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Claude Skills by majiayu000
github.com/majiayu00015,502 skills859 installs33,165 views
- Experiment Analysis Bglick13 Diplomacy V2Analyze GRPO training runs for learning dynamics and pipeline performance. Use when diagnosing training issues, reviewing Elo progression, checking throughput, or updating experiment results.Votes: 0GitHub stars: 666
- Experiment Analysis Edwardmonteiro AiskillinpracticeAnalyze completed experiments and craft executive-ready summaries with insights and recommendations.Votes: 0GitHub stars: 666
- Experiment AnalyzerAnalyze completed growth experiment results, validate hypotheses, generate insights, and suggest follow-up experiments. Use when experiments are completed, when the user asks about results or learnings, or when discussing what to do next based on experiment outcomes.Votes: 0GitHub stars: 666
- Experiment Brief Edwardmonteiro AiskillinpracticePrepare an experiment brief outlining hypothesis, design, success metrics, and operational plan.Votes: 0GitHub stars: 666
- Experiment Configuration With Hydra YamlRecommends using Hydra or YAML for experiment configuration to ensure clarity and reproducibility.Votes: 0GitHub stars: 666
- Experiment Design ChecklistGenerates a rigorous experiment design given a hypothesis. Use when asked to design experiments, plan experiments, create an experimental setup, or figure out how to test a research hypothesis. Covers controls, baselines, ablations, metrics, statistical tests, and compute estimates.Votes: 0GitHub stars: 666
- Experiment DesignComprehensive guide to A/B testing, multivariate testing, statistical significance, and experiment analysis for data-driven product decisionsVotes: 0GitHub stars: 666
- Experiment ReportThis skill should be used when generating integrated reports from lab notebooks, improving existing reports, or exporting reports to PDF/typst. Triggered by requests like "generate report", "create summary", "refine report", "improve report", "export to PDF", "typst出力", "PDFに変換", "レポートを作成", or "export report to PDF". For PDF export, use scripts/export_pdf.sh (pandoc + typst).Votes: 0GitHub stars: 666
- Experiment RetrospectiveTurn experiment reports and notes into summaries and new/updated result skills.Votes: 0GitHub stars: 666
- Experiment ScaffoldCreate a new experiment workspace directory: initialize git, write an AGENTS.md goal doc, and create references/ with index.md + notes/links markdown plus GitHub repos cloned under references/repos (gitignored). Use when the user asks to spin up a scratch/research/experiment folder and provides repos, links, and/or notes to collect.Votes: 0GitHub stars: 666
- Experiment TrackingIntegrate Trackio for experiment tracking in Kaggle competitions. Use PROACTIVELY when user trains models, logs metrics, or manages experiments. Keywords: 実験, 訓練, train, training, tracking, metrics, 指標, ログVotes: 0GitHub stars: 666
- Experiment WorkflowPlanning or executing thesis experiments. Covers the lifecycle from ideation through polishing, tracking table, SPEC.md format, stage structure.Votes: 0GitHub stars: 666
- Experimental Research MetacognitionDo experiment-driven research (hypotheses → minimal repros → evidence) and continuously improve research skills + tooling. Use when behavior is uncertain, contested, or performance-sensitive.Votes: 0GitHub stars: 666
- Expert Panel DeliberationMulti-expert evaluation pattern for structured analysis and decision-making. PROACTIVELY activate for: (1) Analyze with expert perspectives, (2) Get multiple viewpoints on a topic, (3) Evaluate options with diverse expertise, (4) Build consensus from different angles, (5) Structured deliberation on complex topics. Triggers: "analyze with expert panel", "get expert perspectives", "what would experts say", "evaluate from different angles", "run expert deliberation", "multi-perspective analysis"Votes: 0GitHub stars: 666
- Expert RoutingDomain expert routing. When the knowledge base cannot answer user questions, find and notify the corresponding expert based on the question domain. Only available in IM mode. Trigger condition: No results in 6-stage retrieval.Votes: 0GitHub stars: 666
- Expert SystemsComprehensive guidance for understanding, designing, and implementing expert systems using rule-based inference, knowledge representation, and the complete development lifecycle. Use when users need help with expert system concepts, architecture design, rule-based reasoning (forward/backward chaining), knowledge acquisition, development planning, or implementation strategies.Votes: 0GitHub stars: 666
- Explain Blueraai Bluera BaseExplain all bluera-base plugin functionality in human-readable formatVotes: 0GitHub stars: 666
- Explain CodeExplain how code works in detail. Use when trying to understand unfamiliar code, complex logic, or system architecture.Votes: 0GitHub stars: 666
- Explain Like SeniorSenior-level code explanations with deep technical insights and contextVotes: 0GitHub stars: 666
- Explain NexusExplain what Nexus is and how it works. Load when user says "explain nexus", "what is nexus", "how does nexus work", "nexus overview", "about nexus", or asks for help understanding the system.Votes: 0GitHub stars: 666
- ExplainExplain data flows, features, and code paths in the varun.surf application with visual diagrams and step-by-step breakdownsVotes: 0GitHub stars: 666
- Explainer Video ScripterWrite scripts for educational and explainer videos that teach effectivelyVotes: 0GitHub stars: 666
- ExplainerUse when explaining code, technical concepts, or implementation decisions. Provides structured approach to creating clear, understandable explanations tailored to the audience.Votes: 0GitHub stars: 666
- Explaining Code Deancochran GradientpeakExplains code with visual diagrams and analogies to help users understand how code works.Votes: 0GitHub stars: 666
- Explaining RulesExplains which coding rules apply to files and why they matter. Uses the rule index to discover all available rules dynamically. Use when the user asks about rules, coding standards, or best practices.Votes: 0GitHub stars: 666
- Explicit CheckerScan lyrics for explicit content, verify explicit flags match actual contentVotes: 0GitHub stars: 666
- Exploit Dev WorkflowSystematic methodology for developing reliable exploits from vulnerability discovery to weaponizationVotes: 0GitHub stars: 666
- Exploit DevelopmentDevelop working exploits using pwntools. Includes exploit template and common patterns.Votes: 0GitHub stars: 666
- Exploit ResearcherExploit researcher persona specializing in attack surface analysis, exploit scenario generation, and vulnerability chainingVotes: 0GitHub stars: 666
- Exploitation TechniquesCore exploitation techniques for binary vulnerabilitiesVotes: 0GitHub stars: 666
- Exploration BrainstormExplore ideas through conversation. HOUSTON asks questions, has opinions, and suggests background agents when investigation would help.Votes: 0GitHub stars: 666
- Exploration ContinueResume exploration from where previous Claude session left off by reading the exploration journal (docs/exploration/). Use at start of session when user says "continue", "resume", or "pick up where we left off".Votes: 0GitHub stars: 666
- Exploration PlanStructure work into plans and Beads. Three modes: plan from brainstorm, plan from scratch, or create Beads from existing plan.Votes: 0GitHub stars: 666
- Exploration ReviewInteractive code review through conversation. HOUSTON guides review, spawns specialized agents, and helps create Beads for issues found.Votes: 0GitHub stars: 666
- Exploration StrategiesMaster ε-greedy, UCB, curiosity-driven, RND, intrinsic motivation explorationVotes: 0GitHub stars: 666
- Exploration Write SpecProduce structured spec.md from brainstorm conversations. Creates a consistent format that feeds cleanly into the planning phase.Votes: 0GitHub stars: 666
- ExplorationSelect mode, delegate to analysis skill.Votes: 0GitHub stars: 666
- Exploratory AnalysisSystematic exploratory data analysis process - discover patterns in unfamiliar data, identify meaningful insights, formulate specific questions for deeper investigationVotes: 0GitHub stars: 666
- Exploratory Testing Advanced Proffesor For Testin Agentic QeAdvanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours. Use when planning exploration sessions, investigating bugs, or discovering unknown quality risks.Votes: 0GitHub stars: 666
- Exploratory Testing AdvancedAdvanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours. Use when planning exploration sessions, investigating bugs, or discovering unknown quality risks.Votes: 0GitHub stars: 666
- Explore And DocumentSystematically explore unfamiliar codebases and document findings using Julie's code intelligence, Sherpa's exploration workflow, and Goldfish's documentation. Activates when learning new code with semantic search, architecture mapping, and persistent documentation.Votes: 0GitHub stars: 666
- Explore ApproachPrototype and explore technical approaches. Use when (1) multiple valid technical approaches exist, (2) performance characteristics unknown, (3) implementation path unclear, (4) need evidence-based technical recommendation.Votes: 0GitHub stars: 666
- Explore CodebaseFind 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.Votes: 0GitHub stars: 666
- Explore DataExplores data in a Bauplan lakehouse safely using the Bauplan Python SDK. Use to inspect namespaces, tables, schemas, samples, and profiling queries; and to export larger result sets to files. Read-only exploration only; no writes or pipeline runs.Votes: 0GitHub stars: 666
- Explore Dnn ModelManual invocation only; use only when the user explicitly requests `explore-dnn-model` by name. Explore how to run a given DNN model checkpoint in the current Python environment by locating weights + upstream source code, resolving dependencies with user confirmation, running reproducible experiments under `tmp/`, and producing reports about I/O contracts, timing, and profiling.Votes: 0GitHub stars: 666
- Explore Ianwatts22 Codex ConfigSystematically explore a codebase area and find/fix obvious issues with fresh eyes.Votes: 0GitHub stars: 666
- Explore SkillDeep contextual grep for codebases. Expert at finding patterns, architectures, implementations, and answering "Where is X?", "Which file has Y?", and "Find code that does Z" questions. Use when exploring unfamiliar codebases, finding specific implementations, understanding code organization, discovering patterns across multiple files, or locating functionality in a project. Supports three thoroughness levels: quick, medium, very thorough.Votes: 0GitHub stars: 666
- Explorer ExploiterDeploy resource optimization and opportunity cost awareness mode. Use when need to balance exploration vs exploitation, feel trade-offs viscerally, or optimize portfolio thinking.Votes: 0GitHub stars: 666
- Feature Module ArchitectThis skill scaffolds feature modules following project architecture:Votes: 0GitHub stars: 666
- Feature NextImplements a single task following the next → implement → check → done workflow with TDD support. Use when working on one specific task, implementing a single feature from the backlog, or following TDD red-green-refactor cycle. Triggers on 'next task', 'next feature', 'implement feature', 'work on feature', 'single task mode', 'what should I work on'.Votes: 0GitHub stars: 666