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Produce audio in separate stems, meaning individual instrument tracks, and verify each output as you go. Align track lengths with silence, loops, or crossfades, then apply effects, mix a master, and package the files.
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Draft and revise machine learning, computer vision, and natural language processing papers. Improve section structure, paragraph flow, and figures or tables, then check major claims against experimental evidence and review the draft from a skeptical reviewer’s perspective.
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Organize authorized phishing exercises from sending infrastructure and email scenarios to landing pages and reporting. Uses GoPhish campaign tracking to review opens, clicks, and submissions while assessing employee awareness and email security controls.
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Create a six-frame storyboard showing a user's journey from a difficult situation to a better outcome. Develop the narrative, emotions, and visual descriptions to make product concepts concrete for pitches, concept reviews, and team discussions.
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Turn business goals and customer problems into a product roadmap. Define initiatives, rank priorities, check dependencies and team capacity, and organize releases with clear reasons stakeholders can review and discuss.
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Plan how to approach a key stakeholder by examining their role, authority, concerns, and situation. Get tailored messaging, communication methods, frequency, mutual expectations, and a concrete next action with an owner and deadline.
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Organize ATAC-seq, ChIP-seq, CUT&RUN, or CUT&Tag inputs and route them to suitable analysis workflows. Covers initial quality checks and preparation for finding peaks, genomic regions with concentrated signal, and comparing them across samples.
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Plan or run ATAC-seq analysis to identify accessible DNA regions. Check sequencing quality, align reads, detect peaks, combine evidence across replicate samples, and prepare comparisons between conditions with quality summaries and visualization tracks.
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Batch retouch portrait photos with Adobe tools, correcting alignment and tone and adding optional presets, background blur, or cropping. Review a sample before processing the full set, then receive previews and download links.
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Draft structured RFCs, proposals for gathering feedback before a major decision. Organize background, weighted criteria, alternatives, costs, and a recommendation so stakeholders can compare choices and understand the reasons for the proposed direction.
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Create structured web layouts with thin borders, L-shaped corner marks, and subtle diagonal backgrounds. Align sections, headings, controls, and media to a shared grid, with consistent spacing and a single-column layout on narrow screens.
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Apply subtle gradient borders to cards, pricing panels, buttons, and other web surfaces. Choose layered CSS backgrounds or a masked border to suit existing designs, with guidance on Tailwind syntax, corner alignment, opacity, and light and dark themes.
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Build consistent rows and grids of brand logos using Iconify Simple Icons. Place marks in 64×64 visual boxes, adjust their size and alignment, and add accessible labels where needed for integration lists, partners, or tool badges.
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Guide npm package releases through dependency checks, version alignment, publishing procedures, and post-release smoke tests, which are basic installation and operation checks. It also documents fallback steps for failed automation and project-specific rules about who initiates releases.
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Prepare architecture proposals before implementation so the team can agree on a direction. Organize evidence, technical choices, effects on existing work, risks, and the first release’s scope into a document with clear recommendations and decision owners.
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Predict structures of complexes containing proteins, DNA, RNA, and ligands with OpenFold3, an AlphaFold3 reproduction with publicly available model weights. Prepare JSON inputs, generate candidate structures, and inspect confidence scores and molecular clashes.
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Predict structures for single proteins or protein complexes with AlphaFold2 through ColabFold. Use confidence scores and comparisons with a designed structure to assess whether a designed sequence folds as intended.
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Review landing pages alongside Google and Meta ads to identify mismatched promises, unclear calls to action, and burdensome forms. Get specific recommendations for headlines, offers, and the content visitors see before scrolling.
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Clarify the philosophical assumptions behind a research project and check whether they fit the proposed methods. Get a reasoned research stance, draft proposal wording, and guidance for explaining how the researcher's background and values shape the study.
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Review a grant proposal before submission through six specialized perspectives. Receive a consolidated report covering funder fit, research methods, feasibility, budget, consistency, and writing, with prioritized revisions and questions a review panel might ask.
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Review a pre-analysis plan before registration or submission using six specialized agents. Combine checks of clarity, consistency, causal design, statistics, and feasibility into a prioritized report with revision recommendations tailored to the selected registry or journal.
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Build, improve, or review SwiftUI interfaces using Liquid Glass on iOS 26 and later. It guides native glass effects, grouped elements, interactive controls, animated transitions, and fallback interfaces for earlier iOS versions.
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Review code changes from several perspectives using parallel specialist agents. It combines findings on code quality, design alignment, and change risks into a final verdict, prioritized actions, and a distinction between blocking and non-blocking issues.
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群众路线：从持有真实情况的多方（用户、使用者、代码库、日志、运行结果）收集分散意见，系统化为方案，再带回去对齐与检验，循环改进。当多方意见分歧、需要汇总零散反馈、方案要拿回给真实使用者确认、或你发觉自己在闭门造车时触发；信息源单一且完整、处于执行阶段时不触发。 English: Mass line. Collect scattered input from everyone who holds ground truth (users, operators, codebase, logs, runtime results), synthesize it into a coherent plan, take it back for alignment and validation, and iterate. Trigger when inputs conflict, feedback must be consolidated, a plan needs sign-off from real users, or you sense you are designing in isolation; skip when there is a single complete source and the work is pure execution.
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