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majiayu000

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

1. ▌
   Spec Context Loading · majiayu000 bundle

   Loads project context, lists existing specs and changes, searches capabilities and requirements. Use when user asks about project state, existing specs, active changes, available capabilities, or needs context discovery. Triggers include "what specs exist", "show changes", "list capabilities", "project context", "find specs", "what's in the spec", "show me specs".
   567 repo stars
2. ▌
   Sqlite Agent Context · majiayu000 bundle

   Detect agent capabilities and manage context intelligently
   567 repo stars
3. ▌
   Statistical Analysis · majiayu000 bundle

   Probability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, or statistical validation.
   567 repo stars
4. ▌
   Storybook Guidelines · majiayu000 bundle

   Comprehensive Storybook story creation guidelines. Covers story structure, naming conventions, and visual testing patterns. Reference this skill when creating Storybook stories for components with conditional rendering or complex UI states during Phase 2 (Testing & Stories).
   567 repo stars
5. ▌
   Arcanea Tdd · majiayu000 bundle

   Test-Driven Development with Arcanean philosophy - write tests first, fail intentionally, implement minimally, refactor with confidence. Embodies the Arcanean principle that constraint liberates creativity.
   567 repo stars
6. ▌
   Test Harness Auditor · majiayu000 bundle

   Audit a repo's test, lint, type-check, static analysis, build, and debug infrastructure for AI coding agents. Generate scored reports and optimized configs for the lint-on-write hook. Triggers on audit tests, test harness, lint setup, check test infrastructure, entering a new repo.
   567 repo stars
7. ▌
   Test Plan Generation · majiayu000 bundle

   Generates professional Test Plan and Test Cases documents following IEEE 829 test documentation standards, ISTQB testing methodologies, and Google Testing Blog best practices. This skill activates when the user asks to write a test plan, create test cases, draft a test plan document, create a test cases document, define a test strategy, write a QA document, produce a testing document, draft a test specification, or build a quality assurance plan. It produces comprehensive, structured test documentation that ensures thorough coverage, traceability to requirements, and a clear path from test design through execution and defect management.
   567 repo stars
8. ▌
   Test Process Adapter · majiayu000 bundle

   Generate mockk-based unit tests for Zeebe process out-adapters covering `startProcess`, `sendMessage`, and `sendSignal` methods. Use when the user asks to "write tests for a process adapter", "test the outbound Zeebe adapter", or "generate unit tests for a process adapter".
   567 repo stars
9. ▌
   Test Script Generate · majiayu000 bundle

   编写用于新华三技术有限公司H3C网络设备自动化测试脚本。支持全库检索、迭代优化策略以及过程文档自动归档。
   567 repo stars
10. ▌
    Test Skill Multifile · majiayu000 bundle

    Test skill demonstrating progressive file loading with multiple resources
    567 repo stars
11. ▌
    Test Strategy Design · majiayu000 bundle

    Test pyramid strategy, test design patterns, coverage analysis, and quality gate configuration. Use when designing test strategies, improving coverage, setting up automation, or defining quality gates. Covers unit, integration, and E2E testing across frameworks.
    567 repo stars
12. ▌
    Testcontainers Nosql · majiayu000 bundle

    協助使用 Testcontainers 進行 MongoDB 與 Redis 的容器化整合測試。當使用者需要測試 NoSQL 資料庫操作、快取服務、文件查詢或五種 Redis 資料結構時使用此技能。
    567 repo stars
13. ▌
    Testing Test Writing · majiayu000 bundle

    Write minimal, focused tests that cover core user flows and primary workflows without over-testing during development. Use this skill when deciding what to test, writing behavior-focused tests, naming test cases clearly, mocking external dependencies, or keeping tests fast. Apply when completing feature implementation and adding strategic tests, testing critical paths rather than edge cases, or deferring edge case testing to dedicated testing phases.
    567 repo stars
14. ▌
    Tests Purge Unneeded · majiayu000 bundle

    Delete tests that don't catch real bugs — the inverse of TDD. Use when reviewing legacy test suites, slow CI investigations, refactor-driven test sweeps, or evaluating whether a test the type system already covers should stay. Thesis — a test exists only if removing it would let a real bug reach production.
    567 repo stars
15. ▌
    Unit Test Generation · majiayu000 bundle

    Generate comprehensive unit tests for source files with 100% coverage target. Use when writing tests for React components, utility functions, hooks, or API routes. Supports Jest and Vitest frameworks following Pandora coding standards.
    567 repo stars
16. ▌
    Unit Test Philosophy · majiayu000 bundle

    Risk-based unit testing and Allure-readable behavioral spec style for open-agreements. Use when user says "add tests," "test quality," "coverage expansion," "unit test style," or "Allure test spec." Applies when adding/updating tests, expanding coverage, or reviewing test quality across src, integration-tests, and workspace packages.
    567 repo stars
17. ▌
    Verify Schedule Tabs · majiayu000 bundle

    일정 그룹(연간일정/간트차트) 탭의 컴포넌트 구조, 데이터 흐름, 핵심 기능을 검증합니다. 일정 관련 컴포넌트 수정 후 사용.
    567 repo stars
18. ▌
    Verify Test Coverage · majiayu000 bundle

    hooks/utils의 테스트 파일 존재 여부를 검증합니다. 새 훅/유틸 추가 후 사용.
    567 repo stars
19. ▌
    Visual QA Lighthouse · majiayu000 bundle

    Lighthouse performance audit specialist. Runs Lighthouse CLI to measure performance scores, Core Web Vitals, and identify optimization opportunities. Sub-agent of visual-qa, invoked for comprehensive performance audits.
    567 repo stars
20. ▌
    Vitest React Testing · majiayu000 bundle

    Write unit and component tests with Vitest, React Testing Library, and MSW. Use when writing unit tests, component tests, or mocking APIs following TDD workflow.
    567 repo stars
21. ▌
    Websocket Bug Finder · majiayu000 bundle

    Test WebSocket connections for reliability including reconnection logic, message ordering, heartbeat mechanisms, and connection state management under adverse conditions
    567 repo stars
22. ▌
    Wms Testing Patterns · majiayu000 bundle

    Warehouse Management System testing patterns for inventory operations, pick/pack/ship workflows, wave management, EDI X12/EDIFACT compliance, RF/barcode scanning, and WMS-ERP integration. Use when testing WMS platforms (Blue Yonder, Manhattan, SAP EWM).
    567 repo stars
23. ▌
    Writing Mstest Tests · majiayu000 bundle

    Best practices for writing MSTest 3.x/4.x unit tests. Use when the user needs to write, improve, or review MSTest tests, including modern assertions, data-driven tests, test lifecycle, and common anti-patterns. Covers MSTest.Sdk, sealed classes, Assert.Throws, DynamicData with ValueTuples, TestContext, and conditional execution.
    567 repo stars
24. ▌
    Your Skill Name Here · majiayu000 bundle

    Use when [specific triggering conditions and symptoms] - [what the skill does and how it helps, written in third person]
    567 repo stars
25. ▌
    Aqe V2 V3 Migration · majiayu000 bundle

    Migrate Agentic QE projects from v2 to v3 with zero data loss
    567 repo stars
26. ▌
    Automation Triggers · majiayu000 bundle

    Patterns for auto-format on save, auto-lint, auto-test on file change, and CI triggers within Claude Code. Use when the user wants automated reactions to file changes, wants to set up continuous feedback loops, or asks about triggering actions automatically.
    567 repo stars
27. ▌
    Bonnard Get Started · majiayu000 bundle

    Guide a user through setting up their first semantic layer after bon init. Use when user says "get started", "what next", "help me set up", or has just run bon init.
    567 repo stars
28. ▌
    Cdd · majiayu000 bundle

    Context Driven Development pipeline for release workflows
    567 repo stars
29. ▌
    Close Case Artifact · majiayu000 bundle

    Close a case or alert with proper reason and documentation. Use when triage determines an alert is FP/BTP or investigation is complete. Requires artifact ID, type, closure reason, and root cause.
    567 repo stars
30. ▌
    Designing Workflows · majiayu000 bundle

    Use when designing systems with explicit states, transitions, or multi-step flows. Triggers: "design a workflow", "state machine", "approval flow", "pipeline stages", "what states does X have", "how does X transition", or when implementing-features Phase 2.1 detects workflow patterns.
    567 repo stars
31. ▌
    Elsj Kommandocenter · majiayu000 bundle

    Kanzlei oder Behoerde startet Vereinfachungs-Projekt für juristischen Text: Zielgruppe Modus Rechtsinhalt-Erfassung Workflow-Steuerung Ausgabe. Normen BGG BITV 2.0. Prüfraster Zielgruppen-Identifikation Modus-Auswahl Skill-Routing Qualitaetsprüfung. Output Projekt-Plan Skill-Routing. Abgrenzung zu elsj-einfache-sprache und elsj-leichte-sprache (Ausführung) und elsj-qualitaetsgate (Prüfung).
    567 repo stars
32. ▌
    Enterprise Compound · majiayu000 bundle

    Captures institutional knowledge after solving problems. Documents what was solved, how, and how to prevent it. Searchable by tags and categories. Builds organizational memory that compounds over time. Use after fixes are verified or features are complete.
    567 repo stars
33. ▌
    Fact Check Workflow · majiayu000 bundle

    Structured workflow for fact-checking claims in journalism. Use when verifying statements for publication, rating claims for fact-check articles, or building pre-publication verification processes. Includes claim extraction, evidence gathering, rating scales, and correction protocols.
    567 repo stars
34. ▌
    Feature Status Sync · majiayu000 bundle

    プロジェクト プロジェクトの CONTEXT.json(SSOT) と index.md を同期するスキル。 CONTEXT.json の progress 情報を基にコード存在有無を検証し、index.md を生成/更新する。 feature-pilot の実装完了後の状態更新ステップで呼び出される。 "機能状態同期", "ドキュメント・コード同期", "index.md 更新", "feature status sync" 等のリクエストでもトリガーされる。
    567 repo stars
35. ▌
    Get Mission History · majiayu000 bundle

    Show the execution history of a background mission. Displays recent runs, their outcomes, tool call counts, anomalies found, and notifications sent. Use when the user asks to see what a mission has done, its run history, or past results. Keywords: mission, history, runs, results, log, past, outcomes.
    567 repo stars
36. ▌
    Gsd Reapply Patches · majiayu000 bundle

    Reapply local modifications after a GSD update
    567 repo stars
37. ▌
    Ifap Kommandocenter · majiayu000 bundle

    Kommandocenter Insolvenzforderungsanmeldungsprüfung: Steuerung des gesamten Prüfpfads von Eingang bis Tabelle. Anwendungsfall Insolvenzverwalter oder Kanzlei erhält neuen Forderungsstapel und muss schnell den richtigen Prüfschritt finden. §§ 174-189 InsO Forderungsanmeldung und Prüfung. Prüfraster Verfahrensstand und Rolle erkennen, naechsten sicheren Schritt bestimmen, Fristen und Risiken anzeigen. Output Deal-Ampel mit Weiterleitung zum richtigen Spezial-Skill. Abgrenzung zu Intake-Kanalcheck für Eingangserfassung und zu Quality-Gate für Endkontrolle.
    567 repo stars
38. ▌
    Jira Report Comment · majiayu000 bundle

    This skill should be used when the user asks to "jira report", "post update to jira", "summarize commits for jira", "report to jira", "update the ticket", "comment on the ticket", "generate implementation report", "write a jira comment", "summarize my changes", or wants to notify PM/QA about completed work on a Jira ticket. Generates a business-friendly implementation report from git commits and saves it as a local markdown report.
    567 repo stars
39. ▌
    Kata Migrate Phases · majiayu000 bundle

    Migrate phase directories to globally sequential numbering, fixing duplicate numeric prefixes across milestones. Triggers include "migrate phases", "fix phase numbers", "renumber phases", "phase collision", "fix phase collisions", "fix duplicate phases", "phase numbering migration".
    567 repo stars
40. ▌
    Lateralize Projects · majiayu000 bundle

    Lateralización de conocimiento Gentleman a otros proyectos - sync, propagación y evolución continua.
    567 repo stars
41. ▌
    Ln 821 NPM Upgrader · majiayu000 bundle

    Upgrades npm/yarn/pnpm dependencies with breaking change handling. Use when updating JavaScript/TypeScript dependencies.
    567 repo stars
42. ▌
    Manifest Automation · majiayu000 bundle

    Create and update manifest files using advanced web automation with Playwright, intelligent retry logic, and smart merge capabilities
    567 repo stars
43. ▌
    Migrate Turbo Files · majiayu000 bundle

    Migrate legacy files in .turbo/ to current formats. Covers plans and shells (layout split, frontmatter normalization, prompt-plan index cleanup) and improvements.md (legacy `trivial`/`standard` Type values rewritten to `direct`/`plan`). Use when the user asks to "migrate turbo files", "migrate turbo", "migrate turboplans", "migrate turbo plans", "upgrade plan format", "add frontmatter to plans", "convert old plans", or "migrate improvements".
    567 repo stars
44. ▌
    N8n Code Javascript · majiayu000 bundle

    Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting Code node errors, or choosing between Code node modes.
    567 repo stars
45. ▌
    Project Initializer · majiayu000 bundle

    Use when starting a new development project - creates memory folder structure with project_state.md, architecture scaffolding, and registers project
    567 repo stars
46. ▌
    Ralph Specum Design · majiayu000 bundle

    This skill should be used only when the user explicitly asks to use `$ralph-specum-design`, or explicitly asks Ralph Specum in Codex to run the design phase.
    567 repo stars
47. ▌
    Repo Value Analysis · majiayu000 bundle

    Analyze external repositories for adoptable ideas and patterns.
    567 repo stars
48. ▌
    Research Add Fields · majiayu000 bundle

    Add field definitions to existing research outline.
    567 repo stars
49. ▌
    Session Compounding · majiayu000 bundle

    Reviews a work session's output to detect improvable patterns, classify improvements, and execute the highest-priority one. Use at the end of significant work sessions to ensure the COMPOUND phase of the enforcement loop happens. Without explicit compounding, improvement never happens.
    567 repo stars
50. ▌
    Bio Workflow Management Snakemake Workflows · majiayu000 bundle

    Build reproducible bioinformatics pipelines with Snakemake using rules, wildcards, and automatic dependency resolution. Use when creating Python-based workflows, automating multi-step analyses with make-like dependency tracking, or running pipelines on HPC clusters with SLURM.
    567 repo stars
51. ▌
    Specsafe Agentforge · majiayu000 bundle

    Repository-specific SpecSafe workflow for AgentForge. Use when creating, refining, testing, implementing, or reviewing AgentForge specs so work follows the documented SpecSafe stages, prompt files, and source-of-truth rules consistently.
    567 repo stars
52. ▌
    Task Context Loader · majiayu000 bundle

    Use when starting implementation of a task - loads architecture files, referenced patterns, relevant guides, and task file into context
    567 repo stars
53. ▌
    Update · majiayu000 bundle

    Morning update routine: merge Renovate PRs, rebase local work, apply chezmoi changes
    567 repo stars
54. ▌
    Workflow Create Prd · majiayu000 bundle

    This skill should be used when creating a Product Requirements Document (PRD) based on user input. It guides through clarifying questions, explores approaches, and produces a structured PRD suitable for junior developers to implement.
    567 repo stars
55. ▌
    Workflow Postmortem · majiayu000 bundle

    Dual-mode workflow issue logger. Use with mode=log to append mistakes during waves. Use with mode=summary at workflow end to review accumulated issues. Use when completing /build, /audit, or /ms workflows.
    567 repo stars
56. ▌
    Astro Blog Structure · majiayu000 bundle

    Phase 2 - Content Structure planning for blog articles
    567 repo stars
57. ▌
    Competitor Aggregate · majiayu000 bundle

    Synthesize multiple per-competitor research files (produced by /competitor-research) into a single canonical threat matrix. Writes to marketing/competitors/aggregate.md as the locked canonical version every downstream skill reads. Triggers - "competitor aggregate", "synthesize competitors", "competitor matrix", "threat matrix", "lock competitor canonical"
    567 repo stars
58. ▌
    Generate Voice Guide · majiayu000 bundle

    Generate a personal voice guide for X (Twitter) and/or LinkedIn by scanning a user's past posts and iteratively refining with sample-and-feedback loops. Produces a structured markdown voice guide that sibling skills (create-x-content, create-linkedin-content) consume to draft in-voice posts. Different from brand-voice-extractor, which analyses company blogs/landing pages — this skill is for personal social voice.
    567 repo stars
59. ▌
    Localsetup Humanizer · majiayu000 bundle

    Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
    567 repo stars
60. ▌
    Nanoresearch Writing · majiayu000 bundle

    Draft a LaTeX research paper from all previous stage outputs
    567 repo stars
61. ▌
    Presentation Writing · majiayu000 bundle

    Presentation and talk writing for conferences and technical talks
    567 repo stars
62. ▌
    Remove Line Prefixes · majiayu000 bundle

    A generalized text cleaner that removes specified prefixes, such as timestamps or CLI prompts, from the beginning of each line while preserving the rest of the content and structure.
    567 repo stars
63. ▌
    Submission Checklist · majiayu000 bundle

    Stage-based submission checklists for papers/reports: pre-submission, submission, revision/rebuttal, camera-ready. Includes templates (cover letter, rebuttal matrix) and quality gates.
    567 repo stars
64. ▌
    Word Economy Mastery · majiayu000 bundle

    Advanced techniques for cutting word count while maintaining clarity and impact. Use when articles exceed word limits, need to be more concise, or when writing needs to be tighter and more focused.
    567 repo stars
65. ▌
    003 Agents Installation · majiayu000 bundle

    Use when you need to install the embedded robot agents into either .cursor/agents or .claude/agents, selecting the destination interactively and copying the embedded agent definitions from project assets. This should trigger for requests such as Install embedded agents; Bootstrap .cursor/agents; Bootstrap .claude/agents; Copy robot agents. Part of cursor-rules-java project
    567 repo stars
66. ▌
    Bmad Bmb Validate Agent · majiayu000 bundle

    Validate existing BMAD agents and offer to improve deficiencies
    567 repo stars
67. ▌
    Faion Make Agents Skill · majiayu000 bundle

    Creates, edits, updates, or modifies Claude Code custom agents (subagents). Use when user asks to create agent, edit agent, update agent, subagent. Triggers on "agent", "subagent", "autonomous worker".
    567 repo stars
68. ▌
    Langgraph Human In Loop · majiayu000 bundle

    LangGraph human-in-the-loop patterns. Use when implementing approval workflows, manual review gates, user feedback integration, or interactive agent supervision.
    567 repo stars
69. ▌
    Nw Buddy Ssot Knowledge · majiayu000 bundle

    Single Source of Truth detection — where truth lives in an nWave repo and how to avoid contradicting it.
    567 repo stars
70. ▌
    Nw Buddy Wave Knowledge · majiayu000 bundle

    Wave methodology knowledge for the buddy agent — what each wave does, its inputs and outputs, and how to route questions.
    567 repo stars
71. ▌
    Optimize Agent Browsing · majiayu000 bundle

    Analyze an OpenClaw agent's browser usage and recommend browsy migration
    567 repo stars
72. ▌
    Pydantic AI Tool System · majiayu000 bundle

    Register and implement PydanticAI tools with proper context handling, type annotations, and docstrings. Use when adding tool capabilities to agents, implementing function calling, or creating agent actions.
    567 repo stars
73. ▌
    Azure Language Service · majiayu000 bundle

    Expert knowledge for Azure AI Language development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when building CLU, custom NER, text classification, CQA, sentiment, summarization, or health workloads, and other Azure AI Language related development tasks. Not for Azure AI Search (use azure-cognitive-search), Azure AI Speech (use azure-speech), Azure Translator (use azure-translator), Azure AI Bot Service (use azure-bot-service).
    567 repo stars
74. ▌
    Cjk Aware Text Metrics · majiayu000 bundle

    CJK/Latin weighted token estimation for multilingual LLM pipelines. Use when processing Japanese/Chinese/Korean text with fixed chars-per-token constants.
    567 repo stars
75. ▌
    Gemini CLI Integration · majiayu000 bundle

    Comprehensive guide for integrating Gemini CLI as research assistant. Use when you need to delegate research to Gemini, understand its capabilities vs Claude's, or determine the right tool for a task.
    567 repo stars
76. ▌
    Keyword Based LLM Eval · majiayu000 bundle

    Use when evaluating LLM-generated structured output against expected results using keyword matching and F1 metrics.
    567 repo stars
77. ▌
    Langchain Tool Calling · majiayu000 bundle

    聊天模型如何调用工具 - 包括 bindTools、工具选择策略、并行工具调用和工具消息处理
    567 repo stars
78. ▌
    Langfuse Observability · majiayu000 bundle

    LLM observability platform for tracing, evaluation, prompt management, and cost tracking. Use when setting up Langfuse, monitoring LLM costs, tracking token usage, or implementing prompt versioning.
    567 repo stars
79. ▌
    Ralph Prompt Generator · majiayu000 bundle

    Use when a user has a rough prompt that needs a staged prompt-improvement workflow for `$ralph-wiggum-codex`, with saved draft/final files and explicit review checkpoints.
    567 repo stars
80. ▌
    Vision Language Models · majiayu000 bundle

    GPT-5/4o, Claude 4.5, Gemini 2.5/3, Grok 4 vision patterns for image analysis, document understanding, and visual QA. Use when implementing image captioning, document/chart analysis, or multi-image comparison.
    567 repo stars
81. ▌
    Aads Training Lifecycle · majiayu000 bundle

    Maintain AADS-ULoRA phase1, phase2, and phase3 training behavior plus adapter lifecycle invariants across local and Colab flows. Use for training logic, freezing rules, retention/OOD threshold behavior, and phase3 runtime or component updates.
    567 repo stars
82. ▌
    Ce Alternatives Explore · majiayu000 bundle

    Generate and interpret CE alternative and counterfactual explanations, including ensured filters and alternatives-specific plot workflows.
    567 repo stars
83. ▌
    Ce Mondrian Conditional · majiayu000 bundle

    Configure and validate Mondrian and conditional calibration for subgroup-aware uncertainty and fairness-sensitive workflows.
    567 repo stars
84. ▌
    Ce Regression Intervals · majiayu000 bundle

    Configure and interpret CE regression intervals for percentile conformal and thresholded probabilistic modes.
    567 repo stars
85. ▌
    Create Table Classifier · majiayu000 bundle

    Train vision models to predict optimal Camelot extraction strategies for PDF tables.
    567 repo stars
86. ▌
    Dl Transformer Finetune · majiayu000 bundle

    Build transformer fine-tuning run plans with task settings, hyperparameters, and model-card outputs. Use for repeatable Hugging Face or PyTorch finetuning workflows.
    567 repo stars
87. ▌
    Golden Dataset Curation · majiayu000 bundle

    Use when creating or improving golden datasets for AI evaluation. Defines quality criteria, curation workflows, and multi-agent analysis patterns for test data.
    567 repo stars
88. ▌
    Hugging Face Evaluation · majiayu000 bundle

    Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format.
    567 repo stars
89. ▌
    Ml Experiment Lifecycle · majiayu000 bundle

    Use when designing ML experiments, choosing evaluation metrics, tracking experiments, tuning hyperparameters, debugging training, ensuring reproducibility, or building ML pipelines. Covers W&B/MLflow integration, seed management, deterministic training, HPO strategy, and MLOps pipeline design.
    567 repo stars
90. ▌
    Multi Omics Integration · majiayu000 bundle

    Integrate multiple ENCODE data types (RNA-seq, ATAC-seq, Histone ChIP-seq, TF ChIP-seq) for a tissue/cell type to build a comprehensive regulatory landscape. Use when the user wants to answer "what are the enhancers, promoters, and regulatory elements active in my tissue, and which transcription factors control them?" by layering expression, chromatin accessibility, histone marks, and TF binding data. Follows the Mawla et al. 2023 framework for cross-assay integration of islet cell type-specific data. Handles chromatin state annotation (ChromHMM), enhancer-gene linkage, TF motif enrichment, and cell type-specific regulatory element identification. Use for ANY multi-omic analysis, enhancer discovery, regulatory network construction, or epigenomic characterization using ENCODE data.
    567 repo stars
91. ▌
    Nanoresearch Experiment · majiayu000 bundle

    Generate a Python code skeleton from an experiment blueprint
    567 repo stars
92. ▌
    Qutip · majiayu000 bundle

    Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computing—use qiskit, cirq, or pennylane for quantum algorithms and hardware execution.
    567 repo stars
93. ▌
    Render Airdrop Carousel · majiayu000 bundle

    Assemble a viral iOS "AirDrop" notification-carousel video ad (≈6–8s, 9:16) from a brand line plus 6–16 real product photos — a native AirDrop share-sheet card ("Brand would like to share a ___ · Decline / Accept") springs up and its preview window CYCLES through the products, landing on a range/lineup payoff with an Accept tap; a chime + soft per-swap ticks track the swaps. DETERMINISTIC assembly — an HTML card (real DOM text) rendered to PNG via headless Chrome, chroma-keyed, its magenta window refilled per-product in PIL, then animated + audio-synthed with FFmpeg. FREE (no paid model calls); the recipe supplies the brand line, product images, and payoff and gates the only optional paid step (a hero shot when the brand has NO usable photo → create-image-fal). Use for the airdrop-notification-carousel format.
    567 repo stars
94. ▌
    Render Imessage Cascade · majiayu000 bundle

    Assemble an iMessage notification-cascade video ad (≈14s, 9:16) from a phone-on-desk plate + 3–5 messages — authentic Apple Messages banners composited in PIL (SF Pro text, green Messages icon, warm translucent-greige fill, soft shadow) spring in one-by-one at the BOTTOM and push the stack UP, a right-aligned Show-less/X pill rides above, the X clears the stack, then a serif end card resolves. FREE assembly (PIL + ffmpeg); the recipe supplies the per-brand plate, notifications, and end-card config and gates the paid plate-clean/music calls to their own capabilities. Use for the imessage-notification-cascade format.
    567 repo stars
95. ▌
    Scikit Learn Specialist · majiayu000 bundle

    Master scikit-learn machine learning patterns including pipeline design, cross-validation, hyperparameter tuning, feature engineering, and model evaluation. Use PROACTIVELY when building ML models, evaluating classifiers/regressors, or designing ML workflows.
    567 repo stars
96. ▌
    31 Analyze Think 150 · majiayu000 bundle

    [31] ANALYZE. Universal deep thinking methodology for any situation requiring quality reasoning. Use when solving problems, debugging, making decisions, analyzing code, planning, reviewing, or anytime you need thorough thinking instead of surface-level responses. Triggers on "think deeply", "analyze thoroughly", "reason carefully", "deep thinking", "understand completely", or any task requiring careful thought.
    567 repo stars
97. ▌
    Agentv Eval Analyzer · majiayu000 bundle

    Analyze evaluation results for quality improvements — identify LLM-judge evaluators replaceable with deterministic assertions, flag weak/vague assertions, and surface cost/quality opportunities. Use after running evals to improve your evaluation config.
    567 repo stars
98. ▌
    Agentv Trace Analyst · majiayu000 bundle

    Analyze AgentV evaluation traces and result JSONL files using `agentv trace` and `agentv compare` CLI commands. Use when asked to inspect AgentV eval results, find regressions between AgentV evaluation runs, identify failure patterns in AgentV trace data, analyze tool trajectories, or compute cost/latency/score statistics from AgentV result files. Do NOT use for benchmarking skill trigger accuracy, analyzing skill-creator eval performance, or measuring skill description quality — those tasks belong to the skill-creator skill.
    567 repo stars
99. ▌
    Aget Generate Report · majiayu000 bundle

    Generate reports with metrics, findings, and visualizations
    567 repo stars
100. ▌
     Aim Freshness Report · majiayu000 bundle

     Scan code-patterns collection for stale memories by comparing against GitHub code blob data
     567 repo stars