Claude Skills by majiayu000

Check inventory coverage against demand forecast for a product

View demand forecast for a product over a specified time horizon

Use to stress-test predictions by assuming they failed and working backward to identify why. Invoke when confidence is high (>80% or <20%), need to identify tail risks and unknown unknowns, or want to widen overconfident intervals. Use when user mentions premortem, backcasting, what could go wrong, stress test, or black swans.

Model best-case, worst-case, and likely revenue scenarios with sensitivity analysis for strategic planning

用美債殖利率曲線利差（如 2Y-10Y）建立「領先關係」，推估未來一段時間內成長股（Nasdaq 100）相對防禦股（Healthcare/XLV）的相對績效方向與幅度。

Predict likely next developments from internal development patterns (git history, archobs clusters) and external signals (intel feeds). Use when you need forward-looking intelligence — what's GOING to happen, not what already happened. NOT for gathering raw signals (use intel); NOT for architecture analysis (use archobs); NOT for implementation planning (use plan).

Mine transcripts into learnings.

Mine transcripts into learnings.

Triggers: architecture review, FPF, functional programming framework, systems architecture Architecture review using FPF (Functional Programming Framework) methodology. Evaluates codebases through functional, practical, and foundation perspectives. Use when: conducting architecture reviews, evaluating system design DO NOT use when: simple code reviews, bug fixes, documentation updates

Evaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate. Run quarterly or every 20 cycles.

Analyze ENCODE functional genomics screens including CRISPR screens, MPRA (Massively Parallel Reporter Assays), and STARR-seq. Find screen data in ENCODE, process results, identify functional elements, and integrate with epigenomic annotations.

Analyze ENCODE functional genomics screens including CRISPR screens, MPRA (Massively Parallel Reporter Assays), and STARR-seq. Find screen data in ENCODE, process results, identify functional elements, and integrate with epigenomic annotations.

Build funnel analysis builder operations. Auto-activating skill for Data Analytics. Triggers on: funnel analysis builder, funnel analysis builder Part of the Data Analytics skill category. Use when working with funnel analysis builder functionality. Trigger with phrases like "funnel analysis builder", "funnel builder", "funnel".

Analyze user conversion funnels, calculate step-by-step conversion rates, create interactive visualizations, and identify optimization opportunities. Use when working with multi-step user journey data, conversion analysis, or when user mentions funnels, conversion rates, or user flow analysis.

'Purpose: expand each benchmark item’s acceptable ground-truth tools

This is a repo-local copy of the Codex skill located at:

'Use this skill when you want an agent to review all benchmark queries

Extract health and fitness data from Garmin Connect including activities, sleep, heart rate, stress, steps, and body composition. Use when the user asks about their Garmin data, fitness metrics, sleep analysis, or health insights.

Extract health and fitness data from Garmin Connect including activities, sleep, heart rate, stress, steps, and body composition. Use when the user asks about their Garmin data, fitness metrics, sleep analysis, or health insights.

Collect and synthesize all daily archives for a given week. Returns aggregated data including wins, insights, people interactions, and completeness status.

Audits the DSA problem bank for coverage gaps and proposes new YAML entries. Use when refreshing the problem bank during update-plugins runs.

Generate a markdown summary report from candidate_profile.csv with statistics and insights

Fetch current and historical crypto prices and compute ATH or ATL over common time windows.

Analyzes git repositories to provide insights about code changes, commit

Analyzes git repositories to provide insights about code changes, commit

Analyzes git repositories to provide insights about code changes, commit

Search codebase and git history for keywords. Use when investigating code changes, finding where features were added, or tracking down when bugs were introduced.

Use this skill when you need to understand the historical context and evolution of code changes, trace the origins of specific code patterns, identify key contributors and their expertise areas, or analyze patterns in commit history. This agent excels at archaeological analysis of git repositories to provide insights about code evolution and development patterns.

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。

GitHub Trending 探索与分析。用于发现热门开源项目、技术趋势、开发者偏好，帮助理解技术社区的兴趣走向。

GitHub Trending 探索与分析。用于发现热门开源项目、技术趋势、开发者偏好，帮助理解技术社区的兴趣走向。

Problem-solving strategies for gradient methods in optimization

PROACTIVELY query the code graph database to understand relationships and impact of changes. Use this skill WHEN READING any file to understand context, when searching for files, when exploring the codebase, or when you need to understand what depends on a component. This is your primary tool for understanding code structure and avoiding breaking changes.

Interactive knowledge graph analysis. Routes natural language questions to graph scripts, interprets results in domain vocabulary, and suggests concrete actions. Triggers on "/graph", "/graph health", "/graph triangles", "find synthesis opportunities", "graph analysis".

Surface and validate assumptions before committing to action. Pop up, look around, report what's real and what's assumed, then persist the validated ground for future sessions.

Analyze codebase with parallel mapper agents to produce .planning/codebase/ documents

Display project statistics — phases, plans, requirements, git metrics, and timeline

Traces decisions and requirements through GSD artifacts. Use when user asks "why did we...", "what happened to...", or mentions decision history.

Traces decisions and requirements through GSD artifacts. Use when user asks "why did we...", "what happened to...", or mentions decision history.

Gene Set Enrichment Analysis using clusterProfiler gseGO and gseKEGG. Uses a ranked gene list to find coordinated changes in gene sets without requiring arbitrary significance cutoffs. Detects subtle but coordinated expression changes.

Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware: breaks down per-person contributions with praise and growth areas. Use when asked to "weekly retro", "what did we ship", or "engineering retrospective". Proactively suggest at the end of a work week or sprint.

Weekly engineering retrospective. Analyzes commit history, work patterns, and code quality metrics with persistent history and trend tracking. Team-aware: breaks down per-person contributions with praise and growth areas. Use when asked to "weekly retro", "what did we ship", or "engineering retrospective". Proactively suggest at the end of a work week or sprint.

Guru — Investigación técnica con Context7 + codebase

Search Hacker News stories and comments using the free Algolia API. No Apify token needed. Use when you need to find HN discussions, track mentions, discover Show HN launches, or monitor tech community sentiment.

联网查证 Claude Code 官方文档、GitHub Issues、Changelog，确认 API 或功能的最新状态并评估对架构的影响

View and analyze Hawk evaluation results. Use when the user wants to see eval-set results, check evaluation status, list samples, view transcripts, or analyze agent behavior from a completed evaluation run.

Applies the Orion’s Arm Hazard Rating scale (0-10) to any described scenario, adapting where applicable and avoiding anachronistic terminology.

分析健康数据，计算健康评分并识别异常指标

分析一段时间内健康数据的趋势和模式。关联药物、症状、生命体征、化验结果和其他健康指标的变化。识别令人担忧的趋势、改善情况，并提供数据驱动的洞察。当用户询问健康趋势、模式、随时间的变化或"我的健康状况有什么变化？"时使用。支持多维度分析（体重/BMI、症状、药物依从性、化验结果、情绪睡眠），相关性分析，变化检测，以及交互式HTML可视化报告（ECharts图表）。

---name: hemoglobinopathy-analysis-agent