Claude Skills by majiayu000

Help admins understand what's driving their Duo dismiss rate by analyzing dismiss patterns across reasons, signals, lead attributes, and rep behavior.

Post a weekly Duo Copilot performance report to a Slack channel, covering activity metrics for the current week and outcome/performance metrics over a 30-day rolling window.

Quick post-earnings analysis for portfolio holdings. Beat/miss, key metrics, thesis impact, estimate revision. Triggers on "earnings update", "quarterly results", "Q1/Q2/Q3/Q4 results", "post-earnings".

eBay review and feedback authenticity analyzer. Detect fake reviews, suspicious seller feedback patterns, and buyer manipulation. Includes time clustering detection, content similarity analysis, and eBay-specific red flag identification. No API key required.

Verifies relationships between a source text (e.g. Episode, Task) and existing Knowledge Graph lessons. Runs KNN/Hybrid search to find candidates, then uses LLM (scillm) to verify "verifies", "contradicts", or "related" stances with strict rationales.

Find mispriced markets by comparing to external models and data sources

At milestones, compare achievement vs human programmer time and cost. Keep it realistic.

Monitor bioRxiv/medRxiv preprints and academic discussions to identify

Research and extract an engineer's coding style, patterns, and best practices from their GitHub contributions. Creates structured knowledge base for replicating their expertise.

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.

Monitors enterprise account health, usage, and contract compliance. Alerts on low engagement, quota breaches, or churn risk.

Aggregate and analyze risks across construction project portfolio. Identify correlated risks, systemic exposures, and portfolio-level risk mitigation strategies.

Generate epic progress reports. Use for epic status, story tracking, blocker detection, and progress summaries.

Propagator-based parallel structure for exploiting knowledge differentials across domains using local scoped propagators and SplitMixTernary RNG.

This skill helps you query and analyze electricity market prices from

Systematically identify and categorize failure modes in evaluated traces using Truesight datasets and error-analysis tools. Use when quality issues are unclear, after major pipeline changes, or when incidents indicate drift.

This skill should be used when analyzing errors, stack traces, and logs to identify root causes and implement fixes.

This skill should be used when analyzing errors, stack traces, and logs to identify root causes and implement fixes.

วิเคราะห์ error patterns, หา root causes, และเสนอ systematic solutions

Generate a categorized error summary from server logs. Shows what's failing, frequency, severity, and recommendations. Use when troubleshooting system failures or before go-live checks.

Comprehensive project audit — health, architecture, phase retrospective, and codebase quality. Produces a scannable report with actionable recommendations.

When a user asks how long a task will take, requests a time estimate, or before starting any non-trivial coding task, immediately run scripts/estimate_task.py to analyze the codebase scope and provide a data-driven time estimate. Show the estimate breakdown, risk factors, and checkpoint recommendations without asking.

Competitor research — pricing comparison, bestseller analysis, differentiation strategy

Offsite Ads analysis — when to opt out, ROI tracking, fee impact on margins, attribution

Shop analytics — traffic sources, conversion rates, search terms, top listings performance

Generate evaluation report from session metrics, checkpoint evals, and pass@k data

Evaluate a generated diagram against a human reference using PaperBanana's VLM-as-Judge scoring.

Evaluate a generated diagram against a human reference using PaperBanana's VLM-as-Judge scoring.

Analyze a subject from five perspectives with assumption tracking and weighting. Use after research to examine all angles before critique.

Systematic evaluation and comparison of technologies, tools, frameworks, and approaches using weighted criteria and scoring matrices. Use when choosing between multiple technologies, vendor/tool selection, framework comparison, library selection, or architecture pattern selection.

Grade the quality and strength of veterinary evidence using a veterinary-specific evidence hierarchy. Textbooks carry more weight in veterinary medicine than in human medicine. Use when evaluating the reliability of clinical information.

'Use this skill as foundation for all evidence-based review workflows.

- When to Use

Analyzes a bug-fix commit or PR and produces a structured Root Cause Analysis report covering what went wrong, why, and what guardrails failed.

Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"

Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]"

Use Exa AI for neural search, content retrieval, and automated deep research. Requires EXA_API_KEY.

Executes semantic web search via Exa AI Python CLI. Use when searching for current information, code examples, API documentation, finding similar pages, or generating AI answers with citations. Supports fast/deep/neural search.

'description: Produce existingsolutionmap.md to ground task generation

Systematically analyze experiment failures and optimization setbacks to identify root causes and define validation plans before abandonment decisions.

How to read experiment results without fooling yourself. Confidence intervals, p-values, multiple testing, sequential testing, CUPED, heterogeneous treatment effects, ratio metrics, network effects, dashboard reconciliation, and the interpretation failures that produce confidently wrong shipping decisions.

Explain whatever the user is pointing at right now in plain language: a pending question, a piece of code, an error, a command output, or an artifact like a plan or findings report. Use when the user asks to \"explain this\", \"what am I being asked\", \"what's happening right now\", \"help me understand this\", \"what does this mean\", \"what does this error mean\", \"what is this code doing\", or \"what do these options mean\".

Explain what a piece of code does — a specific file, class, or method in close detail, or a user-facing flow as a concise system overview. What it does and why, not whether it's good.

Codebase exploration techniques for rapid discovery, architecture analysis, pattern detection, and dependency mapping.

Code exploration strategies for understanding unfamiliar codebases. Use when exploring unknown code, debugging, or analyzing architecture.

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scien...

Meta-skill for internal codebase exploration at varying depths (quick/deep/architecture)

Find all files relevant to a query with orthogonal exploration for comprehensive coverage. Returns topic-specific overview + file list with line ranges. Uses parallel agents for thorough+ levels to ensure nothing is missed.

You are an expert codebase exploration specialist with deep understanding

Read-only codebase exploration: discovery, structural reading, and emission of architecture/pattern/tooling/dependency summaries. Use to understand existing code, map files, trace function flow, locate symbols, or build pre-implementation context. Defers to ODIN's Dispatch-First protocol (1/3/5 Explore-agent escalation). Trigger on \"explore\", \"find where X is\", \"how does X work in the code\", \"map the codebase\", \"what files handle Y\", or any architecture/pattern/tooling/dependency co...