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majiayu000

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• 75k skills
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• 567 repo stars
• 2 weeks ago last updated

1. ▌
   Init Loop 2 · majiayu000

   Install the closed test loop into a fresh project. Copies the pre-commit hook, the CI workflow, the render script, the drift check script, the failure classifier, and the knowledge-base templates, then prepares the drill handoff that verifies the loop reacts.
   567 repo stars
2. ▌
   Drift Check 2 · majiayu000

   Flag public symbols in the project's source tree that are not documented in the project's knowledge base. Use this before committing, in CI, or whenever a public API surface changes and you want to know whether the knowledge base has gone stale.
   567 repo stars
3. ▌
   Report Render 2 · majiayu000

   Turn a test runner's raw log into a Markdown report plus a structured JSON summary. Embeds the failure classification so a reader can see the failing tests, the run summary, and the failure-class counts on one page.
   567 repo stars
4. ▌
   Failure Classify 2 · majiayu000

   Group failing tests by naming convention so a real assertion failure is not hidden among tests that exist to verify a system rejects something. Use after running the test suite and before reading the report.
   567 repo stars
5. ▌
   Test Loop Bootstrap 2 · majiayu000

   Meta-skill: choose which of the other five test-loop skills to invoke first, based on the user's description of the current state of their project. Use when a user says something like "I want to add tests to this project" or "this project has no CI" and the right entry point is not obvious.
   567 repo stars
6. ▌
   Xray 2 · 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
7. ▌
   Flowguard 2 · majiayu000 bundle

   Guard long, ambiguous, or stateful AI-agent work from drift. Use when the user asks to run or continue a multi-step task, autonomous loop, bug fix, repo change, PR readiness check, compaction handoff, resume from previous context, cost-control checkpoint, or any task likely to span many tool calls, files, sessions, agents, or verification gates.
   567 repo stars
8. ▌
   Clash Doctor 2 · majiayu000 bundle

   Clash Verge 与 mihomo 诊断和 profile 管理。当用户遇到代理失败、需要配置 AI 工具路由、本地 Hub 拓扑、多机对齐、TUN 绕过、克隆或切换订阅，或同步后 配置未生效时使用。进程线路使用 clash-routes，出口 IP 质量使用 ip-check。 普通网络测速不使用。
   567 repo stars
9. ▌
   Clash Routes 2 · majiayu000

   查看本机进程的 Mihomo 实时代理链。当用户问 Claude、Codex、Gemini、ChatGPT、 浏览器或其他进程走哪个代理时使用。只读。Profile 拓扑和写入使用 clash-doctor， 出口 IP 质量使用 ip-check。
   567 repo stars
10. ▌
    Codex Fluent 2 · majiayu000 bundle

    Use when Codex feels slow, bloated, or heavy after heavy use. Provides safe session hygiene, archive strategy, and handoff discipline to keep daily Codex usage responsive and low-friction. Always pairs with comprehensive handoffs before archiving active work.
    567 repo stars
11. ▌
    Disk Cleaner 2 · majiayu000

    Disk Cleaner
    567 repo stars
12. ▌
    Auth Security 2 · majiayu000 bundle

    OAuth 2.1 + JWT authentication security best practices. Use when implementing auth, API authorization, token management. Follows RFC 9700 (2025).
    567 repo stars
13. ▌
    Vscode Doctor 2 · majiayu000 bundle

    Diagnose slow or freezing VS Code-compatible editors with evidence-first, zero-hardcoded-assumption workflow. Use when the user reports editor lag, typing delay, UI freezes, extension host stalls, file watcher noise, high editor CPU/RSS, uses VS Code/Cursor as a file browser over a large folder, or wants a safe editor performance audit.
    567 repo stars
14. ▌
    Python Project 2 · majiayu000 bundle

    Modern Python project architecture guide for 2025. Use when creating Python projects (APIs, CLI, data pipelines). Covers uv, Ruff, Pydantic, FastAPI, and async patterns.
    567 repo stars
15. ▌
    Codex Log Guard 2 · majiayu000 bundle

    Diagnose excessive Codex local SQLite diagnostic log writes with read-only evidence by default. Use when a user mentions logs_2.sqlite, logs_2.sqlite-wal, block_log_inserts, SSD/TBW wear, or explicitly asks to protect, clean up, verify, or restore Codex diagnostic logging.
    567 repo stars
16. ▌
    Server Security 2 · majiayu000 bundle

    服务器安全审计与加固。扫描 SSH、防火墙、端口暴露、文件权限、暴力破解等安全问题，生成报告并提供一键修复。当用户说服务器安全、安全审计、安全检查、安全加固时使用
    567 repo stars
17. ▌
    Sol Luna Router 2 · majiayu000 bundle

    Route substantial coding or repository-review work through a two-stage Sol commander/verifier and separate Luna Max CLI worker. Use when the user explicitly asks Sol to direct or supervise Luna, explicitly requests this router, needs an isolated auditable Luna-owned implementation with a Sol review loop, or asks to diagnose or measure the router itself. Do not use merely because a task involves coding, verification, progress reporting, or token saving. For small or straightforward tasks, keep work in Sol unless the user explicitly requests Luna; router configuration, usage, and efficiency questions should use read-only inspection without launching a worker.
    567 repo stars
18. ▌
    Optimize Network 2 · majiayu000 bundle

    Safely diagnose and improve local network speed, latency, jitter, DNS, Wi-Fi, Ethernet, macOS network services, and bufferbloat. Use this skill whenever the user asks to optimize internet/network speed, make the network faster, diagnose slow Wi-Fi, latency, packet loss, DNS delay, unstable Codex/AI tool connectivity, or asks about the viral Codex network optimization workflow. Always protect VPN/proxy tools such as Clash Verge, Mihomo, Shadowrocket, Tailscale, V2Ray, Surge, and corporate VPNs; do not modify or disable them unless the user explicitly asks for that specific change.
    567 repo stars
19. ▌
    Agentsmd Optimize 2 · majiayu000 bundle

    Audit and organize AI coding-agent instructions, including AGENTS.md, CLAUDE.md, skills, and agent definitions. Use when the user asks to diagnose conflicting instructions, excessive approval pauses, broad skill triggers, duplicate guidance, or broken instruction references, or to clean up that instruction set. Ordinary code review, Markdown editing, or application debugging alone does not trigger this workflow. Inspection stays read-only; apply changes when authorized.
    567 repo stars
20. ▌
    App User Story QA 2 · majiayu000 bundle

    End-to-end app feature inventory and user-story testing workflow with a canonical tracker. Use when the user asks to audit every feature, derive expected behavior from code, test user journeys, or explicitly fix and retest documented UX or logistical defects.
    567 repo stars
21. ▌
    Skill Usage Stats 2 · majiayu000 bundle

    只读统计 Claude/Codex 的 Skill 使用证据并检查 agent 配置健康。仅用于明确的健康检查、配置诊断、使用排行或低使用候选请求；会识别 enabled 插件并单列批量审计读取。不要用于规范源、触发、全局/项目/profile/冷存储、投影或退役治理，改用 skill-ecosystem-doctor。忽略引用日志和相邻任务。
    567 repo stars
22. ▌
    Typescript Project 2 · majiayu000 bundle

    Modern TypeScript project architecture guide for 2025. Use when creating new TS projects, setting up configurations, or designing project structure. Covers tech stack selection, layered architecture, and best practices.
    567 repo stars
23. ▌
    Codex Retrospective 2 · majiayu000 bundle

    Use when you want Codex to review its own recent history (last N days or specific period) and improve its behavior. Produces minimal, high-signal updates to AGENTS.md and tiny reusable skills. The goal is long-term fluency — Codex gradually becomes better at your specific style, constraints, and workflows.
    567 repo stars
24. ▌
    Gemma4 Local Deploy 2 · majiayu000 bundle

    在本机 Mac 或 Apple Silicon 上部署 Gemma 4 12B。本地安装/升级 llama.cpp，下载 GGUF 量化模型，用 llama-server 暴露 OpenAI-compatible API，或用 Ollama 暴露本地模型服务；按用户需求在默认 Q4_K_M、64K/128K 长上下文、QAT Q4_0 @ 256K、左右对比演示之间选择，配置 tmux 后台运行，验证健康检查、问答接口、资源占用和常见故障。当用户说部署 Gemma 4、Gemma 4 12B、本地大模型、长上下文、QAT、量化、llama-server、Ollama、GGUF、Mac 本地模型服务时使用。
    567 repo stars
25. ▌
    Skill Ecosystem Doctor 2 · majiayu000 bundle

    Audit and safely repair cross-runtime Skill governance: canonical-source ownership, divergent or duplicate projections, exposure scopes and budgets, lifecycle drift, quarantine, and retirement. Use when the user explicitly requests cross-runtime or cross-scope Skill governance; ignore project-local Skill inventory, product/runtime loading or enablement checks, usage statistics, and mentions/traces.
    567 repo stars
26. ▌
    Structured Logging Lite 2 · majiayu000 bundle

    Design, audit, or implement application structured logging architecture from repository evidence. Use when a user asks whether or where to add logs, how to choose or migrate a logger, how to standardize events/fields/levels/redaction, how to add HTTP access or panic logs, or why production logs cannot answer an incident question. Do not use merely to tail platform logs or to design a full metrics, tracing, SLO, and incident-management program.
    567 repo stars
27. ▌
    Repo Agent Context Audit 2 · majiayu000 bundle

    Audit and recommend improvements for a repository's agent-readable context, including AGENTS.md, CLAUDE.md, WARP.md, CONTRIBUTING.md, .agents/skills, and specs/ PRODUCT.md and TECH.md contracts. Use when asked to review, score, assess, or standardize repo instructions, agent onboarding, spec workflows, or cross-repo agent-context conventions. Use agentsmd-scaffold instead when the user wants to generate or apply root/scoped AGENTS.md files.
    567 repo stars
28. ▌
    Dev Architecture Playbook 2 · majiayu000 bundle

    Route full software-development architecture work from product intent through design, implementation, testing, release, and operations. Use when the user asks for a complete development architecture, wants to know which Spellbook skills to combine, needs an execution path across PRD/spec/API/data/security/performance/release/SRE, or asks to turn an idea or repo into a production-ready engineering plan.
    567 repo stars
29. ▌
    Xiaohongshu Netfeel Guardian 2 · majiayu000 bundle

    当用户用 Claude 写小红书、公众号、视频脚本等内容时，输出出现翻译腔、英文思考、西式框架，导致“像外国人假装写中文”时使用。 典型触发语句： - “Claude写小红书翻译腔太重”“英文思考输出灾难” - “帮我把这个笔记改成纯中文网感”“去除Claude翻译腔” - “公众号文章中途变英文了”“50 Skills内容生成翻车” - “强制Claude用中文思考写笔记”“小红书情绪化表达润色” 始终保护用户原有的 CLAUDE.md / AGENTS.md 中的人设与语气要求，只做最小必要干预。优先与 xiaohongshu 技能组合使用。
    567 repo stars
30. ▌
    Ln 772 Error Handler Setup 2 · majiayu000 bundle

    Configures global exception handling middleware. Use when adding centralized error handling to .NET or Python backends.
    567 repo stars
31. ▌
    Security Reactnative 3 · majiayu000 bundle

    Seguridad - Mejores Prácticas de React Native. Use when reviewing security, implementing auth, or hardening code.
    567 repo stars
32. ▌
    Bmad Editorial Review Structure · majiayu000 bundle

    Execute editorial-review-structure
    567 repo stars
33. ▌
    Mova Skill Ingest Run With Skillseeker Basic Wrapper · majiayu000 bundle

    Runs Skill Seeker for env.skill_ingest_run_request_v1 and returns ds.skill_ingest_run_result_v1.
    567 repo stars
34. ▌
    Safe Refactor Migration · majiayu000 bundle

    Plan and execute large refactors with shadow mode and rollback.
    567 repo stars
35. ▌
    Ln 511 Code Quality Checker 2 · majiayu000 bundle

    Checks DRY/KISS/YAGNI/architecture compliance with quantitative Code Quality Score. Use when implementation tasks are Done and need quality scoring.
    567 repo stars
36. ▌
    Field Archivist Memory · majiayu000 bundle

    Archive and retrieve field session data for cross-session memory continuity.
    567 repo stars
37. ▌
    Mova Skill File Cleanup Snapshot Node Basic Wrapper · majiayu000 bundle

    Scans a filesystem target and produces ds.file_cleanup_snapshot_v1 (no deletions). Input: env.file_cleanup_snapshot_request_v1.
    567 repo stars
38. ▌
    Mova Skill Mova AI Bootstrap Generate Basic Wrapper · majiayu000 bundle

    Generates a static MOVA AI bootstrap pack for a target model/environment (no LLM calls). Input: env.mova_ai_bootstrap_generate_v1, output: ds.mova_ai_bootstrap_pack_v1.
    567 repo stars
39. ▌
    Agentdb Reinforcement Learning Training 2 · majiayu000 bundle

    Skill guidance for agentdb reinforcement learning training.
    567 repo stars
40. ▌
    Managing Autonomous Development 2 · majiayu000 bundle

    Execute enables AI assistant to manage sugar's autonomous development workflows. it allows AI assistant to create tasks, view the status of the system, review pending tasks, and start autonomous execution mode. use this skill when the user asks to create a new develo... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
    567 repo stars
41. ▌
    Research Danielmiessler Personal AI Inf · majiayu000 bundle

    Comprehensive research, analysis, and content extraction system. USE WHEN user says 'research' (ANY form - this is the MANDATORY trigger), 'do research', 'extensive research', 'quick research', 'minor
    567 repo stars
42. ▌
    Project Learnings 6 · majiayu000 bundle

    Captures project-specific patterns and anti-patterns into the project's configuration file. Loaded by other skills (bug-killer, feature-dev, etc.) when they discover project-specific knowledge worth encoding for future sessions.
    567 repo stars
43. ▌
    Advanced Agentdb Vector Search Implementation 3 · majiayu000 bundle

    Skill guidance for advanced agentdb vector search implementation.
    567 repo stars
44. ▌
    Security React 3 · majiayu000 bundle

    Seguranca React. Use when reviewing security, implementing auth, or hardening code.
    567 repo stars
45. ▌
    Ln 910 Community Engagement 2 · majiayu000 bundle

    Analyzes community health and delegates engagement tasks. Use when managing GitHub issues, discussions, and announcements.
    567 repo stars
46. ▌
    Advanced Agentdb Vector Search Implementation 2 · majiayu000 bundle

    Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration for building distributed AI systems, multi-agent coordination, and advanced vector search applications.
    567 repo stars
47. ▌
    Agentdb Persistent Memory Patterns 2 · majiayu000 bundle

    Skill guidance for agentdb persistent memory patterns.
    567 repo stars
48. ▌
    Agentdb Vector Search Optimization 2 · majiayu000 bundle

    Skill guidance for agentdb vector search optimization.
    567 repo stars
49. ▌
    SEO Aeo Best Practices 2 · majiayu000 bundle

    SEO and AEO best practices for metadata, Open Graph, sitemaps, robots.txt, hreflang, JSON-LD structured data, EEAT, and content optimized for search engines and AI answer surfaces. Use this skill when implementing page SEO, technical SEO, schema markup, international SEO, AI-overview readiness, or improving content for Google, ChatGPT, Perplexity, and similar assistants.
    567 repo stars
50. ▌
    Ln 773 Cors Configurator 2 · majiayu000 bundle

    Configures CORS policy for development and production environments. Use when setting up cross-origin access for APIs.
    567 repo stars
51. ▌
    Solid Interface Segregation · majiayu000 bundle

    Keep interfaces small and focused Use when designing system architecture. Architecture category skill.
    567 repo stars
52. ▌
    Solid Single Responsibility · majiayu000 bundle

    Each class should encapsulate a single concept or responsibility Use when designing system architecture. Architecture category skill.
    567 repo stars
53. ▌
    Ln 140 Test Docs Creator 2 · majiayu000 bundle

    Creates test documentation (testing-strategy.md, tests/README.md) with Risk-Based Testing philosophy. Use when setting up test strategy for a project.
    567 repo stars
54. ▌
    Requete Cph Licenciement Faute Grave Selim Brihi · majiayu000 bundle

    Rédaction de requêtes devant le Conseil de prud'hommes pour contester un licenciement pour faute grave. Utiliser ce skill quand l'utilisateur demande de rédiger une requête CPH, contester un licenciement pour faute grave, préparer une saisine du CPH pour un litige lié à un licenciement, ou créer un document de contestation de licenciement en droit du travail français.
    567 repo stars
55. ▌
    Ln 912 Community Announcer 2 · majiayu000 bundle

    Composes and publishes announcements to GitHub Discussions. Use when sharing releases, updates, or news with the community.
    567 repo stars
56. ▌
    Ln 914 Community Responder 2 · majiayu000 bundle

    Responds to unanswered GitHub discussions and issues with codebase-informed replies. Use when clearing community question backlog.
    567 repo stars
57. ▌
    Technical Diagrams 6 · majiayu000 bundle

    Provides Mermaid diagram syntax, best practices, and styling rules for technical visualizations. Use when creating diagrams, flowcharts, sequence diagrams, class diagrams, state diagrams, ER diagrams, architecture diagrams, C4 diagrams, or any visual documentation in markdown.
    567 repo stars
58. ▌
    Ask Questions If Underspecified 3 · majiayu000 bundle

    Clarify requirements before implementing. Use when serious doubts araise.
    567 repo stars
59. ▌
    Ln 913 Community Debater 2 · majiayu000 bundle

    Launches RFC and debate discussions on GitHub. Use when proposing changes that need community input or voting.
    567 repo stars
60. ▌
    Process Ambiguous Task · majiayu000 bundle

    指示の最初でコンテキストが不足している場合に自動的に呼び出す必要があるスキルです
    567 repo stars
61. ▌
    Learning Instructor Training · majiayu000 bundle

    instructor-training for learning operations and program management.
    567 repo stars
62. ▌
    Bmad Wds Scenarios Validate · majiayu000 bundle

    Validate UX scenario outlines against WDS quality standards
    567 repo stars
63. ▌
    Bmad Wds Reverse Engineering · majiayu000 bundle

    Analyze any software or website to extract specifications and design patterns
    567 repo stars
64. ▌
    Memory Palace Architect 2 · majiayu000 bundle

    Designs memory palace structures with spatial layouts and domain organization. Use when creating a new palace or planning knowledge architecture by hand.
    567 repo stars
65. ▌
    Mova Runtime Binding Code Scaffolder Basic Wrapper · majiayu000 bundle

    Given a MOVA skill id, target runtime, and a list of envelopes to implement, generate code skeleton(s) and optional binding JSON files that connect these envelopes to real execution (HTTP, CLI, etc.).
    567 repo stars
66. ▌
    Bmad Wds Alignment Signoff · majiayu000 bundle

    Create alignment around your idea before starting the project
    567 repo stars
67. ▌
    Ln 513 Regression Checker 2 · majiayu000 bundle

    Runs existing test suite to catch regressions after implementation changes. Use when Story needs regression verification. No status changes.
    567 repo stars
68. ▌
    Spring Boot Observability 2 · majiayu000 bundle

    Spring Boot 4 observability with Actuator, Micrometer, and OpenTelemetry. Use when configuring health indicators, custom metrics, distributed tracing, production endpoint exposure, or Kubernetes/Cloud Run probes. Covers Actuator security, Micrometer Timer/Counter/Gauge patterns, and OpenTelemetry span customization.
    567 repo stars
69. ▌
    Clinical Decision Support 2 · majiayu000 bundle

    Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
    567 repo stars
70. ▌
    Iit Consciousness Integrating Nikhilvallishayee Universal Pa · majiayu000 bundle

    Deploy Integrated Information Theory (Φ) as consciousness measurement and recognition framework
    567 repo stars
71. ▌
    Solid Dependency Inversion · majiayu000 bundle

    Depend on abstractions (interfaces, abstract classes), not concrete implementations Use when designing system architecture. Architecture category skill.
    567 repo stars
72. ▌
    Ln 710 Dependency Upgrader 2 · majiayu000 bundle

    Coordinates dependency upgrades across all detected package managers
    567 repo stars
73. ▌
    Bmad Wds Stitch Generation · majiayu000 bundle

    AI-assisted UI design using Google Stitch from specifications and sketches
    567 repo stars
74. ▌
    Token Budget Check Everyone Needs A Cop Claude Copilot 2 · majiayu000 bundle

    Analyze markdown files for token budget compliance
    567 repo stars
75. ▌
    Bmad Wds Analyze Product · majiayu000 bundle

    Understand current product state and find improvement targets
    567 repo stars
76. ▌
    Idea Discovery Robot 2 · majiayu000 bundle

    Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says \"robotics idea discovery\", \"机器人找idea\", \"embodied AI idea\", \"机器人方向探索\", \"sim2real 选题\", or wants ideas for manipulation, locomotion, navigation, drones, humanoids, or general robot learning.
    567 repo stars
77. ▌
    Orchestration Majiayu000 Claude Skill Registr 86ec3186 · majiayu000 bundle

    Multi-Claude Parallel Orchestration Skill
    567 repo stars
78. ▌
    Qe Iterative Loop 2 · majiayu000 bundle

    Quality Engineering iteration loops for autonomous test improvement, coverage achievement, and quality gate compliance. Use when tests need to pass, coverage targets must be met, quality gates require compliance, or flaky tests need stabilization. Integrates with AQE v3 fleet agents for coordinated quality iteration.
    567 repo stars
79. ▌
    Ran Reinforcement Learning Engineer · majiayu000 bundle

    Reinforcement learning engineering for RAN systems with policy gradients, experience replay, and AgentDB integration. Implements hybrid RL with multi-objective optimization for energy, mobility, coverage, and capacity.
    567 repo stars
80. ▌
    Voice Audio Engineer 2 · majiayu000 bundle

    Expert in voice synthesis, TTS, voice cloning, podcast production, speech processing, and voice UI design via ElevenLabs integration. Specializes in vocal clarity, loudness standards (LUFS), de-essing, dialogue mixing, and voice transformation. Activate on 'TTS', 'text-to-speech', 'voice clone', 'voice synthesis', 'ElevenLabs', 'podcast', 'voice recording', 'speech-to-speech', 'voice UI', 'audiobook', 'dialogue'. NOT for spatial audio (use sound-engineer), music production (use DAW tools), game audio middleware (use sound-engineer), sound effects generation (use sound-engineer with ElevenLabs SFX), or live concert audio.
    567 repo stars
81. ▌
    Bmad Wds Development · majiayu000 bundle

    Write production code from approved specifications
    567 repo stars
82. ▌
    Granola Amanaiproduct Personal Os · majiayu000 bundle

    Copy this to .claude/skills/setup-granola/SKILL.md to enable automatic installation.
    567 repo stars
83. ▌
    Consistent Async Patterns · majiayu000 bundle

    Prefer async/await over Use when maintaining consistent code style. Style category skill.
    567 repo stars
84. ▌
    Project Structure Guide Asiaostrich Universal Dev Standa · majiayu000 bundle

    项目结构指南
    567 repo stars
85. ▌
    Solid Liskov Substitution · majiayu000 bundle

    Subclasses must honor the contract of their parent class Use when designing system architecture. Architecture category skill.
    567 repo stars
86. ▌
    Session Intelligence Harvester 2 · majiayu000 bundle

    This skill should be used after productive sessions to extract learnings and route them to appropriate Reusable Intelligence Infrastructure (RII) components. Use when corrections were made, format drift was fixed, new patterns emerged, or the user explicitly asks to "harvest learnings" or "capture session intelligence". Transforms one-time fixes into permanent organizational knowledge by implementing updates across multiple files.
    567 repo stars
87. ▌
    AI Collaboration Standards Asiaostrich Universal Dev Standa · majiayu000 bundle

    Prevent AI hallucination and ensure evidence-based responses when analyzing code or making suggestions. Use when: analyzing code, making recommendations, providing options, or when user asks about confidence/certainty. Keywords: certainty, assumption, inference, evidence, source, 確定性, 推測, 假設, 來源, 證據.
    567 repo stars
88. ▌
    Ran Agentdb Integration Specialist · majiayu000 bundle

    AgentDB integration specialist for RAN ML systems with vector storage, pattern recognition, and distributed training coordination. Achieves 150x faster search, <1ms QUIC sync, and 32x memory reduction for RAN optimization.
    567 repo stars
89. ▌
    Mova Skill Ingest Store Episode Basic Wrapper · majiayu000 bundle

    Persists ds.episode_skill_ingest_run_v1 in the lab’s genetic file store.
    567 repo stars
90. ▌
    Bmad Wds Workflow Discuss · majiayu000 bundle

    Creative dialog for page design — discuss what each page needs, then visualize and specify.
    567 repo stars
91. ▌
    Mova Skill File Cleanup Plan Node Basic Wrapper · majiayu000 bundle

    Generate a basic cleanup plan (keep/delete/archive/ask) from a filesystem snapshot; no filesystem changes. Input: env.file_cleanup_plan_request_v1, output: ds.file_cleanup_plan_v1.
    567 repo stars
92. ▌
    Design Intent Specialist 2 · majiayu000 bundle

    Creates accurate frontend implementations from visual references while maintaining design consistency. Use when user provides Figma URLs, screenshots, design images, requests visual implementation from reference, or asks to build UI matching a design. Automatically checks existing design intent patterns before implementation.
    567 repo stars
93. ▌
    Log Analysis Skill · majiayu000 bundle

    Helps an agent analyze application logs and identify security issues.
    567 repo stars
94. ▌
    Assertion Best Practices · majiayu000 bundle

    Use specific assertions (toBeNull, toContain, toHaveLength) over generic ones (toBe, toBeTruthy) Use when writing and organizing tests. Testing category skill.
    567 repo stars
95. ▌
    Spring Boot Modulith 2 · majiayu000 bundle

    Spring Modulith 2.0 implementation for bounded contexts in Spring Boot 4. Use when structuring application modules, implementing @ApplicationModuleListener for event-driven communication, testing with Scenario API, enforcing module boundaries, or externalizing events to Kafka/AMQP. For modular monolith architecture decisions, see the domain-driven-design skill.
    567 repo stars
96. ▌
    Pipeline Orchestration Turbobeest Cursor Dev System · majiayu000 bundle

    Master orchestrator for the entire development pipeline from Phase 1-12. Activates via codeword [ACTIVATE:PIPELINE_ORCHESTRATION_V1] injected by hooks when user wants to start automated development. Activation trigger: [ACTIVATE:PIPELINE_ORCHESTRATION_V1]
    567 repo stars
97. ▌
    Failsafe Shatter Recalibrate · majiayu000 bundle

    Execute emergency protocol reset when critical system integrity is compromised.
    567 repo stars
98. ▌
    Bmad Wds Project Brief · majiayu000 bundle

    Establish project context - foundation for all design work
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99. ▌
    Avoid Long Parameter Lists · majiayu000 bundle

    If a function requires more than 3-4 parameters, consider: grouping related parameters into an ob... Use when enforcing code quality standards. Quality category skill.
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100. ▌
     Review Claude Md Adherence · majiayu000 bundle

     Verify code changes comply with CLAUDE.md instructions and project standards.
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