Agents

Of the available tools. Which ones will you need to use to successfully complete the task?

All tools will need to be used: calendar, flights,memory

Reasoning: Analyze: The user asked to find the cheapest flights from London to Paris for tomorrow and return the top 3 options. The available tools are: calendar (date utilities), flights (search/filter/sort flight info), and memory (store/retrieve working memory). The instructions impose specific rules: always get tool methods/params before using a tool, store results in memory after every tool call, max 3 retries per tool call, avoid redundant calls, and work in cycles (analyze, plan, act, reflect, decide next). Plan: 1) Use the calendar tool to get tomorrow's date (ensures correct date format/timezone). Before calling, I will check the calendar tool's available methods/params. 2) Use the flights tool to search flights from London to Paris on that date, retrieving enough results (e.g., max_results) to pick the top 3 cheapest. Before calling, I will check the flights tool's available methods/params. 3) Use flights methods (filter_by_price, sort_by_duration or get_cheapest_option, get_flight_details) to produce and confirm the top 3 cheapest options. 4) After each tool call, use the memory tool's store_item method to save meaningful results (e.g., search_date, raw_search_results, top3_results). Before calling, I will check the memory tool's methods/params. Act/Tool chaining: calendar -> flights -> memory (store after each call). Constraints: respect max 3 retries for any failing tool call and avoid duplicate identical queries (e.g., don't re-run the same flights.search with the same parameters). Reflect/Decide next action: after retrieving and storing results, present the top 3 cheapest options to the user. Conclusion: the minimal set of tools required to complete the task are calendar, flights, and memory. Each will be used in the sequence and manner described, following the instruction rules (inspect methods first, store results after each call, max retries=3, avoid redundant calls).

Response: Tools to use: 1) calendar — to get tomorrow's date (use get_tomorrow_date or get_current_date + add_days_to_date). I will first inspect its methods/params before calling. 2) flights — to search for flights London -> Paris on that date, filter/sort and retrieve the top 3 cheapest (use search_flights, filter_by_price/get_cheapest_option, get_flight_details). I will inspect its methods/params first and avoid redundant identical searches. 3) memory — to store results after every tool call (use store_item with clear keys like "search_date", "flights_search_results_<timestamp>", "top3_cheapest_flights_<timestamp>"). I will inspect its methods/params first. Sequence: calendar -> flights -> memory (store after each call). Follow rules: inspect methods first, max 3 retries per tool call, log failures, and avoid redundant calls.