tai/research/agentic-tool-loop-design at master - tai - Reinvent the wheel Inc.

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retoor afc88b8087 ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

- 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.

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ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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100x-zeno-wiki-ai-agents-react.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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adilkalam-building-agents-sdk-notes.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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agricidaniel-fablesecondbrain-claude-agent-sdk.md

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akib1689-eag-benchmarks-issue-3-react-spec.md

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akjus-llm-zoomcamp-agentic-loop.md

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aloysathekge-pori-native-tool-calling-phase-b.md

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amangupta-tool-calling-structured-outputs.md

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anthropic-building-effective-agents.md

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anthropic-writing-tools-for-agents.md

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appwrite-prompt-engineering-supervisors.md

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arxiv-2402-08030-prompt-based-software-help.md

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avifenesh-agent-tool-use-methods.md

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bsc-minerva-adding-knowledge-to-llms.md

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cemendes-agentic-orchestration-study-guide.md

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chaitu95p-stop-reason-end-turn-claude-md.md

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claude-building-agents-with-claude-agent-sdk.md

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claude-docs-handling-stop-reasons.md

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claude-yolo-readme.md

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cleanexpo-pi-dev-ops-model-farm-skill.md

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courseflix-llm-production-undesirable-outputs.md

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dair-workshops-tool-use-tips.md

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devto-react-loop-how-every-ai-agent-works.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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digitopvn-goclaw-issue-73-gpt-tool-call-behavior.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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djd1m-aiagents-tool-design-selection-skill.md

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drrozen-med-yolo-mode-vscode.md

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elsung-small-model-tool-reliability.md

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emvalencaf-certup-cca-006-stop-reason.md

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ezzy1630-etch-agentic-chat-design.md

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fortemi-agentic-coding-architectures.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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foundatron-octopusgarden-issue-194-anthropic-tool-use.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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haseebahmed-openai-agents-mastery.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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itsablabla-garza-hive-light-model-reliability.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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jamessoubry-clawband.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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karthikreddy-ai-engineering-playbook-tool-calling.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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kashifsabri-agent-loop-foundations.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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kenlau666-agent-loop-101.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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kruxia-foundry-harness-orchestration.md

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legalitcost-prompt-regression-testing-guide.md

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lijunzh-koda-issue-589-permission-modes.md

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looprig-structured-output-design.md

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macgregor-agentic-development-practices.md

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mattbusel-llm-agent-cpp-header.md

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mattbusel-wasm-agent.md

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maugx3-building-agents-with-claude-agent-sdk-notes.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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mikekelly-openai-agents-sdk-agents.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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mjs19971997-openai-sdk-expert-skill.md

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mylesfranklin-building-effective-agents-mirror.md

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nilanchal0107-react-agent-readme.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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ollama-issue-18303-tool-only-turns.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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open-exam-prep-function-calling-tools.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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openai-agents-python-forcing-tool-use.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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paulpas-agent-planning-reasoning-skill.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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pr3m-claude-code-roam.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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pumpuni07-langchain-agent-basic-tools.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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rsprowler-claude-code-telegram-bridge-readme.md

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rsprowler-claude-code-telegram-bridge-repo.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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samueltillman-cca-foundations-study-plan.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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seabridge-everything-claude-code-agents-system.md

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servicenow-ai-agents-prompting-guide.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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sgiark-arkos-harness-spec.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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shipiit-shipit-agent-changelog.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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sidart10-building-with-claude-agent-sdk.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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sivasankaramalan-claude-architect-core-principles.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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slavpetroff-yolo.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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ssrjkk-function-calling-skill.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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thetermspot-writing-effective-tools-mirror.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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trainergabrielcepeda-agent-design-theory.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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tvscoundrel-agentforge-react-guide.md

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tyevans-agent-prompting-research-digest.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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unit42-genai-prompt-fuzzing.md

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vezril-agentic-workflows-skill.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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yungkim-anthropiarch-agentic-architecture-notes.md

ask_user tool, prompt-JSON CLI repair loop, tool-loop research archive

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za-kiu-react-loop-guide.md

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zestones-hermes-tool-calling-loop.md

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