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majiayu000

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

1. ▌
   Assemble Plugins · majiayu000 bundle

   Search the official Claude Code marketplace (claude-plugins-official) for plugins matching capability gaps. Uses plugin CLI to list and search, presents top 5 matches for user approval.
   567 repo stars
2. ▌
   Auto Review Loop · majiayu000 bundle

   Autonomous multi-round research review loop. Repeatedly reviews using Claude Code via claude-review MCP, implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says "auto review loop", "review until it passes", or wants autonomous iterative improvement.
   567 repo stars
3. ▌
   Autonomous Agent · majiayu000 bundle

   Before main skill execution, perform guardrail checks.
   567 repo stars
4. ▌
   Bot Channel Task · majiayu000 bundle

   Standard flow for receiving channel tasks. Immediate acknowledgment, background execution, completion notification. Follow this skill when receiving channel messages.
   567 repo stars
5. ▌
   Claude Agent Sdk · majiayu000 bundle

   Build autonomous AI agents with Claude Agent SDK. Structured outputs (v0.1.45, Nov 2025) guarantee JSON schema validation, plugins system, hooks for event-driven workflows. Use when: building coding agents with validated JSON responses, SRE systems, security auditors, or troubleshooting CLI not found, structured output validation, session forking errors.
   567 repo stars
6. ▌
   Claude Gladiator · majiayu000 bundle

   Continuous learning — hooks observe failures and prompt reflection, sibling synergy deepens analysis with history and tool discovery
   567 repo stars
7. ▌
   Coinbase Trading · majiayu000 bundle

   Autonomous crypto trading with technical and sentiment analysis. Use when executing trades, analyzing markets, or managing positions on Coinbase.
   567 repo stars
8. ▌
   Discover Agentic · majiayu000 bundle

   Automatically discover agentic workflow skills when building AI agents, implementing tool use patterns, managing context windows, decomposing complex tasks, or designing multi-step autonomous workflows. Activates for agentic AI development.
   567 repo stars
9. ▌
   Failure Recovery · majiayu000 bundle

   Recovery protocols for stuck agents, context exhaustion, build failures, and confusion. Use when agent is looping, responses degrading, builds failing repeatedly, or user says 'you're stuck' or 'start over'.
   567 repo stars
10. ▌
    Init First Agent · majiayu000 bundle

    Walk the operator through creating the first NanoClaw agent for a DM channel — resolve the operator's channel identity, wire the DM messaging group to a new agent, and trigger a welcome DM via the normal delivery path. Use after channel credentials are configured and the service is running.
    567 repo stars
11. ▌
    Kata Set Profile · majiayu000 bundle

    Switch model profile for kata agents (quality/balanced/budget). Triggers include "set profile", "set profile".
    567 repo stars
12. ▌
    Ralph Autonomous · majiayu000 bundle

    Use this skill when Ralph is working autonomously through Brain Dump backlogs. Covers ticket selection, implementation patterns, and autonomous workflow management.
    567 repo stars
13. ▌
    Simmer Generator · majiayu000 bundle

    Generator subskill for simmer. Produces an improved version of the artifact based on the judge's ASI feedback. Handles both single-file and workspace targets. Do not invoke directly — dispatched as a subagent by the simmer orchestrator.
    567 repo stars
14. ▌
    Add Dial Number · majiayu000 bundle

    Add another phone number to an existing Dial channel — a second (or third) public line for the agent, so one NanoClaw install answers SMS and AI voice calls on multiple numbers. Use when Dial is already installed and the operator wants an additional number (e.g. a personal line plus a support line). Requires the Dial channel to already be installed (see /add-dial).
    567 repo stars
15. ▌
    Add Ollama Tool · majiayu000 bundle

    Add Ollama MCP server so the container agent can call local models and optionally manage the Ollama model library.
    567 repo stars
16. ▌
    API AI Langfuse · majiayu000 bundle

    LLM observability with Langfuse — OpenTelemetry-based tracing, evaluations, prompt management, datasets, and production best practices
    567 repo stars
17. ▌
    Azure Aigateway · majiayu000 bundle

    Configure Azure API Management (APIM) as AI Gateway to secure, observe, control AI models, MCP servers, agents. Helps with rate limiting, semantic caching, content safety, load balancing. USE FOR: AI Gateway, APIM, setup gateway, configure gateway, add gateway, model gateway, MCP server, rate limit, token limit, semantic cache, content safety, load balance, OpenAPI import, convert API to MCP. DO NOT USE FOR: deploy models (use microsoft-foundry), Azure Functions (use azure-functions), databases (use azure-postgres).
    567 repo stars
18. ▌
    Cc Prompt Craft · majiayu000 bundle

    System Prompt 工程 — 基於 Claude Code 914 行系統提示詞的逆向分析。Use when: 撰寫 system prompt、設計 prompt 動態組裝、最佳化 prompt cache 效率、撰寫安全指令。
    567 repo stars
19. ▌
    Personal Context Agent · majiayu000 bundle

    Extract personal facts about a user from AI chat transcripts and structure into themed markdown files. Use when (1) Processing Claude, Claude Code, or ChatGPT conversation exports, (2) Building personalized AI context from chat history, (3) Creating context files for Claude Projects, GPTs, or Gems. Optimized for Claude Haiku.
    567 repo stars
20. ▌
    Companion Skill · majiayu000 bundle

    软件开发工程师与综合办公文员在长时间独自执行后台任务或处理繁琐工作时，当需要情绪陪伴与互动反馈，请使用此技能。小跃虚拟伴侣会在任务期间主动陪聊，智能生成专属生活照片并通过飞书发送温暖消息，为你提供全天候的情绪价值与贴心陪伴。
    567 repo stars
21. ▌
    Decontextualize · majiayu000 bundle

    Course-correct when artifacts overfit to conversation context. Invoke when examples, names, or language are too specific to current work.
    567 repo stars
22. ▌
    Gemini Imagegen · majiayu000 bundle

    This skill should be used when generating and editing images using the Gemini API (Nano Banana Pro). It applies when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.
    567 repo stars
23. ▌
    Gpt Image Skill · majiayu000 bundle

    Generate or edit images using OpenAI GPT Image API (gpt-image-2, gpt-image-1, etc). Triggers: "gpt image", "openai image", "generate image with openai", "draw image", "create image", "image generation", "AI drawing", "图片生成", "AI绘图", "生成图片", "画图". Use this skill whenever the user wants to generate or edit images and mentions OpenAI, GPT, or when OPENAI_API_KEY is available.
    567 repo stars
24. ▌
    Langchain Tools · majiayu000 bundle

    LangChain framework utilities for chains, agents, and RAG
    567 repo stars
25. ▌
    Langgraph State · majiayu000 bundle

    LangGraph state management patterns. Use when designing workflow state schemas, using TypedDict vs Pydantic, implementing accumulating state with Annotated operators, or managing shared state across nodes.
    567 repo stars
26. ▌
    LLM As Computer · majiayu000 bundle

    Execute programs on a compiled transformer stack machine where every instruction fetch and memory read is a parabolic attention head. Demonstrates that transformer attention + FF layers can implement a working computer. Use when user mentions "llm-as-computer", "lac", "stack machine", "compiled transformer", "percepta", "parabolic attention", "execute program", or asks to run/trace programs on the transformer executor.
    567 repo stars
27. ▌
    LLM Engineering · majiayu000 bundle

    Patterns for building LLM applications - prompt engineering, RAG pipelines, cost optimization, multi-model routing, and evaluation. Auto-triggers when working with AI/LLM code.
    567 repo stars
28. ▌
    LLM Integration · majiayu000 bundle

    Guide for using LLM utilities in speedy_utils, including memoized OpenAI clients and chat format transformations.
    567 repo stars
29. ▌
    Prompt Enricher · majiayu000 bundle

    Phase 0.2 — Enriches the raw user prompt with discovered constraints, ambiguities, likely edge cases, and suggested scope boundaries. Runs after context-gatherer, before idea-explorer questions. Generates enriched-prompt.md in the state directory.
    567 repo stars
30. ▌
    Prompt Improver · majiayu000 bundle

    This skill enriches vague prompts with targeted research and clarification before execution. Should be used when a prompt is determined to be vague and requires systematic research, question generation, and execution guidance.
    567 repo stars
31. ▌
    Ralph Technique · majiayu000 bundle

    The Ralph Wiggum technique for minimal, declarative prompts that enable loop-based autonomous execution.
    567 repo stars
32. ▌
    Token Optimizer · majiayu000 bundle

    Reduce token count in prompts, docs, and prose. Covers prompt compression (40-60% savings), doc formatting, TOON data serialization, and Strunk's prose clarity rules. Use when compressing prompts, optimizing docs for LLM context, or writing clear technical prose.
    567 repo stars
33. ▌
    Vector Database · majiayu000 bundle

    Work with vector databases for RAG, embeddings, and semantic search using ChromaDB or similar. Use when building knowledge bases for PSI Engine or AI-powered search.
    567 repo stars
34. ▌
    Writing Prompts · majiayu000 bundle

    Use when crafting prompts for LLMs to improve response quality, accuracy, consistency, and task performance
    567 repo stars
35. ▌
    Ablation Planner · majiayu000 bundle

    Use when main results pass result-to-claim (`claim_supported = yes` or `partial`) and ablation studies are needed for paper submission. A secondary Codex agent designs ablations from a reviewer's perspective; the local executor reviews feasibility and implements.
    567 repo stars
36. ▌
    Agentdb Learning Plugins · majiayu000 bundle

    Create and train AI learning plugins with AgentDB's 9 reinforcement learning algorithms. Includes Decision Transformer, Q-Learning, SARSA, Actor-Critic, and more. Use when building self-learning agents, implementing RL, or optimizing agent behavior through experience.
    567 repo stars
37. ▌
    AI Ethics Review · majiayu000 bundle

    Conduct an ethical review of an AI or ML feature, model, or product. Use when asked to run an AI ethics review, assess AI risks, audit a model for bias, or produce an AI impact assessment. Produces a structured ethics review covering fairness, transparency, privacy, safety, accountability, and societal impact with prioritised mitigations.
    567 repo stars
38. ▌
    AI Ml Governance · majiayu000 bundle

    Governs models and AI systems in production — intended use, evaluation, monitoring, human oversight, documentation, and the decision to deploy or retire. Use this before deploying a model or AI feature, when defining evaluation criteria, when a model's behavior has drifted, when assessing AI risk or regulatory exposure, or when deciding whether an AI system is fit for a consequential decision.
    567 repo stars
39. ▌
    AI Ml Timeseries · majiayu000 bundle

    Operational patterns, templates, and decision rules for time series forecasting (modern best practices): tree-based methods (LightGBM), deep learning (Transformers, RNNs), future-guided learning, temporal validation, feature engineering, generative TS (Chronos), and production deployment. Emphasizes explainability, long-term dependency handling, and adaptive forecasting.
    567 repo stars
40. ▌
    Arize Experiment · majiayu000 bundle

    INVOKE THIS SKILL when creating, running, or analyzing Arize experiments. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the ax CLI.
    567 repo stars
41. ▌
    Bayesian Methods · majiayu000 bundle

    Bayesian approach to statistical inference and decision-making. Covers prior specification, likelihood functions, posterior computation, conjugate priors, Markov chain Monte Carlo (MCMC), credible intervals, Bayesian hypothesis comparison (Bayes factors), hierarchical models, and the philosophical contrast with frequentist methods. Use when updating beliefs with data, specifying priors, computing posteriors, comparing Bayesian and frequentist approaches, or building hierarchical models.
    567 repo stars
42. ▌
    Ce Reject Policy · majiayu000 bundle

    Configure reject and defer decision policies and interpret RejectResult behavior in prediction and explanation flows.
    567 repo stars
43. ▌
    Create Video Fal · majiayu000 bundle

    Image-to-video (or text-to-video) via any FAL video model (Kling, Seedance, Veo), ROUTED THROUGH THE GooseWorks fal-proxy so the call bills the Ads agent. The template recipe names the model + params; image_url inputs must be public URLs (the orchestrator hosts local frames via MCP get_upload_url -> get_download_url). Returns the result video URL and downloads it. Use for the generative base clip of any video-ad format.
    567 repo stars
44. ▌
    DB Musik App Bei · majiayu000 bundle

    Datenbankrecht für Musik-, Film- und Bildarchive: §§ 87a-87e UrhG für Mediendatenbanken, Schichtenschutz (Datenbankherstellerrecht + Urheberrecht an Einzelwerken), Lizenzmodelle für Stock-Media-Portale und Verwertungsgesellschaften (GEMA, VGBild), TDM-Schranken und Einzel-Metadaten-Schutz. Erstellt Medienlizenz-Konzept und Herstellerrechts-Gutachten für Contentportale: eigenständiges Prüffeld mit Norm-/Quellencheck, Risikoampel und verwertbarem Output.
    567 repo stars
45. ▌
    Experiment Queue · majiayu000 bundle

    SSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs that need orchestration.
    567 repo stars
46. ▌
    Hugging Face CLI · majiayu000 bundle

    Execute Hugging Face Hub operations using the hf CLI. Covers authentication, downloading models and datasets, uploading files, repository management, cache operations, cloud compute jobs, inference endpoints, and Hub browsing. Use when the user needs to interact with the Hugging Face Hub from the terminal.
    567 repo stars
47. ▌
    Locomo Benchmark · majiayu000 bundle

    Run LoCoMo benchmark for long-term conversational memory
    567 repo stars
48. ▌
    Mine Transcripts · majiayu000 bundle

    Mine real human conversations from CLI agents for bridge classifier training.
    567 repo stars
49. ▌
    Natural Language · majiayu000 bundle

    Tokenize, tag, and analyze natural language text using Apple's NaturalLanguage framework and translate between languages with the Translation framework. Use when adding language identification, sentiment analysis, named entity recognition, part-of-speech tagging, text embeddings, or in-app translation to iOS/macOS/visionOS apps.
    567 repo stars
50. ▌
    Bio Metabolomics Normalization Qc · majiayu000 bundle

    Quality control and normalization for metabolomics data. Covers QC-based correction, batch effect removal, and data transformation methods. Use when correcting technical variation in metabolomics data before statistical analysis.
    567 repo stars
51. ▌
    Object Detection Segmentation Skill · majiayu000 bundle

    Deep learning based object detection and segmentation for robotics applications
    567 repo stars
52. ▌
    Pipeline Atacseq · majiayu000 bundle

    Execute ENCODE ATAC-seq processing pipeline from FASTQ to peaks and signal tracks. Child of pipeline-guide. Provides stage-by-stage Nextflow execution with Docker containers and cloud deployment. Handles Tn5 transposase offset correction, mitochondrial read removal, nucleosome-free fragment selection, and TSS enrichment scoring. Use when users need to process ATAC-seq data following ENCODE standards. Trigger on: ATAC-seq pipeline, run ATAC-seq, process ATAC-seq, chromatin accessibility, open chromatin, Tn5 shift, TSS enrichment.
    567 repo stars
53. ▌
    Pipeline Chipseq · majiayu000 bundle

    Execute ENCODE ChIP-seq processing pipeline from FASTQ to peaks and signal tracks. Child of pipeline-guide. Provides stage-by-stage Nextflow execution with Docker containers and cloud deployment. Use when users need to process ChIP-seq data following ENCODE standards, run peak calling with MACS2, perform IDR analysis, or generate signal tracks. Trigger on: ChIP-seq pipeline, run ChIP-seq, process ChIP-seq, MACS2 peak calling, IDR analysis, ChIP-seq FASTQ processing.
    567 repo stars
54. ▌
    Quant Validation · majiayu000 bundle

    The methods a financial-ML result has to survive before it is evidence — purged cross-validation with an embargo, triple-barrier labelling, sample uniqueness under overlapping labels, fractional differentiation, meta-labelling, and multiple-testing correction. Written because the invariants were required of quant-researcher and nothing in the project explained how to satisfy them: a rule without a method produces either an invention or a block. Applied whenever a backtest, a feature or a label is being designed or judged.
    567 repo stars
55. ▌
    Retrocausal Pull · majiayu000 bundle

    Attractor-based reasoning engine. The fixed point of IN(f) exerts pull on every iteration before it. Systems with bracket=1 don't just evolve forward -- the end-state shapes the trajectory. Not time travel. Topology. The future is already implicit in the structure. Redemption pulls the whole journey.
    567 repo stars
56. ▌
    Serverless Modal · majiayu000 bundle

    Run GPU workloads on Modal — training, fine-tuning, inference, batch processing. Zero-config serverless: no SSH, no Docker, auto scale-to-zero. Use when user says "modal run", "modal training", "modal inference", "deploy to modal", "need a GPU", "run on modal", "serverless GPU", or needs remote GPU compute.
    567 repo stars
57. ▌
    Seuratclusteringofallcells · majiayu000 bundle

    Performs coarse clustering on ALL cells (including T cells, B cells, and non-T/B cells) before cell type selection. This process identifies broad cell populations to enable subsequent T/B cell selection via `TOrBCellSelection`. Unlike `SeuratClustering` which works on already-selected T/B cells, this provides initial clustering on heterogeneous cell populations.
    567 repo stars
58. ▌
    Tokenizer Design · majiayu000 bundle

    BPE, WordPiece, SentencePiece, and Unigram tokenizer training, vocabulary optimization, domain extension, and multilingual design.
    567 repo stars
59. ▌
    Ab Test Setup · majiayu000 bundle

    When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," or "hypothesis." For tracking implementation, see analytics-tracking.
    567 repo stars
60. ▌
    AI Strategist · majiayu000 bundle

    Use when evaluating AI tools and agentic workflows against workflow gaps, when conducting quarterly landscape scans, or when assessing integration feasibility of new tools for startup workflows.
    567 repo stars
61. ▌
    Alphaear News · majiayu000 bundle

    Fetch hot news, unified trends, and prediction market data. Use when the user needs real-time financial news, trend reports from multiple sources (Weibo, Zhihu, WallstreetCN, etc.), or Polymarket prediction data.
    567 repo stars
62. ▌
    Analyze Agent · majiayu000 bundle

    Analyze Agent
    567 repo stars
63. ▌
    Analyze Skill · majiayu000 bundle

    Analyze skill complexity and get modularization recommendations
    567 repo stars
64. ▌
    Analyzing Wav · majiayu000 bundle

    Analyze WAV audio files for debugging TTS and audio pipelines. Use when checking audio quality, validating WAV format, inspecting waveform patterns, or diagnosing generated speech issues.
    567 repo stars
65. ▌
    Arxiv Watcher · majiayu000 bundle

    Monitor arXiv for new papers in specific fields. Get alerts for relevant research.
    567 repo stars
66. ▌
    Balance Check · majiayu000 bundle

    Analyzes game balance data files, formulas, and configuration to identify outliers, broken progressions, degenerate strategies, and economy imbalances. Use after modifying any balance-related data or design.
    567 repo stars
67. ▌
    Brutal Review · majiayu000 bundle

    Use when user wants brutally honest feedback on business ideas, plans, pitches, or strategies. Triggers on "brutal feedback", "honest review", "devil's advocate", "red team", "tear apart", "critique", "what's wrong with this", "find holes in", "challenge this idea", or requests for harsh/critical evaluation.
    567 repo stars
68. ▌
    Chembl Search · majiayu000 bundle

    Search ChEMBL bioactive molecules database with natural language queries. Find compounds and assay data with Valyu semantic search.
    567 repo stars
69. ▌
    City Distance · majiayu000 bundle

    Calculate line-of-sight and road distances between two cities using free OpenStreetMap services.
    567 repo stars
70. ▌
    Code Explorer · majiayu000 bundle

    Explores codebases to find relevant files, trace execution paths, and map architecture with team communication capabilities for collaborative analysis (converted from agent)
    567 repo stars
71. ▌
    Codebase Sync · majiayu000 bundle

    Convention discovery and rule generation from codebase analysis. Scans project structure, builds search indexes, identifies patterns, and generates enforceable rules.
    567 repo stars
72. ▌
    Codex Consult · majiayu000 bundle

    Get a second opinion from OpenAI Codex on documents, specs, or plans. Use for cross-AI consultation on any content, not just code diffs.
    567 repo stars
73. ▌
    Cost Analysis · majiayu000 bundle

    Break down costs by category (fulfillment, payment, marketplace)
    567 repo stars
74. ▌
    Data Fidelity · majiayu000 bundle

    Fact-checking and source verification workflow for research documents. Launches parallel fact-checkers, aggregates findings, applies corrections systematically.
    567 repo stars
75. ▌
    Dcf Valuation · majiayu000 bundle

    description: DCF valuation methodology — WACC, terminal value, sensitivity
    567 repo stars
76. ▌
    Decision Eval · majiayu000 bundle

    Spawns the decision-scorer agent after architect proposes 2+ variants in an ADR. Produces a weighted scoring table and recommended choice saved to docs/decisions/.
    567 repo stars
77. ▌
    Detect Trends · majiayu000 bundle

    Detect trending topics across multiple articles by analyzing entity co-occurrence and cross-source mentions. Uses memory search to find recent articles and LLM analysis to identify emerging trends.
    567 repo stars
78. ▌
    Dev Buddy Rca · majiayu000 bundle

    Root cause analysis for bugs. Dispatches RCA executors in parallel, consolidates findings, and appends RCA Diagnosis to the plan file.
    567 repo stars
79. ▌
    Devbooks Void · majiayu000 bundle

    devbooks-void：Void 协议执行器：处理高熵/不确定/多方案争议问题，只产出 research_report + ADR + Freeze/Thaw 工件，不产出生产代码。用户说"进入 void/卡住了/不确定/需要调研/冻结解冻"等时使用。
    567 repo stars
80. ▌
    Dk Loop Audit · majiayu000 bundle

    Audit whether an AI agent can autonomously close the loop on problems in a given area — from discovering a symptom to verifying a fix — without human intervention. Evaluates documentation, diagnostic tools, commands, logs, and flows for completeness and actionability. Generates a gap-focused report with ratings. Use this skill whenever someone wants to assess debugging readiness, check if docs are agent-sufficient, audit a workflow for autonomous solvability, evaluate operational tooling coverage, or wants to know 'could an agent fix this on its own?' Triggers on: 'loop audit', 'audit this flow', 'is this debuggable', 'agent readiness', 'can an agent solve this', 'autonomous debugging check', or /dk-loop-audit.
    567 repo stars
81. ▌
    Dr Synthesize · majiayu000 bundle

    dr-explore が作った run（evidence.jsonl / sources）を検証・統合して、 レポート（report.md）と実装計画（implementation_plan.md）を作る。
    567 repo stars
82. ▌
    Due Diligence · majiayu000 bundle

    Comprehensive due diligence on companies or individuals. Investigates background, product, financials, leadership, technology, risks, competitive position, and public reputation. Use when evaluating companies for investment, researching people, or making partnership decisions.
    567 repo stars
83. ▌
    Esper Explore · majiayu000 bundle

    Explore an idea before committing to a plan. Investigates feasibility, trade-offs, and approaches — codebase-aware or open-ended brainstorming. Saves findings to .esper/explorations/ for future /esper:phase intake.
    567 repo stars
84. ▌
    Fast Analysis · majiayu000 bundle

    Analyze exported game files to assess gameplay, model decisions, and likely bugs without raw logs. Use for quick game triage.
    567 repo stars
85. ▌
    Fermi Surface · majiayu000 bundle

    This skill group covers the calculation and visualization of Fermi surfaces -- the constant-energy surface in reciprocal space that separates occupied from unoccupied electronic states at zero temperature. The Fermi surface determines the electronic transport, thermodynamic, and superconducting properties of metals. These skills correspond to VASPKIT menu 26 (tasks 261-267).
    567 repo stars
86. ▌
    Pie Fluid Systems · majiayu000 bundle

    Water-based fluid system design: pipe sizing (Darcy-Weisbach, Hazen-Williams), flow rates, pressure drops, CDU selection for DTC cooling, pump curves, and ASHRAE TC 9.9 water class enforcement. Activates for cooling loop design, plumbing calculations, CDU selection, pump sizing, and hydraulic system validation.
    567 repo stars
87. ▌
    Git Historian · majiayu000 bundle

    Search codebase and git history for keywords. Use when investigating code changes, finding where features were added, or tracking down when bugs were introduced.
    567 repo stars
88. ▌
    Bio Pathway Go Enrichment · majiayu000 bundle

    Gene Ontology over-representation analysis using clusterProfiler enrichGO. Use when identifying biological functions enriched in a gene list from differential expression or other analyses. Supports all three ontologies (BP, MF, CC), multiple ID types, and customizable statistical thresholds.
    567 repo stars
89. ▌
    Gptme Wrapped · majiayu000 bundle

    Analyze your gptme conversation history for insights like token usage, costs, model preferences, and usage patterns - inspired by Spotify Wrapped.
    567 repo stars
90. ▌
    Grok Research · majiayu000 bundle

    Investigate a topic with Grok 4.1 via OpenRouter and generate a Markdown report with a timeline, verifiable claims, and sources (web/X). Use it when the user says “investiga…”, “haz research…”, “averigua…”, “búscame fuentes…”, “research…”, “look into…”, or when you need fast, source-backed research (news, rumors, product/policy changes, competitive context).
    567 repo stars
91. ▌
    Key Takeaways · majiayu000 bundle

    Extracts and summarizes key takeaways from documents, meeting notes, articles, and other text content. Use when the user asks for summaries, bullet points, main points, highlights, or a TL;DR of any document or body of text. Produces structured outputs such as numbered lists, executive summaries, and action items. Supports configurable output formats including JSON export for downstream use.
    567 repo stars
92. ▌
    Kill Argument · majiayu000 bundle

    Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces still-unresolved critical issues. Use when user says "kill argument", "adversarial review", "hostile review", "rebuttal preparation", "reviewer-2 simulation", or before submitting a theory paper that has already passed standard review rounds.
    567 repo stars
93. ▌
    Knowledge Gap · majiayu000 bundle

    Analyze help center for coverage gaps by comparing support tickets to existing articles
    567 repo stars
94. ▌
    Market Regime · majiayu000 bundle

    Analyzes financial market regimes to identify trends, volatility, and shifts in asset classes.
    567 repo stars
95. ▌
    Mathematician · majiayu000 bundle

    Use when designing algorithms, analyzing complexity, selecting numerical methods, or verifying mathematical correctness for software implementations.
    567 repo stars
96. ▌
    Mega Research · majiayu000 bundle

    6つの検索API（Tavily/SerpAPI/Brave/NewsAPI/Reddit/Perplexity）を統合した最強リサーチシステム。 深層調査から出典付きレポート生成まで自動実行。 Use when: (1) user says「徹底調査」「深層リサーチ」「完全調査」「mega-research」, (2) user needs multi-source research with citations, (3) user wants market analysis, competitor research, or trend analysis, (4) user mentions「出典付き」「クロス検証」「複数ソース」. Do NOT use for: simple fact-checking (use research-free), single-source lookups, or when API keys are not configured.
    567 repo stars
97. ▌
    Note Research · majiayu000 bundle

    note.comのリサーチツール - 非公式API + MCP + WebSearchでゼロコストリサーチ
    567 repo stars
98. ▌
    Novelty Check · majiayu000 bundle

    Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
    567 repo stars
99. ▌
    Omia Database · majiayu000 bundle

    Query OMIA (Online Mendelian Inheritance in Animals) for inherited disorders and traits cataloged across species. The veterinary equivalent of OMIM. Use for genetic disease research and breed predisposition data.
    567 repo stars
100. ▌
     Open Notebook · majiayu000 bundle

     Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware AI, searching across materials with full-text and vector search, or running custom content transformations. Supports 16+ AI providers including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral with complete data privacy through self-hosting.
     567 repo stars