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1. ▌
   Hook Creator · tools-only bundle

   Creates Claude Code hook scripts for plugins — generates Node.js .cjs files, wires hooks.json, selects correct event and scope. Use when creating hooks, wiring PostToolUse or PreToolUse logic, enforcing validation on tool calls, or building SessionStart context injection. Trigger phrases — create a hook, add a hook to my plugin, build a PostToolUse hook, I need a hook that. <example>User asks to block rm -rf with a PreToolUse hook — hook-creator generates the .cjs script and wires hooks.json.</example> <example>User asks to inject project context on SessionStart — hook-creator builds the context injection script.</example> <example>User asks to run prettier after every Write — hook-creator wires a PostToolUse formatter hook.</example>
   7 repo stars
2. ▌
   Troubleshooting Dbt Job Errors · tools-only bundle

   Use when a dbt Cloud/platform job fails and you need to diagnose the root cause, especially when error messages are unclear or when intermittent failures occur. Do not use for local dbt development errors.
   7 repo stars
3. ▌
   Agentic Orchestration · tools-only bundle

   Patterns for multi-agent coordination, task decomposition, handoffs, and workflow orchestration. Best practices for building and managing agent systems.
   7 repo stars
4. ▌
   MCP Orchestration · tools-only bundle

   Tool discovery, routing, chaining, error handling, and composition for the 34+ MCP scheduling tools. Use when orchestrating complex multi-tool workflows, handling MCP errors, or discovering available capabilities.
   7 repo stars
5. ▌
   Whisper Transcription · tools-only bundle

   Audio transcription using local whisper.cpp server with CUDA acceleration. HTTP API for speech-to-text conversion.
   7 repo stars
6. ▌
   Langchain4j Testing Strategies · tools-only bundle

   Testing strategies for LangChain4j-powered applications. Mock LLM responses, test retrieval chains, and validate AI workflows. Use when testing AI-powered features reliably.
   7 repo stars
7. ▌
   Game Developer · tools-only bundle

   Use when building game systems, implementing Unity/Unreal features, or optimizing game performance. Invoke for Unity, Unreal, game patterns, ECS, physics, networking, performance optimization.
   7 repo stars
8. ▌
   Pr Creation · tools-only bundle

   MUST be used when creating pull requests. Handles context gathering, title generation (conventional commit format), body formatting, and PR creation via GitHub CLI. Creates PRs as drafts by default. Triggers on: 'create PR', 'open PR', 'ready for review', 'push for PR', 'send for review'.
   7 repo stars
9. ▌
   Orchestration Debugging · tools-only bundle

   Troubleshoot agent & tool failures in scheduling orchestration. Use when MCP tools fail, agent communication breaks, constraint engines error, or database operations timeout. Provides systematic incident response and root cause analysis.
   7 repo stars
10. ▌
    Spring Boot Cache · tools-only bundle

    Instruction set for enabling and operating the Spring Cache abstraction in Spring Boot when implementing application-level caching for performance-sensitive workloads.
    7 repo stars
11. ▌
    Spring Boot REST API Standards · tools-only bundle

    Implement REST API design standards and best practices for Spring Boot projects. Use when creating or reviewing REST endpoints, DTOs, error handling, pagination, security headers, HATEOAS and architecture patterns.
    7 repo stars
12. ▌
    Advanced Features 2025 · tools-only bundle

    Advanced 2025 Claude Code plugin features. PROACTIVELY activate for: (1) Agent Skills with progressive disclosure (2) Hook automation (PreToolUse, PostToolUse, etc.) (3) MCP server integration (4) Repository-level configuration (5) Team plugin distribution (6) Context efficiency optimization Provides cutting-edge plugin capabilities and patterns.
    7 repo stars
13. ▌
    Csharp Developer · tools-only bundle

    Use when building C# applications with .NET 8+, ASP.NET Core APIs, or Blazor web apps. Invoke for Entity Framework Core, minimal APIs, async patterns, CQRS with MediatR.
    7 repo stars
14. ▌
    Slime User · tools-only bundle

    Guide for using SLIME (LLM post-training framework for RL Scaling). Use when working with SLIME for reinforcement learning training of language models, including setup, configuration, training execution, multi-turn interactions, custom reward models, tool calling scenarios, or troubleshooting SLIME workflows. Covers GRPO, GSPO, PPO, Reinforce++, multi-agent RL, VLM training, FSDP/Megatron backends, SGLang integration, dynamic sampling, and custom generation functions.
    7 repo stars
15. ▌
    Sf Integration · tools-only bundle

    Creates comprehensive Salesforce integrations with 120-point scoring. Use when setting up Named Credentials, External Services, REST/SOAP callouts, Platform Events, Change Data Capture, or connecting Salesforce to external systems.
    7 repo stars
16. ▌
    Qwen Ollama · tools-only bundle

    Using Qwen 2.5 models via Ollama for local LLM inference, text analysis, and AI-powered automation
    7 repo stars
17. ▌
    Synth API · tools-only bundle

    Use the Synth AI API end-to-end (SDK + HTTP) for eval + GEPA
    7 repo stars
18. ▌
    Tilelang Developer · tools-only bundle

    Write, optimize, and debug high-performance AI compute kernels using TileLang (a Python DSL for GPU programming). Use when the user requests: (1) Writing custom GPU kernels for AI workloads (GEMM, Attention, MLA, etc.), (2) Optimizing existing TileLang code for NVIDIA, AMD, or Ascend hardware, (3) Implementing non-standard operators (like DeepSeek MLA, FlashAttention variants), (4) Debugging TileLang compilation or runtime errors, or (5) Cross-platform kernel development targeting multiple GPU vendors.
    7 repo stars
19. ▌
    GRAPHQL Architect · tools-only bundle

    Use when designing GraphQL schemas, implementing Apollo Federation, or building real-time subscriptions. Invoke for schema design, resolvers with DataLoader, query optimization, federation directives.
    7 repo stars
20. ▌
    AWS Cloudformation Lambda · tools-only bundle

    AWS CloudFormation patterns for Lambda functions, layers, event sources, and integrations. Use when creating Lambda functions with CloudFormation, configuring API Gateway, Step Functions, EventBridge, SQS, SNS triggers, and implementing template structure with Parameters, Outputs, Mappings, Conditions, cross-stack references, and best practices for cold start optimization.
    7 repo stars
21. ▌
    Git Commit Validator · tools-only bundle

    MUST be used for ANY git workflow that involves committing code. This includes explicit commit requests AND implicit ones like 'ship it', 'wrap it up', or finishing implementation work. Handles staging, message generation, validation, and commit execution with conventional commit format.
    7 repo stars
22. ▌
    Agentic Design · tools-only bundle

    Use when building AI agent systems. Covers agent loops, tool calling, planning patterns, memory systems, multi-agent coordination, and safety guardrails. Apply when creating autonomous AI workflows, coding assistants, or task automation systems.
    7 repo stars
23. ▌
    Check Tools · tools-only bundle

    Validates development tool installations across Python, Node.js, Java, Go, Rust, C/C++, Git, and system utilities. Use when verifying environments or troubleshooting dependencies.
    7 repo stars
24. ▌
    Debugging · tools-only bundle

    Systematic debugging frameworks for finding and fixing bugs - includes root cause analysis, defense-in-depth validation, and verification protocols
    7 repo stars
25. ▌
    Cpp Pro · tools-only bundle

    Use when building C++ applications requiring modern C++20/23 features, template metaprogramming, or high-performance systems. Invoke for concepts, ranges, coroutines, SIMD optimization, memory management.
    7 repo stars
26. ▌
    Ralph Loop Init · tools-only bundle

    Transform approved plans into ralph loop infrastructure. Triggers on: '/ralph-loop-init', '/ralph-init', 'setup ralph loop', 'generate ralph loop'. Creates .ralph/ directory with prd.json, loop.py, CLAUDE.md, and supporting files.
    7 repo stars
27. ▌
    Answering Natural Language Questions With Dbt · tools-only bundle

    Use when a user asks a business question that requires querying data (e.g., "What were total sales last quarter?"). NOT for validating, testing, or building dbt models during development.
    7 repo stars
28. ▌
    Adding Dbt Unit Test · tools-only bundle

    Use when adding unit tests for a dbt model or practicing test-driven development (TDD) in dbt
    7 repo stars
29. ▌
    Algorand Vulnerability Scanner · tools-only bundle

    Scans Algorand smart contracts for 11 common vulnerabilities including rekeying attacks, unchecked transaction fees, missing field validations, and access control issues. Use when auditing Algorand projects (TEAL/PyTeal). (project, gitignored)
    7 repo stars
30. ▌
    Ralph Plan · tools-only bundle

    Structured PRD generation with interview, research, and approval workflow. Triggers on: '/ralph-plan <topic>', 'create prd', 'generate prd', 'plan this'. Creates comprehensive Product Requirements Document via interview and research.
    7 repo stars
31. ▌
    Versioning Skills · tools-only bundle

    REQUIRED for all skill development. Automatically version control every skill file modification for rollback/comparison. Use after init_skill.sh, after every str_replace/create_file, and before packaging.
    7 repo stars
32. ▌
    Worker · tools-only bundle

    Task implementation worker. Spawned by flow-next-work to implement a single task with fresh context. Do not invoke directly - use /flow-next:work instead.
    7 repo stars
33. ▌
    Calculate Tax · tools-only bundle

    Calculate cryptocurrency taxes with multi-jurisdiction support, cost basis...
    7 repo stars
34. ▌
    Mempool Agent · tools-only bundle

    Mempool analysis specialist for MEV detection and transaction monitoring
    7 repo stars
35. ▌
    Analyze Chain · tools-only bundle

    Comprehensive blockchain metrics monitoring and on-chain analytics system
    7 repo stars
36. ▌
    Failure Taxonomy · tools-only bundle

    Build a structured taxonomy of failure modes from open-coded trace annotations. Use this skill whenever the user has freeform annotations from reviewing LLM traces and wants to cluster them into a coherent, non-overlapping set of binary failure categories (axial coding). Also use when the user mentions "failure modes", "error taxonomy", "axial coding", "cluster annotations", "categorize errors", "failure analysis", or wants to go from raw observation notes to structured evaluation criteria. This skill covers the full pipeline: grouping open codes, defining failure modes, re-labeling traces, and quantifying error rates.
    7 repo stars
37. ▌
    AI Elements · tools-only bundle

    Vercel AI Elements for workflow UI components. Use when building chat interfaces, displaying tool execution, showing reasoning/thinking, or creating job queues. Triggers on ai-elements, Queue, Confirmation, Tool, Reasoning, Shimmer, Loader, Message, Conversation, PromptInput.
    7 repo stars
38. ▌
    Bio Workflows Metagenomics Pipeline · tools-only bundle

    End-to-end metagenomics workflow from FASTQ to taxonomic and functional profiles. Covers Kraken2 classification, Bracken abundance estimation, and HUMAnN functional profiling. Use when profiling metagenomic samples.
    7 repo stars
39. ▌
    PDF To Structured · tools-only bundle

    Extract structured data from construction PDFs. Convert specifications, BOMs, schedules, and reports from PDF to Excel/CSV/JSON. Use OCR for scanned documents and pdfplumber for native PDFs.
    7 repo stars
40. ▌
    Bio Atac Seq Atac Qc · tools-only bundle

    Quality control metrics for ATAC-seq data including fragment size distribution, TSS enrichment, FRiP, and library complexity. Use when assessing ATAC-seq library quality before or after peak calling to identify problematic samples.
    7 repo stars
41. ▌
    Animation Review · tools-only bundle

    Review web animations by recording the browser and sending video to Gemini for frame-level analysis
    7 repo stars
42. ▌
    Research Curator · tools-only bundle

    Add resources to the research directory with comprehensive documentation. Supports single URL, batch processing via --batch, re-research via --rerun, and validation via --validate. Triggers on "add to research", "document this tool", "research this", or URLs to novel agentic development resources.
    7 repo stars
43. ▌
    Components Brand Visual · tools-only bundle

    When the user wants to define, audit, or apply visual identity (typography, colors, spacing). Also use when the user mentions "brand style guide," "visual identity," "design system," "typography," "color palette," "brand guidelines," or "AI brand aesthetics."
    7 repo stars
44. ▌
    Data Lineage Tracker · tools-only bundle

    Track data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.
    7 repo stars
45. ▌
    Bio Reporting Quarto Reports · tools-only bundle

    Build reproducible scientific documents, presentations, and websites with Quarto supporting R, Python, Julia, and Observable JS. Use when creating reproducible reports with Quarto.
    7 repo stars
46. ▌
    Drawio MCP · tools-only bundle

    Create, edit, and export draw.io diagrams via the draw.io MCP server with real-time browser preview. Use when asked to 'create a diagram', 'draw a flowchart', 'make an architecture diagram', 'visualise this system', or 'update the diagram'. Do NOT use the desktop app or any CLI — all operations go through MCP tool calls.
    7 repo stars
47. ▌
    Cbb Data · tools-only bundle

    College Basketball (CBB) data via ESPN public endpoints — scores, standings, rosters, schedules, game summaries, play-by-play, win probability, rankings, futures, team/player stats, and news for NCAA Division I men's basketball. Zero config, no API keys. Use when: user asks about college basketball scores, March Madness, NCAA tournament, standings, rankings, team rosters, schedules, play-by-play, betting futures, team/player statistics, or CBB news. Don't use when: user asks about NBA/WNBA (use nba-data/wnba-data), college football (use cfb-data), or non-sports topics.
    7 repo stars
48. ▌
    Bio Workflows Multiome Pipeline · tools-only bundle

    End-to-end multiome workflow for joint scRNA-seq + scATAC-seq analysis. Covers data loading, separate modality processing, and WNN integration with Seurat/Signac. Use when analyzing joint scRNA+scATAC data.
    7 repo stars
49. ▌
    Bio Copy Number Cnv Annotation · tools-only bundle

    Annotate CNVs with genes, pathways, and clinical significance. Use when interpreting CNV calls or identifying affected genes from copy number analysis.
    7 repo stars
50. ▌
    Bio Copy Number Cnvkit Analysis · tools-only bundle

    Detect copy number variants from targeted/exome sequencing using CNVkit. Supports tumor-normal pairs, tumor-only, and germline CNV calling. Use when detecting CNVs from WES or targeted panel sequencing data.
    7 repo stars
51. ▌
    Bio Expression Matrix Sparse Handling · tools-only bundle

    Work with sparse matrices for memory-efficient storage of count data. Use when dealing with single-cell data or large bulk RNA-seq datasets where most values are zero.
    7 repo stars
52. ▌
    PPTX Construction · tools-only bundle

    PowerPoint generation for construction: project updates, stakeholder presentations, progress reports, bid presentations. Automated slide creation with charts and data.
    7 repo stars
53. ▌
    Bio Metabolomics Targeted Analysis · tools-only bundle

    Targeted metabolomics analysis using MRM/SRM with standard curves. Covers absolute quantification, method validation, and quality assessment. Use when quantifying specific metabolites using calibration curves and internal standards.
    7 repo stars
54. ▌
    Cwicr Report Generator · tools-only bundle

    Generate professional cost estimation reports from CWICR calculations. HTML, PDF, Excel outputs with charts and breakdowns.
    7 repo stars
55. ▌
    Claude Usage · tools-only bundle

    Report ground-truth Claude token consumption and estimated cost by parsing JSONL session files directly. Use when checking API spend, auditing token usage by project/session/model, generating daily/weekly/monthly cost reports, or diagnosing ccusage undercounting. Includes subagent files that ccusage ignores.
    7 repo stars
56. ▌
    Azure Maps Search Dotnet · tools-only bundle

    Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data. Triggers: "Azure Maps", "MapsSearchClient", "MapsRoutingClient", "MapsRenderingClient", "geocoding .NET", "route directions", "map tiles", "geolocation".
    7 repo stars
57. ▌
    Bio Genome Assembly Contamination Detection · tools-only bundle

    Detect contamination and assess genome quality using CheckM, CheckM2, GTDB-Tk, and GUNC for metagenome-assembled genomes and isolate assemblies. Use when checking assemblies for contamination.
    7 repo stars
58. ▌
    Bio Hi C Analysis Hic Data Io · tools-only bundle

    Load, convert, and manipulate Hi-C contact matrices using cooler format. Read .cool/.mcool files, convert from .hic format, access matrix data, and export to different formats. Use when loading or converting Hi-C contact matrices.
    7 repo stars
59. ▌
    Deploying Monitoring Stacks · tools-only bundle

    Monitor use when deploying monitoring stacks including Prometheus, Grafana, and Datadog. Trigger with phrases like "deploy monitoring stack", "setup prometheus", "configure grafana", or "install datadog agent". Generates production-ready configurations with metric collection, visualization dashboards, and alerting rules.
    7 repo stars
60. ▌
    Bio Hi C Analysis Compartment Analysis · tools-only bundle

    Detect A/B compartments from Hi-C data using cooltools and eigenvector decomposition. Identify active (A) and inactive (B) chromatin compartments from contact matrices. Use when identifying A/B compartments from Hi-C data.
    7 repo stars
61. ▌
    Bio Workflows Atacseq Pipeline · tools-only bundle

    End-to-end ATAC-seq workflow from FASTQ files to differential accessibility and TF footprinting. Covers alignment, peak calling with MACS3, QC metrics, and optional TOBIAS footprinting. Use when running end-to-end ATAC-seq analysis from FASTQ to differential accessibility.
    7 repo stars
62. ▌
    Kpi Dashboard · tools-only bundle

    Build KPI dashboards for construction projects. Track CPI, SPI, quality, safety metrics in real-time.
    7 repo stars
63. ▌
    Bio Data Visualization Network Visualization · tools-only bundle

    Visualize biological networks including gene regulatory networks, protein interaction networks, and co-expression modules using NetworkX, PyVis, and Cytoscape automation. Produces interactive and publication-quality network figures. Use when creating network diagrams from interaction data, GRN results, or co-expression modules.
    7 repo stars
64. ▌
    Chapter Content Generator · tools-only bundle

    This skill generates comprehensive chapter content for intelligent textbooks after the book-chapter-generator skill has created the chapter structure. Use this skill when a chapter index.md file exists with title, summary, and concept list, and detailed educational content needs to be generated at the appropriate reading level with rich non-text elements including diagrams, infographics, and MicroSims. (project, gitignored)
    7 repo stars
65. ▌
    Bio Spatial Transcriptomics Spatial Neighbors · tools-only bundle

    Build spatial neighbor graphs for spatial transcriptomics data using Squidpy. Compute k-nearest neighbors, Delaunay triangulation, and radius-based connectivity for downstream spatial analyses. Use when building spatial neighborhood graphs.
    7 repo stars
66. ▌
    Excel Variance Analyzer · tools-only bundle

    Analyze budget vs actual variances in Excel with drill-down and root cause analysis. Use when performing variance analysis or explaining budget differences. Trigger with phrases like 'excel variance', 'analyze budget variance', 'actual vs budget'.
    7 repo stars
67. ▌
    UI Skills · tools-only bundle

    Opinionated constraints for building better interfaces with agents.
    7 repo stars
68. ▌
    Bio Workflow Management Snakemake Workflows · tools-only 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.
    7 repo stars
69. ▌
    Cwicr Productivity Tracker · tools-only bundle

    Track actual vs planned productivity using CWICR norms. Calculate productivity rates, identify variances, and generate performance reports.
    7 repo stars
70. ▌
    Bio Interaction Databases · tools-only bundle

    Query protein-protein and gene interaction databases including STRING, BioGRID, and IntAct via their REST APIs and Python clients. Retrieve interaction networks, confidence scores, and functional enrichment. Use when building protein interaction networks, contextualizing gene lists with known interactions, or retrieving pathway-level interaction data.
    7 repo stars
71. ▌
    Gemini Claude Resonance · tools-only bundle

    This skill enables cross-model dialogue between Claude and Gemini with shared visual memory. Use when the user wants to generate images, have visual dialogues with AI, create scientific illustrations with continuity, or have multiple AI perspectives respond to the same prompt. Key trigger phrases: "generate an image", "visual dialogue", "ask the daimones", "resonance field", "Minoan tarot", "cross-model", "KV cache", "MESSAGE TO NEXT FRAME".
    7 repo stars
72. ▌
    Bio Metagenomics Kraken · tools-only bundle

    Taxonomic classification of metagenomic reads using Kraken2. Fast k-mer based classification against RefSeq database. Use when performing initial taxonomic classification of shotgun metagenomic reads before abundance estimation with Bracken.
    7 repo stars
73. ▌
    Policyengine District Analysis · tools-only bundle

    Analyze policy impacts for congressional districts and representatives' constituents. Use when the user mentions a specific district (NY-17, CA-52), a representative's name, or asks about geographic policy impacts at district level. Provides HuggingFace district datasets.
    7 repo stars
74. ▌
    Bio Chipseq Peak Calling · tools-only bundle

    ChIP-seq peak calling using MACS3 (or MACS2). Call narrow peaks for transcription factors or broad peaks for histone modifications. Supports input control, fragment size modeling, and various output formats including narrowPeak and broadPeak BED files. Use when calling peaks from ChIP-seq alignments.
    7 repo stars
75. ▌
    Observable Notebooks · tools-only bundle

    Guide for creating Observable Notebooks 2.0, the open-source notebook system for interactive data visualization and exploration. Use this skill when creating, editing, or building Observable notebooks.
    7 repo stars
76. ▌
    Optimizing Defi Yields · tools-only bundle

    Find and compare DeFi yield opportunities across protocols with APY calculations, risk assessment, and optimization recommendations. Use when searching for yield farming opportunities, comparing DeFi protocols, or analyzing APY/APR rates. Trigger with phrases like "find DeFi yields", "compare APY", "best yield farming", "optimize DeFi returns", "stablecoin yields", or "liquidity pool rates".
    7 repo stars
77. ▌
    Bio Crispr Screens Crispresso Editing · tools-only bundle

    CRISPResso2 for analyzing CRISPR gene editing outcomes. Quantifies indels, HDR efficiency, and generates comprehensive editing reports. Use when analyzing amplicon sequencing data from CRISPR editing experiments to assess editing efficiency.
    7 repo stars
78. ▌
    Power Query Coaching · tools-only bundle

    Coaches users to transform messy data into clean, analysis-ready formats using Power Query UI. Diagnoses data problems, visualizes goals, and guides step-by-step transformations.
    7 repo stars
79. ▌
    Bio Machine Learning Survival Analysis · tools-only bundle

    Analyzes time-to-event data using Kaplan-Meier curves, log-rank tests, and Cox proportional hazards regression with lifelines. Builds survival models from clinical and omics features. Use when predicting patient survival or modeling time-to-event outcomes.
    7 repo stars
80. ▌
    Bio Metabolomics Xcms Preprocessing · tools-only bundle

    XCMS3 workflow for LC-MS/MS metabolomics preprocessing. Covers peak detection, retention time alignment, correspondence (grouping), and gap filling. Use when processing raw LC-MS data into a feature table for untargeted metabolomics.
    7 repo stars
81. ▌
    Policyengine Design · tools-only bundle

    PolicyEngine design system — tokens, typography, colors, charts, and branding for all project types
    7 repo stars
82. ▌
    Pandas Construction Analysis · tools-only bundle

    Comprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.
    7 repo stars
83. ▌
    Google Chat Messages · tools-only bundle

    Send Google Chat messages via webhook — text, rich cards (cardsV2), threaded replies. Includes TypeScript types, card builder utility, and widget reference.
    7 repo stars
84. ▌
    Bio Single Cell Lineage Tracing · tools-only bundle

    Reconstruct cell lineage trees from CRISPR barcode tracing or mitochondrial mutations. Use when studying clonal dynamics, cell fate decisions, or developmental trajectories.
    7 repo stars
85. ▌
    Langfuse Migration Deep Dive · tools-only bundle

    Execute complex Langfuse migrations including data migration and platform changes. Use when migrating from other observability platforms, moving between Langfuse instances, or performing major infrastructure migrations. Trigger with phrases like "langfuse migration", "migrate to langfuse", "langfuse data migration", "langfuse platform migration", "switch to langfuse".
    7 repo stars
86. ▌
    React Flow · tools-only bundle

    React Flow (@xyflow/react) for workflow visualization with custom nodes and edges. Use when building graph visualizations, creating custom workflow nodes, implementing edge labels, or controlling viewport. Triggers on ReactFlow, @xyflow/react, Handle, NodeProps, EdgeProps, useReactFlow, fitView.
    7 repo stars
87. ▌
    Synalinks · tools-only bundle

    Build neuro-symbolic LLM applications with Synalinks framework. Use when working with DataModel, Program, Generator, Module, training LLM pipelines, in-context learning, structured output, JSON operators, Branch/Decision control flow, FunctionCallingAgent, RAG/KAG, or Keras-like LLM workflows.
    7 repo stars
88. ▌
    Ifc Qto Extraction · tools-only bundle

    Extract quantities from IFC/Revit models for quantity takeoff. Uses DDC converters to get element counts, areas, volumes, lengths with grouping and reporting.
    7 repo stars
89. ▌
    Bio Atac Seq Atac Peak Calling · tools-only bundle

    Call accessible chromatin regions from ATAC-seq data using MACS3 with ATAC-specific parameters. Use when identifying open chromatin regions from aligned ATAC-seq BAM files, different from ChIP-seq peak calling.
    7 repo stars
90. ▌
    Shiny Bslib · tools-only bundle

    Build modern Shiny dashboards and applications using bslib (Bootstrap 5). Use when creating new Shiny apps, modernizing legacy apps (fluidPage, fluidRow/column, tabsetPanel, wellPanel, shinythemes), or working with bslib page layouts, grid systems, cards, value boxes, navigation, sidebars, filling layouts, theming, accordions, tooltips, popovers, toasts, or bslib inputs. Assumes familiarity with basic Shiny.
    7 repo stars
91. ▌
    Progress Monitoring Cv · tools-only bundle

    Monitor construction progress using computer vision. Analyze site photos and drone imagery to track work completion, detect safety issues, and compare against BIM models.
    7 repo stars
92. ▌
    Bio Hi C Analysis Hic Visualization · tools-only bundle

    Visualize Hi-C contact matrices, TADs, loops, and genomic features using matplotlib, cooltools, and HiCExplorer. Create triangle plots, virtual 4C, and multi-track figures. Use when visualizing contact matrices or genomic features.
    7 repo stars
93. ▌
    Message Bus · tools-only bundle

    File-based message queue for inter-agent coordination. Used by workers AND board directors to communicate. Provides: progress updates, task completion signals, file locking, board deliberation. Core infrastructure for parallel execution.
    7 repo stars
94. ▌
    Loop Plan Evaluator · tools-only bundle

    Evaluate-Loop Step 2: EVALUATE PLAN. Use this agent to verify an execution plan before any code is written. Checks scope alignment, overlap with completed work, DAG validity, dependency correctness, task clarity, and invokes Board of Directors for major tracks. Outputs PASS/FAIL verdict. Triggered by: 'evaluate plan', 'review plan', 'check plan before executing'. Always runs after loop-planner and before loop-executor.
    7 repo stars
95. ▌
    Elevenlabs · tools-only bundle

    Convert documents and text to audio using ElevenLabs text-to-speech. Use this skill when the user wants to create a podcast, narrate a document, read aloud text, generate audio from a file, or convert text to speech.
    7 repo stars
96. ▌
    Policyengine Code Style · tools-only bundle

    PolicyEngine code writing style guide - formula optimization, direct returns, eliminating unnecessary variables
    7 repo stars
97. ▌
    Risk Assessment Ml · tools-only bundle

    Apply machine learning for construction project risk assessment. Predict schedule delays, cost overruns, and safety incidents using historical data and project characteristics.
    7 repo stars
98. ▌
    Bio Single Cell Multimodal Integration · tools-only bundle

    Analyze multi-modal single-cell data (CITE-seq, Multiome, spatial). Use when working with data that measures multiple modalities per cell like RNA + protein or RNA + ATAC. Use when analyzing CITE-seq, Multiome, or other multi-modal single-cell data.
    7 repo stars
99. ▌
    Chunking Strategy · tools-only bundle

    Provides optimal chunking strategies in RAG systems and document processing pipelines. Use when building retrieval-augmented generation systems, vector databases, or processing large documents that require breaking into semantically meaningful segments for embeddings and search.
    7 repo stars
100. ▌
     Prefab Optimization · tools-only bundle

     Optimize prefabrication and modular construction workflows. Plan module sequencing, factory scheduling, transportation logistics, and on-site assembly for maximum efficiency.
     7 repo stars