plan mode or direct execution for a given task.
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Claude concepts
CCAR-F context management, escalation and human review
What CCAR-F asks about keeping long contexts reliable, persisting case facts, and which signals mean an agent should escalate to a person.
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Claude concepts
CCAR-F prompt engineering and structured output
What CCAR-F asks about explicit review criteria, few-shot examples and structured output, and which method actually guarantees schema-valid JSON.
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Claude concepts
CCAR-F MCP tool design: descriptions, scope and errors
What CCAR-F asks about tool descriptions, overlapping tools, tool count, error responses an agent can act on, and MCP tools versus resources.
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