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.

2026-10-11 02:54:17 +02:00

..

conclusions

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

adilkalam-building-agents-sdk-notes.md

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

2026-10-11 02:54:17 +02:00

agricidaniel-fablesecondbrain-claude-agent-sdk.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

akjus-llm-zoomcamp-agentic-loop.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

amangupta-tool-calling-structured-outputs.md

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

2026-10-11 02:54:17 +02:00

anthropic-building-effective-agents.md

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

2026-10-11 02:54:17 +02:00

anthropic-writing-tools-for-agents.md

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

2026-10-11 02:54:17 +02:00

appwrite-prompt-engineering-supervisors.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

avifenesh-agent-tool-use-methods.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

cemendes-agentic-orchestration-study-guide.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

claude-docs-handling-stop-reasons.md

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

2026-10-11 02:54:17 +02:00

claude-yolo-readme.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

courseflix-llm-production-undesirable-outputs.md

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

2026-10-11 02:54:17 +02:00

dair-workshops-tool-use-tips.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

drrozen-med-yolo-mode-vscode.md

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

2026-10-11 02:54:17 +02:00

elsung-small-model-tool-reliability.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

ezzy1630-etch-agentic-chat-design.md

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

2026-10-11 02:54:17 +02:00

fortemi-agentic-coding-architectures.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

haseebahmed-openai-agents-mastery.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

jamessoubry-clawband.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

kashifsabri-agent-loop-foundations.md

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

2026-10-11 02:54:17 +02:00

kenlau666-agent-loop-101.md

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

2026-10-11 02:54:17 +02:00

kruxia-foundry-harness-orchestration.md

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

2026-10-11 02:54:17 +02:00

legalitcost-prompt-regression-testing-guide.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

looprig-structured-output-design.md

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

2026-10-11 02:54:17 +02:00

macgregor-agentic-development-practices.md

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

2026-10-11 02:54:17 +02:00

mattbusel-llm-agent-cpp-header.md

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

2026-10-11 02:54:17 +02:00

mattbusel-wasm-agent.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

mikekelly-openai-agents-sdk-agents.md

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

2026-10-11 02:54:17 +02:00

mjs19971997-openai-sdk-expert-skill.md

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

2026-10-11 02:54:17 +02:00

mylesfranklin-building-effective-agents-mirror.md

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

2026-10-11 02:54:17 +02:00

nilanchal0107-react-agent-readme.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

paulpas-agent-planning-reasoning-skill.md

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

2026-10-11 02:54:17 +02:00

pr3m-claude-code-roam.md

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

2026-10-11 02:54:17 +02:00

pumpuni07-langchain-agent-basic-tools.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

samueltillman-cca-foundations-study-plan.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

servicenow-ai-agents-prompting-guide.md

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

2026-10-11 02:54:17 +02:00

sgiark-arkos-harness-spec.md

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

2026-10-11 02:54:17 +02:00

shipiit-shipit-agent-changelog.md

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

2026-10-11 02:54:17 +02:00

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

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

2026-10-11 02:54:17 +02:00

sivasankaramalan-claude-architect-core-principles.md

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

2026-10-11 02:54:17 +02:00

slavpetroff-yolo.md

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

2026-10-11 02:54:17 +02:00

ssrjkk-function-calling-skill.md

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

2026-10-11 02:54:17 +02:00

thetermspot-writing-effective-tools-mirror.md

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

2026-10-11 02:54:17 +02:00

trainergabrielcepeda-agent-design-theory.md

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

2026-10-11 02:54:17 +02:00

tvscoundrel-agentforge-react-guide.md

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

2026-10-11 02:54:17 +02:00

tyevans-agent-prompting-research-digest.md

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

2026-10-11 02:54:17 +02:00

unit42-genai-prompt-fuzzing.md

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

2026-10-11 02:54:17 +02:00

vezril-agentic-workflows-skill.md

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

2026-10-11 02:54:17 +02:00

yungkim-anthropiarch-agentic-architecture-notes.md

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

2026-10-11 02:54:17 +02:00

za-kiu-react-loop-guide.md

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

2026-10-11 02:54:17 +02:00

zestones-hermes-tool-calling-loop.md

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

2026-10-11 02:54:17 +02:00