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zuoguyoupan2023

@zuoguyoupan2023 source repo

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1. ▌
   Slides Polish 2 · zuoguyoupan2023

   Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly OK' but the user wants a final pass that aligns visual weight with a reference, bumps PPTX fonts to projector-readable size, kills italic style leaks, fixes text-frame overflow, and catches per-slide layout drift. Trigger phrases: "polish slides", "slides 排版不对", "PPTX 字体太小", "和 Beamer 比一下", "per-page review", "和 codex 一页一页过".
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2. ▌
   Numerical Integration · zuoguyoupan2023 bundle

   Select and configure time integration methods for ODE and PDE simulations — choose among explicit Runge-Kutta, BDF, Rosenbrock, and Adams families, set relative and absolute error tolerances, implement adaptive step-size control with I/PI/PID controllers, plan IMEX operator splitting for mixed stiff and non-stiff terms, and estimate splitting errors. Use when picking an integrator for a new simulation, diagnosing step rejections or tolerance failures, setting up operator splitting for phase-field or reaction-diffusion problems, or deciding between explicit and implicit time marching, even if the user only says "my solver keeps rejecting steps" or "which ODE method should I use."
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3. ▌
   Databricks Aibi Dashboards · zuoguyoupan2023 bundle

   Create Databricks AI/BI dashboards. Must use when creating, updating, or deploying Lakeview dashboards as Databricks Dashboard have a unique json structure. CRITICAL: You MUST test ALL SQL queries via CLI BEFORE deploying. Follow guidelines strictly.
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4. ▌
   Competitors Analysis · zuoguyoupan2023 bundle

   Analyze competitor repositories with evidence-based approach. Use when tracking competitors, creating competitor profiles, or generating competitive analysis. CRITICAL - all analysis must be based on actual cloned code, never assumptions. Triggers include "analyze competitor", "add competitor", "competitive analysis", or "竞品分析".
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5. ▌
   Differentiation Schemes · zuoguyoupan2023 bundle

   Select and apply numerical differentiation schemes for PDE and ODE discretization — generate finite-difference stencils at arbitrary order and accuracy, choose between central, upwind, compact (Pade), and spectral methods, handle boundary stencils, and estimate truncation error scaling. Use when discretizing spatial derivatives, picking a scheme for advection- or diffusion-dominated problems, building custom stencils for nonstandard operators, or comparing dispersion and dissipation properties of candidate schemes, even if the user just says "how do I approximate this derivative" or "my solution is too diffusive."
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6. ▌
   Databricks Execution Compute · zuoguyoupan2023 bundle

   Execute code and manage compute on Databricks: run Python/Scala/SQL/R via serverless, classic, or interactive clusters, and create/resize/delete clusters and SQL warehouses.
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7. ▌
   Benchmark Due Diligence · zuoguyoupan2023 bundle

   Adversarial due-diligence on a benchmark you envy — a founder, KOL, company, or product whose claimed success you suspect is inflated. Inline four-phase orchestration — fan-out collection, adversarial verification grading every claim L1-L4 to split marketing bubble from real signal, attribution weighting (product vs timing vs IP vs luck, what's replicable), then mapping the validated playbook onto the user's own resources. Use whenever the user wants to 尽调/对标/拆解 a competitor or role-model, 抄/偷师 someone's playbook, suspects 水分/泡沫 in their claims (Product Hunt
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8. ▌
   Simulation Validator · zuoguyoupan2023 bundle

   Validate simulations across three stages — run pre-flight checks on configuration files (parameter ranges, required fields, disk space), monitor runtime logs for residual growth, NaN/Inf, and adaptive dt collapse, and perform post-flight validation of results (physical bounds, mass/energy conservation, convergence). Diagnose failed simulations with probable-cause analysis and recommended fixes. Use when preparing to launch a simulation, checking whether a running job is healthy, verifying that finished results are trustworthy, or debugging a crash or blow-up, even if the user only says "my simulation crashed" or "can I trust these results."
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9. ▌
   Debugging Network Issues · zuoguyoupan2023 bundle

   Evidence-driven investigation for network, streaming, and protocol-layer bugs. Use when debugging connection resets (ECONNRESET, HTTP/2 RST_STREAM, INTERNAL_ERROR), SSE or long-polling stalls, fixed-time connection drops, CDN/proxy/CGNAT idle timeouts, or any incident where symptoms do not match the obvious cause. Applies falsification-first methodology — layered isolation experiments to pin down the responsible network layer, env-gated runtime instrumentation for non-invasive observation, and counter-review agent teams to challenge single-cause assumptions. Strongly trigger on "socket closed unexpectedly", "stream interrupted", "ECONNRESET", "HTTP/2 INTERNAL_ERROR", "fails after N seconds", "works sometimes but not always", "upstream silent for X seconds", or any scenario where the investigator might jump to conclusions before evidence. Generalizes to any multi-layer system investigation where assumption-first thinking is the failure mode.
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10. ▌
    Slurm Job Script Generator · zuoguyoupan2023 bundle

    Generate correct, copy-pasteable SLURM sbatch job scripts and sanity-check HPC resource requests — configure nodes, MPI tasks, OpenMP threads, memory (per-node or per-cpu), GPUs, walltime, partitions, modules, and environment variables, with automatic detection of conflicting directives and oversubscription. Use when preparing a SLURM submission script, deciding between pure MPI and hybrid MPI+OpenMP layouts, standardizing #SBATCH directives across a team, debugging why a job won't launch or gets killed, or setting up GPU-accelerated simulation jobs, even if the user only says "I need to run this on the cluster" or "my job keeps getting killed."
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    Performance Profiling · zuoguyoupan2023 bundle

    Identify computational bottlenecks, analyze parallel scaling, estimate memory requirements, and generate optimization recommendations for materials simulations — parse timing logs to find dominant phases (solver, assembly, I/O), evaluate strong and weak scaling efficiency, profile memory from mesh and field parameters, and detect bottlenecks with actionable fix suggestions. Use when a simulation is running slower than expected, investigating MPI scaling efficiency, planning HPC resource allocation, deciding whether to tune the preconditioner or reduce I/O frequency, or estimating if a problem fits in available RAM, even if the user only says "my simulation is too slow" or "how many nodes do I need."
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12. ▌
    Claude Code History Files Finder · zuoguyoupan2023 bundle

    Finds and recovers content from Claude Code session history files. This skill should be used when searching for deleted files, tracking changes across sessions, analyzing conversation history, or recovering code from previous Claude interactions. Triggers include mentions of "session history", "recover deleted", "find in history", "previous conversation", or ".claude/projects".
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13. ▌
    Parameter Optimization · zuoguyoupan2023 bundle

    Explore and optimize simulation parameters via design of experiments (DOE), sensitivity analysis, and optimizer selection — generate Latin Hypercube, quasi-random, or factorial sample plans, rank parameter influence with sensitivity scores, recommend Bayesian optimization, CMA-ES, or gradient- based methods based on dimension and budget, and fit surrogate models for expensive evaluations. Use when calibrating material properties against experimental data, planning a parameter sweep, performing uncertainty quantification, or choosing an optimization strategy for a simulation with a limited evaluation budget, even if the user only says "which parameters matter most" or "how do I calibrate my model."
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14. ▌
    Workflow Engine Mapper · zuoguyoupan2023 bundle

    Map computational materials tasks onto workflow engines such as atomate2, jobflow, AiiDA, pyiron, or a simple one-off script. Use when deciding how to structure a reproducible campaign, DAG, restart strategy, provenance record, storage layout, or migration path from ad hoc scripts to managed workflows.
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15. ▌
    Claude Md Progressive Disclosurer · zuoguyoupan2023 bundle

    Optimize CLAUDE.md files using progressive disclosure. Goal: Maximize information efficiency, readability, and maintainability. Use when: User wants to optimize CLAUDE.md, information is duplicated across files, or LLM repeatedly fails to follow rules.
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16. ▌
    Simulation Orchestrator · zuoguyoupan2023 bundle

    Orchestrate multi-simulation campaigns — generate parameter sweep configurations (grid, linspace, or Latin Hypercube sampling), initialize and track batch job campaigns, monitor job completion status, and aggregate results with summary statistics across all runs. Use when running a parameter study across dt, kappa, or other simulation inputs, managing dozens or hundreds of simulation configurations, combining outputs from completed batch runs to find the best result, or automating the generate-run-collect workflow for systematic studies, even if the user only says "I need to try many parameter combinations" or "how do I organize a sweep."
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17. ▌
    Numerical Stability · zuoguyoupan2023 bundle

    Analyze numerical stability for time-dependent PDE simulations — check CFL and Fourier criteria, perform von Neumann stability analysis, detect stiffness, evaluate matrix conditioning, and recommend explicit vs implicit time-stepping schemes. Use when selecting time steps, diagnosing numerical blow-up or solver divergence, checking convergence criteria, or evaluating scheme stability for advection, diffusion, or reaction problems, even if the user doesn't explicitly mention "stability" or "CFL."
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18. ▌
    Context Fundamentals · zuoguyoupan2023 bundle

    Context Engineering Fundamentals
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19. ▌
    Context Optimization · zuoguyoupan2023 bundle

    Context Optimization Techniques
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20. ▌
    Paper Poster 2 · zuoguyoupan2023

    Generate a conference poster (venue-driven tcbposter LaTeX) from a compiled paper. Use when user says "做海报", "制作海报", "conference poster", "make poster", "生成poster", "poster session", or wants to create a poster for a conference presentation.
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21. ▌
    Paper Slides · zuoguyoupan2023

    Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "make slides", "conference talk", "presentation slides", "生成slides", "写演讲稿", or wants beamer slides for a conference talk.
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22. ▌
    CLI Demo Generator · zuoguyoupan2023 bundle

    Generates professional animated CLI demos as GIFs using VHS terminal recordings. Handles tape file creation, self-bootstrapping demos with hidden setup, output noise filtering, post-processing speed-up, and frame-level verification. Use when users want to create terminal demos, record CLI workflows as GIFs, generate animated documentation, build demo tapes for README files, or need to showcase any command-line tool visually. Also triggers on "record terminal", "VHS tape", "demo GIF", "animate my CLI", or any request to visually demonstrate shell commands.
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23. ▌
    Feishu Doc Scraper · zuoguyoupan2023 bundle

    Extract Feishu (Lark) Docs, Wiki pages, Wiki collections/hubs, spreadsheets, and Minutes (妙记) transcripts into clean high-fidelity local Markdown. The primary path is the lark-cli API — programmatic extraction with no LLM rewriting of the body — which recursively follows a collection's reference graph (mention-doc / sheet / cross-tenant links) and uses error codes to resolve permission boundaries precisely; a browser-DOM path is the fallback only when lark-cli cannot reach the content. Use this whenever the source is a Feishu/Lark URL and fidelity matters — including 导出飞书文档/合集/妙记转写, 把飞书 wiki/知识库转 markdown, scraping or archiving a Feishu collection, exporting a Feishu Minutes/妙记 transcript, or saving a Feishu page locally — even if the user only says clipping, archiving, converting, or "save this". Also covers the permission-denied path (owner-exported .docx → faithful Markdown with heading/highlight restoration).
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24. ▌
    Github Contributor · zuoguyoupan2023 bundle

    End-to-end playbook for shipping high-quality pull requests to open-source projects you don't maintain. Use whenever the user is creating, editing, or pushing a PR to a third-party GitHub repo — even if they just say "submit a PR", "open a PR", "fix this upstream", "rebase against main", "respond to the bot review", or names a target repo in the form `owner/repo`. Covers project discovery, CONTRIBUTING.md compliance, PR-size sanity check, minimal-diff implementation, isolated GUI E2E verification, PR description writing with AI-assisted disclosure, conflict resolution with fixup + autosquash, and post-submission bot/maintainer interaction. Also triggers on Chinese phrases like "提 PR"、"上游 PR"、"贡献代码"、"rebase 冲突"、"PR 描述写不好"、"回应维护者"、"AI 贡献声明".
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25. ▌
    Post Processing · zuoguyoupan2023 bundle

    Extract, analyze, and summarize simulation output data — pull spatial fields at specific timesteps, compute time-series trends and detect steady state, extract line profiles through the domain, generate statistical summaries and distributions, calculate derived quantities (gradients, fluxes, volume fractions, interface area), compare results against analytical solutions or experimental data, and produce automated analysis reports. Use when interpreting finished simulation results, checking mass or energy conservation, comparing two runs or meshes, extracting interface profiles from phase-field output, or preparing publication-quality analysis, even if the user only says "what do my results look like" or "did my simulation reach steady state."
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26. ▌
    Examples Digital Brain Skill · zuoguyoupan2023 bundle

    Digital Brain
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27. ▌
    Context Engineering Collection · zuoguyoupan2023 bundle

    A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, evaluating, or debugging agent systems that require effective context management and reliable operating loops.
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28. ▌
    Skill Template · zuoguyoupan2023

    Template for creating new Agent Skills for context engineering. Use this template when adding new skills to the collection.
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29. ▌
    Terraform Skill · zuoguyoupan2023 bundle

    Operational traps for Terraform provisioners, multi-environment isolation, and zero-to-deployment reliability. Covers provisioner timing races, SSH connection conflicts, DNS record duplication, volume permissions, database bootstrap gaps, snapshot cross-contamination, Cloudflare credential format errors, hardcoded domains in Caddyfiles/compose, and init-data-only-on-first-boot pitfalls. Activate when writing null_resource provisioners, creating multi-environment Terraform setups, debugging containers that are Restarting/unhealthy after terraform apply, setting up fresh instances with cloud-init, or any IaC code that SSHs into remote hosts. Also activate when the user mentions terraform plan/apply errors, provisioner failures, infrastructure drift, TLS certificate errors, or Caddy/gateway configuration.
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30. ▌
    Nonlinear Solvers · zuoguyoupan2023 bundle

    Select and configure nonlinear solvers for root-finding f(x)=0, optimization min F(x), and least-squares problems — choose among Newton, Newton-Krylov, quasi-Newton (BFGS, L-BFGS), Broyden, Anderson acceleration, and Levenberg-Marquardt methods, configure line search or trust-region globalization, diagnose convergence rate (quadratic, linear, stagnated), and assess Jacobian quality and conditioning. Use when a Newton solver converges slowly or diverges, choosing between line search and trust region, debugging nonlinear iteration failures in FEM or phase-field codes, or selecting a solver for large-scale unconstrained optimization, even if the user only says "my Newton iterations aren't converging."
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31. ▌
    Filesystem Context · zuoguyoupan2023 bundle

    Filesystem-Based Context Engineering
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32. ▌
    Paper Plan · zuoguyoupan2023

    Generate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.
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33. ▌
    Paper Talk · zuoguyoupan2023

    End-to-end conference talk pipeline: paper → slide outline → Beamer + PPTX → per-page polish → assurance checks (claim / citation / anonymity) → final export and report. Default-good for academic conference talks (NeurIPS / ICML / ICLR / VALSE / 投稿 talks). Trigger phrases: "做 talk", "做 PPT 全流程", "talk pipeline", "end-to-end slides", "做演讲", "conference talk full workflow". Use when the user wants the complete talk artifact, not just a slide deck.
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34. ▌
    Gangtise Copilot · zuoguyoupan2023 bundle

    Gangtise (岗底斯投研) OpenAPI skill suite installer and diagnostic tool. One-click install 19 official skills (data, research, utility), configure accessKey/secretAccessKey, run health diagnostics. Trigger when user mentions Gangtise, 岗底斯, any gangtise-* skill, credential setup, or reports errors like 'token is invalid' / '接口地址错误'.
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35. ▌
    Advanced Evaluation · zuoguyoupan2023 bundle

    Advanced Evaluation
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36. ▌
    Context Degradation · zuoguyoupan2023 bundle

    Context Degradation Patterns
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37. ▌
    Project Development · zuoguyoupan2023 bundle

    Project Development Methodology
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38. ▌
    Databricks AI Functions · zuoguyoupan2023 bundle

    Use Databricks built-in AI Functions (ai_classify, ai_extract, ai_summarize, ai_mask, ai_translate, ai_fix_grammar, ai_gen, ai_analyze_sentiment, ai_similarity, ai_parse_document, ai_query, ai_forecast) to add AI capabilities directly to SQL and PySpark pipelines without managing model endpoints. Also covers document parsing and building custom RAG pipelines (parse → chunk → index → query).
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39. ▌
    Competitor Alerts · zuoguyoupan2023

    Configure competitor alerts. Use when: tracking content changes, pricing shifts, ad launches, SERP changes, social spikes.
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40. ▌
    Content Repurpose · zuoguyoupan2023

    Repurpose content across channels. Use when: blog-to-social, webinar-to-article, pillar derivatives, format adaptation.
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41. ▌
    Counter Narrative · zuoguyoupan2023

    Build counter-narrative playbooks. Use when: competitor rebrand, new category claim, aggressive campaign, price change response.
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42. ▌
    Credential Switch · zuoguyoupan2023

    Switch brand credentials. Use when: activating the correct API keys for MCP servers in multi-client workflows.
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43. ▌
    Emerging Channels · zuoguyoupan2023

    Explore emerging marketing channels. Use when: evaluating voice search, social commerce, or new platforms.
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44. ▌
    Localize Campaign · zuoguyoupan2023

    Localize campaigns for multiple markets. Use when: translating assets, adapting references, adjusting compliance.
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45. ▌
    Narrative Tracker · zuoguyoupan2023

    Track AI engine brand narratives. Use when: detecting narrative drift, misrepresentation, or competitor narrative gains over time.
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46. ▌
    Page SEO Analysis · zuoguyoupan2023

    Analyze SEO for a single page. Use when: auditing on-page signals, schema, content quality, E-E-A-T, or AI search readiness.
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47. ▌
    Performance Check · zuoguyoupan2023

    Pull live marketing metrics for a performance snapshot: KPIs vs targets, trend comparison, and cross-platform overview. Use when checking current marketing performance, monitoring KPI health, comparing to benchmarks, or getting a quick status update across analytics platforms.
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48. ▌
    Send Notification · zuoguyoupan2023

    Send team notifications. Use when: pushing campaign updates, alerts, or approval requests via Slack or Intercom.
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49. ▌
    Google Cloud Waf Operational Excellence · zuoguyoupan2023

    Generates operations-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Operational Excellence pillar of the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify operational requirements, and provide actionable recommendations for deployment, monitoring, and incident management.
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50. ▌
    Benchmark And Mms Planner · zuoguyoupan2023 bundle

    Plan verification and validation campaigns for simulation codes using manufactured solutions, canonical benchmark problems, grid/time refinement, uncertainty propagation, and pass/fail acceptance criteria. Use when an agent needs to prove a solver, model, or result is trustworthy rather than only plausible.
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51. ▌
    Audience Intelligence · zuoguyoupan2023

    Research target audiences. Use when: buyer personas, segmentation, Jobs-to-Be-Done, psychographic profiling, audience deep-dive.
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52. ▌
    Campaign Orchestrator · zuoguyoupan2023

    Orchestrate full campaign lifecycle. Use when: planning, launching, managing, UTM setup, media plan, post-mortem.
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53. ▌
    Reputation Management · zuoguyoupan2023

    Manage brand reputation. Use when: handling reviews, crisis comms, negative press, sentiment, or recovery plans.
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54. ▌
    Extraction Pipeline Patterns · zuoguyoupan2023

    Document extraction pipeline architecture and patterns
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55. ▌
    Plugin Architecture Patterns · zuoguyoupan2023

    Plugin architecture, registration, and trait patterns
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56. ▌
    Recipe Reverse Engineer 2 · zuoguyoupan2023

    Generate PRD and Design Docs from existing codebase through discovery, generation, verification, and review workflow
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57. ▌
    Idea Discovery · zuoguyoupan2023

    Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.
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58. ▌
    Autonomous Builder · zuoguyoupan2023 bundle

    Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development, bug fixing, or code refactoring.
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59. ▌
    Domain Creation · zuoguyoupan2023

    Guides you through creating a Honeydew domain — a governance object that scopes entity/field visibility and applies mandatory filters — ideal for setting up contexts for deep analysis.
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60. ▌
    Entity Creation · zuoguyoupan2023

    Guides you through defining a new Honeydew entity from a data warehouse source — covering source type, granularity key, and initial attribute mapping — then pushes to Honeydew via the MCP tools.
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61. ▌
    Ontology Validator · zuoguyoupan2023 bundle

    Validate material sample annotations against ontology constraints — check that class names and property names exist in the ontology, verify domain and range consistency for object property relationships, assess annotation completeness (required, recommended, and optional properties), and flag unknown or misspelled terms. Use when verifying that CMSO or other ontology annotations are correct before publishing, checking whether all required properties are present for a class like Crystal Structure or Unit Cell, auditing relationship triples between instances, or catching annotation errors early in a FAIR data workflow, even if the user only says "is my annotation correct" or "what am I missing."
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62. ▌
    Conversation Review · zuoguyoupan2023

    Use when a semantic/context layer curator wants to review past analysis conversations in bulk, categorize user feedback into actionable improvement areas, and apply targeted changes to the semantic model or context layer. Covers the full workflow from collecting conversations and classifying feedback through to creating action items and applying them on a branch.
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63. ▌
    Client Validation Document · zuoguyoupan2023

    Produce the Part 5 Client Validation Document — the one true stop where unbiased v1 findings meet the client. Each finding gets ACCEPT/REJECT/EDIT/DEFER decision.
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64. ▌
    Creative Testing Framework · zuoguyoupan2023

    Design structured ad creative tests with A/B test plans, multivariate creative strategies, sample size calculations, and iteration cadences. Use when planning creative testing for ads, optimizing creative performance, or building a testing playbook across advertising platforms.
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65. ▌
    Hosted Agents · zuoguyoupan2023 bundle

    Hosted Agent Infrastructure
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66. ▌
    Recipe Add Integration Tests 2 · zuoguyoupan2023

    Add integration/E2E tests to existing codebase using Design Docs
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67. ▌
    Databricks Serverless Migration · zuoguyoupan2023 bundle

    Migrate Databricks workloads from classic compute to serverless compute. Use when migrating from classic to serverless, checking serverless code compatibility, or writing new serverless-compatible notebooks and jobs. Scans code for compatibility issues, provides concrete fixes for the serverless Spark Connect architecture, and guides the full migration. Not for classic DBR version upgrades or cluster configuration changes within classic compute.
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68. ▌
    Ima Copilot · zuoguyoupan2023 bundle

    One-stop companion and installer for the official Tencent IMA skill (腾讯 IMA / ima.qq.com). Handles zero-config installation to Claude Code / Codex / OpenClaw via `npx skills add`, guides API key setup, detects and fixes known issues in the upstream package (including the missing-YAML-frontmatter bug in submodule SKILL.md files), and implements a personalized fan-out search strategy with priority-based knowledge base boosting. Use this skill whenever the user mentions IMA, 腾讯 IMA, ima.qq.com, ima-skill, installing or configuring ima-skill, searching across IMA knowledge bases, 知识库搜索, 笔记搜索, fan-out search with preferred KBs, or reports errors like "Skipped loading skill(s) due to invalid SKILL.md". Also trigger for any request to diagnose, repair, or personalize the behavior of an ima-skill installation. This is a wrapper layer around ima-skill — it installs and orchestrates ima-skill rather than replacing it.
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69. ▌
    Time Stepping · zuoguyoupan2023 bundle

    Plan and control time-step policies for transient simulations — couple CFL and physics-based stability limits with adaptive stepping, ramp initial transients through sharp gradients or phase changes, schedule output intervals and checkpoint cadence, and plan restart strategies for long-running jobs. Use when choosing dt for a new simulation, diagnosing adaptive time-step oscillations, deciding checkpoint frequency to minimize lost work, or setting up output schedules aligned with physical time scales, even if the user only says "my run is too slow" or "how often should I save."
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70. ▌
    Continuous Improvement Loop · zuoguyoupan2023

    Run Part 12 — the continuous improvement loop. Aggregates market + operating signals into product/offering recommendations. Runs alongside live operations, not as a one-time activity.
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71. ▌
    Recipe Prepare Implementation 2 · zuoguyoupan2023

    Verifies the work plan is implementable end-to-end and resolves verification-lane / fixture / E2E-environment gaps before the build phase begins. Use when "implement-ready/verification readiness/lane setup/E2E environment missing" is mentioned, or before any build phase begins on a work plan whose readiness has not been preflight-checked.
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72. ▌
    Exploratory Data Analysis · zuoguyoupan2023 bundle

    Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
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73. ▌
    Review Local Changes · zuoguyoupan2023

    Comprehensive review of local uncommitted changes using specialized agents with code improvement suggestions
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74. ▌
    Vibe What Do I Want · zuoguyoupan2023

    Clarify intent and freeze requirements by entering the canonical vibe runtime with a discovery-first bounded stop.
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75. ▌
    Google Cloud Waf Performance Optimization · zuoguyoupan2023

    Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization pillar of the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify performance requirements, and provide actionable recommendations for resource allocation, modular design, and elasticity.
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76. ▌
    Ontology Mapper · zuoguyoupan2023 bundle

    Map materials science terms, crystal structures, and sample descriptions to standardized ontology classes and properties — resolve natural-language concepts to ontology entries with confidence scores, translate Bravais lattice types, space groups, and lattice constants into ontology-compliant annotations, and produce full sample metadata from structured descriptions. Supports any ontology in ontology_registry.json (CMSO, ASMO, etc.). Use when annotating simulation inputs with FAIR metadata, translating "BCC iron" or "FCC copper" into formal ontology terms, preparing machine- readable sample descriptions, or bridging between lab vocabulary and ontology vocabulary, even if the user only says "what CMSO terms describe my material" or "annotate this sample for me."
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77. ▌
    Evaluation · zuoguyoupan2023 bundle

    Evaluation Methods for Agent Systems
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78. ▌
    Markdown HTML Orchestrator · zuoguyoupan2023 bundle

    Use when a user wants to convert any markdown file in their Claude project into a single-file, lightly-interactive HTML — long-form documents (specs, plans, RFCs, reports, explainers), code reviews with diffs and severity-tagged annotations, or slide decks. Triggers on "convert this markdown to HTML", "make this an HTML file", "turn this into an interactive document", "render this report as HTML", "PR writeup as HTML", "slides from this markdown". Forks context to route to one of three converter sub-skills (md-document, md-review, md-slides) based on a deterministic doctype classifier, after the user has run the design-system onboarding once. Refuses if input is under 100 lines (per Shihipar — markdown still wins below the threshold) or design-system isn't onboarded. Distinct from Anthropic's official Playground plugin (which is interactive prompt-tuning controls with sliders/knobs/prompt-copy-back) and from marketing/landing/ (which is a landing-page generator).
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79. ▌
    Email Marketing Bible · zuoguyoupan2023

    Comprehensive, data-backed email marketing knowledge base. 908 sources, 4,798 insights. Use when reviewing email setups, building automation flows, diagnosing deliverability, writing email copy, selecting platforms, or pulling benchmarks. Covers strategy, flows, deliverability, copywriting, segmentation, compliance, cold email, and 19 industry playbooks.
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80. ▌
    Douban Skill · zuoguyoupan2023 bundle

    Export and sync Douban (豆瓣) book/movie/music/game collections to local CSV files via Frodo API. Supports full export (all history) and RSS incremental sync (recent items). Use when the user wants to export Douban reading/watching/listening/gaming history, back up their Douban data, set up incremental sync, or mentions 豆瓣/douban collections. Triggers on: 豆瓣, douban, 读书记录, 观影记录, 书影音, 导出豆瓣, export, backup, sync, collection.
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81. ▌
    Linear Solvers · zuoguyoupan2023 bundle

    Select and configure linear solvers for Ax=b systems arising in numerical simulations — choose between direct (LU, Cholesky) and iterative (CG, GMRES, BiCGSTAB, MINRES) methods, analyze sparsity patterns and matrix conditioning, recommend preconditioners (AMG, ILU, IC), apply row/column scaling, and diagnose convergence stagnation from residual histories. Use when setting up a linear solve for FEM/FVM assembly, debugging slow or stalled Krylov iterations, choosing a preconditioner for SPD or nonsymmetric systems, or investigating ill-conditioning, even if the user only says "my solver is slow" or "GMRES won't converge."
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82. ▌
    Hyperexecute Skill · zuoguyoupan2023

    Generates HyperExecute YAML configurations for blazing-fast test orchestration on LambdaTest's TestMu AI cloud. Framework-agnostic — works with any test framework. Use when user mentions "HyperExecute", "fast test execution", "test orchestration", "hyperexecute.yaml". Triggers on: "HyperExecute", "hyperexecute.yaml", "test orchestration", "HE", "fast parallel tests".
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83. ▌
    Bigdata Skill · zuoguyoupan2023 bundle

    Pull Bigdata.com (RavenPack) financial and news data through the official `bigdata-client` SDK and its public `/v1/*` REST endpoints when the Bigdata MCP server returns only pre-synthesized tearsheets but you need the machine-readable substrate underneath. MCP search returns prose chunks (text + relevance only — no per-chunk sentiment, no entity spans); its tearsheets give only aggregate values, not computable time series or per-field JSON. This skill bundles a verified, cost-guarded toolkit over the official REST API: annotated chunk search, entity/ISIN resolution, analyst estimates, calendar/surprise/ ratings/targets, financial statements, TTM metrics & ratios, prices, dividends, revenue segments, a daily entity-sentiment series, co-mention graph, screener, and batch search. Use it whenever the user mentions Bigdata.com, RavenPack, a `bd_v2_` key, the bigdata MCP, rp_entity_id, chunk/query_unit cost, or wants structured financials, fundamentals, prices, sentiment, or annotated news.
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84. ▌
    Statusline Generator · zuoguyoupan2023 bundle

    Install, configure, customize, or troubleshoot the Claude Code statusline (the line above the prompt with cwd, model, and token counts). Use when the user wants to set up or change the statusline, switch between minimal and full layouts, show absolute token counts (e.g. ctx 108K / 1M) instead of a percentage, add cost via ccusage or git status, or fix a statusline that is blank, silent, stuck, shows "permission denied", or stopped updating after a script edit (commonly a missing chmod +x). Also covers debug-dumping the stdin JSON Claude Code passes the script. Trigger phrases include "configure statusline", "statusline blank", "status line not showing", "statusline broken", "show token count in statusline", 状态栏, 状态栏不显示, 状态栏空白, 显示工作目录, 显示 token 数.
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85. ▌
    Mesh Generation · zuoguyoupan2023 bundle

    Plan and evaluate mesh generation for numerical simulations — estimate grid resolution from physics scales (interface width, boundary layers, wavelengths), check aspect ratios and skewness against quality thresholds, choose between structured, unstructured, and adaptive mesh refinement strategies, and compute grid sizing for 1D/2D/3D domains. Use when setting up a new mesh, diagnosing poor solver convergence caused by mesh quality, deciding how many points to place across a phase-field interface or boundary layer, or preparing a mesh convergence study, even if the user only asks "what resolution do I need" or "why is my solver failing."
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86. ▌
    Bdi Mental States · zuoguyoupan2023 bundle

    BDI Mental State Modeling
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87. ▌
    Universal Scraping Architect · zuoguyoupan2023 bundle

    Use for web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl or local Python scripts.
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88. ▌
    Paper Poster · zuoguyoupan2023

    Generate a conference poster (venue-driven tcbposter LaTeX) from a compiled paper. Use when user says "做海报", "制作海报", "conference poster", "make poster", "生成poster", "poster session", or wants to create a poster for a conference presentation.
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89. ▌
    Windows Desktop E2e · zuoguyoupan2023

    E2E testing for Windows native desktop apps (WPF, WinForms, Win32/MFC, Qt) using pywinauto and Windows UI Automation.
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90. ▌
    Business Growth Skills · zuoguyoupan2023

    4 business growth agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Customer success (health scoring, churn), sales engineer (RFP), revenue operations (pipeline, GTM), contract & proposal writer. Python tools (stdlib-only).
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91. ▌
    Marketing Automation · zuoguyoupan2023

    Design marketing automation workflows. Use when: building lead scoring, nurture sequences, drip campaigns, or behavioral triggers.
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92. ▌
    Retargeting Strategy · zuoguyoupan2023

    Design retargeting strategy. Use when: planning cross-platform remarketing, audience segmentation, or ad sequencing.
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93. ▌
    Iso 13485 Certification · zuoguyoupan2023 bundle

    Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.
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94. ▌
    Market Research Reports · zuoguyoupan2023 bundle

    Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
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95. ▌
    Pkulaw MCP Batch Contract Screening · zuoguyoupan2023

    批量合同合规初筛工作流，用于对同模板或同类型合同做快速统一筛查，输出可执行的批量风险台账。Use when：企业法务、采购合规、风控运营需要同时处理多份合同，识别高风险条款、引用错误与依据缺失。NOT for：单份合同的逐条精细审查、完整法律意见、诉讼策略分析。要求明确标注“批量初筛结果”，高风险项与系统未命中项必须人工复核。
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96. ▌
    Pkulaw MCP Governance Research Memo · zuoguyoupan2023

    公司治理研究备忘工作流，用于把股权、决议、董事责任、控制权、关联交易等问题整理成可讨论、可继续深挖、可流转的研究备忘。Use when：律师、法务、董办、投融资或研究同学面对的问题跨规则与实践、需要先综合召回再分流研究。NOT for：单条法条原文查询、单案深度诉讼策略、以及只需单一路径检索的简单问题。要求先界定研究问题与范围，再综合召回与分流；未核验的具体法条不得写成确定依据。
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97. ▌
    Recipe Fullstack Build 2 · zuoguyoupan2023

    Execute decomposed fullstack tasks with layer-aware agent routing
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98. ▌
    Slides Polish · zuoguyoupan2023

    Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly OK' but the user wants a final pass that aligns visual weight with a reference, bumps PPTX fonts to projector-readable size, kills italic style leaks, fixes text-frame overflow, and catches per-slide layout drift. Trigger phrases: "polish slides", "slides 排版不对", "PPTX 字体太小", "和 Beamer 比一下", "per-page review", "和 codex 一页一页过".
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99. ▌
    Quarkus Verification · zuoguyoupan2023

    Verification loop for Quarkus projects: build, static analysis, tests with coverage, security scans, native compilation, and diff review before release or PR.
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100. ▌
     Vibe How Do We Do · zuoguyoupan2023

     Design the approach and execution plan by entering the canonical vibe runtime with a planning-first bias.
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