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link-building-strategy
【数据与研究】Link building, backlink strategy, link acquisition, outreach plan. Covers linkable asset identification, tactic selection, and 12-week outreach playbook with templates. This is a tactics generator — it does NOT measure the user's backlink profile, domain authority, referring domain counts, or competitor backlink gaps numerically. Those require an Ahr…
mgsci-data-analysis
【设计与创意】Use when executing and reporting the analysis for a Management Science (INFORMS) manuscript — proving and numerically verifying analytical results, or estimating and validating empirical models (identification, robustness, inference) to the standard of the relevant Department, and preparing a Data-and-Code-Disclosure-ready replication package. It exe…
passnet-triton-opt
【效率与协作】Make a single PassNet Triton kernel fast AND numerically faithful: performance model (when a replacement can win at all), block/grid/warp tuning, autotune policy, launch overhead, and per-op numeric recipes to pass the dtype baseline tolerances. Use when a pass matches and is correct but speedup below expected, or when correctness fails by small nume…
pom-data-analysis
【数据与研究】Use when executing and reporting the analysis for a Production and Operations Management (POM) manuscript — proving and numerically illustrating an analytical model, or estimating and validating an empirical / behavioral / operations-data-science study. Executes and reports; it does not pick the method (pom-methods) or frame the contribution (pom-con…
taste-application
【效率与协作】Generate new video against a distilled style pack and cut it into a finished piece - plan takes from the reference's cut rhythm, generate on fal, grade with the pack's measured LUT, cut at the measured cadence, weave in existing footage, composite overlay plates, mint 3D props, and verify the result numerically. Use when the user wants to make a vide…