majiayu000
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- ▌ Bio Alignment Statistics · majiayu000 bundleCalculate alignment statistics including sequence identity, conservation scores, substitution matrices, and similarity metrics. Use for comparing alignment quality, measuring sequence divergence, and analyzing evolutionary patterns.
- ▌ Analyze Architecture · majiayu000 bundleUse this skill when you need to analyze code changes from an architectural perspective, evaluate system design decisions, or ensure that modifications align with established architectural patterns. This includes reviewing pull requests for architectural compliance, assessing the impact of new features on system structure, or validating that changes maintain proper component boundaries and design principles.
- ▌ Analyze Content Gaps · majiayu000 bundleIdentify content gaps and organizational opportunities. Analyzes missing content areas, redundancies, and consolidation opportunities.
- ▌ Analyze Dependencies · majiayu000 bundleAnalyze PR dependencies, trace import/export relationships, identify breaking changes, and map ripple effects across the codebase. Use during code reviews to understand how changes impact consumers, detect circular dependencies, and assess package dependency changes.
- ▌ Baoyu Wechat Summary · majiayu000 bundleSummarizes WeChat group chat highlights into a structured digest using the local wx-cli binary (https://github.com/jackwener/wx-cli). Generates a normal digest by default; a roast (毒舌) version is opt-in. Maintains per-group history (history.json + history-digests.jsonl) and per-user profiles across runs, with privacy guardrails baked in. Use when the user asks to "总结群聊", "群聊精华", "群聊摘要", "summarize group chat", "group chat digest", mentions a WeChat group name with a time range, says "帮我看看 XX 群最近聊了什么", "XX 群有什么值得看的", or asks to "回溯画像" / "初始化画像" / "backfill profiles". Adds the roast version when the user says "毒舌版", "roast 版", "再来个毒舌的", or similar.
- ▌ Couple Weekly Report · majiayu000 bundleGenerate weekly relationship health report showing affect ratios and repair rates for both partners across 3 weeks (current + 2 prior) with message quotes.
- ▌ Pie Dimensional Analysis · majiayu000 bundleMathematical verification for physical calculations: unit tracking algebra (exponent maps), PhysicalQuantity pattern for compound units, SI/Imperial mixed-unit handling, Buckingham pi theorem for dimensionless groups, and common engineering dimensionless numbers. Activates for unit verification, dimensional consistency checks, scaling analysis, and calculation validation across all infrastructure domains.
- ▌ Emerging Topic Scout · majiayu000 bundleMonitor bioRxiv/medRxiv preprints and academic discussions to identify emerging research hotspots before they appear in mainstream journals
- ▌ Experimental Methods · majiayu000 bundleExperimental methods for physics including measurement, uncertainty analysis, and experimental design. Covers the scientific method applied to physics, the SI unit system, significant figures, uncertainty and error analysis (systematic vs. random, propagation of uncertainty), dimensional analysis (Buckingham Pi theorem), experimental design (controls, variables, reproducibility), data analysis (linear regression, chi-squared, curve fitting), lab safety, landmark physics experiments (Millikan, Cavendish, photoelectric effect, Michelson-Morley), graphical analysis, and order-of-magnitude estimation (Fermi problems). Use when designing experiments, analyzing data, reporting measurements, or making back-of-the-envelope estimates.
- ▌ Freightclub Analysis · majiayu000 bundleFreightClub/ShipStation Shipping Data Analysis v3.0 - Enhanced with Revenue Architect rubrics. Triggers on: "freightclub analysis", "shipping data analysis", "PLD analysis", "shipstation export" Use when: Customer provides shipping data export for rate analysis or FirstMile opportunity assessment.
- ▌ Galaxy Query Rewrite · majiayu000 bundleUse this skill when you want an agent to review all benchmark queries and rewrite any that are:
- ▌ Gemini Deep Research · majiayu000 bundleRun Gemini deep research to analyze and synthesize web sources into a comprehensive report. Invoked with a research query as argument.
- ▌ Github Deep Research · majiayu000 bundleConduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces structured markdown reports with executive summaries, chronological timelines, metrics analysis, and Mermaid diagrams. Triggers on Github repository URL or open source projects.
- ▌ Google Deep Research · majiayu000 bundleGoogle Gemini Deep Research APIを使用して包括的なディープリサーチを実行するスキル。ユーザーが特定のテーマについて深層的な調査、市場分析、技術リサーチ、文献調査等を要求する場合に使用する。
- ▌ Graph Interpretation · majiayu000 bundleUse when interpreting scientific graphs and charts, explaining data visualizations for research presentations, writing figure captions for publications, or analyzing trends in clinical research data. Converts complex visual data into clear, accurate explanations for academic papers, clinical reports, and public presentations.
- ▌ Holomorphic Dynamics · majiayu000 bundleEducational pack for holomorphic dynamics, complex iteration, fractal geometry, and data-driven dynamics (DMD/Koopman). Use this skill when the user asks about: complex dynamics, iteration on the complex plane, Julia sets, Mandelbrot sets, fixed points and stability, period doubling, bifurcation, topology of the complex plane, DMD (Dynamic Mode Decomposition), Koopman operator theory, skill dynamics as a dynamical system, fractal rendering, escape-time algorithms, or connections between dynamics and deep learning.
- ▌ Info Feed Aggregator · majiayu000 bundle多源信息聚合与精炼报告工具。从学术数据库(arXiv、Semantic Scholar、IEEE Xplore、Crossref) 和社交媒体(微信公众号、小红书、RSS)聚合搜索结果,经去重评分后生成精炼分析报告(PDF), 包含方向分类、核心贡献提炼、趋势分析与推荐精读。 触发词:搜论文、学术搜索、信息聚合、论文监控、搜公众号、feed、aggregate
- ▌ Integrative Analysis · majiayu000 bundlePlan and execute integrative analysis combining multiple ENCODE experiments for cross-dataset or multi-omic workflows. Use when the user wants to combine experiments, perform cross-dataset comparison, multi-omic integration, peak overlap analysis, differential binding, signal correlation, chromatin state segmentation, enhancer-gene linkage, or any analysis that requires merging or comparing data from two or more ENCODE experiments. Covers same-assay cross-sample, multi-omic same-sample, cross-organism, and perturbation integration designs. Guides compatibility checks, batch effect detection, normalization, integration strategy selection, and provenance documentation.
- ▌ Longbridge Investors · majiayu000 bundleSEC 13F fund-manager–centric view via Longbridge — top-50 active institutional investors by AUM, a specific manager's full portfolio snapshot (by CIK), and quarter-over-quarter holding changes (NEW / ADDED / REDUCED / EXITED). US stocks only. Different from longbridge-flows (stock-centric: who holds a symbol); this skill is manager-centric. Triggers: "基金经理持仓", "机构持仓排名", "大基金持仓", "巴菲特持仓", "贝莱德持仓", "13F基金视角", "基金经理排名", "AUM排名", "季度持仓变化", "基金經理持倉", "機構持倉排名", "大基金持倉", "13F基金視角", "季度持倉變化", "fund manager holdings", "institutional investor", "13F portfolio", "Berkshire holdings", "BlackRock positions", "fund manager ranking", "AUM ranking", "quarterly position changes", "CIK lookup".
- ▌ Longbridge Operating · majiayu000 bundleQuarterly and annual operating data for listed companies via Longbridge Securities — revenue, net income, EPS, ROE, gross margin, and other KPIs broken down by reporting period. Complements longbridge-fundamental with period-by-period trend detail. Note: currently returns data for HK-listed stocks only; US and A-share symbols return empty results. Triggers: "经营数据", "运营指标", "分季度财务", "经营情况", "季度营收", "季度利润", "财务趋势", "经營數據", "運營指標", "分季度財務", "季度營收", "季度利潤", "operating data", "quarterly financials", "operating indicators", "quarterly revenue", "quarterly profit", "financial trend by period", "700.HK operating", "按期次财务", "按期次財務".
- ▌ Longbridge Portfolio · majiayu000 bundleAccount-level analysis via Longbridge — total market value, cash share, period P&L, single-stock contribution ranking, industry distribution, currency exposure, historical P/L curve. Requires longbridge login with trade scope. Triggers: "我账户表现", "我本月浮盈", "我哪只股票贡献最多", "我组合配置", "我货币暴露", "我账户行业分布", "账户全貌", "我賬戶表現", "我本月浮盈", "我哪隻股貢獻最多", "我貨幣暴露", "我賬戶行業分佈", "my account performance", "monthly P&L", "biggest contributor", "portfolio breakdown", "currency exposure", "industry mix", "account-level analysis".
- ▌ Longbridge Tech Hype · majiayu000 bundleTech hype vs. fundamentals analysis via Longbridge — identifies valuation bubbles and fundamental disconnects in A-share / HK tech stocks. Compares PE / PS / EV-EBITDA historical percentile against actual revenue / profit growth. Analyses which AI / EV / semiconductor theme plays have fundamental support vs. pure sentiment-driven momentum. Triggers: "科技炒作", "AI泡沫", "估值泡沫", "科技估值", "概念股", "主题炒作", "基本面背离", "炒作识别", "科技泡沫", "科技炒作", "AI泡沫", "估值泡沫", "科技估值", "概念股", "主題炒作", "基本面背離", "tech hype", "AI bubble", "valuation bubble", "tech valuation", "theme stocks", "hype vs fundamentals", "concept stocks", "narrative vs reality", "AI concept", "semiconductor bubble".
- ▌ Longbridge Technical · majiayu000 bundleCore technical-indicator signal engine for stocks listed in HK / US / A-share / Singapore via Longbridge Securities. Computes and interprets MACD, KDJ, RSI, Bollinger Bands, EMA, ADX, and OBV from OHLCV data; combines multi-dimensional votes (trend / mean-reversion / volume-price) to produce a composite buy / sell / neutral signal. Triggers: "技术指标", "MACD", "KDJ", "RSI", "布林带", "布林线", "EMA", "ADX", "OBV", "金叉", "死叉", "超买", "超卖", "技术分析", "趋势指标", "量价", "技術指標", "布林帶", "技術分析", "超買", "超賣", "technical indicator", "MACD signal", "KDJ overbought", "RSI oversold", "Bollinger Bands", "moving average", "golden cross", "death cross", "technical analysis".
- ▌ Longbridge Valuation · majiayu000 bundleValuation analysis for a single stock via Longbridge — current PE / PB / PS / EV-EBITDA snapshot, historical percentile (1–3 years), industry median + relative premium, industry rank. Triggers: "估值贵不贵", "是不是被低估", "PE 历史百分位", "PB 分位", "行业溢价", "行业折价", "X 现在适合买不", "估值水平", "估值貴不貴", "是否被低估", "PE 歷史分位", "行業溢價", "行業折價", "is X expensive", "is X undervalued", "PE percentile", "industry valuation premium", "valuation snapshot".
- ▌ Lp Sell Funnel Audit · majiayu000 bundleAudit a live sales funnel with rendered browser evidence, not DOM inference alone. Verifies mobile and fullscreen booking paths, captures screenshots, critiques stale reviews against the live site, writes a dated sales audit artifact, and updates SELL-08 activation evidence.
- ▌ Mental Model Library · majiayu000 bundleUse when a problem spans multiple disciplines or when single-domain thinking has produced stale analysis—applies Munger's latticework of mental models across physics, biology, and psychology.
- ▌ Meta Protocol Writer · majiayu000 bundleGenerates a PROSPERO-compliant Meta-analysis protocol based on Title and PICOS. Use when the user wants to write a protocol for a systematic review or meta-analysis.
- ▌ Nw Dossier Templates · majiayu000 bundleJSON schemas for Person and Company dossiers, Admiralty Code source rating framework, output format specifications, and executive summary generation guidelines.
- ▌ Nw Entity Resolution · majiayu000 bundleCross-platform identity matching techniques for resolving entities across multiple OSINT sources, with confidence scoring framework, blocking strategies, and LLM-assisted validation.
- ▌ Offer Diamond Review · majiayu000 bundleEvaluates Offer Diamonds for BlackBelt coaches using Ed Dale's frameworks. Produces Facebook-ready feedback comments.
- ▌ Plot Points Analyzer · majiayu000 bundleAnalyze story plot points, identify key plots and turning points. Suitable for deep analysis of plot structure, evaluating plot development effectiveness
- ▌ Project Stage Detect · majiayu000 bundleAutomatically analyze project state, detect stage, identify gaps, and recommend next steps based on existing artifacts.
- ▌ Rca Causal Inference · majiayu000 bundleMathematical foundations of root cause analysis using Judea Pearl's Structural Causal Models (SCMs), do-calculus, counterfactual reasoning, Bayesian networks for fault diagnosis, graph-theoretic centrality for fault localization, information-theoretic methods (transfer entropy, mutual information), and Granger causality. Use when the incident involves quantifiable observational data, when you need to distinguish correlation from causation, when you want to compute "what would have happened if we had done X instead," or when building automated fault-detection systems that reason about cause rather than pattern-match on symptoms.
- ▌ Research To Practice · majiayu000 bundleTransform academic research insights into practical workflow optimizations
- ▌ SEO Traffic Analyzer · majiayu000 bundleAnalyze a website's SEO visibility, keyword rankings, traffic estimates, and competitive positioning. Uses web search probes, SimilarWeb (free tier via web), and site: queries to build an SEO profile without requiring paid tool subscriptions. Useful for competitive intel, gap analysis, and reverse-engineering a company's organic acquisition strategy.
- ▌ Shell Scenario Panel · majiayu000 bundleShell methodology scenario planning with worldview elicitation, external scenario construction, actor-relative impact analysis, and rigorous documentation. Use when exploring futures, uncertainty, preparedness, positioning, or other decisions that benefit from multi-scenario reasoning.
- ▌ Spec Driven Research · majiayu000 bundleCapture, persist, and query research findings across sessions through a 7-phase workflow with structural anti-skip enforcement. Transforms web research, competitive analysis, technology evaluations, and market research into structured documents that survive session restarts. Prevents token optimization bias through per-phase reference loading, checkpoint persistence, Execute-Verify-Record enforcement, and artifact verification. Use when conducting competitive analysis, evaluating technologies, researching markets, planning integrations, or investigating architecture patterns. Always use this skill when the user runs /research or mentions research capture, knowledge persistence, or structured research documentation.
- ▌ Statistical Modeling · majiayu000 bundleRegression analysis, ANOVA, generalized linear models, Bayesian methods, and model selection. Covers the full modeling workflow from problem formulation through diagnostics -- linear regression, logistic regression, Poisson regression, mixed-effects models, prior specification, posterior inference, AIC/BIC comparison, cross-validation for model selection, and assumption checking. Use when fitting models, testing hypotheses, or selecting among competing statistical explanations.
- ▌ Stellar Spectroscopy · majiayu000 bundleStellar spectral analysis from first light to chemical abundance. Covers continuum emission and absorption, the OBAFGKM classification sequence, luminosity classes, line identification, Doppler shifts, curve-of-growth abundance analysis, and the astrophysical conclusions that follow from a spectrum. Use when classifying a star, measuring radial velocity, inferring composition or temperature, or teaching why the Sun is mostly hydrogen.
- ▌ Survival Analysis Km · majiayu000 bundleKaplan-Meier survival analysis with log-rank tests, Cox regression, and publication-ready survival curves for clinical and biological research.
- ▌ Tool Market Research · majiayu000 bundleWeb Toolbox 市场调研与用户痛点挖掘。通过搜索 Reddit、Hacker News、TikTok、Product Hunt、 Google Trends 等平台,发现高流量在线工具机会、用户吐槽的痛点、竞品流量数据,生成可落地的 新工具建议报告。使用此 skill 当用户提到:(1) 调研新工具机会 (2) 挖掘用户痛点 (3) 分析 竞品流量 (4) 更新工具箱 ROADMAP (5) "做一次市场调研" (6) "今天有什么新发现" (7) /research 或 /调研
- ▌ Understand Knowledge · majiayu000 bundleAnalyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic clustering.
- ▌ Validate Paper Links · majiayu000 bundleValidate paper note links against actual paper references and influence
- ▌ Verify Proposed Diag · majiayu000 bundleVerify a proposed architecture diagram against the actual codebase, selectively checking existing vs new components. Use when user says "verify proposed diagram", "verify proposed diag", "check proposed architecture", or after running /plan-arc.
- ▌ AWS Sdk Java V2 Messaging · majiayu000 bundleProvides AWS messaging patterns using AWS SDK for Java 2.x for SQS queues and SNS topics. Handles sending/receiving messages, FIFO queues, DLQ, subscriptions, and pub/sub patterns. Use when implementing messaging with SQS or SNS.
- ▌ Azure AI Contentsafety Py · majiayu000 bundleAzure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification. Triggers: "azure-ai-contentsafety", "ContentSafetyClient", "content moderation", "harmful content", "text analysis", "image analysis".
- ▌ Azure AI Contentsafety TS · majiayu000 bundleAnalyze text and images for harmful content with customizable blocklists.
- ▌ Contact Finder Contactout · majiayu000 bundleFind emails, phone numbers, and enrich profiles using ContactOut. LinkedIn enrichment, people search, company enrichment, and batch operations.
- ▌ Fabric REST API Remediate · majiayu000 bundleDiagnose and resolve Microsoft Fabric REST API errors including HTTP 401 Unauthorized, 403 Forbidden, 404 Not Found, 429 Throttling, and 5xx server errors. Use when debugging Fabric API authentication failures, Entra ID token issues, insufficient scopes, throttling/rate limiting, long running operation (LRO) polling failures, pagination problems, service principal configuration, or capacity API errors. Covers PowerShell and C# remediate workflows against api.fabric.microsoft.com.
- ▌ Frappe Syntax Whitelisted · majiayu000 bundleUse when creating Frappe Whitelisted Methods (Python API endpoints) for v14/v15/v16. Covers @frappe.whitelist() decorator, frappe.call/frm.call invocations, permission checks, error handling, response formats, and client-server communication. Keywords: whitelisted, API endpoint, frappe.call, frm.call, REST API, @frappe.whitelist, allow_guest.
- ▌ Hyperlocal Weather Precip · majiayu000 bundleHyperlocal weather data - precipitation, temperature, wind, soil moisture and more
- ▌ Ln 775 API Docs Generator · majiayu000 bundleConfigures Swagger/OpenAPI documentation for backend APIs. Use when adding interactive API docs to a project.
- ▌ Pagination Implementation · majiayu000 bundlePagination patterns for LIST operations including offset/limit and token-based
- ▌ Pubfi Dsl Server Contract · majiayu000 bundleUse when defining or validating the server-side contract for PubFi DSL requests, including schema validation, aggregation mapping, limits, and response envelopes.
- ▌ Interactive Menu Builder · majiayu000 bundleBuild multi-level interactive CLI menus for bash scripts
- ▌ Turtle Signal · majiayu000 bundle基于原版海龟交易法(Turtle Trading)的量化信号扫描与仓位计算工具。通过 longbridge CLI 获取 A股 / 港股 / 美股 / 新加坡股的行情数据,自动计算 ATR(N 值)、突破信号(System 1 / System 2)、止损价、加仓点和 Unit 仓位大小。 Use when users mention 海龟、turtle、海龟交易、海龟信号、turtle signal、turtle trading, or ask about 突破信号(breakout)、ATR、N值、Unit仓位、止损价、加仓点、S1/S2信号、20日高点/低点、55日突破, or request to scan watchlist/index for trading signals using the turtle system. Also triggers when users say "扫描突破信号", "帮我算Unit", "海龟止损", "海龟系统分析", or any variation combining a stock name/code with "海龟". **适用场景:** - 每日收盘后扫描突破信号(20日/55日高低点突破) - 计算单股或批量标的的 ATR、止损价、加仓点 - 根据账户净值计算合理仓位(Unit)大小 - 判断现有持仓是否触发出场或加仓条件 - 扫描自选股 / 指数成分股的海龟信号 **不适用:** - 基本面分析(海龟系统纯技术面) - 预测价格涨跌方向 - 自动下单(仅输出信号,用户自行操作) - A股/港股/新加坡股做空开仓操作
- ▌ Opencrow Utility Toolbox · majiayu000 bundleUse the OpenCROW utility stack for shell-heavy CTF workflows. Use when Codex needs `jq`, `yq`, `xxd`, `tmux`, `screen`, `rg`, or `fzf` to glue a larger workflow together.
- ▌ Shell Script Development · majiayu000 bundleThis skill should be used when the user asks to "create a bash script", "write a shell script", or mentions shell scripting conventions.
- ▌ Three Body Video Creator · majiayu000 bundle《三体》赛道AI视频创作工具,提供结构化的多智能体协作流程、素材生成与视频合成,涵盖选题深化、视觉设计、音频生成、视频制作全流程
- ▌ Tiktok Influencer Finder · majiayu000 bundleFind TikTok influencers using Apify's Influencer Discovery Agent. Use when the user wants to discover TikTok creators or influencers in any niche.
- ▌ Wechat Hotspot Publisher · majiayu000 bundle智能采集热点话题,10分制筛选优质选题,AI生成爆款内容(标题/封面/标签/图片/HTML排版),支持素材上传和草稿箱发布,一键发布到微信公众号、小红书、B站等多平台
- ▌ Youtube Apify Transcript · majiayu000 bundleFetch YouTube transcripts via APIFY API. Works from cloud IPs (Hetzner, AWS, etc.) by bypassing YouTube's bot detection. Free tier includes $5/month credits (~714 videos). No credit card required.
- ▌ Business Idea Finder · majiayu000 bundleFind, validate, and document business ideas through problem signal mining, competitor analysis, SWOT analysis, and Business Model Canvas generation. Use when searching for business opportunities or creating complete business briefs.
- ▌ Early Hiring Advisor · majiayu000 bundleUse this skill when users need to make early hires, build their founding team, determine compensation/equity, decide who to hire first, or scale from founders to first employees. Activates for "who should I hire first," "early hiring," "equity for employees," or team building questions.
- ▌ Etsy Print On Demand · majiayu000 bundlePOD integration — Printful, Printify, mockups, niche selection, margin optimization
- ▌ Faion Idea Discovery · majiayu000 bundleStartup idea generation and business niche research. Brainstorm ideas, research pain points, evaluate niches, validate problems. Use when starting new projects, exploring opportunities, or validating business ideas.
- ▌ Managing Dei Metrics · majiayu000 bundleStructures diversity, equity, and inclusion data collection with benchmarking and disclosure requirements. Use when analyzing DEI metrics, benchmarking diversity, or preparing DEI disclosures.
- ▌ New Rep Ramp Tracker · majiayu000 bundleTrack a new rep's ramp progress against team benchmarks at the same tenure, helping managers spot early if someone is ahead, on track, or falling behind.
- ▌ Pipedrive Automation · majiayu000 bundleAutomate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
- ▌ Substack Notes Scraper · majiayu000 bundleScrapes a Substack Notes page and exports engagement data to a formatted .xlsx file. Use when asked to download, analyse, or export Substack Notes performance data including likes, comments, and restacks. Produces a formatted spreadsheet with conditional formatting, summary stats, and per-note engagement metrics.
- ▌ Suede Launch Packaging · majiayu000 bundlePackage finished work so people can use it: README, docs, install commands, proof links, QA, release copy, and handoff notes.
- ▌ Threads Keyword Search · majiayu000 bundleSearches Threads posts by keyword or hashtag and returns matching posts with engagement metrics, extracted from SSR-embedded JSON. Use when user asks to search Threads posts, find Threads content by topic, scrape Threads search results, collect Threads posts about a keyword, monitor Threads hashtag activity, pull Threads posts mentioning a term, gather Threads content by hashtag, search for posts on Threads, extract Threads search feed, get trending posts on Threads, find Threads discussions about a subject, or fetch recent or top Threads posts by keyword.
- ▌ Threads Profile Search · majiayu000 bundleDiscovers Threads user accounts by keyword, extracting profile data including username, display name, verification status, biography, and follower count. Use when user asks to find Threads accounts, search Threads profiles, discover Threads users by keyword, look up Threads creators, find influencers on Threads, search for people on Threads, get Threads user details, collect Threads profile information, find accounts related to a topic on Threads, search Threads for accounts by name or keyword, or enumerate Threads users matching a search term.
- ▌ Trace To Skill Inducer · majiayu000 bundleUse when you have captured session evidence — session-retro / session- observatory-live traces in .planning/patterns/, tool logs, correction records — and want to induce a reusable skill from it. Segments the traces into candidate skill units (an LLM judgment, not a deterministic parse) and decomposes each candidate into a four-part structured spec: workflow structure, execution semantics, and runtime attachments (verification, safety, rollback, state). It emits a spec object, NOT a finished SKILL.md, and hands that spec to skill-forge. It sits between skill-integration (upstream frequency detector) and skill-forge (downstream author). Backed by Agent-Trace-to-Skill Induction (arxiv 2606.06893v1). Triggers on inducing a skill from captured traces, turning a repeated pattern into a skill spec, and preparing evidence for skill-forge.
- ▌ Trace To Training Data · majiayu000 bundleConvert evaluation traces and production logs into SFT examples and preference pairs. Use when graded traces or failure examples exist and need to become training data, when applying rejection sampling to model outputs, or when building DPO pairs from passing and failing runs.
- ▌ Twitter Profile Lookup · majiayu000 bundleLook up Twitter/X profiles - get bio, followers, tweets, and engagement
- ▌ Universal Quality Gate · majiayu000 bundleMulti-language code quality gate with auto-detection and linters.
- ▌ Vertical Home Services · majiayu000 bundleDomain-knowledge pack for home & field services (HVAC, plumbing, cleaning, landscaping) — the trades vocabulary, non-obvious pricing/dispatch rules, and field-crew realities a builder must know so home-services products aren't speced naive. Covers the four products this niche ships (dispatch, quoting, field-booking, reviews), how they wedge against ServiceTitan / Jobber / Housecall Pro, and the must-model entities (price book, membership, job window, multi-option quote). Applied by architect/pm during spec authoring so the schema and flows reflect how a trades shop actually runs, not a generic CRUD app.
- ▌ Vertical Hr Recruiting · majiayu000 bundleDomain-knowledge primer for the HR & recruiting vertical (ATS, onboarding, workforce scheduling, engagement). Applied by architect/pm during spec authoring so they aren't naive about hiring pipelines, the admitted offer→onboard data-carry gap, EEO/I-9 compliance, and shift-coverage rules. Stops the four products from being specced as generic CRUD when the domain has hard legal and workflow constraints.
- ▌ Walmart Keyword Search · majiayu000 bundleWalmart keyword search scraper: input a search keyword and page number, navigate to walmart.com search results, extract paginated product listings with itemId, url, title, brand, image, price, wasPrice, rating, reviewCount, availability, seller info, fulfillmentBadge, classType, and shortDescription. Use when user mentions walmart search, walmart keyword search, search walmart products, scrape walmart search results, walmart search scraper, walmart product search, search items on walmart, walmart search by keyword, walmart product listing, get walmart search data, extract walmart products, walmart search results scraper, walmart shop search, walmart catalog search, walmart product list by keyword, walmart browse by keyword. Also applies to price comparison research on walmart, finding walmart product URLs in bulk, monitoring walmart search rankings, collecting walmart product data by category keyword.
- ▌ Walmart Product Detail · majiayu000 bundleWalmart product detail page extractor: given a walmart.com product URL (walmart.com/ip/...), extract full product data including itemId, title, brand, model, UPC, price, wasPrice, currency, availability, category path, seller info, all images, shortDescription, longDescription, product highlights, full specifications as key-value map, color/size variants with item IDs, fulfillment options (shipping/pickup/delivery with dates), return policy, and review summary with rating breakdown. Use when user mentions walmart product detail, walmart item page, walmart product page, scrape walmart product, extract walmart item, walmart product data, walmart item details, walmart product info, walmart product scraper, walmart item scraper, walmart product URL, walmart ip URL, walmart.com/ip, walmart specifications, walmart product specs, walmart product images, walmart variants, walmart color options, walmart size options, walmart seller info, walmart return policy, walmart fulfillment options, walmart shipping info, walmar
- ▌ Woo Catalog Perfection · majiayu000 bundleDrive a WooCommerce catalog to an AI-readiness score of 90+ — an ordered fixlist loop that writes the missing images alt text, descriptions, brands, GTINs and category mappings, with a snapshot before every change.
- ▌ Benchmark Runner · majiayu000 bundleMulti-step workflow for running performance benchmarks on ccswarm.
- ▌ Eval Performance · majiayu000 bundleGuide for diagnosing and improving MSBuild project evaluation performance. Only activate in MSBuild/.NET build context. USE FOR: builds slow before any compilation starts, high evaluation time in binlog analysis, expensive glob patterns walking large directories (node_modules, .git, bin/obj), deep import chains (>20 levels), preprocessed output >10K lines indicating heavy evaluation, property functions with file I/O ($([System.IO.File]::ReadAllText(...))), multiple evaluations per project. Covers the 5 MSBuild evaluation phases, glob optimization via DefaultItemExcludes, import chain analysis with /pp preprocessing. DO NOT USE FOR: compilation-time slowness (use build-perf-diagnostics), incremental build issues (use incremental-build), non-MSBuild build systems. INVOKES: dotnet msbuild -pp:full.xml for preprocessing, /clp:PerformanceSummary.
- ▌ Gpu Benchmarking · majiayu000 bundleExpert skill for automated GPU performance benchmarking and regression detection. Design micro-benchmarks, measure kernel execution time with CUDA events, calculate achieved vs theoretical performance, generate comparison reports, detect regressions in CI/CD, and profile power/thermal characteristics.
- ▌ Lighthouse Audit · majiayu000 bundleRun Lighthouse performance audits against locally served pages and summarize key metrics. Use when the user asks to check Lighthouse scores, Core Web Vitals, or performance regressions for new or specified routes (local dev/preview), or to complement DevTools MCP performance traces.
- ▌ Maui Performance · majiayu000 bundlePerformance optimization guidance for .NET MAUI apps covering profiling, compiled bindings, layout efficiency, image optimization, resource dictionaries, startup time, trimming, and NativeAOT configuration. USE FOR: "performance optimization", "slow startup", "app performance", "compiled bindings", "layout optimization", "image optimization", "trimming", "NativeAOT", "profiling MAUI", "reduce app size", "startup time". DO NOT USE FOR: data binding syntax (use maui-data-binding), deprecated API migration (use maui-current-apis), or unit testing setup (use maui-unit-testing).
- ▌ Perf Investigate · majiayu000 bundleSelf-contained multi-phase performance investigation workflow for establishing baselines, locating hot paths, profiling, testing one-change optimizations, and making evidence-gated keep/stop decisions. Use when performance investigation, why is this slow, perf regression, profile and optimize, establish a performance baseline, investigate latency.
- ▌ Profile Coverage · majiayu000 bundleReview profiler instrumentation coverage and recommend new instrumentation points
- ▌ Review Criticals · majiayu000 bundleAudit every Critical section for necessity, scope, and duration — find stale or overly broad holds that block the main thread
- ▌ Nd Core · majiayu000 bundleUse when communicating with neurodivergent users — adapts response structure, clarity, and pacing for ADHD, autism, and other neurotypes. Recommended base for all nd-* skills.
- ▌ Process · majiayu000 bundleCORE learning workflow — use this whenever the user has a source note open (paper, post, book, lecture, course, clipping) and wants to extract knowledge, understand what they just read, or build it into their vault. Triggers on "process this note", "process this paper", "extract concepts", "what can I learn from this", "atomize this", "add this to my vault", "what's important here", or when the user shares a note and asks for help understanding it. Do NOT wait for an explicit /process command — if the user is engaging with a source note and wants to go deeper, this skill applies.
- ▌ Workout · majiayu000 bundleTrack workouts, log sets, manage exercises and templates with workout-cli. Supports multi-user profiles. Use when helping users record gym sessions, view history, or analyze strength progression.
- ▌ Af Plan Work Cycles · majiayu000 bundlePlan weekly work cycles and manage team capacity budgets. Use when prioritizing backlogs, scheduling issues into Linear cycles, or balancing workload across team members.
- ▌ Aget Review Project · majiayu000 bundleMid-flight review of active project plans. Assesses gate progress, V-test completion, blockers, and recommendations. Use to evaluate project health.
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- ▌ Estimation Planning · majiayu000 bundleProject estimation and scheduling techniques for software development. Covers work breakdown structures (WBS), critical path method (CPM), PERT three-point estimation, Gantt charts, resource leveling, Goldratt's critical chain project management (buffer management), story point estimation, planning poker, reference class forecasting (Kahneman/Flyvbjerg), cone of uncertainty, schedule compression (crashing vs. fast-tracking), milestone planning, dependency management, and Brooks's Law. Connects GSD wave execution planning as a practical estimation and scheduling framework.
- ▌ Kata Track Progress · majiayu000 bundleCheck project progress, show context, and route to next action (execute or plan). Triggers include "progress".
- ▌ Plan With Subagents · majiayu000 bundlePlan multi-step implementation tasks to minimize context usage and maximize parallelism. Automatically applies whenever plan mode is active.
- ▌ Planning With Files · majiayu000 bundleImplements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear.