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Search and question-answering skill for consulting reports, industry reports, and market research reports. By default, it prioritizes free iResearch reports, uses the iResearch list API for primary recall, then uses QuestMobile public reports as the secondary source. Results must always show iResear
Passed 3 of 12 test cases with the skill, and 1 of 12 without it.
5 fixed1 passed either way16 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
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Search and question-answering skill for consulting reports, industry reports, and market research reports. By default, it prioritizes free iResearch reports, uses the iResearch list API for primary recall, then uses QuestMobile public reports as the secondary source. Results must always show iResearch first and QuestMobile second. The search workflow now supports deeper QuestMobile pagination and grouped output rendering, so mixed-source results can be shown as fixed source sections with iResearch first.
Within each source, the default ranking mode is now newest-first, then relevance. The default sort direction is descending, so newer reports appear before older ones. If needed, agents can switch to relevance-first with an explicit CLI flag, or override the direction explicitly. If the user query itself contains a year such as 2024, 2025, or 2026, ranking should instead prioritize year signals in the report title first, then report relevance, then publication time, and all three dimensions should be treated in descending order.
No extra third-party packages are required. The script uses only the Python standard library.
For iResearch specifically, the logical default pageSize is 100 items. However, the current live public endpoint can fail when asked for 100 items in a single backend call, so the bundled script transparently splits large iResearch fetches into multiple smaller requests while still preserving the user-facing default of 100.
test cases passed, vs 1 / 12 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.