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majiayu000

@majiayu000 source repo

75,112 published skills · page 745 of 752

  1. ▌
    Over · majiayu000 bundle
    Use as load-bearing work lands, or when the user asks to debrief, hand off recent work, or check what they actually own versus what AI carried. Triggers on "debrief", "what do I own", "hand over", "hand it back", "over", and recently shipping a load-bearing decision the human has not reasoned through.
    567 repo stars
  2. ▌
    Saga · majiayu000 bundle
    Use when a user runs saga or asks to autonomously build a sizable feature. Produces a spec tree, delegates to worker subagents in isolated worktrees, validates at each milestone, and gates user acceptance before VCS commit. Not for executing a given plan — use subagent-driven.
    567 repo stars
  3. ▌
    Xray · majiayu000 bundle
    Investigate how a concept, code path, application, network flow, system, incident, document, or local artifact actually works, then deliver a two-depth visual HTML explainer with a dead-simple big-picture first layer and source-backed technical depth behind it. Use when the user invokes $xray, asks how something works under the hood, wants a module or app behavior traced across boundaries, requests web, code, network, or safe static artifact research before explanation, or asks for an evidence-backed explainer. Do not use for answer-only definitions, general web design, full codebase audits, or invasive binary reverse engineering without explicit authorization.
    567 repo stars
  4. ▌
    Nf · majiayu000 bundle
    Conduct in-depth feature discovery interview to explore, challenge, and document a new feature. Use when asked to 'detail a feature', 'explore a new feature', 'feature discovery', 'interview about feature', or 'spec out a feature'. NOT for quick brainstorming (use /brainstorm), NOT for PRD/JTBD docs (use /product), NOT for implementation tasks (use /ct).
    567 repo stars
  5. ▌
    Rr · majiayu000 bundle
    코드 리뷰. 작업 후 변경사항을 Z.AI 모델로 검토하고, Codex가 결과를 다시 검증해 유효한 이슈만 정리한다. /rr 또는 'GLM 리뷰' 요청 시 사용.
    567 repo stars
  6. ▌
    Sr · majiayu000 bundle
    Conduct comprehensive code review before PR merge. Use when asked to 'review code', 'start code review', 'review PR', 'check before merge', or 'pre-merge review'. NOT for addressing review comments (use /prc), NOT for code exploration (use /code-analysis).
    567 repo stars
  7. ▌
    Wip · majiayu000 bundle
    Work-in-progress prompt workflow. Log, improve, and propose prompt patterns from the skills library with safe mutation guardrails.
    567 repo stars
  8. ▌
    Mac · majiayu000 bundle
    Switch to macOS development mode. Copies docs/mac-claude.md to the root CLAUDE.md file, applying macOS-specific instructions. Use when switching from Windows to a macOS computer.
    567 repo stars
  9. ▌
    Elves · majiayu000 bundle
    Autonomous multi-batch development agent for long unattended runs. Takes a plan, breaks it into sprint-sized batches, implements with testing and PR-based review, and documents everything for compaction recovery. Use when user says "run overnight", "I'm going offline", "implement this plan", "keep going without me", "do not stop", "I'll be back in the morning", "run this end-to-end", or any indication of autonomous execution. Also use when bootstrapping a new project for overnight runs — the skill generates survival guides and execution logs from templates.
    567 repo stars
  10. ▌
    Jules · majiayu000 bundle
    Delegate coding tasks to Google Jules AI agent for asynchronous execution. Use when user says: 'have Jules fix', 'delegate to Jules', 'send to Jules', 'ask Jules to', 'check Jules sessions', 'pull Jules results', 'jules add tests', 'jules add docs', 'jules review pr'. Handles: bug fixes, documentation, features, tests, refactoring, code reviews. Works with GitHub repos, creates PRs.
    567 repo stars
  11. ▌
    Nexus · majiayu000 bundle
    Nexus conversational PI agent architecture, development, and deployment. Use when working on the Nexus orchestrator, gateway, or tools.
    567 repo stars
  12. ▌
    Ralph · majiayu000 bundle
    Autonomous feature development - setup and execution. Triggers on: ralph, set up ralph, run ralph, run the loop, implement tasks. Two phases: (1) Setup - chat through feature, create tasks with dependencies (2) Loop - pick ready tasks, implement, commit, repeat until done.
    567 repo stars
  13. ▌
    Train · majiayu000 bundle
    Auto-generate custom agents and skills for remaining capability gaps after assembly. Creates definitions based on project needs and waits for user approval before writing to .claude/.
    567 repo stars
  14. ▌
    Adhd · majiayu000 bundle
    ADHD-optimized code explainer. Generates layered, scannable explanations with hooks, maps, and progress markers.
    567 repo stars
  15. ▌
    Math · majiayu000 bundle
    Multi-layer cognitive stack for machine-verified mathematical problem solving across 14 sub-disciplines.
    567 repo stars
  16. ▌
    Mode · majiayu000 bundle
    Use when the user wants to change optimization aggressiveness, switch between aggressive/balanced/thorough modes, or adjust token-saving behavior.
    567 repo stars
  17. ▌
    Alife · majiayu000 bundle
    Comprehensive Artificial Life skill combining ALIFE2025 proceedings,
    567 repo stars
  18. ▌
    Cs Ml · majiayu000 bundle
    ML: supervised/unsupervised/RL, CNN/RNN/Transformer, training, evaluation, MLOps, LLM fine-tuning
    567 repo stars
  19. ▌
    Keras · majiayu000 bundle
    Keras high-level neural network API. Use for deep learning.
    567 repo stars
  20. ▌
    Numpy · majiayu000 bundle
    NumPy numerical computing with arrays. Use for numerical operations.
    567 repo stars
  21. ▌
    Spacy · majiayu000 bundle
    spaCy NLP library with pipelines. Use for text processing.
    567 repo stars
  22. ▌
    Ds · majiayu000 bundle
    This skill should be used when the user asks to 'start data analysis', 'brainstorm analysis approach', 'plan a data project', 'clarify analysis requirements', or needs the full 5-phase data science workflow with output-first verification.
    567 repo stars
  23. ▌
    Re · majiayu000 bundle
    Explicit extra-research mode. Use only when the user says `/re` or clearly asks for a research-heavy pass before coding. This skill should bias Codex toward more source-checking and justification without replacing its normal orchestration.
    567 repo stars
  24. ▌
    API Sdk · majiayu000 bundle
    Use when working with the TypeScript SDK for making API calls to Bknd, handling authentication, and managing data operations from client or server code. Covers Api class initialization, CRUD operations, auth methods, and module-specific APIs.
    567 repo stars
  25. ▌
    Cashout · majiayu000 bundle
    Sell Base USDC for fiat with cashout from @usdctofiat/offramp. Use when a user wants a non-custodial cash-out from a real Base wallet into Venmo, Revolut, PayPal, Zelle, Monzo, Chime, or Mercado Pago. Require an explicit fast or best mode. Cash App new creation is disabled in the SDK.
    567 repo stars
  26. ▌
    Clinpgx · majiayu000 bundle
    Query the ClinPGx API for pharmacogenomic gene-drug data, clinical annotations, CPIC guidelines, and FDA drug labels
    567 repo stars
  27. ▌
    Doc Ctr · majiayu000 bundle
    Create Data Contracts (CTR) - Optional Layer 9 artifact using dual-file format (.md + .yaml) for API/data contracts
    567 repo stars
  28. ▌
    Integrating Jupiter · majiayu000 bundle
    Comprehensive guidance for integrating Jupiter APIs (Ultra Swap, Lend, Perps, Trigger, Recurring, Tokens, Price, Portfolio, Prediction Markets, Send, Studio, Lock, Routing). Use for endpoint selection, integration flows, error handling, and production hardening.
    567 repo stars
  29. ▌
    Postman · majiayu000 bundle
    Postman API platform for testing and documentation. Use for API testing.
    567 repo stars
  30. ▌
    Sanctum · majiayu000 bundle
    Complete Sanctum SDK for liquid staking, LST swaps, and Infinity pool operations on Solana. Use when working with LSTs (mSOL, jitoSOL, bSOL, INF), staking SOL, swapping between liquid staking tokens, or integrating Sanctum's liquidity infrastructure.
    567 repo stars
  31. ▌
    Shioaji · majiayu000 bundle
    Shioaji Taiwan financial trading API guide. Use when trading stocks/futures/options on Taiwan markets, subscribing to real-time market data, querying account info, or building automated trading systems. Shioaji 台灣金融交易 API 指南。適用於:股票/期貨/選擇權交易、即時行情訂閱、帳務查詢、自動交易系統開發。
    567 repo stars
  32. ▌
    Weather · majiayu000 bundle
    Get current weather and forecasts using free APIs (no API key required). Use when asked about weather, temperature, forecasts, or climate conditions for any location.
    567 repo stars
  33. ▌
    Web API · majiayu000 bundle
    REST + GraphQL + tRPC API design: OpenAPI 3.1, auth JWT/OAuth2, rate limiting, pagination
    567 repo stars
  34. ▌
    Woo API · majiayu000 bundle
    Build and consume WooCommerce REST API v3 endpoints — authentication, custom endpoints, extending existing resources, webhooks, and batch operations. Use when creating custom API endpoints or integrating external systems with WooCommerce.
    567 repo stars
  35. ▌
    Commit · majiayu000 bundle
    Stage, commit, push, open a PR, and merge to main. Use ONLY on explicit commit intent — user says "commit", "ship it", "push this", "open a PR", "merge to main", "let's commit this", or prefixes with `/commit`. Do NOT auto-invoke on vague end-of-task phrases ("we're done", "wrap up") — those require explicit confirmation first. Runs the standard commit-PR-merge cycle; never force-pushes or skips hooks.
    567 repo stars
  36. ▌
    Deploy · majiayu000 bundle
    Render Quarto `.qmd` slides to HTML and sync to `docs/` for GitHub Pages. Use when user says "deploy", "publish the slides", "ship to pages", "push the lecture live", "render and publish", or after Quarto edits that need to go public. NOT for local Quarto render only — use `quarto render` directly for that.
    567 repo stars
  37. ▌
    Skill · majiayu000 bundle
    从数据剖析到出版级成图的完整可视化工具。先做数据剖析(列类型/样本量/分布/异常值/分组结构/相关性), 再结合论证目标推荐图型,主动拦截科研画图经典错误,产出 Nature / Science / IEEE / Elsevier / PNAS / 中文核心期刊级别的成图。覆盖数据 EDA、图表契约、选图决策、出版级绘制、程序自检 + AI 读图闭环、多格式 导出和文件审计。数学建模场景额外支持三类图体系(原始数据/过程/结果)和子问题覆盖检查。 当用户涉及论文配图、科研画图、数据可视化、选图、期刊投稿图、figure、出版级图表、matplotlib、seaborn、 plotly、误差棒、显著性标注、色盲安全配色、矢量图导出、中文论文图表、多面板时使用。
    567 repo stars
  38. ▌
    Rename · majiayu000 bundle
    ⚡ ULTRA-FAST skill - executes in seconds using pure Bash (no file reading to context).
    567 repo stars
  39. ▌
    Revise · majiayu000 bundle
    Revise the most recent or provided p11 shareable document based on comments/replies and publish a new version. Use when Claude Code should apply clear reviewer decisions to a p11 document.
    567 repo stars
  40. ▌
    Wizard · majiayu000 bundle
    Generate an interactive bash wizard that walks a human through a manual procedure: third-party setup, a one-off migration, or an A to B state transition. It opens URLs, captures values, confirms each step, and writes .env entries and GitHub Actions secrets. Author it, never run it.
    567 repo stars
  41. ▌
    Mm · majiayu000 bundle
    Market making - two-sided quoting with inventory management
    567 repo stars
  42. ▌
    AI App · majiayu000 bundle
    Full-stack AI application generator with Next.js, AI SDK, and ai-elements. Use when creating chatbots, agent dashboards, or custom AI applications. Triggers: chatbot, chat app, agent dashboard, AI application, Next.js AI, useChat, streamText, ai-elements, build AI app, create chatbot
    567 repo stars
  43. ▌
    Assign · majiayu000 bundle
    Task Assignment Agent - Assigns Native Tasks to worker terminals, updates ownership, and syncs progress tracking. Pipeline Position: After /orchestrate, Before /worker Handoff: Workers run /worker start
    567 repo stars
  44. ▌
    AWS V2 · majiayu000 bundle
    Migrate from AWS SDK for Java v1 (com.amazonaws) to v2 (software.amazon.awssdk). Use when projects need to move away from deprecated AWS SDK v1 to the modern v2 API.
    567 repo stars
  45. ▌
    Df Az CLI · majiayu000 bundle
    This skill should be used when working with Azure DevOps from the command line. Trigger when user mentions az devops, az repos, az pipelines, az boards, or asks about managing PRs, work items, pipelines, or repositories in Azure DevOps. Also trigger for questions about Azure DevOps CLI setup, authentication, or querying work items.
    567 repo stars
  46. ▌
    Banana · majiayu000 bundle
    Generate images using Google's Gemini image generation model with Deno. Use this skill when the user wants to create AI-generated images, perform image-to-image transformations, or generate visual content from text prompts. Triggers include requests like "generate an image of...", "create a picture of...", "make an image with...", or "transform this image to...".
    567 repo stars
  47. ▌
    Bitrix · majiayu000 bundle
    Bitrix24 REST API via curl. Use this skill to manage CRM (leads, deals, contacts), tasks, and users.
    567 repo stars
  48. ▌
    Bizdev · majiayu000 bundle
    Business Development - assign partnership strategy, market expansion, deal structuring, and ecosystem tasks
    567 repo stars
  49. ▌
    Bizops · majiayu000 bundle
    Business Operations - assign business cases, financial analysis, KPI tracking, and data analysis tasks
    567 repo stars
  50. ▌
    Blazor · majiayu000 bundle
    Guidelines for Blazor development including component lifecycle, state management, and performance optimization
    567 repo stars
  51. ▌
    Bugfix · majiayu000 bundle
    Investigates and fixes bugs systematically with root cause analysis. Use when asked to debug, troubleshoot, fix a bug, investigate an issue, or find why something is broken. Creates reproduction tests and verifies fixes.
    567 repo stars
  52. ▌
    Bundle · majiayu000 bundle
    Bundle and share code as gists or markdown. Use to create shareable code bundles, extract imports, and create GitHub gists.
    567 repo stars
  53. ▌
    Ca Adr · majiayu000 bundle
    Author a numbered, dated, user-attributed Architecture Decision Record under .codearbiter/decisions/.
    567 repo stars
  54. ▌
    Cancel · majiayu000 bundle
    Cancel active Loop. Use when loop needs to stop early, done iterating manually, want to abort, or change direction. Triggers on "cancel loop", "stop iterating", "end loop", "terminate loop", "abort loop", "kill loop", "stop the loop", "halt". Graceful termination that preserves completed work.
    567 repo stars
  55. ▌
    Canvas · majiayu000 bundle
    Display HTML content on connected Clawdbot nodes (Mac app, iOS, Android).
    567 repo stars
  56. ▌
    Capcom · majiayu000 bundle
    Check mission status and progress via fresh subagent. Queries Beads for features, tasks, bugs, and recent work activity. Keeps HOUSTON context lean.
    567 repo stars
  57. ▌
    Cheney Practical Go · majiayu000 bundle
    Write Go code in the style of Dave Cheney, Go community leader. Emphasizes practical patterns, clear error handling, and performance awareness. Use when writing production Go that needs to be maintainable and performant.
    567 repo stars
  58. ▌
    Cherri · majiayu000 bundle
    Use when writing Apple Shortcuts as code using Cherri language. Covers syntax, actions, compilation, and common patterns.
    567 repo stars
  59. ▌
    CI Fix · majiayu000 bundle
    Fix GitHub Actions CI failures using GitHub CLI (gh): inspect runs/logs, identify root cause, patch workflows/code, rerun jobs, and summarize verification. Use when GitHub Actions CI is failing or needs diagnosis.
    567 repo stars
  60. ▌
    Claims · majiayu000 bundle
    Process expense claims by matching YNAB transactions with uploaded receipts. Use when the user mentions claims, expenses, reimbursements, receipts, or YNAB TODOs.
    567 repo stars
  61. ▌
    Get Shit Done · majiayu000 bundle
    Structured spec-driven workflow for planning and executing software projects with Claude Code.
    567 repo stars
  62. ▌
    Cmedia · majiayu000 bundle
    C-Media Electronics MPN encoding patterns, USB audio controller decoding, and handler guidance. Use when working with C-Media audio ICs or CMediaHandler.
    567 repo stars
  63. ▌
    Co2lpm · majiayu000 bundle
    Validates code and provides physics reasoning for the 0-D CO2 lumped-parameter model for geothermal reservoirs. Use when modifying ODE solvers, parameter classes, emissions calculations, or concentration dynamics. Also use when debugging simulation behavior, explaining physics concepts, or planning changes to physics-related code.
    567 repo stars
  64. ▌
    Codeql · majiayu000 bundle
    CodeQL is a static analysis framework that queries code as a database. Use when you need interprocedural analysis or complex data flow tracking.
    567 repo stars
  65. ▌
    Coding · majiayu000 bundle
    Coding standards and best practices for implementation work
    567 repo stars
  66. ▌
    Colima · majiayu000 bundle
    Use when Docker commands fail with "Cannot connect to Docker daemon", when starting/stopping container environments, or when managing multiple Docker contexts on macOS - provides Colima lifecycle management, profile handling, SSH commands, and troubleshooting
    567 repo stars
  67. ▌
    Collab · majiayu000 bundle
    Start or resume a collab session - session management only
    567 repo stars
  68. ▌
    Colors · majiayu000 bundle
    Preview CYNIC's color system with semantic colors, health indicators, progress bars, and Dog colors (Sefirot). Use when testing terminal colors or wanting to see the visual theme.
    567 repo stars
  69. ▌
    Common · majiayu000 bundle
    Shared utilities for Gemini-based skills including API key management, Vertex AI configuration, and client helpers. Use as dependency for skills requiring Gemini API access.
    567 repo stars
  70. ▌
    Cortex · majiayu000 bundle
    Automatic session tracking and memory system for Claude Code. Activates when working in git repositories to track file changes, commits, and session context. Creates .cortex_log.md (session history), .cortex_status.json (current state), and .cortex_handoff.md (next steps) for session continuity across conversations. Use when needing persistent memory, session handoffs, or work history tracking.
    567 repo stars
  71. ▌
    Nist · majiayu000 bundle
    Nist standards for nist in Compliance environments. Covers best practices,
    567 repo stars
  72. ▌
    Nlss · majiayu000 bundle
    Workspace-first R statistics suite with subskills and agent-run metaskills (including run-demo for guided onboarding, explain-statistics for concept explanations, explain-results for interpreting outputs, format-document for NLSS format alignment, screen-data for diagnostics, check-assumptions for model-specific checks, and write-full-report for end-to-end reporting) that produce NLSS format tables/narratives and JSONL logs from CSV/SAV/RDS/RData/Parquet. Covers descriptives, frequencies/crosstabs, correlations, t-tests/ANOVA/nonparametric, regression/mixed models, SEM/CFA/mediation, EFA, power, reliability/scale analysis, assumptions, plots, missingness/imputation, data transforms, and workspace management.
    567 repo stars
  73. ▌
    Node · majiayu000 bundle
    Node.js LTS runtime and server-side JavaScript patterns for INVOOPAY backend. Use when: working with backend services, async operations, crypto, Buffer handling, or Node.js APIs.
    567 repo stars
  74. ▌
    Note · majiayu000 bundle
    Save notes to notepad.md for compaction resilience
    567 repo stars
  75. ▌
    Nuke · majiayu000 bundle
    Kill all shella processes and reset state. Nuclear option when things are broken. Use with caution.
    567 repo stars
  76. ▌
    Nuqs · majiayu000 bundle
    nuqs (type-safe URL query state) best practices for Next.js applications. This skill should be used when writing, reviewing, or refactoring code that uses nuqs for URL state management. Triggers on tasks involving useQueryState, useQueryStates, search params, URL state, query parameters, nuqs parsers, or Next.js routing with state.
    567 repo stars
  77. ▌
    Odoo19 Oca Devops · majiayu000 bundle
    Build enterprise-grade Odoo 19 ERP using OCA community modules instead of Enterprise licenses. Scaffold modules, vendor OCA dependencies, generate production Docker deployments, and deploy to DigitalOcean with Supabase - saving $4,728/year in licensing costs.
    567 repo stars
  78. ▌
    Ooda · majiayu000 bundle
    OODA loop decision framework (Observe, Orient, Decide, Act). Use for complex decisions, problem-solving, unclear situations, or when someone is jumping to solutions without analysis.
    567 repo stars
  79. ▌
    Osay · majiayu000 bundle
    AI-powered text-to-speech CLI tool. Use for pronunciation queries, reading text aloud, generating audio files, or language practice. Triggers on "how to pronounce", "say this", "read aloud", "TTS", "text to speech", "speak", or audio generation requests.
    567 repo stars
  80. ▌
    Page · majiayu000 bundle
    Guide for creating page components. This skill should be used when users want to create a new page component (or update an existing page component)
    567 repo stars
  81. ▌
    Papi · majiayu000 bundle
    CLI reference for paperpipe (papi). Use BEFORE MCP RAG tools. For listing, searching, showing, adding papers.
    567 repo stars
  82. ▌
    Park · majiayu000 bundle
    Save current work context for later resumption
    567 repo stars
  83. ▌
    Pep8 · majiayu000 bundle
    Enforces modern Python 3.11+ coding standards, PEP 8 compliance, and type-hinting best practices automatically. This skill should be used when writing, reviewing, or refactoring Python code to ensure consistency with PEP 8, proper type hints, Google-style docstrings, and modern Python idioms.
    567 repo stars
  84. ▌
    Perf · majiayu000 bundle
    Performance profiling and optimization. Use for benchmarking code, analyzing performance, running Lighthouse audits, and finding hotspots.
    567 repo stars
  85. ▌
    Phab · majiayu000 bundle
    Use phab CLI for Phabricator task management, code review workflows, revision creation and updates, with Git integration and auto-detection features.
    567 repo stars
  86. ▌
    Pike Simplicity First · majiayu000 bundle
    Write Go code in the style of Rob Pike, co-creator of Go. Emphasizes radical simplicity, concurrency through communication, and composition over inheritance. Use when writing Go that should be clear, concurrent, and maintainable.
    567 repo stars
  87. ▌
    Pods · majiayu000 bundle
    Aggregate management for all AI pod services. Provides status overview and bulk operations across all pod containers (ollama, jupyter, comfyui, openwebui, localai, fiftyone, jellyfin, runners).
    567 repo stars
  88. ▌
    Pull · majiayu000 bundle
    Pull request and merge request management. Use when user asks to view PR/MR comments, review feedback, iterate on changes, manage remote branches, or work with GitHub/GitLab pull requests.
    567 repo stars
  89. ▌
    Puya · majiayu000 bundle
    Puya Semiconductor MPN encoding patterns, suffix decoding, and handler guidance. Use when working with Puya SPI NOR Flash memory components or PuyaHandler.
    567 repo stars
  90. ▌
    Pytd · majiayu000 bundle
    Expert assistance for using pytd (Python SDK) to query and import data with Treasure Data. Use this skill when users need help with Python-based data analysis, querying Presto/Hive, importing pandas DataFrames, bulk data uploads, or integrating TD with Python analytical workflows.
    567 repo stars
  91. ▌
    Pyth · majiayu000 bundle
    Complete guide for Pyth Network - decentralized oracle providing real-time price feeds for DeFi. Covers price feed integration, confidence intervals, EMA prices, on-chain CPI, off-chain fetching, and streaming updates for Solana applications.
    567 repo stars
  92. ▌
    Qwik · majiayu000 bundle
    Builds instant-loading web applications with Qwik's resumable architecture and fine-grained lazy loading. Use when creating highly performant sites, when user mentions Qwik, resumability, zero hydration, or O(1) startup time.
    567 repo stars
  93. ▌
    Repo · majiayu000 bundle
    Create repository context bundles and code maps. Use to share codebase context, generate documentation, and understand project structure.
    567 repo stars
  94. ▌
    Rice · majiayu000 bundle
    RICE prioritization scoring initiatives by Reach, Impact, Confidence, and Effort. Use for feature prioritization, roadmap planning, or when comparing initiatives objectively.
    567 repo stars
  95. ▌
    Riff · majiayu000 bundle
    Generate multiple Vibes app variations in parallel with business models and rankings. Use when exploring different interpretations of a broad objective or loose creative prompt.
    567 repo stars
  96. ▌
    Rlhf · majiayu000 bundle
    Understanding Reinforcement Learning from Human Feedback (RLHF) for aligning language models. Use when learning about preference data, reward modeling, policy optimization, or direct alignment algorithms like DPO.
    567 repo stars
  97. ▌
    Rloo · majiayu000 bundle
    Reinforcement Learning with Leave-One-Out estimation for policy optimization. Covers RLOOTrainer, reward function integration, baseline estimation, and variance reduction techniques for stable RL training. Includes thinking-aware patterns.
    567 repo stars
  98. ▌
    Room · majiayu000 bundle
    Rooms are intertwingled navigable activation context maps. Entering = calling. Exiting = returning.
    567 repo stars
  99. ▌
    Roth Detection Engineering · majiayu000 bundle
    Apply Florian Roth's detection engineering methodology with YARA and Sigma rules. Emphasizes portable detection logic, community sharing, and signature quality. Use when creating detection rules that work across platforms.
    567 repo stars
  100. ▌
    Rsdt · majiayu000 bundle
    Specification-driven development workflow for creating requirements, design, and tasks. Use when the user wants to plan new features, fix bugs with proper specifications, refactor code systematically, or needs help breaking down complex implementation work. Creates requirement-spec.md (Japanese), design.md (Japanese), and tasks.md (Japanese) in RsDT/<feature_name>/ directory.
    567 repo stars