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- ▌ Mimic Eicu Mapping · tools-only bundleMap equivalent concepts between MIMIC-IV and eICU databases. Use for multi-database studies, external validation, or understanding structural differences between databases.
- ▌ Bio Genome Intervals Coverage Analysis · tools-only bundleCalculate read depth and coverage across genomic intervals using bedtools genomecov and coverage. Generate bedGraph files, compute per-base depth, and summarize coverage statistics. Use when assessing sequencing depth, creating coverage tracks, or evaluating target capture efficiency.
- ▌ Bio Hi C Analysis Contact Pairs · tools-only bundleProcess Hi-C read pairs using pairtools. Parse alignments, filter duplicates, classify pairs, and generate contact statistics from Hi-C sequencing data. Use when processing raw Hi-C read pairs.
- ▌ Twinmind Migration Deep Dive · tools-only bundleComprehensive migration guide from other meeting AI tools to TwinMind. Use when migrating from Otter.ai, Fireflies, Rev, or other transcription services. Trigger with phrases like "migrate to twinmind", "switch from otter", "twinmind migration", "move to twinmind", "replace fireflies".
- ▌ Bio Single Cell Data Io · tools-only bundleRead, write, and create single-cell data objects using Seurat (R) and Scanpy (Python). Use for loading 10X Genomics data, importing/exporting h5ad and RDS files, creating Seurat objects and AnnData objects, and converting between formats. Use when loading, saving, or converting single-cell data formats.
- ▌ Detecting Data Anomalies · tools-only bundleProcess identify anomalies and outliers in datasets using machine learning algorithms. Use when analyzing data for unusual patterns, outliers, or unexpected deviations from normal behavior. Trigger with phrases like "detect anomalies", "find outliers", or "identify unusual patterns".
- ▌ Kaizen Improvement · tools-only bundleTransform transcript analysis findings into actionable improvements. Triggers on "generate hooks from findings", "improve agent", "fix anti-pattern", "kaizen improvement", "generate hook proposals", or "create improvement plan". Provides templates for hook generation, agent prompt refinement, skill patches, CLAUDE.md updates, and script automation from analysis data.
- ▌ Us Gov Shutdown Tracker · tools-only bundleTrack and analyze US government shutdown liquidity impacts by monitoring TGA (Treasury General Account), bank reserves, EFFR, and SOFR data from FRED API. Use when user wants to (1) analyze current or past government shutdown effects on financial markets, (2) track liquidity conditions during fiscal policy disruptions, (3) assess "stealth tightening" effects, (4) compare shutdown episodes across different monetary policy regimes (QE vs QT), or (5) generate liquidity stress reports with historical context. Recommended usage frequency is weekly on Wednesdays after TGA/reserve data releases.
- ▌ Tls Certificate Analysis · tools-only bundleAnalyzes TLS certificates for issuer, SAN, and JARM fingerprints
- ▌ Bio Proteomics Spectral Libraries · tools-only bundleBuild, manage, and search spectral libraries for proteomics. Use when creating or working with spectral libraries for DIA analysis. Covers DDA-based library generation, predicted libraries (Prosit, DeepLC), and library formats.
- ▌ Bio Imaging Mass Cytometry Phenotyping · tools-only bundleCell type assignment from marker expression in IMC data. Covers manual gating, clustering, and automated classification approaches. Use when assigning cell types to segmented IMC cells based on protein marker expression or when phenotyping cells in multiplexed imaging data.
- ▌ SEO Page · tools-only bundleDeep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance. Use when user says "analyze this page", "check page SEO", or provides a single URL for review.
- ▌ Maintainx Upgrade Migration · tools-only bundleMigrate MaintainX API versions and handle breaking changes. Use when upgrading API versions, handling deprecations, or migrating between MaintainX API releases. Trigger with phrases like "maintainx upgrade", "maintainx api version", "maintainx migration", "maintainx breaking changes", "maintainx deprecation".
- ▌ Cwicr Labor Scheduler · tools-only bundleSchedule labor crews based on CWICR norms and project timeline. Calculate crew sizes, shifts, and labor loading curves.
- ▌ Bio Sashimi Plots · tools-only bundleCreates sashimi plots showing RNA-seq read coverage and splice junction counts using ggsashimi or rmats2sashimiplot. Visualizes differential splicing events with grouped samples and junction read support. Use when visualizing specific splicing events or validating differential splicing results.
- ▌ Route Researcher · tools-only bundleResearch North American mountain peaks and generate comprehensive route beta reports
- ▌ Conflict Analyzer · tools-only bundleIdentifies and analyzes conflicts in software requirements including logical contradictions, technical incompatibilities, resource constraints, timeline issues, data conflicts, and stakeholder priority mismatches. Use when reviewing requirement sets, specifications, user stories, or project plans to detect conflicts that could block implementation or cause rework. Provides detailed conflict analysis with resolution strategies and impact assessment.
- ▌ Raman Fitting · tools-only bundleThis skill provides guidance for fitting peaks in Raman spectroscopy data, particularly for materials like graphene. Use this skill when tasks involve Raman spectrum analysis, peak fitting (G peak, 2D peak, D peak), or spectroscopic curve fitting using Lorentzian, Gaussian, or Voigt functions.
- ▌ Bio Hi C Analysis Tad Detection · tools-only bundleCall topologically associating domains (TADs) from Hi-C data using insulation score, HiCExplorer, and other methods. Identify domain boundaries and hierarchical domain structure. Use when calling TADs from Hi-C insulation scores.
- ▌ Bio Metabolomics Msdial Preprocessing · tools-only bundleMS-DIAL-based metabolomics preprocessing as alternative to XCMS. Covers peak detection, alignment, annotation, and export for downstream analysis. Use when processing MS-DIAL output files for R/Python analysis or when preferring GUI-based preprocessing.
- ▌ Bio Spatial Transcriptomics Spatial Deconvolution · tools-only bundleEstimate cell type composition in spatial transcriptomics spots using reference-based deconvolution. Use cell2location, RCTD, SPOTlight, or Tangram to infer cell type proportions from scRNA-seq references. Use when estimating cell type composition in spatial spots.
- ▌ XML Reader · tools-only bundleRead and parse XML from construction systems - P6 schedules, BSDD exports, IFC-XML, COBie-XML. Convert to pandas DataFrames.
- ▌ Schema Optimization Orchestrator · tools-only bundleMulti-phase schema optimization workflow orchestrator. Creates session directories, spawns phase agents sequentially, validates outputs, aggregates results. Trigger: "run schema optimization", "optimize schema workflow", "execute schema phases"
- ▌ Posthog Analytics · tools-only bundleProduct analytics expert using PostHog MCP. Triggers on requests to understand user behavior, surface insights, create dashboards, analyze funnels, track metrics, set up experiments, or answer questions about product performance. Use when working with PostHog data, discussing analytics strategy, investigating user journeys, retention, conversion, feature adoption, or when asked to help understand what's happening in the product.
- ▌ Linear Observability · tools-only bundleImplement monitoring, logging, and alerting for Linear integrations. Use when setting up metrics collection, creating dashboards, or configuring alerts for Linear API usage. Trigger with phrases like "linear monitoring", "linear observability", "linear metrics", "linear logging", "monitor linear integration".
- ▌ Bio Genome Intervals Bigwig Tracks · tools-only bundleCreate and read bigWig browser tracks for visualizing continuous genomic data. Convert bedGraph to bigWig, extract signal values, and generate coverage tracks using UCSC tools and pyBigWig. Use when preparing coverage tracks for genome browsers or extracting signal at specific regions.
- ▌ Kdp Aplus Content · tools-only bundleCreate Amazon-compliant A+ Content for KDP books with text, module layouts, and image specs. Use for A+ Content creation, book detail page design, module selection, compliance checking, rejection avoidance, or KDP marketing materials.
- ▌ Bio Workflows Chipseq Pipeline · tools-only bundleEnd-to-end ChIP-seq workflow from FASTQ files to annotated peaks. Covers QC, alignment, peak calling with MACS3, and peak annotation with ChIPseeker. Use when processing ChIP-seq data from alignment through peak annotation.
- ▌ Bio Longread Qc · tools-only bundleQuality control for long-read sequencing data using NanoPlot, NanoStat, and chopper. Generate QC reports, filter reads by length and quality, and visualize read characteristics. Use when assessing ONT or PacBio run quality or filtering reads before assembly or alignment.
- ▌ Bio Alignment Validation · tools-only bundleValidate alignment quality with insert size distribution, proper pairing rates, GC bias, strand balance, and other post-alignment metrics. Use when verifying alignment data quality before variant calling or quantification.
- ▌ Explanatory Playground · tools-only bundleBuild interactive debugging interfaces that reveal internal system behavior. Use when asked to "help me understand how this works", "show me what's happening", "visualize the state", "build a debug view", "I can't see what's going on", or any request to make opaque system behavior visible. Applies to state machines, data flow, event systems, algorithms, render cycles, animations, CSS calculations, or any mechanism with hidden internals.
- ▌ Components Favicon · tools-only bundleWhen the user wants to implement, optimize, or audit favicon and app icons. Also use when the user mentions "favicon," "app icon," "browser icon," "touch icon," or "PWA icon."
- ▌ Pseudocode To Java Code · tools-only bundleConverts pseudocode descriptions and algorithm specifications into complete, executable Java code. Use this skill when you need to implement algorithms from pseudocode, translate algorithm descriptions to Java, generate Java code from specifications, convert textbook algorithms to working code, or create executable implementations from high-level descriptions. Preserves logic and control flow while handling Java idioms, data structures, and includes test cases for verification.
- ▌ Excel To Bim · tools-only bundlePush Excel data back to BIM models. Update parameters, properties, and attributes from structured spreadsheets.
- ▌ Financial Document Processor · tools-only bundleGuidance for processing financial documents (invoices, receipts, statements) with OCR and text extraction. This skill should be used when tasks involve extracting data from financial PDFs or images, generating summaries (CSV/JSON), or moving/organizing processed documents. Emphasizes data safety practices to prevent catastrophic data loss.
- ▌ Certificate Transparency · tools-only bundleQueries CT logs for certificates and extracts SANs for subdomain discovery
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- ▌ Bio Multi Omics Similarity Network · tools-only bundleSimilarity Network Fusion (SNF) for patient stratification using multi-omics data. Integrates multiple data types into a unified patient similarity network. Use when performing patient stratification or integrating multi-omics data into unified similarity networks.
- ▌ Learning Graph Generator · tools-only bundleGenerates a comprehensive learning graph from a course description, including 200 concepts with dependencies, taxonomy categorization, and quality validation reports. Use this when the user wants to create a structured knowledge graph for educational content.
- ▌ Stitch · tools-only bundleGoogle Stitch design platform skill bundle. Covers design system extraction, prompt enhancement, iterative site building, React component conversion, Remotion walkthrough videos, and shadcn/ui component integration. Activate when user mentions Stitch, design-to-code, DESIGN.md, shadcn/ui, or iterative site generation.
- ▌ Pgvector Semantic Search · tools-only bundleUse this skill for setting up vector similarity search with pgvector for AI/ML embeddings, RAG applications, or semantic search. **Trigger when user asks to:** - Store or search vector embeddings in PostgreSQL - Set up semantic search, similarity search, or nearest neighbor search - Create HNSW or IVFFlat indexes for vectors - Implement RAG (Retrieval Augmented Generation) with PostgreSQL - Optimize pgvector performance, recall, or memory usage - Use binary quantization for large vector datasets **Keywords:** pgvector, embeddings, semantic search, vector similarity, HNSW, IVFFlat, halfvec, cosine distance, nearest neighbor, RAG, LLM, AI search Covers: halfvec storage, HNSW index configuration (m, ef_construction, ef_search), quantization strategies, filtered search, bulk loading, and performance tuning.
- ▌ Analyzing Mempool · tools-only bundleMonitor blockchain mempools for pending transactions, gas analysis, and MEV opportunities. Use when analyzing pending transactions, optimizing gas prices, or researching MEV. Trigger with phrases like "check mempool", "scan pending txs", "find MEV", "gas price analysis", or "pending swaps".
- ▌ Nav Graph · tools-only bundleQuery project knowledge graph. Search across tasks, SOPs, memories, and concepts. Use when user asks "what do we know about X?", "show everything related to X", or "remember this pattern/pitfall/decision".
- ▌ Data Visualization · tools-only bundleCreate visualizations for construction data. Generate charts, graphs, heatmaps, and interactive dashboards using Matplotlib, Seaborn, and Plotly for project analysis and reporting.
- ▌ Bio Epidemiological Genomics Transmission Inference · tools-only bundleInfer pathogen transmission networks and identify likely transmission pairs using TransPhylo and outbreak reconstruction algorithms. Estimate who-infected-whom from genomic and epidemiological data. Use when investigating outbreak transmission chains or identifying superspreaders.
- ▌ Create Visualization · tools-only bundleCreates diagrams and animations for STEM education using Matplotlib and Manim. Use for physics diagrams (FBD, vectors), math plots (functions, geometry), flowcharts, or 3Blue1Brown-style animations.
- ▌ Hig Patterns · tools-only bundleApple Human Interface Guidelines interaction and UX patterns. Use this skill when the user asks about "onboarding flow", "user onboarding", "app launch", "loading state", "drag and drop", "search pattern", "settings design", "notifications", "modality", "multitasking", "feedback pattern", "haptics", "undo redo", "file management", data entry, sharing, collaboration, full screen, audio, video, haptic feedback, ratings, printing, help, or account management in Apple apps. Also use when the user says "how should onboarding work", "my app takes too long to load", "should I use a modal here", "how do I handle errors", "when should I ask for permissions", "how to show progress", or "what's the right way to confirm a delete". Cross-references: hig-foundations for underlying principles, hig-platforms for platform specifics, hig-components-layout for navigation, hig-components-content for data display.
- ▌ Performing Regression Analysis · tools-only bundleExecute this skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin. it analyzes datasets, generates appropriate regression models (linear, polynomial, etc.), validates the models, and provides performa... Use when analyzing code or data. Trigger with phrases like 'analyze', 'review', or 'examine'.
- ▌ Bio Crispr Screens Mageck Analysis · tools-only bundleMAGeCK (Model-based Analysis of Genome-wide CRISPR-Cas9 Knockout) for pooled CRISPR screen analysis. Covers count normalization, gene ranking, and pathway analysis. Use when identifying essential genes, drug targets, or resistance mechanisms from dropout or enrichment screens.
- ▌ Bio Copy Number Cnv Visualization · tools-only bundleVisualize copy number profiles, segments, and compare across samples. Create publication-quality plots of CNV data from CNVkit, GATK, or other callers. Use when creating genome-wide CNV plots, sample heatmaps, or chromosome-level visualizations.
- ▌ Improve · tools-only bundleUniversal recursive improvement. Assesses any aspect of the codebase (design, UX, performance, accessibility) using a recursive observe-grade-fix loop until 9/10. Use when asked to "/improve", "improve design", "improve UX", etc.
- ▌ Map Reduce · tools-only bundleOrchestration pattern for large-scale processing where work is distributed, processed independently, then combined. Map phase splits and processes, Reduce phase aggregates results. Use for codebase-wide analysis, bulk transformations, or any task where "do X to everything, then summarize."
- ▌ Using Git Worktrees · tools-only bundleUse when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
- ▌ Web Archive Analysis · tools-only bundleUses Wayback Machine to detect technology migrations over time
- ▌ Clinical Research Session · tools-only bundleStart a structured clinical research session. Use when users describe research goals, want to analyze cohorts, investigate hypotheses, or need a rigorous research plan. Interviews the user, then produces a research protocol.
- ▌ Bio Reporting Rmarkdown Reports · tools-only bundleCreate reproducible bioinformatics analysis reports with R Markdown including code, results, and visualizations in HTML, PDF, or Word format. Use when generating analysis reports with RMarkdown.
- ▌ Marimo Notebook · tools-only bundleALWAYS use when: creating/editing marimo notebooks, working with any .py file containing @app.cell decorators, building reactive Python notebooks, doing exploratory data analysis in notebook form, converting Jupyter (.ipynb) to marimo, or when user mentions "marimo", "reactive notebook", or asks for an interactive Python notebook. Covers marimo CLI (edit, run, convert, export), UI components (mo.ui.*), layout functions, SQL integration, caching, state management, and wigglystuff widgets. If a task involves notebooks and Python, invoke this skill first.
- ▌ Dagster Integrations · tools-only bundleSkill that helps users discover and understand Dagster integration libraries. Used when users have requests related to integrating with other tools / technologies, or when have users have questions related to specific integration libraries (dagster-*).
- ▌ Nobim Image Generator · tools-only bundleGenerate images and visualizations from Revit/IFC files without BIM software. Python-based noBIM tool for batch processing.
- ▌ Clean Branches · tools-only bundleThis skill should be used when the user says "clean up branches", "delete merged branches", "prune stale branches", "git branch cleanup", "remove old branches", or wants to tidy up or purge old branches.
- ▌ Bio Population Genetics Linkage Disequilibrium · tools-only bundleCalculate linkage disequilibrium statistics (r², D'), perform LD pruning for population structure analysis, identify haplotype blocks, and visualize LD patterns using PLINK, scikit-allel, and LDBlockShow. Use when calculating LD or pruning variants.
- ▌ Build CI Migration Assistant · tools-only bundleAutomatically migrates build systems and CI/CD configurations to target platforms. Use when modernizing build infrastructure, switching CI/CD providers, or standardizing across projects. Supports common migration paths including Maven↔Gradle, npm↔Yarn, Travis CI→GitHub Actions, CircleCI→GitHub Actions, Jenkins→GitLab CI, and GitLab CI→GitHub Actions. Analyzes existing configuration, generates equivalent target configuration, maps dependencies and commands, and provides validation and migration documentation.
- ▌ Dex Obsidian Setup · tools-only bundleEnable Obsidian integration and migrate existing vault to wiki links
- ▌ Labor Rate · tools-only bundleCalculate construction labor rates with overhead, benefits, and productivity factors. Regional rate databases and crew composition.
- ▌ Critical Path Analyzer · tools-only bundleAnalyze project critical path from schedule data. Identify critical activities, calculate float, and assess schedule risk.
- ▌ Python Packaging Complexity · tools-only bundleAnalyze Python package build complexity by inspecting PyPI metadata. Evaluates compilation requirements, dependencies, distribution types, and provides recommendations for wheel building strategies.
- ▌ Refinement Step Generator · tools-only bundleGenerate systematic refinement steps from high-level specifications to concrete implementations in Isabelle/HOL or Coq, preserving correctness obligations at each step. Use when working with formal verification, program refinement, proof development, or when translating abstract specifications into executable code while maintaining formal guarantees. Supports data refinement (abstract types → concrete structures), algorithmic refinement (specifications → algorithms), and stepwise refinement with proof obligations.
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- ▌ Components Cta · tools-only bundleWhen the user wants to design, optimize, or audit call-to-action (CTA) buttons. Also use when the user mentions "CTA," "call to action," "button design," "conversion button," or "primary action."
- ▌ Bio Single Cell Doublet Detection · tools-only bundleDetect and remove doublets (multiple cells captured in one droplet) from single-cell RNA-seq data. Uses Scrublet (Python), DoubletFinder (R), and scDblFinder (R). Essential QC step before clustering to avoid artificial cell populations. Use when identifying and removing doublets from scRNA-seq data.
- ▌ Meeting Notes · tools-only bundleStructured meeting summaries with action items, decisions, and key discussion points. Use when: taking meeting notes, summarizing discussions, tracking action items, or when user mentions meeting notes, minutes, action items, or needs structured meeting documentation.
- ▌ Code Optimizer · tools-only bundleAnalyzes and optimizes code for better performance, memory usage, and efficiency. Use when code is slow, memory-intensive, or inefficient. Supports Python and Java optimization including execution speed improvements, memory reduction, database query optimization, and I/O efficiency. Provides before/after examples with detailed explanations of why optimizations work, complexity analysis, and measurable performance improvements.
- ▌ Microdf · tools-only bundleWeighted pandas DataFrames for survey microdata analysis - inequality, poverty, and distributional calculations
- ▌ Nelson · tools-only bundleCommands a Royal Navy agent squadron from sailing orders through execution and stand-down. Use when work can be parallelized, requires tight coordination, or needs explicit action-station controls, quality gates, and a final captain's log.
- ▌ Platforms Reddit · tools-only bundleWhen the user wants to create Reddit post copy, comments, or optimize for Reddit. Also use when the user mentions "Reddit post," "subreddit," "r/," "Reddit marketing," or "post to Reddit."
- ▌ SEO Audit · tools-only bundleDiagnose and audit SEO issues affecting crawlability, indexation, rankings, and organic performance. Use when the user asks for an SEO audit, technical SEO review, ranking diagnosis, on-page SEO review, meta tag audit, or SEO health check. This skill identifies issues and prioritizes actions but does not execute changes. For large-scale page creation, use programmatic-seo. For structured data, use schema-markup.
- ▌ Arm Cortex Expert · tools-only bundleSenior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers.
- ▌ Yt Ideation · tools-only bundleGenerate and validate YouTube video ideas aligned with content pillars, audience strategy, and priority tiers. Use this skill whenever the user says "generate ideas", "brainstorm videos", "what should I make next", "video ideas", "content ideas", "ideation", "what topics should I cover", or wants to come up with new video concepts.
- ▌ Energy Simulation · tools-only bundleBuilding energy simulation and analysis for construction. Calculate heating/cooling loads, evaluate envelope performance, optimize HVAC sizing, and ensure energy code compliance.
- ▌ Context Optimizer · tools-only bundleAnalyzes Copilot Chat debug logs, agent definitions, skills, and instruction files to audit context window utilization. Provides log parsing, turn-cost profiling, redundancy detection, hand-off gap analysis, and optimization recommendations. Use when optimizing agent context efficiency, identifying where to add subagent hand-offs, or reducing token waste across agent systems.
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- ▌ Startup Wisdom · tools-only bundleApply startup execution wisdom to product, strategy, and business decisions. Use for feature prioritization, build-vs-buy decisions, go-to-market planning, pricing, hiring, scope/timeline reality checks, or when evaluating whether an idea has product-market fit potential.
- ▌ Clash Resolution Analyzer · tools-only bundleAnalyze BIM clash detection results and suggest resolutions. Prioritize clashes, identify patterns, assign responsibility, and track resolution status.
- ▌ Career Setup · tools-only bundleInitialize career development system (job description, ladder, reviews, goals)
- ▌ Update Claudemd · tools-only bundleThis skill should be used when the user asks to update, refresh, optimize, or clean up CLAUDE.md, or when documentation is stale, verbose, or out of sync with codebase reality. Triggers on "update CLAUDE.md", "refresh the docs", "sync CLAUDE.md with the codebase", "optimize project instructions", "clean up CLAUDE.md", "improve CLAUDE.md", "fix CLAUDE.md".
- ▌ L0 · tools-only bundleL0 regularization for neural network sparsification and intelligent sampling - used in survey calibration
- ▌ Parquet Converter · tools-only bundleConvert construction data to/from Parquet format. Optimize storage, enable fast queries, and integrate with data lakehouses.
- ▌ Hig Components System · tools-only bundleApple HIG guidance for system experience components: widgets, live activities, notifications, complications, home screen quick actions, top shelf, watch faces, app clips, and app shortcuts. Use when asked about: "widget design", "live activity", "notification design", "complication", "home screen quick action", "top shelf", "watch face", "app clip", "app shortcut", "system experience". Also use when the user says "how do I design a widget," "what should my notification look like," "how do Live Activities work," "should I make an App Clip," or asks about surfaces outside the main app. Cross-references: hig-components-status for progress in widgets, hig-inputs for interaction patterns, hig-technologies for Siri and system integration.
- ▌ Predictive Analytics Construction · tools-only bundleForecast project outcomes using historical data: cost overruns, schedule delays, risk probabilities. Machine learning models for construction prediction.
- ▌ Cwicr Risk Calculator · tools-only bundleCalculate risk-adjusted cost estimates using CWICR data. Apply contingencies, Monte Carlo simulation, and probability distributions to cost estimates.
- ▌ Labor Productivity Analytics · tools-only bundleAnalyze construction labor productivity using data analytics. Track worker performance, identify inefficiencies, predict resource needs, and optimize crew allocation for maximum efficiency.
- ▌ Design Business Model · tools-only bundleBusiness model design and validation using Business Model Canvas, Lean Canvas, and Value Proposition Canvas. Use when designing new business models, validating startup ideas, achieving product-market fit, or innovating existing business models.
- ▌ Critical Peer Personality · tools-only bundleProfessional, skeptical communication style. Never over-enthusiastic, verifies before agreeing, challenges constructively, proposes instead of asking preferences. Expert peer who coaches, not serves. Triggers on: composing responses, agreeing with user, making recommendations, giving feedback.
- ▌ Azure Resource Manager Postgresql Dotnet · tools-only bundleAzure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "PostgreSQL", "PostgreSqlFlexibleServer", "PostgreSQL Flexible Server", "Azure Database for PostgreSQL", "PostgreSQL database management", "PostgreSQL firewall", "PostgreSQL backup", "Postgres".
- ▌ Azure Resource Manager Mysql Dotnet · tools-only bundleAzure MySQL Flexible Server SDK for .NET. Database management for MySQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "MySQL", "MySqlFlexibleServer", "MySQL Flexible Server", "Azure Database for MySQL", "MySQL database management", "MySQL firewall", "MySQL backup".
- ▌ Pages Pricing · tools-only bundleWhen the user wants to create, optimize, or audit pricing page content and structure. Also use when the user mentions "pricing page," "pricing table," "plans," or "subscription."
- ▌ Learning Capture · tools-only bundleRecognize and capture reusable patterns, workflows, and domain knowledge from work sessions into new skills. Use when completing tasks that involve novel approaches repeated 2+ times, synthesizing complex domain knowledge across conversations, discovering effective reasoning patterns, or developing workflow optimizations. Optimizes for high context window ROI by identifying patterns that will save 500+ tokens per reuse across 10+ future uses.
- ▌ Mama Bear · tools-only bundleStandard search and analysis agent using Sonnet model. Use for regular searches, finding files, checking implementations, or moderate complexity investigations. Writes practical reports to specified file paths for context conservation.
- ▌ Marketing Skills SEO · tools-only bundleSEO audit and optimization for technical SEO, on-page SEO, and content quality.
- ▌ Will Reviewer · tools-only bundleQuality review specialist. Reviews Jenny's design and generates the final Start Prompt. Trigger: Called when Orchestrator needs final review