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T

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

1.1 KiB

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Writing effective tools for LLM agents—using LLM agents \ Anthropic

Metadata

Field	Value
Institute	Molodetz Institute — Research & Retrieval Division
Subject	agentic-tool-loop-design
Document type	Source Citation Card
Tier	2
Source title	Writing effective tools for LLM agents—using LLM agents \ Anthropic
Source URL	https://www.thetermspot.com/sources/download/596c9f36b53b3d76654fa506c531bcea31aba7f8ae07b66aa3e264fda30840e9-6e720444-da54-4cb4-a593-83ccb3396928
Source type	other
Date researched	2026-10-11
Researched by	tai (agent), model: Muse Spark, on behalf of retoor
Research method	Search aggregator result listing (not independently opened or quoted)
Confidence	Not independently verified
Status	Active

Why it's here

Surfaced by the narration-fix search; an unofficial mirror of the Tier 1 Anthropic tools article, logged for completeness since the original was fetched directly instead.

Changelog

Date	Change
2026-10-11	Logged as consulted-but-not-analyzed.

1.1 KiB Raw Blame History

Writing effective tools for LLM agents—using LLM agents \ Anthropic

Metadata

Why it's here

Changelog

1.1 KiB

Raw Blame History