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Zhangyanbo

@zhangyanbo source repo

13 published skills

  1. ▌
    Agentmail Sdk Integration · zhangyanbo bundle
    Integrate AgentMail into Python or Node.js applications with accurate API/SDK interfaces, input-output types, and data structures. Use when implementing inbox/message/thread/draft/domain/webhook/websocket/metrics/pod workflows, generating AgentMail client code, reviewing AgentMail integration correctness, or mapping business requirements to concrete AgentMail endpoints.
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    Alpaca Python Trading Coder · zhangyanbo bundle
    Comprehensive Python programming skill for Alpaca Trading API (alpaca-py SDK + REST OpenAPI). Use when Codex needs to write, review, or refactor Python trading integration code for Alpaca accounts, orders, positions, portfolio history, watchlists, assets, options, corporate actions, account activities, market clock/calendar, crypto funding, or perpetual funding endpoints. Includes typed input parameters, per-API Python examples, output structure types, and SDK-to-REST mapping. This skill is for code authoring and analysis, not autonomous trade execution.
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    Vibe Paper Writing · zhangyanbo bundle
    Guide for integrating user-provided materials (chat logs, documents, citations) into academic papers with proper scholarly style. Use when the user wants to incorporate chat/email threads, personal documents, or references into a LaTeX paper, or asks for academic writing assistance that requires careful source attribution and style preservation.
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    Epfl Haas · zhangyanbo bundle
    Operate an EPFL RunAI/Kubernetes GPU cluster ("Haas"-style setups) over SSH on the user's behalf: deploy code, submit / monitor / cancel RunAI jobs, manage PVC-backed persistent storage, fetch results back, check node-pool / GPU availability, and use the cluster as part of an iterate-loop. Unlike a SLURM cluster, jobs here are Kubernetes pods scheduled by RunAI — there is no sbatch/squeue. Use this skill whenever the user mentions running something on an EPFL RunAI cluster, PVC-backed pods, "haas", RunAI jobs, or anything involving `runai submit` / `runai list` / `runai describe` — even casually.
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    Tufts Hpc · zhangyanbo bundle
    Operate the Tufts University HPC cluster (SLURM) over SSH on the user's behalf: deploy code, submit / monitor / cancel jobs, run array-job experiment matrices, fetch results back, check quotas / partitions / GPU availability, and use the cluster as part of an iterate-loop. Use this skill whenever the user mentions running anything on the HPC / cluster / 集群 / 服务器 ("把它放到 hpc 上跑", "run this on the cluster", "submit to slurm", "在集群上训练"), asks about job status ("hpc 上跑得怎么样", "check my jobs", "任务跑完了吗"), storage quota, transferring files to/from the cluster, installing packages on the cluster, or anything involving sbatch / squeue / srun / sinfo / Tufts HPC — even casually.
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    Kaust Ibex · zhangyanbo bundle
    Operate the KAUST Ibex HPC cluster (SLURM) over SSH on the user's behalf: deploy code, submit / monitor / cancel jobs, manage GPU allocations (A100/V100), fetch results back, check quotas / partitions / GPU availability, and use the cluster as part of an iterate-loop. Use this skill whenever the user mentions running anything on Ibex / the HPC / cluster ("run this on ibex", "submit to slurm", "check my ibex jobs", "在 ibex 上跑"), asks about job status, storage quota, transferring files to/from the cluster, installing packages on the cluster, or anything involving sbatch / squeue / srun / sinfo / Ibex — even casually.
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    Northwestern Quest · zhangyanbo bundle
    Operate the Northwestern University Quest HPC cluster (SLURM) over SSH on the user's behalf: deploy code, submit / monitor / cancel jobs, manage GPU allocations, fetch results back, check quotas / partitions / GPU availability, and use the cluster as part of an iterate-loop. Use this skill whenever the user mentions running anything on Quest / the HPC / cluster ("run this on Quest", "submit to slurm", "check my quest jobs", "在 quest 上跑"), asks about job status, storage quota, transferring files to/from the cluster, installing packages on the cluster, or anything involving sbatch / squeue / srun / sinfo / Quest — even casually.
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    Vibe Research · zhangyanbo bundle
    Set up and organize a Vibe Research project - a research workflow where the human scientist defines goals, standards and boundaries, and agents work autonomously within them. Use when starting a new research project, migrating an existing project into this structure, preparing a branch merge, or whenever the user mentions vibe research, research project setup, experiment scaffolding, or project migration.
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    My Scientific Taste · zhangyanbo bundle
    My personal scientific taste - my preferences in choosing problems and judging theories, in experiment design, in whether to invent or reuse a method, in what results deserve to exist, in what makes work worth building on and likely to last, and in how a paper and its code read. Consult when discussing what to work on or whether an idea deserves a project, designing or pruning experiments, deciding between a novel and a standard method, judging whether a result or a non-default choice belongs, or writing and revising my papers and code.
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    Vibe Research Paper · zhangyanbo bundle
    Academic paper writing workflows and standards - arXiv LaTeX template, bilingual paper management, prose discipline, citations, compilation and delivery. Use when creating, writing, or revising an academic paper in a research project, setting up a paper's LaTeX structure, syncing bilingual versions, or checking paper-code consistency.
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    Vibe Research Coding · zhangyanbo
    Best practices for writing elegant, readable research code - direct implementations, locality of behavior, fail-fast, strict size limits, clean separation of experiment and plotting code. Use whenever writing or refactoring code in a research project, creating new experiment scripts, or organizing a source tree.
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    Vibe Research Explore · zhangyanbo
    Run exploratory research loops - branch, run small fast experiments, produce figures, report findings honestly, let the user judge direction. Use when exploring a new idea or hypothesis, testing whether an approach works, running quick experiments in a research project, or whenever the user asks to "try" something experimental.
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    Vibe Research Optimize · zhangyanbo
    Large-scale parameter optimization for research projects using Bayesian (optuna TPE ask-tell) or evolutionary methods, with safeguards against metric gaming. Use when running hyperparameter search, tuning parameters at scale, setting up multi-round optimization experiments, or whenever the user mentions parameter sweeps, Bayesian optimization, or finding the best settings.
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