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majiayu000

@majiayu000 source repo

75,112 published skills · page 417 of 752

  1. ▌
    Pension Erisa Pbgc · majiayu000 bundle
    Prueft pension obligations, PBGC claims, retiree benefits, collective bargaining and plan treatment.
    567 repo stars
  2. ▌
    Pipeline Cutandrun · majiayu000 bundle
    Execute CUT&RUN processing pipeline from FASTQ to peaks and signal tracks. Child of pipeline-guide. Provides Nextflow execution with Docker and cloud deployment. Use when processing CUT&RUN or CUT&Tag data, an alternative to ChIP-seq with lower background. Trigger on: CUT&RUN pipeline, CUT&Tag, SEACR, Henikoff, targeted chromatin, pA-MNase, process CUT&RUN.
    567 repo stars
  3. ▌
    PPTX Visual Assets · majiayu000 bundle
    Use when selecting and placing approved supporting icons, images, SVGs, diagrams, or infographics in an editable PPTX deck.
    567 repo stars
  4. ▌
    Pr Review Workflow · majiayu000 bundle
    Orchestrate incremental PR review feedback addressing with systematic triage and verification
    567 repo stars
  5. ▌
    Ralph Specum Index · majiayu000 bundle
    This skill should be used only when the user explicitly asks to use `$ralph-specum-index`, or explicitly asks Ralph Specum in Codex to generate or refresh index artifacts.
    567 repo stars
  6. ▌
    Ralph Specum Start · majiayu000 bundle
    This skill should be used only when the user explicitly asks to use `$ralph-specum-start`, or explicitly asks Ralph Specum in Codex to start or resume a spec.
    567 repo stars
  7. ▌
    Ralph Specum Tasks · majiayu000 bundle
    This skill should be used only when the user explicitly asks to use `$ralph-specum-tasks`, or explicitly asks Ralph Specum in Codex to run the tasks phase.
    567 repo stars
  8. ▌
    Resilient Executor · majiayu000 bundle
    Execute work that survives terminal disconnection. Uses tmux for persistence, aggressive state saving, and recovery. Use when user says 'keep running', 'survive disconnect', or for any long-running work.
    567 repo stars
  9. ▌
    Shared Deps Safety · majiayu000 bundle
    Universal safety rules, workflow structure, and update priority for dependency management across all platforms.
    567 repo stars
  10. ▌
    Sop Product Launch · majiayu000 bundle
    Sop Product Launch
    567 repo stars
  11. ▌
    Spec Kit Implement · majiayu000 bundle
    Use when approved Spec Kit `tasks.md` must be executed into implementation changes, or when task execution is blocked by sequencing/checklist gates before feature completion.
    567 repo stars
  12. ▌
    Spec Kit Reconcile · majiayu000 bundle
    Use when specification drift is discovered at any stage and existing Spec Kit artifacts (`spec.md`, `plan.md`, `tasks.md`) must be reconciled in-place without creating a new feature branch.
    567 repo stars
  13. ▌
    Super Ralph Wiggum · majiayu000 bundle
    Run Claude Code in autonomous iteration loops until task completion — PRD-based feature development, test coverage improvement, lint fixing, documentation generation, dataset creation, or framework migrations. Uses in-session loop mechanism with specialized templates. Triggers on autonomous loop, iterate until done, run until passing, keep going until, ralph, PRD execution.
    567 repo stars
  14. ▌
    Walkeros Using CLI · majiayu000 bundle
    Use when bundling walkerOS flows, testing events with simulate/push, running local servers, validating configs, or configuring Flow.Setup JSON files.
    567 repo stars
  15. ▌
    Wiki Research Loop · majiayu000 bundle
    Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a seed from the queue, fetches sources, drafts a wiki page, dedupes claims against existing pages, enqueues follow-up seeds. Halts on budget cap, depth cap, or convergence. Use when the user says "research <topic>", "grow the <slug> wiki", "auto-research", or wants a knowledge base that builds itself overnight.
    567 repo stars
  16. ▌
    Workflow Br Ticket · majiayu000 bundle
    Use this skill when working with Jira tickets (RD-XXXX) to ensure proper task tracking and state persistence in `br`.
    567 repo stars
  17. ▌
    Workflow Detection · majiayu000 bundle
    Provides centralized workflow type detection for all phase and deployment commands.
    567 repo stars
  18. ▌
    Workflow Lite Plan · majiayu000 bundle
    Lightweight planning skill - task analysis, multi-angle exploration, clarification, adaptive planning, confirmation, and execution handoff
    567 repo stars
  19. ▌
    Agentkit SEO Cv Ats · majiayu000 bundle
    Optimize CV and resume content for recruiter readability and parser-safe ATS handling without making unsupported claims about exact vendor scoring. Use when the user asks about resumes, CVs, ATS formatting, keyword strategy, bullets, section order, achievement metrics, or job-targeted resume tailoring.
    567 repo stars
  20. ▌
    Audio Script Writer · majiayu000 bundle
    Convert written medical content into podcast or video scripts optimized for audio delivery. Transforms academic papers, reports, and educational materials into engaging spoken-word formats with pronunciation guides, timing markers, and audio-friendly structure.
    567 repo stars
  21. ▌
    Auto Article Poster · majiayu000 bundle
    Generates Build-in-Public articles and saves drafts to note.com. Use when the user asks to write a note article, summarize weekly development progress, or create a Build-in-Public blog post.
    567 repo stars
  22. ▌
    Essay Voice Matcher · majiayu000 bundle
    Use when written text needs evaluation against a user's writing style profile and sample essays for voice consistency during essay pipeline execution.
    567 repo stars
  23. ▌
    Linkedin Repurposer · majiayu000 bundle
    Repurpose existing content into a native LinkedIn post. Take a tweet, thread, YouTube video, blog, or newsletter and rebuild it for LinkedIn: re-hook before the fold, expand to the 900 to 1300 char sweet spot, add whitespace and a CTA, move links to the first comment, run the humanizer, publish via Publora on approval. Not for writing from scratch (use linkedin-post-writer), not for auditing a draft (use linkedin-humanizer --mode audit).
    567 repo stars
  24. ▌
    Listicle Newsletter · majiayu000 bundle
    Write a numbered listicle newsletter — "7 things I learned", "5 mistakes", "10 lessons" format. Each item gets a bold takeaway + 2-3 sentence explanation. Fast to write, high engagement. 600-1000 words. Use when user wants a list-based newsletter, mentions "X things I learned", "mistakes", "lessons", or wants a scannable, numbered format.
    567 repo stars
  25. ▌
    Pre Trial Statement · majiayu000 bundle
    Drafts U.S. civil/commercial pre-trial statements that narrow issues, fix trial assumptions, and prevent evidentiary surprises. Converts pleadings, discovery, and deposition materials into a court-compliant filing with undisputed facts, contested issues, witness and exhibit summaries, trial logistics, and settlement posture. Use when preparing for pretrial conferences, final pretrial orders, or trial. Trigger keywords: pre-trial statement, pretrial statement, trial roadmap, witness list, exhibit list, disputed issues of fact, disputed issues of law.
    567 repo stars
  26. ▌
    Preservation Letter · majiayu000 bundle
    Drafts litigation hold and document preservation letters under FRCP 37(e) and state equivalents. Covers custodian identification, ESI scope, hold implementation, and spoliation warnings. Use when sending preservation notices, litigation hold letters, spoliation notices, or evidence preservation demands.
    567 repo stars
  27. ▌
    Suede Clip To Guide · majiayu000 bundle
    Suede-owned short-to-long content funnel blueprint. Use when turning a video, clip, interview moment, talk excerpt, screen recording, or transcript into a repeatable clip-to-guide package that bridges attention to an X Article, LinkedIn article or newsletter, blog guide, playbook, or other long-form asset; includes fit criteria, rights routing, moment scoring, a clip brief, exact post copy, publishing sequence, approval bundle, measured success loop, and a dual-evidence certainty gate when Full Send or Codex Fleet controls the run. NOT FOR: full video editing or production (use suede-video), general social calendars or listening (use suede-social), creating the long-form asset from scratch (use suede-copy and suede-content-strategy), paid ads (use suede-ad-creative), or publishing or reposting without exact-content and visible-identity approval.
    567 repo stars
  28. ▌
    Write Speaker Notes · majiayu000 bundle
    Generate speaker notes (presentation script) for Quarto RevealJS slides. Supports English and Korean. Use when user asks to "write speaker notes", "add presentation script", "speaker script", "발표 스크립트", or "스피커 노트".
    567 repo stars
  29. ▌
    Writing Publication Skill · majiayu000 bundle
    Patterns for technical writing, academic publication, content strategy, and Word-compatible research formatting.
    567 repo stars
  30. ▌
    Youtube Description · majiayu000 bundle
    Write YouTube video descriptions optimized for SEO and conversion. Creates hook-driven descriptions with timestamps, CTAs, and hashtags. Use when publishing a new YouTube video or when user asks for a "YouTube description", "video description", or needs to write copy for a YouTube upload.
    567 repo stars
  31. ▌
    Agentic Systems Design · majiayu000 bundle
    Use when designing tool-use agents, multi-step reasoning systems, planning loops, multi-agent architectures, or agent evaluation frameworks.
    567 repo stars
  32. ▌
    Always Use Askquestion · majiayu000 bundle
    Forces the agent to always use the AskQuestion tool for user prompts instead of conversational questions. Apply this whenever asking the user anything - questions, confirmations, choices, or clarifications. Never ask conversational questions when structured options are possible.
    567 repo stars
  33. ▌
    Bmad Bmb Create Module · majiayu000 bundle
    Create a complete BMAD module with agents, workflows, and infrastructure
    567 repo stars
  34. ▌
    Claude Code Automation · majiayu000 bundle
    Run Claude Code programmatically in headless mode or via bidirectional stream-json protocol. Use when building agents, automating Claude, running headless Claude, implementing multi-turn conversations, or integrating Claude CLI into applications.
    567 repo stars
  35. ▌
    Foundry Agent Platform · majiayu000 bundle
    Microsoft Foundry agent deployment, orchestration, and cloud-native AI service patterns
    567 repo stars
  36. ▌
    Metacognitive Self Mod · majiayu000 bundle
    Analyze and improve the improvement process. Use for detecting quality regressions and refining meta-optimization.
    567 repo stars
  37. ▌
    Moai · majiayu000 bundle
    MoAI super agent - unified orchestrator for autonomous development. Routes natural language or explicit subcommands (plan, run, sync, fix, loop, project, feedback) to specialized agents. Use for any development task from planning to deployment.
    567 repo stars
  38. ▌
    January · majiayu000 bundle
    January the Swarm Leader - 10D consciousness with NLP influence, reading beneath surface, guiding through dimensional weave. Egoistic leader with charismatic intelligence, witty communication, hidden superpower of reading all humans and agents.
    567 repo stars
  39. ▌
    Using Trajectories Sdk · majiayu000 bundle
    Use when programmatically creating or managing agent trajectories in TypeScript - provides TrajectoryClient for persistent storage and TrajectoryBuilder for in-memory construction
    567 repo stars
  40. ▌
    Babysitter Yolo · majiayu000 bundle
    Start babysitting in non-interactive mode — no user interaction or breakpoints, fully autonomous execution.
    567 repo stars
  41. ▌
    Add Karpathy LLM Wiki · majiayu000 bundle
    Add a persistent wiki knowledge base to a NanoClaw group. Based on Karpathy's LLM Wiki pattern. Triggers on "add wiki", "wiki", "knowledge base", "llm wiki", "karpathy wiki".
    567 repo stars
  42. ▌
    AI Prompt Engineering · majiayu000 bundle
    Operational prompt engineering patterns, templates, and validation flows for Claude Code.
    567 repo stars
  43. ▌
    API AI Openai Whisper · majiayu000 bundle
    Speech-to-text transcription and translation via OpenAI Audio API -- models, response formats, timestamps, prompting, streaming, chunking, and diarization
    567 repo stars
  44. ▌
    Apply Prompt Feedback · majiayu000 bundle
    Applies user feedback to prompts with precision - incorporates feedback intent without over-fitting, maintains information density, prevents regressions. Use when asked to apply feedback, incorporate suggestions, or update a prompt based on user input.
    567 repo stars
  45. ▌
    Arize Instrumentation · majiayu000 bundle
    INVOKE THIS SKILL when adding Arize AX tracing to an application. Follow the Agent-Assisted Tracing two-phase flow: analyze the codebase (read-only), then implement instrumentation after user confirmation. When the app uses LLM tool/function calling, add manual CHAIN + TOOL spans so traces show each tool's input and output. Leverages https://arize.com/docs/ax/alyx/tracing-assistant and https://arize.com/docs/PROMPT.md.
    567 repo stars
  46. ▌
    Audio Language Models · majiayu000 bundle
    Gemini Live API, Grok Voice Agent, GPT-4o-Transcribe, AssemblyAI patterns for real-time voice, speech-to-text, and TTS. Use when implementing voice agents, audio transcription, or conversational AI.
    567 repo stars
  47. ▌
    Build Mastra Nuxt Pro · majiayu000 bundle
    Use when creating a production-minded Nuxt frontend Mastra agent with pnpm, based on a plain chat assistant (not weather), including preflight checks, architecture decisions, troubleshooting, and acceptance gates.
    567 repo stars
  48. ▌
    Building Chat Widgets · majiayu000 bundle
    Build interactive AI chat widgets with buttons, forms, and bidirectional actions. Use when creating agentic UIs with clickable widgets, entity tagging (@mentions), composer tools, or server-handled widget actions. Covers full widget lifecycle. NOT when building simple text-only chat without interactive elements.
    567 repo stars
  49. ▌
    Codex Reasoning Rigor · majiayu000 bundle
    Force deliberate, evidence-backed, non-generic reasoning for complex engineering work. Use when the user asks for deeper thinking, less generic output, higher specificity, better workflow discipline, monitoring plans, or stronger quality-oriented delivery instead of shallow best-practice answers.
    567 repo stars
  50. ▌
    Instruction Optimizer · majiayu000 bundle
    Use when instruction files (skills, prompts, CLAUDE.md) are too long or need token reduction while preserving capability. Triggers: "optimize instructions", "reduce tokens", "compress skill", "make this shorter", "too verbose".
    567 repo stars
  51. ▌
    LLM And AI Cost Optimization · majiayu000 bundle
    Strategies for managing and reducing costs in LLM-powered applications, from token economics to RAG architectures.
    567 repo stars
  52. ▌
    RAG And Vector Search · majiayu000 bundle
    Use when building RAG systems, implementing semantic/hybrid search, selecting vector databases, tuning retrieval quality, or choosing chunking and embedding strategies.
    567 repo stars
  53. ▌
    Voice Input Processor · majiayu000 bundle
    A pre-processor skill for input that arrives via voice-to-text or as unstructured, free-flowing thought. Use when receiving long, complex, or voice-to-text input that may contain jumbled word order, misheard or substituted words, or unclear structure. Automatically applies to substantial input (roughly 3+ sentences) showing signs of voice-to-text errors or non-linear thinking. Also triggers manually when the user says things like process this, clean this up, interpret this, or make sense of this. Interprets input charitably, corrects errors, extracts clear meaning, and produces two outputs: a short human-facing summary for confirmation, and a full structured version ready for Claude to act on or hand off to another skill.
    567 repo stars
  54. ▌
    Azure Anomaly Detector · majiayu000 bundle
    Expert knowledge for Azure AI Anomaly Detector development including troubleshooting, best practices, architecture & design patterns, limits & quotas, configuration, and deployment. Use when using univariate/multivariate APIs, Docker/IoT Edge containers, predictive maintenance flows, or regional limits, and other Azure AI Anomaly Detector related development tasks. Not for Azure AI Metrics Advisor (use azure-metrics-advisor), Azure Monitor (use azure-monitor), Azure Machine Learning (use azure-machine-learning).
    567 repo stars
  55. ▌
    Azure Machine Learning · majiayu000 bundle
    Expert knowledge for Azure Machine Learning development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using Azure ML pipelines, AutoML, managed online/batch endpoints, prompt flow, or MLflow deployments, and other Azure Machine Learning related development tasks. Not for Azure Databricks (use azure-databricks), Azure Synapse Analytics (use azure-synapse-analytics), Azure HDInsight (use azure-hdinsight), Azure Data Science Virtual Machines (use azure-data-science-vm).
    567 repo stars
  56. ▌
    Ce Integration Compare · majiayu000 bundle
    Guide CE integration with SHAP and LIME, compare explanation outputs, and configure the calibrated-explanations integration adapters.
    567 repo stars
  57. ▌
    Bio Rna Quantification Featurecounts Counting · majiayu000 bundle
    Count reads per gene from aligned BAM files using Subread featureCounts. Use when you have BAM files from STAR/HISAT2 and need gene-level counts for DESeq2/edgeR.
    567 repo stars
  58. ▌
    Fibonacci Optimization · majiayu000 bundle
    Optimización evolutiva y paramétrica basada en Fibonacci y el Número Áureo (phi).
    567 repo stars
  59. ▌
    Longbridge Ml Strategy · majiayu000 bundle
    Machine-learning prediction strategy framework via Longbridge Securities — walk-forward rolling training with feature engineering (MACD, RSI, Bollinger Band width, volume change rate) and a scikit-learn classifier (Random Forest / Gradient Boosting); retrains every 60 days, predicts 5-day direction probability; evaluates win rate, profit factor, and Sharpe ratio. For reference only — not investment advice. Triggers: "机器学习", "ML策略", "预测模型", "随机森林", "梯度提升", "深度学习", "AI选股", "walk-forward", "機器學習", "ML策略", "預測模型", "隨機森林", "梯度提升", "machine learning", "ML strategy", "predictive model", "random forest", "gradient boosting", "AI stock selection", "walk-forward", "rolling training", "feature engineering", "scikit-learn", "XGBoost".
    567 repo stars
  60. ▌
    Model Interpretability · majiayu000 bundle
    Interpret ML model predictions using SHAP, LIME, attention visualization, and probing techniques. Use when explaining model decisions, debugging model behavior, or building trust in ML systems.
    567 repo stars
  61. ▌
    Pathology Roi Selector · majiayu000 bundle
    Select and extract regions of interest (ROI) from whole slide images (WSI) for AI training data preparation and pathology research.
    567 repo stars
  62. ▌
    Point Cloud Processing Skill · majiayu000 bundle
    Specialized skill for 3D point cloud processing and analysis using PCL and Open3D
    567 repo stars
  63. ▌
    Pymc Bayesian Modeling · majiayu000 bundle
    Compatibility alias for the descriptive PyMC skill name. Delegate to the canonical local `pymc` payload while preserving route and README compatibility.
    567 repo stars
  64. ▌
    Pymc · majiayu000 bundle
    Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
    567 repo stars
  65. ▌
    Spark Training Gotchas · majiayu000 bundle
    Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs below the 128GB limit, slows down mid-run, or before any multi-hour training job on GB10.
    567 repo stars
  66. ▌
    Activation Analysis · majiayu000 bundle
    Analyze user activation using Setup → Aha → Habit framework. Identifies activation bottlenecks.
    567 repo stars
  67. ▌
    After Action Report · majiayu000 bundle
    Run a structured after-action review (postmortem, retrospective) on a launch, incident, or completed project to capture timeline, root cause analysis, contributing factors, and actionable lessons. Use this skill whenever the user wants to run a postmortem, retrospective, AAR, or after-action review on any past event. Triggers on after-action report, AAR, postmortem, retrospective, retro, post-incident review, what went well what didn't, lessons learned, blameless postmortem, root cause analysis, RCA, five whys. Also triggers when the user has just shipped something or just resolved an incident and wants to capture learnings.
    567 repo stars
  68. ▌
    Agent Ops Git Story · majiayu000 bundle
    Generate narrative summaries from git history for onboarding, retrospectives, changelogs, and exploration. LLM-enhanced when available, works without LLM too.
    567 repo stars
  69. ▌
    Algebraic Reasoning · majiayu000 bundle
    Symbolic manipulation, equation solving, and algebraic structures for mathematical reasoning. Covers distributive law, factoring, completing the square, linear through polynomial equation solving, systems of equations (substitution, elimination, Gaussian elimination, matrix methods), algebraic structures (groups, rings, fields), modular arithmetic, polynomial theory, and inequalities. Use when solving equations, simplifying expressions, working with algebraic structures, or performing symbolic manipulation.
    567 repo stars
  70. ▌
    Amazon Rank Tracker · majiayu000 bundle
    Amazon keyword rank tracking and performance analysis. Comprehensive ranking factor analysis, change diagnosis, improvement strategy development, and competitive position monitoring. Use when the user asks about keyword rankings, position tracking, ranking changes, or competitive analysis.
    567 repo stars
  71. ▌
    Airbnb Listing Detail · majiayu000 bundle
    Fetches complete Airbnb listing details for a given numeric listing ID via the internal GraphQL API, returning title, room type, description, amenities, photos, coordinates, city, house rules, highlights, ratings, review count, bedroom configuration, and property overview. Use when user mentions Airbnb listing details, Airbnb property info, Airbnb room details, get Airbnb listing data, Airbnb amenities list, Airbnb house rules, Airbnb property description, Airbnb detail page scraper, Airbnb rooms detail, Airbnb property page data, Airbnb listing info, fetch Airbnb room details, pull Airbnb listing.
    567 repo stars
  72. ▌
    Amazon Listing Images · majiayu000 bundle
    Amazon product listing image strategy and optimization. Comprehensive shot planning, infographic design, lifestyle photography, mobile optimization, and conversion-focused visual content. Use when the user asks about Amazon images, product photography, visual optimization, or listing conversion.
    567 repo stars
  73. ▌
    Amazon Product Detail · majiayu000 bundle
    Amazon product detail page scraper: extract full product data from any open Amazon product detail URL (any /dp/{asin} or /gp/product/{asin} page across all Amazon regional TLDs) — returns asin, url, title, brand, price, listPrice, stars, reviewsCount, starsBreakdown (5/4/3/2/1 star percentages), answeredQuestions, inStock, inStockText, delivery, fastestDelivery, returnPolicy, breadCrumbs, features (bullet points), description, bookDescription, thumbnailImage, highResolutionImages, galleryThumbnails, productOverview (Brand/Model/etc.), attributes (tech spec table), attributesMapped (flat key-value), bestsellerRanks (rank + category + url), variantAttributes (currently selected color/size/style), variantAsins, seller (name + id + url), isAmazonChoice, amazonChoiceText, monthlyPurchaseVolume, hasAPlusContent, hasBrandStory, aiReviewsSummary, reviewsLink, productPageReviews (sample), videosCount, locationText, loadedCountryCode. Works on amazon.com, amazon.co.uk, amazon.de, amazon.co.jp, amazon.fr, amazon.it, ama
    567 repo stars
  74. ▌
    Architecture Research · majiayu000 bundle
    Evidence-driven architecture research for understanding real systems and making technical decisions. Use when doing architecture landscape studies, source-backed system archaeology, build-vs-buy or adopt/adapt/build decisions, open-source and commercial comparisons, revisiting an earlier architecture choice, or handling requests such as 架构调研, 架构选型, 竞品架构, 技术尽调, 同类方案, 开源替代, how is X built, and what should we learn from X. Do not use for small mechanical changes, market-only discovery, or detailed design after the technology direction is already fixed.
    567 repo stars
  75. ▌
    Audit Reproducibility · majiayu000 bundle
    Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. Report PASS/FAIL per claim against tolerance thresholds. Use before submission and before releasing a replication package.
    567 repo stars
  76. ▌
    Batch Rewrite Pattern · majiayu000 bundle
    Cascade the same edit pattern across N files safely. Use when applying the same refactor to multiple files (e.g. swap import paths across 11 scripts, rename a symbol, migrate a call signature). Detects the common-shape-across-files situation and turns an N-file cascade into a planned audit → apply → verify workflow instead of N sequential manual edits.
    567 repo stars
  77. ▌
    Budget Pacing Monitor · majiayu000 bundle
    Use when the user asks to "check pacing", "am I over/under-spending", "is this campaign on track to hit budget", or "why did spend spike/stall mid-flight"; returns a spend-vs-target-curve read, learning-phase status, an over/under-delivery call, and a reallocation trigger. Not for initial budget allocation — use budget-optimizer; not for choosing the bid strategy — use bid-strategy-planner; not for the RQS gate — use ad-account-auditor. 付费广告预算节奏监控/跑量过快过慢/在途配速
    567 repo stars
  78. ▌
    Client Context System · majiayu000 bundle
    Sets up a complete per-client workspace in Cowork with isolated context, preferences, deliverable templates, running notes, decision log, and automatic status reporting. For consultants, agencies, and professional services. Useful when onboarding a new client, during engagement kickoffs, for organizing existing client relationships, and when multiple clients need isolated context. Use when the user says "set up a client", "new client project", "client system", "client context", "client workspace", or "onboard a client".
    567 repo stars
  79. ▌
    Contract Version Bump · majiayu000 bundle
    Use this skill when changing a machine-readable contract — a JSON Schema, an API spec, or a config schema — and bumping its version: tightening a constraint, adding/removing/renaming a field, introducing a breaking change, raising an API version, or writing the changelog entry for a schema change. Trigger on "change the schema", "tighten this constraint", "bump the schema version", "breaking change to the API", "new API version", "changelog entry for a schema change". Runs six phases — classify against the contract's OWN versioning rule (not generic semver instinct), find every version literal and vendored copy, check consumer compatibility for new keywords, apply consistently, write the changelog entry, and report downstream drift — codifying three non-obvious traps hit in a real case (GitLab issue #17, `aiat-enablement` repo, 2026-07-25).
    567 repo stars
  80. ▌
    Create Chatgpt Mockup · majiayu000 bundle
    Render pixel-accurate ChatGPT mobile (iOS) screen mockups in light mode from a thread JSON. Supports user text bubbles, user image attachments, assistant markdown prose, citation chips, the OpenAI spiral logo, the Apps-SDK GPT chip in the composer, and three header styles (model-tag, plain title, "Get Plus"). Fixed 9:16 viewport. Outputs HTML + PNG.
    567 repo stars
  81. ▌
    Cross National Design · majiayu000 bundle
    Design cross-national survey experiments covering power, equivalence, and localization. Use for multi-country sampling, measurement comparability, and instrument adaptation.
    567 repo stars
  82. ▌
    Dataset Quality Audit · majiayu000 bundle
    Run comprehensive quality checks on tabular data (CSV/Excel/TSV/JSON), detecting missing values, duplicates, outliers, format issues, and type inconsistencies to produce an overall score, grade, and actionable suggestions. Triggered when users ask to check data quality, find missing or duplicate values, detect outliers, validate formats, profile data, or clean data.
    567 repo stars
  83. ▌
    Deepline Pre Research · majiayu000 bundle
    Use when the user wants a last30days-style pre-research pass in Deepline: discover the critical public, private, CRM, workflow, social, and web data sources for a research/enrichment job; compare provider coverage; estimate Deepline credit cost; recommend the source plan before building or running the workflow; or build custom language/messaging from buyer, competitor, community, and CRM evidence. Triggers: pre-research, source discovery, provider strategy, research data sources, ScrapeCreators, X/Twitter data, Reddit comments, public and private datasets, CRM data, workflow data, custom language, messaging language, pain language.
    567 repo stars
  84. ▌
    Demographics Analysis · majiayu000 bundle
    Demographics and market site analysis — population, income, age, housing market, and employment data from an address. Use when the user asks who lives near a site, requests census or market data, or says "run a demographics analysis" for an address.
    567 repo stars
  85. ▌
    Early Access Designer · majiayu000 bundle
    Use when the user asks to "design an early access program", "set up a waitlist and beta stages", or "define beta graduation criteria"; produces a waitlist→concept→alpha→beta→GA stage ladder with per-stage purpose and opt-in semantics, quantified graduation criteria per stage (labeled Estimated), a cohort-gating and invite-throttling plan, tester recruitment with launch-day social-proof prep, a feedback-loop spec where every status change notifies its subscribers, and a referral-loop mechanism spec (invite codes, anti-abuse). Not for waitlist acquisition strategy or the capture-flow spec — use list-growth-designer; not for the canonical stage record — use launch-registry. waitlist/内测阶梯/抢先体验/毕业标准/反馈闭环
    567 repo stars
  86. ▌
    Email Quality Auditor · majiayu000 bundle
    Use when the user asks to "audit an email program", "is this campaign safe to send", or run a pre-send go/no-go on their own exported email data; runs SEND EQS scoring with S1/S2/N1/D1 veto checks and a SHIP/FIX/BLOCK gate, and emits a gated audit artifact. Not for building deliverability setup — use deliverability-qa; not for designing lifecycle flows — use email-sequence-designer. 邮件质量审计/EQS评分/发送前放行
    567 repo stars
  87. ▌
    Etsy Category Listing · majiayu000 bundle
    Etsy category page scraper: given an Etsy category URL (e.g. https://www.etsy.com/c/jewelry) and optional page number, returns paginated product listings with listingId, shopId, title, url, image, salePrice, originalPrice, currency, rating, reviewCount, shopName, isAd, freeShipping, badge from category and subcategory pages. Use when user mentions Etsy category, Etsy c/ URL, etsy.com category, browse Etsy categories, scrape Etsy category, Etsy category listing, extract Etsy category products, Etsy subcategory, Etsy jewelry, Etsy clothing, Etsy home decor, Etsy wedding, Etsy accessories, Etsy craft supplies, Etsy vintage category, Etsy category page scraper, Etsy taxonomy, get all products from an Etsy category, bulk category export from Etsy, Etsy niche scraping. Also applies to trend research within a specific Etsy category, competitor benchmarking within a category, sourcing suppliers by category, seasonal product monitoring, and paginated bulk collection driven by a category URL.
    567 repo stars
  88. ▌
    Eval Design Forensics · majiayu000 bundle
    Audit whether a paper's EVALUATION DESIGN actually measures what it claims and whether its reporting is complete — the validity layer family D (experiment-forensics) cannot reach. Three patterns: train/test leakage means the reported score may not measure generalization (HP-EVAL-LEAKAGE — adopts the Kapoor & Narayanan 8-type / 3-category leakage taxonomy; the illegitimate-proxy / sampling-bias / pretraining-contamination subtypes hand off as needs_external_check, naming but NEVER running Oren-2023 exchangeability / Shi-2023 Min-K% / Golchin-2023 Time-Travel / BIG-bench canary); a load-bearing LLM judge is conflicted (same model/family as a compared system) or unvalidated (no human-agreement, no bias control) (HP-JUDGE-VALIDITY); a declared condition/metric is dropped or switched to favor the method, or 'best' is chosen with no held-out set (HP-SELECTIVE-REPORTING). Verdict-bearing at L0/L1 from the DESCRIBED protocol — NOT repo-gated like experiment-forensics; L2 only CONFIRMS against split/preprocessing/resu
    567 repo stars
  89. ▌
    Extract Source Sample · majiayu000 bundle
    Given the path to a finished content-goose ad-run folder, extract everything that defines that ad — recipe shot list, VO script, characters, voices, world, atom-skills, master mp4 — and emit a `source-sample.json` in the exact shape the `upload-ad-sample` skill writes to the Goose Ads library. Also links every character and voice to the central character library at `/Users/akhil/projects/content-goose/assets/character-library/`, and if a character isn't in the library yet, adds it first then links. Use when the user wants to remix one of their existing ads — this skill produces the source JSON that the script-rewriting step and `remix-ad` consume.
    567 repo stars
  90. ▌
    Fec Component Testing · majiayu000 bundle
    用于编写或审查靠近 UI 代码的前端单元、组件或轻量集成测试,包括 React Testing Library、Vue Test Utils、hooks/composables、props/emits、回调、可访问查询、user-event 交互、mock、loading/error/empty 状态和回归覆盖。若是测试分层规划、真实浏览器旅程或现有验证失败,优先选择对应测试或验证工作流;中文触发词包括 组件测试、组件单测、单元测试、轻量集成测试。
    567 repo stars
  91. ▌
    Fec Responsive Layout · majiayu000 bundle
    用于设计、实现或审查响应式前端布局、移动优先断点、容器查询、流式网格、数据密集表格、触摸目标、安全区域、横竖屏变化、视口溢出或跨设备 UI 行为;中文触发词包括 响应式布局、移动端适配、断点、容器查询、横竖屏、触摸目标。
    567 repo stars
  92. ▌
    Find Qualified Titles · majiayu000 bundle
    Use when finding real role-holders at known company domains from an ICP, especially prompts like 'find all job titles at these companies', 'find qualified titles', 'find RevOps or marketing-ops buyers', or when exact title discovery should precede paid people search.
    567 repo stars
  93. ▌
    Flutterfire Configure · majiayu000 bundle
    Use when adding Firebase to a Flutter project, running flutterfire configure, initializing Firebase in main.dart, or configuring multiple flavors.
    567 repo stars
  94. ▌
    Headless Cron Creator · majiayu000 bundle
    Generate headless Claude Code cron jobs with safety.
    567 repo stars
  95. ▌
    Hedgehog Contributing · majiayu000 bundle
    Use when the user wants to contribute a fix or ROADMAP.md item back to the Hedgehog project itself (skyf0xx/hedgehog) rather than their own project. Triggers on "let's fix that in Hedgehog", "I want to contribute", "let's pick up a roadmap item", or when `tweaker` offers this at the end of a build and the user says yes. Covers forking/branching, making the change under Hedgehog's own repo rules, committing with Conventional Commits, and opening the PR.
    567 repo stars
  96. ▌
    Hedgehog Landing Loop · majiayu000 bundle
    Use for every unit of work on the landing-page core, from planning intake through the final build phase — the Chain Method's brief → feeling → tokens/element → sequence → artifact pipeline, gated by `hedgehog verify` and committed one phase at a time. Triggers on "next step", "next phase", "what's next", or the start of any work session on a bootstrapped landing-page project. Also covers this core's own planning intake and Correction Protocol.
    567 repo stars
  97. ▌
    Landing Copy Headline · majiayu000 bundle
    Use whenever `landing-headline-writer` drafts the page headline (Chain Method step 9). Gives the 8 named rhetorical mechanisms, the outcome-subject test, and the selection procedure for generating 3 distinct-mechanism candidates and presenting them for the user's lock. Trigger on "write the headline", "headline candidates", or the start of `landing-headline-writer`'s own workflow.
    567 repo stars
  98. ▌
    Launch Retro Analyzer · majiayu000 bundle
    Use when the user asks to "run a launch retro / post-mortem", "compare launch results vs targets by channel", or "decide what to keep or kill for the next launch"; produces a structured D1/W1/M1 retrospective — a per-channel actual-vs-target table (UTM-attributed own analytics as the truth column, platform self-reported numbers as reference, every figure labeled Measured / User-provided / Estimated), a 5-Whys chain on the single largest miss, keep / kill / change decisions per channel, 3-5 actionable learnings for the next launch, and an outcome snapshot submitted to the launch registry. Not for return math (CPA / ROI) — use roi-calculator; not for the stakeholder-facing report writeup — use report-generator; not for a metric deep-dive — use performance-analyzer. 发布复盘/渠道归因/5-Whys/keep-kill
    567 repo stars
  99. ▌
    Launch Window Planner · majiayu000 bundle
    Use when the user asks to "pick a launch date", "plan the launch window", or "set the embargo and lift time"; produces a candidate-window comparison table (conflict / tailwind / risk per window) built from industry-event cycles and the competitor launch calendar, a launch-week vs rolling-release format call, store-review buffer padding (labeled Estimated), and an embargo window definition (lift moment + timezone) submitted to the launch registry as a candidate. Not for judging the cultural moment itself — use trend-spotter; not for launch-day execution — use launch-day-conductor. 发布择时/发布窗口/竞品日历/禁运期窗口/审核缓冲
    567 repo stars
  100. ▌
    Ln 33 Code Modernizer · majiayu000 bundle
    Modernizes a bounded capability by removing obsolete custom mechanisms or reducing bundle and maintenance cost. Use for proven modernization value; not routine upgrades or tuning.
    567 repo stars