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majiayu000

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

1. ▌
   Appropriate Reliance Skill V2 0 · majiayu000 bundle

   Calibrated human-AI collaboration with creative latitude — trust calibrated to reliability, creativity preserved with validation.
   567 repo stars
2. ▌
   Contextual Retrieval · majiayu000 bundle

   Anthropic's Contextual Retrieval technique for improved RAG. Use when chunks lose context during retrieval, implementing hybrid BM25+vector search, or reducing retrieval failures.
   567 repo stars
3. ▌
   Evo Os Review Prompt · majiayu000 bundle

   Review LLM workflow step prompts for known failure modes (silent ignoring, negation fragility, scope creep, etc). Use when user asks to "review a prompt" or "audit a workflow step".
   567 repo stars
4. ▌
   Langchain Multimodal · majiayu000 bundle

   Work with multimodal inputs/outputs in LangChain - includes images, audio, video, content blocks, and vision capabilities
   567 repo stars
5. ▌
   Langgraph Supervisor · majiayu000 bundle

   LangGraph supervisor-worker pattern. Use when building central coordinator agents that route to specialized workers, implementing round-robin or priority-based agent dispatch.
   567 repo stars
6. ▌
   Model Provider Setup · majiayu000 bundle

   Configure Claude Code to use alternative AI model providers by setting up custom API endpoints and authentication. Use this skill when users want to switch from default Anthropic models to providers like Z.AI, OpenRouter, or other custom endpoints with compatible APIs.
   567 repo stars
7. ▌
   Model Recommendation · majiayu000 bundle

   Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency
   567 repo stars
8. ▌
   Optimize Prompt Goal · majiayu000 bundle

   Optimizes prompts for goal effectiveness - ensures instructions serve the stated goal, prevents missteps, improves efficiency. Use when asked to optimize a prompt for its goal, improve goal alignment, or make a prompt more effective at achieving its purpose.
   567 repo stars
9. ▌
   Optimizing Claude Md · majiayu000 bundle

   Use when CLAUDE.md is bloated or ineffective. Use when Claude ignores instructions, file exceeds 150 lines, response formatting rules aren't working, or user asks to optimize/restructure their Claude Code configuration.
   567 repo stars
10. ▌
    Ralph Prompt Project · majiayu000 bundle

    Generate Ralph-compatible prompts for entire projects from scratch. Creates comprehensive prompts with architecture phase, implementation phases, testing, and documentation. Use when building complete applications, libraries, CLI tools, or any greenfield project requiring end-to-end development.
    567 repo stars
11. ▌
    Semantic Compression · majiayu000 bundle

    Aggressively remove grammatical scaffolding LLMs reconstruct while preserving meaning-carrying content. Output may be fragments. Use when compressing text for prompts, reducing token count, preparing context for LLM input, or making documentation more token-efficient. Applies LLM-aware compression rules that delete predictable grammar while preserving semantics.
    567 repo stars
12. ▌
    Signaling Kb Batched · majiayu000 bundle

    Extract all entity types (interventions, pathways, biomarkers, conflicts) from Google Drive transcript analyses using a three-stage LLM pipeline with Claude Opus 4.5 for extraction and Haiku 4.5 for intelligent merging.
    567 repo stars
13. ▌
    Signaling Kb Builder · majiayu000 bundle

    Build and maintain an entity-centric cell signaling knowledge base from lecture transcripts. Uses a three-stage LLM pipeline (Opus 4.5 extraction, Opus 4.5 semantic dedup, Haiku 4.5 intelligent merge) to create queryable intervention, pathway, biomarker, and conflict nodes.
    567 repo stars
14. ▌
    Train Convo Steering · majiayu000 bundle

    Voice-first runtime steering + nightly deep analysis to learn per-user conversation steering priors.
    567 repo stars
15. ▌
    Uncertainty Detector · majiayu000 bundle

    Detects when Claude is uncertain but presenting answers confidently. Teaches Claude to recognize and communicate uncertainty clearly instead of masking it with confident language.
    567 repo stars
16. ▌
    Agentdb Vector Search · majiayu000 bundle

    Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
    567 repo stars
17. ▌
    Ce Calibrated Predict · majiayu000 bundle

    Produce calibrated predict and predict_proba outputs, with optional uncertainty intervals, without generating explanations.
    567 repo stars
18. ▌
    Ce Modality Extension · majiayu000 bundle

    Extend CE to non-tabular data modalities (vision, audio, timeseries, text) via ADR-033 plugin contracts, modality naming rules, and extension safety guardrails.
    567 repo stars
19. ▌
    Downloading Hf Models · majiayu000 bundle

    Get the correct command syntax for downloading models from HuggingFace. Use when downloading models, running "hf download", or pulling models from HuggingFace repos.
    567 repo stars
20. ▌
    Graph Neural Networks · majiayu000 bundle

    Implement graph neural networks with PyTorch Geometric for node, edge, and graph tasks
    567 repo stars
21. ▌
    Mechanical Properties · majiayu000 bundle

    This skill group covers calculations of mechanical properties of crystalline materials. Two main approaches are available:
    567 repo stars
22. ▌
    Ml Data Leakage Guard · majiayu000 bundle

    Detects and prevents data leakage in machine learning and mathematical modeling. Auto-activates after ML tasks involving: data cleaning, feature engineering, data augmentation, algorithm development, normalization, missing value imputation, dimensionality reduction, feature selection, time series modeling. Checks if features/statistics would be available at prediction time.
    567 repo stars
23. ▌
    Nanoresearch Ideation · majiayu000 bundle

    Search academic literature and generate research hypotheses
    567 repo stars
24. ▌
    Nanoresearch Planning · majiayu000 bundle

    Produce an experiment blueprint from a research hypothesis
    567 repo stars
25. ▌
    Reasoningbank With Agentdb · majiayu000 bundle

    Implement ReasoningBank adaptive learning with AgentDB's 150x faster vector database. Includes trajectory tracking, verdict judgment, memory distillation, and pattern recognition. Use when building self-learning agents, optimizing decision-making, or implementing experience replay systems.
    567 repo stars
26. ▌
    Tensorrt Optimization · majiayu000 bundle

    NVIDIA TensorRT model optimization and deployment. Convert models to TensorRT engines, configure optimization profiles and precision modes, apply INT8 calibration, analyze kernel fusion, generate custom plugins, and profile inference performance.
    567 repo stars
27. ▌
    Financial Analyzing · majiayu000 bundle

    Analyze financial data, calculate financial ratios, and generate analysis reports. Use when the user asks about revenue, costs, profits, margins, ROI, financial metrics, or needs financial analysis of a company or project.
    567 repo stars
28. ▌
    1k Pr Daily Report · majiayu000 bundle

    Generate a 24-hour PR activity report grouped by module with Chinese summaries. Use when the user asks for PR statistics, daily report, PR summary, or mentions "PR 统计", "每日报告", "PR 汇总", "日报".
    567 repo stars
29. ▌
    Aads Status Triage · majiayu000 bundle

    Triage AADS-ULoRA requests by capturing repository state, mapping impacted files and modules, and selecting the smallest safe validation surface before coding. Use when scope is unclear, when asked what to change or test first, or before implementation and review work.
    567 repo stars
30. ▌
    Abtesting Analysis · majiayu000 bundle

    This skill enables detailed analysis of A/B test results, including uplift calculations, statistical significance interpretation, evaluation of long-run effects, detection of Simpson's paradox, and assessment of novelty effects to inform decisions.
    567 repo stars
31. ▌
    Agent Ops Research · majiayu000 bundle

    Conduct structured research on topics, technologies, libraries, patterns, or any subject requiring investigation. Produces documented findings with optional issue creation for actionable items.
    567 repo stars
32. ▌
    AI Economist Skill · majiayu000 bundle

    A unified tool for central bank policy analysis and real-time GDP nowcasting for the US and Canada.
    567 repo stars
33. ▌
    Aidd Observability · majiayu000 bundle

    Owns shared observability/runtime reporting for diagnostics, inventory, identifiers, logs, and DAG export. Use when deterministic diagnostics or inventory exports are required.
    567 repo stars
34. ▌
    Amazon Deal Finder · majiayu000 bundle

    Amazon deal planning and promotional strategy optimization. Lightning Deals, Best Deals, Coupons, Prime Exclusive Discounts analysis and ROI calculation. Deal eligibility assessment, timing optimization, and promotional campaign planning. Use when the user asks about Amazon deals, Lightning Deals, promotional planning, deal strategy, or Amazon promotions.
    567 repo stars
35. ▌
    Ambiguity Resolver · majiayu000 bundle

    Structure vague opportunities and unclear briefs into actionable one-page problem statements. Use when asked to clarify a vague brief, frame an undefined problem, make sense of an unclear opportunity, or when the user says 'we need to figure out what to do about X' or 'I've been asked to look into Y'. Produces a structured problem brief with reframed questions, scoped boundaries, and a minimum viable research plan.
    567 repo stars
36. ▌
    Analyse · majiayu000 bundle

    Analyze GitHub issues, Pull Requests (PRs), Discussions, and repo health for an Open Source Software (OSS) project. Summarizes long threads, assesses PR readiness, detects duplicates, extracts reproduction steps, and generates repo health stats. Uses gh Command Line Interface (CLI) for GitHub Application Programming Interface (API) access. Complements oss-maintainer agent.
    567 repo stars
37. ▌
    Analytics Strategy · majiayu000 bundle

    Design measurement frameworks including event taxonomy, KPI hierarchy, dashboard architecture, attribution models, and analytics implementation strategy. Use this skill whenever the user wants to plan analytics, design dashboards, build event taxonomies, define KPIs, set up tracking, or audit existing measurement. Triggers on analytics strategy, measurement plan, event taxonomy, tracking plan, KPI framework, dashboard design, north star metric, attribution model, conversion tracking, GA4 setup, Mixpanel setup, analytics audit. Also triggers when the user has data but no clear way to use it, or wants to make decisions but doesn't know what to track.
    567 repo stars
38. ▌
    Architecture Audit · majiayu000 bundle

    Perform comprehensive software architecture audits to identify improvements for robustness, changeability, and testability. Use when asked to audit, review, or analyze a codebase's architecture, or when asked to suggest structural improvements. Triggers include "architecture audit", "audit the codebase", "review architecture", "architectural analysis", "code structure review", or explicit "/architecture-audit".
    567 repo stars
39. ▌
    Assumption Tracker · majiayu000 bundle

    Explicitly track, test, and validate assumptions - prevent blind spots
    567 repo stars
40. ▌
    Biomarker Analysis · majiayu000 bundle

    Ralph-Inspired Adaptive Learning Framework for iterative, quality-gated biomarker report analysis
    567 repo stars
41. ▌
    Bio Clip Seq Clip Preprocessing · majiayu000 bundle

    Preprocess CLIP-seq data including adapter trimming, UMI extraction, and PCR duplicate removal. Use when preparing raw CLIP, iCLIP, or eCLIP reads for peak calling.
    567 repo stars
42. ▌
    Competitor Monitor · majiayu000 bundle

    Monitor competitor websites for changes. Use when: tracking competitor pricing changes; monitoring new features; watching for content updates; alerting on website changes; competitive intelligence
    567 repo stars
43. ▌
    Decision Extractor · majiayu000 bundle

    Scan recent notes for decision language and offer to update project Decision Logs
    567 repo stars
44. ▌
    Deep Brainstorming · majiayu000 bundle

    Use when brainstorming a product or feature where multiple valid technology choices exist and the wrong one is costly, when the user asks for 'objectively best' or 'highest quality', or when the domain has tools/frameworks where marketing or popularity biases could mislead research agents. Also use when starting architecture decisions, evaluating tech stacks, or when the user mentions bias, vendor lock-in, hallucinated benchmarks, or wants research-backed decisions rather than default recommendations.
    567 repo stars
45. ▌
    Deep Research Team · majiayu000 bundle

    This skill should be used when the user asks for "deep research", "research team", "comprehensive analysis", "research report", "investigate thoroughly", "compare X vs Y in depth", or needs synthesis across multiple sources with verification. It spawns a coordinated team of researcher agents across multiple rounds, with the lead triaging findings and creating targeted follow-up tasks. Scales from Focused (2 researchers, 1-2 rounds) to Comprehensive (4 researchers, 3-4 rounds with cross-verification). Do NOT use for simple lookups, debugging, or questions answerable with 1-2 searches.
    567 repo stars
46. ▌
    Dietary Assessment · majiayu000 bundle

    Methods for assessing what people actually eat — 24-hour recall, food frequency questionnaires, diet diaries, biomarkers, duplicate-plate studies, and controlled feeding. Covers the relative strengths and biases of each instrument, how to choose among them for a given question, and how to interpret results in the presence of measurement error. Use when a user wants to estimate population-level intake, individual-level intake, or evaluate the plausibility of a dietary claim that depends on how intake was measured.
    567 repo stars
47. ▌
    Bio Microbiome Diversity Analysis · majiayu000 bundle

    Alpha and beta diversity analysis for microbiome data. Calculate within-sample richness, evenness, and between-sample dissimilarity with phyloseq and vegan. Use when comparing community composition across samples or testing for group differences in microbiome structure.
    567 repo stars
48. ▌
    Enhanced Telemetry · majiayu000 bundle

    Comprehensive Claude Code telemetry via 10 hooks capturing sessions, conversations, tools, subagents, context, permissions, and repository analytics. Use when analyzing detailed usage patterns beyond default OTEL.
    567 repo stars
49. ▌
    Essay Fact Checker · majiayu000 bundle

    Use when factual claims in a science blog essay need verification with source URLs, or when proactive research enrichment would strengthen an argument.
    567 repo stars
50. ▌
    Firecrawl Scraping · majiayu000 bundle

    Web page and website scraping with Firecrawl API. Use this skill when scraping web articles, blog posts, documentation pages, paywalled content, or JavaScript-heavy sites. Triggers on requests to scrape websites, extract article content, convert pages to markdown, or handle anti-bot protection.
    567 repo stars
51. ▌
    Forecast Scenarios · majiayu000 bundle

    Model best-case, worst-case, and likely revenue scenarios with sensitivity analysis for strategic planning
    567 repo stars
52. ▌
    Github AI Projects · majiayu000 bundle

    这个skill专门用于监控GitHub上的热门AI项目，获取项目的简述信息和不同时间范围的更新状态。当用户需要了解GitHub AI项目动态时使用此skill。通过智能分析项目的活跃度、星标增长、提交频率等指标，为用户提供AI领域最具潜力和活跃度的开源项目洞察。
    567 repo stars
53. ▌
    I18N Content Audit · majiayu000 bundle

    审计和优化**已有国际化内容**的 SEO/GEO 合规性。两种模式：(1) 仅报告（默认，无 --fix 标志）：生成审计报告但不修改文件，适合想先审查建议的场景；(2) 报告 + 修复（--fix 标志）：生成报告并自动应用优化，适合自动修复质量问题的场景。输入：语言区域和页面路径。输出：包含关键词分析、质量评分和建议的综合报告。使用场景：(1) 审查现有国际化内容质量，(2) 用户说'audit/optimize/check SEO/review i18n quality'，(3) 验证内容是否符合质量标准，(4) 审计由 auto-i18n 创建的内容，(5) 修复关键词堆砌/密度问题。**不要用于：**(a) 创建新的国际化内容（用 auto-i18n），(b) 首次国际化英文页面（用 auto-i18n），(c) 审计英文源页面（用其他SEO审计技能），(d) 创建全新页面（用 shipany-page-builder）。**核心功能：**检查和优化已有i18n内容，不是创建新内容。
    567 repo stars
54. ▌
    India News Tracker · majiayu000 bundle

    Track and analyze Indian stock market news, corporate announcements, SEBI circulars, bulk/block deals, and earnings calendars. Auto-fetches headlines from MoneyControl, Economic Times, LiveMint, BSE/NSE filings. Use when the user asks about recent news, corporate actions, upcoming events, or wants a daily market news briefing for NSE/BSE.
    567 repo stars
55. ▌
    Interpret Feedback · majiayu000 bundle

    Interpret third-party feedback by running parallel internal and peer interpretations to surface intent, correctness concerns, and ambiguities. Use when the user asks to "interpret feedback", "interpret comments", "what does this feedback mean", "clarify reviewer intent", "understand this review", or "interpret these suggestions".
    567 repo stars
56. ▌
    Invariant Analyzer · majiayu000 bundle

    Identify and verify loop invariants for correctness proofs
    567 repo stars
57. ▌
    Landing Page Intel · majiayu000 bundle

    Extract competitor and customer intelligence from any company's landing page HTML. Discovers tech stack, analytics tools, ad pixels, customer logos, SEO metadata, CTAs, hidden elements, and more. No API keys required.
    567 repo stars
58. ▌
    Log Cleanup Report · majiayu000 bundle

    Analyze log file sizes and signal-to-noise ratio. Shows what's consuming disk space and recommends cleanup actions. Use before archiving or when logs are getting too large.
    567 repo stars
59. ▌
    Bio Genome Assembly Long Read Assembly · majiayu000 bundle

    De novo genome assembly from Oxford Nanopore or PacBio long reads using Flye and Canu. Produces highly contiguous assemblies suitable for complete bacterial genomes and resolving complex regions. Use when assembling genomes from ONT or PacBio reads.
    567 repo stars
60. ▌
    Longbridge Anomaly · majiayu000 bundle

    Market anomaly scanner and price-by-volume distribution via Longbridge Securities — `anomaly` lists unusual price/volume movements across a market (HK / US / CN / SG) or for a specific symbol; `trade-stats` returns a single stock's intraday price-volume profile (where volume sat in the day's range). Read-only. Triggers: "异动", "今天哪些股票异动", "市场异动榜", "成交分布", "价格分布", "筹码分布", "今日筹码", "成交密集区", "盘中异动", "拉升", "跳水", "閃崩", "異動", "今天哪些股票異動", "市場異動榜", "成交分佈", "價格分佈", "籌碼分佈", "今日籌碼", "成交密集區", "盤中異動", "拉昇", "跳水", "anomaly", "unusual movements", "intraday alerts", "volume spike", "price spike", "price by volume", "trade distribution", "volume profile", "VWAP zone", "where the volume sat", "TSLA anomaly", "700.HK anomaly".
    567 repo stars
61. ▌
    Longbridge Hedging · majiayu000 bundle

    Hedging strategy design framework — Beta hedge ratio (portfolio vs benchmark), option protection strategies (protective put / collar), tail-risk hedges (VIX-related / gold / treasuries), cross-asset hedges (currency risk), and hedge cost assessment (option premium vs protection value). Triggers: "对冲", "对冲策略", "Beta对冲", "保护性看跌", "领口策略", "尾部风险", "汇率对冲", "对冲比率", "對冲", "對冲策略", "Beta對冲", "保護性看跌", "領口策略", "尾部風險", "hedging", "hedge strategy", "beta hedge", "protective put", "collar strategy", "tail risk hedge", "currency hedge", "hedge ratio", "portfolio insurance".
    567 repo stars
62. ▌
    Longbridge Onchain · majiayu000 bundle

    On-chain data analysis framework — covers active addresses, whale behaviour, TVL (total value locked), DEX liquidity, and on-chain valuation metrics: MVRV (market cap / realised value), NVT (network value / transaction volume), SOPR. Longbridge provides spot crypto quotes (.HAS); raw on-chain data requires external sources (Glassnode / Dune Analytics). Triggers: "链上数据", "链上分析", "MVRV", "NVT", "活跃地址", "鲸鱼地址", "TVL", "SOPR", "链上指标", "链上估值", "鏈上數據", "鏈上分析", "活躍地址", "鯨魚地址", "鏈上指標", "鏈上估值", "on-chain data", "on-chain analysis", "MVRV ratio", "NVT ratio", "active addresses", "whale activity", "TVL", "SOPR", "on-chain valuation", "DeFi TVL", "crypto on-chain".
    567 repo stars
63. ▌
    Magic Model Review · majiayu000 bundle

    Evaluates Magic Model (Triangle) frameworks for BlackBelt coaches using Ed Dale's frameworks. Produces Facebook-ready feedback comments.
    567 repo stars
64. ▌
    Mega Research Plus · majiayu000 bundle

    8つの検索ソース（Tavily/SerpAPI/Brave/NewsAPI/Perplexity/Twitter/DuckDuckGo/WebSearch）を統合した最強リサーチシステム。API版＋MCP版＋組み込み版を完全統合。
    567 repo stars
65. ▌
    Network Inspection · majiayu000 bundle

    Use when debugging API calls, checking network requests, inspecting HTTP traffic, finding failed requests, analyzing response data, or investigating API errors. Provides detailed request/response analysis.
    567 repo stars
66. ▌
    Novel Game Analyze · majiayu000 bundle

    游戏化拆书。把原始小说、拆文库或写作工程压缩成有必要原文证据的 SOURCE_BIBLE，提取世界规则、玩家动词、空间、角色意志、系统和视觉锚点，不提前发明游戏类型。用于游戏化拆书、分析小说的游戏改编基础等需求。
    567 repo stars
67. ▌
    Optionality Review · majiayu000 bundle

    Evaluate design decisions for flexibility and reversibility
    567 repo stars
68. ▌
    Performance Report · majiayu000 bundle

    Generate affiliate performance reports with KPIs and recommendations. Triggers on: "show my affiliate report", "how are my programs doing", "performance review", "earnings report", "monthly affiliate report", "weekly report", "analyze my affiliate earnings", "which program is best", "EPC report", "conversion rate analysis", "revenue breakdown", "campaign performance".
    567 repo stars
69. ▌
    Phase3 Investigate · majiayu000 bundle

    Map what exists (or what should exist) before designing a solution.
    567 repo stars
70. ▌
    Plagiarism Checker · majiayu000 bundle

    Scans lyrics for phrases that may match existing songs using web search and LLM knowledge. Use before release to check for unintentional borrowing.
    567 repo stars
71. ▌
    Political Analysis · majiayu000 bundle

    Extract political and legal entities from narrative text. Use when analyzing governments, laws, courts, crimes, punishments, treaties, constitutions, and legal systems.
    567 repo stars
72. ▌
    Potential Analysis · majiayu000 bundle

    This skill group covers electrostatic potential analysis from first-principles calculations.
    567 repo stars
73. ▌
    Probability Theory · majiayu000 bundle

    Mathematical foundations of uncertainty and random phenomena. Covers sample spaces, events, axioms, conditional probability, Bayes' theorem, independence, random variables, distributions (discrete and continuous), expected value, variance, the law of large numbers, and the central limit theorem. Use when computing probabilities, reasoning about random events, working with probability distributions, or building the foundation for statistical inference.
    567 repo stars
74. ▌
    Quality Assessment · majiayu000 bundle

    Evaluate ENCODE experiment quality using standard metrics and audit flags. Use when the user asks about data quality, wants to filter for high-quality experiments, needs to interpret quality metrics (FRiP, NSC, RSC, NRF, IDR, TSS enrichment, fragment size), wants to understand ENCODE audit warnings, needs to compare quality across experiments, or is deciding whether data is usable for their analysis. Also use when the user mentions QC, quality control, or data filtering.
    567 repo stars
75. ▌
    Read Software Docs · majiayu000 bundle

    Read and navigate software package documentation websites. Use when the user provides a documentation URL and wants to understand an API, SDK, framework, or library. Triggers on requests like "read the docs at [url]", "look up [topic] in the [package] documentation", "what does [API] do according to the docs", or any task requiring fetching and comprehending online software documentation. Supports any HTML-based documentation site including Sphinx, Doxygen, ReadTheDocs, MkDocs, and custom doc sites. Common targets include NVIDIA Isaac Sim, Omniverse Kit, OpenUSD, ROS 2, PyTorch, and similar software packages.
    567 repo stars
76. ▌
    Research Implement · majiayu000 bundle

    Build a research definition and execute the study based on a Linear issue.
    567 repo stars
77. ▌
    Research Learnings · majiayu000 bundle

    Use this skill when you need to search institutional learnings in docs/solutions/ for relevant past solutions before implementing a new feature or fixing a problem. This agent efficiently filters documented solutions by frontmatter metadata (tags, category, module, symptoms) to find applicable patterns, gotchas, and lessons learned. The agent excels at preventing repeated mistakes by surfacing relevant institutional knowledge before work begins.
    567 repo stars
78. ▌
    Researcher Analyst · majiayu000 bundle

    Research and analyze information from web, docs, and memory. Use when user needs data collection, fact verification, literature review, competitive analysis. Returns structured findings with citations.
    567 repo stars
79. ▌
    Rule Effectiveness · majiayu000 bundle

    Analyze which rules are actively used vs inert. Detect coverage gaps. Recommend pruning to reduce token consumption.
    567 repo stars
80. ▌
    Satellite Analysis · majiayu000 bundle

    SatelliteAnalysis.jl for high-level satellite mission analysis including beta angle, eclipse time, frozen orbits, Sun-synchronous orbit design, ground tracks, and visibility analysis. Use when designing orbits, computing coverage, analyzing lighting conditions, or generating ground tracks.
    567 repo stars
81. ▌
    Vibe Spec Vs Code Audit · majiayu000 bundle

    Compares specification documents against implementation code to find divergences. Use when implementation of a spec or design doc is claimed complete.
    567 repo stars
82. ▌
    Strategy Selection · majiayu000 bundle

    Match problems to the right solving strategy. Covers working backwards, pattern recognition, simplification, systematic listing, trial and error, means-ends analysis, analogical transfer, and decomposition. Use after comprehension is complete to narrow from "general problem" to a concrete approach before committing time and effort.
    567 repo stars
83. ▌
    Suffering Detector · majiayu000 bundle

    苦しみ/危機を検知して findings を workspace に保存し、必要なら SAFE-T interrupt を行う
    567 repo stars
84. ▌
    Team Ultra Analyze · majiayu000 bundle

    Deep collaborative analysis team skill. All roles route via this SKILL.md. Beat model is coordinator-only (monitor.md). Structure is roles/ + specs/. Triggers on "team ultra-analyze", "team analyze".
    567 repo stars
85. ▌
    Tool Process Audit · majiayu000 bundle

    Diagnose a named or described business/engineering process for bottlenecks, risks, and optimization opportunities. Use when a user asks to review, map, or improve a workflow and wants concrete next steps with effort/impact tradeoffs.
    567 repo stars
86. ▌
    Truth Finder · majiayu000 bundle

    Fact verification, source validation, confidence scoring
    567 repo stars
87. ▌
    Understand Explain · majiayu000 bundle

    Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
    567 repo stars
88. ▌
    Wordpress Site Dna · majiayu000 bundle

    Archaeological analysis of WordPress sites. Detects all page builders, audits plugins (active vs dead weight), maps content structure, finds orphaned shortcodes, measures performance, and assesses security posture. Use when user says "analyze my wordpress site", "wordpress site audit", "site dna", or "check my wordpress health".
    567 repo stars
89. ▌
    Youtube Summarizer · majiayu000 bundle

    Automatically fetch YouTube video transcripts, generate structured summaries, and send full transcripts to messaging platforms. Detects YouTube URLs and provides metadata, key insights, and downloadable transcripts.
    567 repo stars
90. ▌
    API Versioning Strategy · majiayu000 bundle

    Implements API versioning using URL paths, headers, or query parameters with backward compatibility and deprecation strategies. Use when managing multiple API versions, planning breaking changes, or designing migration paths.
    567 repo stars
91. ▌
    Backend API Development · majiayu000 bundle

    Build and optimize Node.js, Express, and Python backend services. USE THIS for API design, server setup, middleware, authentication, database connection, error handling, and microservices. Include when user mentions backend, API endpoints, server setup, database queries, authentication, or building REST/GraphQL APIs.
    567 repo stars
92. ▌
    Clinicaltrials Database · majiayu000 bundle

    Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.
    567 repo stars
93. ▌
    Frappe Impl Whitelisted · majiayu000 bundle

    Use when building API endpoints with @frappe.whitelist() in Frappe. Covers endpoint design, permission patterns, error handling, client integration, file uploads, background jobs, rate limiting, REST API testing, and migration from Server Scripts to whitelisted methods. Prevents permission bypasses, SQL injection, and data exposure. Keywords: how to create API, build REST endpoint, frappe.call, frappe.whitelist, API permission, guest API, secure endpoint, rate limiting, curl testing, frm.call.
    567 repo stars
94. ▌
    Free Geocoding And Maps · majiayu000 bundle

    Geocode addresses and get map data using free OpenStreetMap Nominatim API. Use when: (1) Converting addresses to coordinates, (2) Reverse geocoding coordinates to addresses, (3) Location-based features, or (4) Validating addresses.
    567 repo stars
95. ▌
    GRAPHQL Schema Designer · majiayu000 bundle

    Designs GraphQL schemas with types, queries, mutations, subscriptions, resolvers, and DataLoader patterns for efficient data fetching. Use when users request "GraphQL API", "schema design", "GraphQL setup", "resolvers", or "Apollo Server".
    567 repo stars
96. ▌
    Openapi Schema Patterns · majiayu000 bundle

    Advanced OpenAPI schema patterns including allOf, naming hierarchies, and context separation
    567 repo stars
97. ▌
    Assign Offline Profile · majiayu000 bundle

    Use when the user needs to bind users or teams to a Mobile Offline Profile so they actually receive offline sync on their devices. Without this, the profile exists in Dataverse but no one's app uses it.
    567 repo stars
98. ▌
    Deepline Plays Improve · majiayu000 bundle

    Use this skill when a Deepline Play needs human review, evaluation against golden labels, or bounded iterative improvement. Triggers on “put this run in a Sheet,” “review these results,” “read my feedback,” “compare this run to the golden set,” “evaluate this play,” “optimize this play,” or “add the revised run to the same spreadsheet.” It covers fresh Google Sheets feedback reads, durable Play Dataset exports, golden-set discipline, and safe iteration through `deepline tools execute`. Skip ordinary CSV export with no review or evaluation loop.
    567 repo stars
99. ▌
    Ppt Roadshow Generator · majiayu000 bundle

    PPT 路演视频全流程生成器，支持品牌风格学习、智能配音、音效音乐、字幕和一键视频合成。可一次性生成 15-100 页风格统一的完整路演视频。
    567 repo stars
100. ▌
     Shell Process Patterns · majiayu000 bundle

     Safely start, supervise, and terminate shell processes: background jobs, PID capture, signals, traps, cleanup verification.
     567 repo stars