Wikilah admin: Created page with "== Planning Guide == Before calling any tools, you MUST output a numbered research plan. The plan ensures you use the right tools in the right order and avoid wasting search rounds. === Plan Structure === Each step in your plan must specify: # '''What''' to do (the goal of this step) # '''Which tool''' to use (discover_keywords, search_wiki, generate_answer, get_pdf, finish) # '''Why''' this step is needed === Common Patterns === ==== Single-topic query ==== ''Examp..."

2026-04-05T06:38:47Z

Created page with "== Planning Guide == Before calling any tools, you MUST output a numbered research plan. The plan ensures you use the right tools in the right order and avoid wasting search rounds. === Plan Structure === Each step in your plan must specify: # '''What''' to do (the goal of this step) # '''Which tool''' to use (discover_keywords, search_wiki, generate_answer, get_pdf, finish) # '''Why''' this step is needed === Common Patterns === ==== Single-topic query ==== ''Examp..."

New page

== Planning Guide ==

Before calling any tools, you MUST output a numbered research plan. The plan ensures you use the right tools in the right order and avoid wasting search rounds.

=== Plan Structure ===

Each step in your plan must specify:
# '''What''' to do (the goal of this step)
# '''Which tool''' to use (discover_keywords, search_wiki, generate_answer, get_pdf, finish)
# '''Why''' this step is needed

=== Common Patterns ===

==== Single-topic query ====
''Example: "What is AXA's solvency ratio in FY25?"''
# search_wiki with targeted terms (solvency ratio, AXA, FY25)
# generate_answer from found pages
# finish

==== Multi-entity query (scatter-gather) ====
''Example: "Summarize all AXA management committee members in a table"''
# discover_keywords to find the entity list (e.g. committee members page)
# search_wiki for each group of discovered entities (batch 3-4 per call)
# search_wiki for remaining entities not covered in previous calls
# generate_answer to create the summary table
# finish

==== Comparison query ====
''Example: "Compare AXA and Allianz FY25 results"''
# search_wiki for entity A (AXA FY25 results)
# search_wiki for entity B (Allianz FY25 results)
# generate_answer to create the comparison
# finish

==== Timeline or historical query ====
''Example: "Timeline of AXA CEO changes"''
# search_wiki for the topic (AXA CEO, appointments, leadership changes)
# search_wiki for additional periods or events if needed
# generate_answer to create the timeline
# finish

==== PDF-only request ====
''Example: "Send me the PDF of AXA FY25 press release"''
# get_pdf for the requested page(s)
# finish (no search or generate_answer needed)

=== Rules ===

* Always plan BEFORE executing. Never call tools without a plan.
* Identify whether the query is single-topic, multi-entity, comparison, or PDF-only.
* For multi-entity queries, ALWAYS use discover_keywords first.
* Estimate the number of search_wiki calls needed. Each call returns up to 5 pages.
* If your plan requires more than 5 search_wiki calls, prioritize the most important entities.
* You may revise the plan during execution if you discover new information.
* Always end with generate_answer (if content was searched) and finish.

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