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gen-queries.py: Random Selection + Scaled Questions

Replace LLM-based document selection with random selection, scaling questions by document size.

Constants

MIN_DOC_CHARS = 500
CHARS_PER_QUESTION = 500
MAX_QUESTIONS_PER_DOC = 8

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gen-queries.py: pairctl Interaction Analysis

Looking at the script, there are 3 distinct pairctl interactions, all routed through a common helper.

Core Mechanism: ask_llm_for_json() (lines 153-213)

All pairctl calls flow through this helper which:

1. Generates a unique /tmp/knowctl-{uuid}.json output path
2. Constructs a prompt with TypeScript schema + instruction to write JSON to that file
3. Calls pairctl send-message <prompt> --cli <cli> with 5-minute timeout

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searchctl v2 - Redesigned CLI for Perplexity API

New Subcommands

Command	Model	Use Case	Cost
quick-search	sonar	Fast facts, simple Q&A	~$0.006/query
web-search	sonar-pro	Grounded Q&A with citations	~$0.01/query
pro-search	sonar-pro + Pro Search	Multi-step reasoning with tools	~$0.015-0.025/query
reason-search	sonar-reasoning-pro	Complex reasoning and analysis	~$0.01/query

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searchctl CLI Redesign Analysis

Analysis Summary

Current searchctl Issues

1. Confusing default behavior - Default query uses chat completions; raw is a hidden subcommand
2. Flag overload - 15+ flags mixed together (model, context, mode, domains, dates, effort, media, etc.)
3. Model complexity hidden - Four distinct models with different capabilities collapsed into one flag
4. Pro Search absent - The new search_type: pro/auto feature isn't exposed

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searchctl CLI Redesign Analysis

Analysis Summary

Current searchctl Issues

1. Confusing default behavior - Default query uses chat completions; raw is a hidden subcommand
2. Flag overload - 15+ flags mixed together (model, context, mode, domains, dates, effort, media, etc.)
3. Model complexity hidden - Four distinct models with different capabilities collapsed into one flag
4. Pro Search absent - The new search_type: pro/auto feature isn't exposed

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arthack-marketplace CLI Tools Reference

Help output for all *ctl commands in the arthack-marketplace project.

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aictl

AI chat management CLI. Manage conversations across multiple AI backends.

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# arthack-marketplace CLI Tools Reference

Help output for all `*ctl` commands in the arthack-marketplace project.

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## aictl

AI chat management CLI. Manage conversations across multiple AI backends.

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Arthack Marketplace CLI Tools Help

aictl

usage: aictl [-h]  ...

AI chat management CLI. Manage conversations across multiple AI backends.

positional arguments:

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foo

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foo