- New ask_user core tool: mid-turn user question with option picking, refusing cleanly in autonomous mode, for background workers, and without a tty; system prompt points at it instead of prose questions. - Structural loop control for prompt-JSON CLI backends (opencode, grok, claude, codex, gemini): shared cli_json_turn repairs a missing JSON envelope exactly once, then accepts prose; prompt contract hardened against narrate-without-calling. - research/agentic-tool-loop-design: 74 sources plus 2 conclusions backing the loop-control decisions; INDEX updated to 6 subjects.
29 lines
1.2 KiB
Markdown
29 lines
1.2 KiB
Markdown
# cemendes/anthropic-claude-certifications - certs/ccar-foundations/study-guide/domain-1-agentic-orchestration.md
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## Metadata
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| Field | Value |
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| Institute | Molodetz Institute — Research & Retrieval Division |
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| Subject | agentic-tool-loop-design |
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| Document type | Source Citation Card |
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| Tier | 2 |
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| Source title | cemendes/anthropic-claude-certifications - certs/ccar-foundations/study-guide/domain-1-agentic-orchestration.md |
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| Source URL | https://github.com/cemendes/anthropic-claude-certifications/blob/HEAD/certs/ccar-foundations/study-guide/domain-1-agentic-orchestration.md |
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| Source type | repository |
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| Date researched | 2026-10-11 |
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| Researched by | tai (agent), model: Muse Spark, on behalf of retoor |
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| Research method | Search aggregator result listing (not independently opened or quoted) |
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| Confidence | Not independently verified |
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| Status | Active |
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## Why it's here
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Surfaced by the stop_reason/agentic-loop search; looked relevant as a study guide summarizing Anthropic loop mechanics (tool_use vs end_turn) and human-in-the-loop approval gates.
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## Changelog
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| Date | Change |
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| 2026-10-11 | Logged as consulted-but-not-analyzed. |
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