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1. ▌
   Web Analytics Patterns · tools-only bundle

   Dashboard → Core Web Vitals → Click metric → Debug View shows top 5 problematic elements.
   7 repo stars
2. ▌
   Web Analytics Patterns 2 · tools-only bundle

   Dashboard → Core Web Vitals → Click metric → Debug View shows top 5 problematic elements.
   7 repo stars
3. ▌
   Atac Seq And Chromatin Accessibility Models · tools-only bundle

   This document covers models for analyzing single-cell ATAC-seq and chromatin accessibility data in scvi-tools.
   7 repo stars
4. ▌
   Spatial Transcriptomics Models · tools-only bundle

   This document covers models for analyzing spatially-resolved transcriptomics data in scvi-tools.
   7 repo stars
5. ▌
   Specialized Modality Models · tools-only bundle

   This document covers models for specialized single-cell data modalities in scvi-tools.
   7 repo stars
6. ▌
   Patterns And Best Practices · tools-only bundle

   Use one store for each domain (user, cart, ui). Split large stores with slices.
   7 repo stars
7. ▌
   Patterns And Best Practices 2 · tools-only bundle

   Use one store for each domain (user, cart, ui). Split large stores with slices.
   7 repo stars
8. ▌
   Merging And Joining · tools-only bundle

   Combining DataFrames is essential for working with relational data. This reference covers merge, join, concat, and advanced combination strategies with pandas 2.0+.
   7 repo stars
9. ▌
   Scientific Talk Types Guide · tools-only bundle

   Different presentation contexts require different approaches, structures, and emphasis.
   7 repo stars
10. ▌
    Philosophy And Approach · tools-only bundle

    Understanding the "why" behind these designers' techniques is as important as the techniques themselves. Their approaches differ significantly, and knowing when to apply each mindset is crucial.
    7 repo stars
11. ▌
    Hci Theory Reference · tools-only bundle

    The theoretical foundations and predictive models behind why interfaces work—or don't.
    7 repo stars
12. ▌
    Mlops Production Patterns · tools-only bundle

    Production ML infrastructure patterns for model deployment, monitoring, and lifecycle management.
    7 repo stars
13. ▌
    Learning Graph JSON Schema Diagram · tools-only bundle

    ├─ "metadata" (blue rounded rectangle) │ ├─ title: string │ ├─ description: string │ ├─ creator: string │ ├─ date: string (ISO 8601) │ ├─ version: string │ ├─ format: string │ └─ license: string │ ├─ "groups" (green…
    7 repo stars
14. ▌
    Multi Tenant Patterns · tools-only bundle

    For Cloudflare for SaaS: Store worker name in custom hostname custom_metadata, retrieve in dispatch worker to route requests. Requires custom hostnames as subdomains of your domain.
    7 repo stars
15. ▌
    Kargo Deployment Patterns Reference · tools-only bundle

    Comprehensive guide to Kargo deployment patterns and architectural approaches.
    7 repo stars
16. ▌
    Stream Patterns · tools-only bundle

    For >1k tokens/day. Prerequisites: Create signing key (see configuration.md).
    7 repo stars
17. ▌
    Stream Patterns 2 · tools-only bundle

    For >1k tokens/day. Prerequisites: Create signing key (see configuration.md).
    7 repo stars
18. ▌
    Multi Tenant Patterns 2 · tools-only bundle

    For Cloudflare for SaaS: Store worker name in custom hostname custom_metadata, retrieve in dispatch worker to route requests. Requires custom hostnames as subdomains of your domain.
    7 repo stars
19. ▌
    Secret Rotation · tools-only bundle

    Auth Worker signs JWT with Secrets Store; API Worker verifies via service binding.
    7 repo stars
20. ▌
    Workers Patterns · tools-only bundle

    Multi-step jobs with automatic retries, state persistence, resume from failure
    7 repo stars
21. ▌
    Patterns Next JS Supabase Typescript · tools-only bundle

    Consistent patterns across the codebase make code easier for future developers (and Claude) to navigate.
    7 repo stars
22. ▌
    Wildcard Pattern · tools-only bundle

    A pattern represents the structure of a single value or a composite value. For example, the structure of a tuple (1, 2) is a comma-separated list of two elements.
    7 repo stars
23. ▌
    Secret Rotation 2 · tools-only bundle

    Auth Worker signs JWT with Secrets Store; API Worker verifies via service binding.
    7 repo stars
24. ▌
    Go Patterns Reference · tools-only bundle

    Interfaces belong where they're USED, not where they're implemented.
    7 repo stars
25. ▌
    Workers Patterns 2 · tools-only bundle

    Multi-step jobs with automatic retries, state persistence, resume from failure
    7 repo stars
26. ▌
    Journal Specific Figure Requirements · tools-only bundle

    Different journals have specific technical requirements for figures. This reference compiles common requirements from major scientific publishers.
    7 repo stars
27. ▌
    Fn 18 Kwn 1 Update Flowctl Rp To Auto Open Rp Window Via Rp · tools-only bundle

    rp-cli open can now launch RepoPrompt windows programmatically. Update flowctl rp pick-window to use this when no existing window is found.
    7 repo stars
28. ▌
    Common Patterns · tools-only bundle

    Code examples for Google Apps Script patterns. Load when a specific pattern is needed.
    7 repo stars
29. ▌
    Google Ads Scripts Common Patterns · tools-only bundle

    Adjusts campaign budgets based on day of week - useful for businesses with different weekend/weekday performance.
    7 repo stars
30. ▌
    Google Apps Script Common Patterns · tools-only bundle

    Reusable patterns for typical Google Apps Script automation scenarios.
    7 repo stars
31. ▌
    Fn 3 Async Mode CLI Control For External Agents · tools-only bundle

    Add CLI commands and sentinel file mechanism. Any tool that can run shell commands (Clawdbot, cron, future TUI) can control Ralph.
    7 repo stars
32. ▌
    Flow Next Tui Mvp · tools-only bundle

    Terminal UI for flow-next Ralph mode. Real-time visibility into autonomous agent runs.
    7 repo stars
33. ▌
    AI Writing Patterns Catalog · tools-only bundle

    Complete reference of patterns to identify and remove. Each pattern includes signal words, the problem it creates, and before/after examples.
    7 repo stars
34. ▌
    High Traffic Read Heavy · tools-only bundle

    Operates in transaction mode: connection acquired per transaction, RESET on return.
    7 repo stars
35. ▌
    High Traffic Read Heavy 2 · tools-only bundle

    Operates in transaction mode: connection acquired per transaction, RESET on return.
    7 repo stars
36. ▌
    Menu Bar · tools-only bundle

    Use this when adding or customizing the macOS/iPadOS menu bar with SwiftUI commands.
    7 repo stars
37. ▌
    R2 SQL Patterns · tools-only bundle

    Common patterns, use cases, and integration examples for R2 SQL.
    7 repo stars
38. ▌
    R2 SQL Patterns 2 · tools-only bundle

    Common patterns, use cases, and integration examples for R2 SQL.
    7 repo stars
39. ▌
    Success Patterns Context Efficiency In Practice · tools-only bundle

    These patterns saved 92% of context tokens. Not theoretical—implemented, tested, verified.
    7 repo stars
40. ▌
    Context Degradation Patterns Technical Reference · tools-only bundle

    This document provides technical details on diagnosing and measuring context degradation.
    7 repo stars
41. ▌
    React Tuning Panels With Leva · tools-only bundle

    Complete guide for building parameter tuning panels in React using Leva.
    7 repo stars
42. ▌
    Supply Chain Security Reference · tools-only bundle

    Supply chain vulnerabilities occur when attackers compromise dependencies, build systems, or distribution mechanisms.
    7 repo stars
43. ▌
    Volcengine Model Purchase Guide · tools-only bundle

    This guide introduces how to purchase and configure the model services required by OpenViking on Volcengine.
    7 repo stars
44. ▌
    Workspaces API · tools-only bundle

    Workspaces in protocols.io enable team collaboration by organizing protocols, managing members, and controlling access permissions.
    7 repo stars
45. ▌
    Fn 18 Kwn 1 Add Create Flag To Setup Review · tools-only bundle

    Add --create flag to flowctl rp setup-review that auto-creates a RepoPrompt window via workspace create --new-window --folder-path when no existing window matches the repo root.
    7 repo stars
46. ▌
    Modern Swiftui Apis Reference · tools-only bundle

    This reference covers modern SwiftUI API usage patterns and deprecated API replacements. Always use the latest APIs to ensure forward compatibility and access to new features.
    7 repo stars
47. ▌
    Mv Patterns Reference · tools-only bundle

    Use this as guidance when deciding whether to introduce a view model.
    7 repo stars
48. ▌
    Best Practices For Production · tools-only bundle

    import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
    7 repo stars
49. ▌
    Best Practices For Production 2 · tools-only bundle

    import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
    7 repo stars
50. ▌
    Best Practices For Production 3 · tools-only bundle

    import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
    7 repo stars
51. ▌
    Cognitive Psychology Reference · tools-only bundle

    Deep dive into how minds work—perception, memory, attention, decision-making, and emotion.
    7 repo stars
52. ▌
    App Wiring And Dependency Graph · tools-only bundle

    Show how to wire the app shell (TabView + NavigationStack + sheets) and install a global dependency graph (environment objects, services, streaming clients, SwiftData ModelContainer) in one place.
    7 repo stars
53. ▌
    API Security Reference · tools-only bundle

    APIs expose application functionality and data, making them prime targets for attackers. This reference covers security for REST APIs, GraphQL, and general API patterns.
    7 repo stars
54. ▌
    Event Library Reference · tools-only bundle

    Comprehensive list of events to track by business type and context.
    7 repo stars
55. ▌
    REST API Patterns Deep Dive · tools-only bundle

    Comprehensive REST API design patterns covering advanced resource modeling, filtering, field selection, HATEOAS, and optimization techniques.
    7 repo stars
56. ▌
    API Routes · tools-only bundle

    Dashboard → Settings → Build → Root directory. Set to subproject (e.g., apps/web).
    7 repo stars
57. ▌
    API Routes 2 · tools-only bundle

    Dashboard → Settings → Build → Root directory. Set to subproject (e.g., apps/web).
    7 repo stars
58. ▌
    Design Critique Principles · tools-only bundle

    Deep reference material for interface critique. See SKILL.md for the lean critique process and output contract.
    7 repo stars
59. ▌
    Business Logic Security Reference · tools-only bundle

    Business logic vulnerabilities occur when the application's logic can be manipulated to achieve unintended outcomes. Unlike technical vulnerabilities, these flaws exploit legitimate functionality in unexpected ways.
    7 repo stars
60. ▌
    AI Writing Patterns Catalog 2 · tools-only bundle

    Complete reference of patterns to identify and remove. Each pattern includes signal words, the problem it creates, and before/after examples.
    7 repo stars
61. ▌
    Voicemode Conversation Patterns · tools-only bundle

    When performing actions that don't require user confirmation, use waitforresponse=False to speak while simultaneously executing other tools. This creates natural, flowing conversations.
    7 repo stars
62. ▌
    Grpc Patterns Deep Dive · tools-only bundle

    Comprehensive gRPC service design, streaming patterns, error handling, interceptors, and production deployment strategies.
    7 repo stars
63. ▌
    Authorization Security Reference · tools-only bundle

    Authorization verifies that a requested action or service is approved for a specific entity—distinct from authentication, which verifies identity.
    7 repo stars
64. ▌
    Healthkit Authorization · tools-only bundle

    HealthKit uses per-data-type, separate read/write authorization. Users grant access individually for each health data type.
    7 repo stars
65. ▌
    Data Protection Reference · tools-only bundle

    Data protection encompasses safeguarding sensitive information throughout its lifecycle: collection, processing, storage, transmission, and disposal. Security failures at any stage can lead to data breaches.
    7 repo stars
66. ▌
    Mlflow Oss LLM Observability And Evaluation · tools-only bundle

    MLflow’s integration with LiteLLM supports advanced observability compatible with OpenTelemetry.
    7 repo stars
67. ▌
    Docker Helm Terraform · tools-only bundle

    import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
    7 repo stars
68. ▌
    Fn 12 Collision Resistant Epic Ids Fn N Xxx Format · tools-only bundle

    Change epic ID format from fn-N to fn-N-xxx where xxx is a 3-char alphanumeric suffix. Prevents merge conflicts when multiple team members create epics simultaneously (both getting fn-5 → collision).
    7 repo stars
69. ▌
    Jakub Krehel S Animation Principles · tools-only bundle

    Jakub Krehel is a design engineer known for his work at jakub.kr. His approach emphasizes subtle production polish—animations that enhance the experience invisibly, designed for real client work where users will…
    7 repo stars
70. ▌
    Swiftui View Structure Reference · tools-only bundle

    SwiftUI's diffing algorithm compares view hierarchies to determine what needs updating. Proper view composition directly impacts performance.
    7 repo stars
71. ▌
    Quick Start 5 · tools-only bundle

    import Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';
    7 repo stars
72. ▌
    Quick Start 6 · tools-only bundle

    import Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem';
    7 repo stars
73. ▌
    Caveats For Redshift · tools-only bundle

    In order to support this pattern in the future, dbt would need to "materialize" the input fixtures as tables, rather than interpolating them as CTEs. Adding this functionality is proposed in GitHub issue #8499.
    7 repo stars
74. ▌
    Emil Kowalski S Animation Principles · tools-only bundle

    Emil Kowalski is a Design Engineer at Linear (previously Vercel). Creator of Sonner, Vaul, and the "Animations on the Web" course. His approach emphasizes restraint, speed, and purposeful motion.
    7 repo stars
75. ▌
    Authentication Patterns · tools-only bundle

    Login flows, session persistence, OAuth, 2FA, and authenticated browsing.
    7 repo stars
76. ▌
    Lwc State Management · tools-only bundle

    LWC state management has evolved beyond simple reactive properties. This guide covers modern patterns for managing complex state across components, including the @lwc/state library and Salesforce Platform State Managers.
    7 repo stars
77. ▌
    Context Engineering Principles · tools-only bundle

    The principles behind file-based planning, distilled from Manus's context engineering approach.
    7 repo stars
78. ▌
    Azure AI Studio · tools-only bundle

    LiteLLM funnels Azure Claude deployments through the azureai/ provider so Claude Opus models on Azure Foundry keep working with Tool Search, Effort, streaming, and the rest of the advanced feature set.
    7 repo stars
79. ▌
    Rsc Boundaries · tools-only bundle

    Detect and prevent invalid patterns when crossing Server/Client component boundaries.
    7 repo stars
80. ▌
    Algorithm Decision Guide · tools-only bundle

    Use this flowchart to select the appropriate matching algorithm. Answer each question in order.
    7 repo stars
81. ▌
    GRAPHQL Patterns Deep Dive · tools-only bundle

    Advanced GraphQL schema design, resolver optimization, subscriptions, federation, and production best practices.
    7 repo stars
82. ▌
    Text And Parsing · tools-only bundle

    Patterns for UTF-8 safety, path normalization, state machine parsing, and round-trip preservation.
    7 repo stars
83. ▌
    Fn 17 Wti Centralize Review Backend Detection · tools-only bundle

    Move detection to /flow-next:setup (one-time), persist to .flow/config.json, remove runtime detection from skills.
    7 repo stars
84. ▌
    Connect CLI Reference · tools-only bundle

    VoiceMode does not connect to external services without explicit opt-in.
    7 repo stars
85. ▌
    Model Context Protocol MCP Tools · tools-only bundle

    The Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to Large Language Models.
    7 repo stars
86. ▌
    MCP Tools Prefer Over Manual Alternatives · tools-only bundle

    MCP server tools are available as direct tool calls — just like Read, Grep, or Bash. They are NOT CLI commands. Do NOT run them via claude mcp call or any shell command. Call them directly as tools.
    7 repo stars
87. ▌
    Langchain Openai Sdk Llamaindex Instructor Curl Examples · tools-only bundle

    These are selected examples. LiteLLM Proxy is OpenAI-Compatible, it works with any project that calls OpenAI. Just change the baseurl, apikey and model.
    7 repo stars
88. ▌
    MCP And Tool Calling · tools-only bundle

    vllm-mlx supports the Model Context Protocol (MCP) for integrating external tools with LLMs.
    7 repo stars
89. ▌
    Fn 17 Wti 2 Add Review Backend Question To Flow Next Setup · tools-only bundle

    Add a review backend question to the /flow-next:setup workflow.
    7 repo stars
90. ▌
    Fn 17 Wti 5 Remove Runtime Detection From Flow Next Work · tools-only bundle

    Remove runtime which rp-cli / which codex detection from flow-next-work skill.
    7 repo stars
91. ▌
    Fn 17 Wti 6 Remove Runtime Detection From Flow Next Plan · tools-only bundle

    Remove runtime which rp-cli / which codex detection from flow-next-plan skill.
    7 repo stars
92. ▌
    Animation Timing Reference · tools-only bundle

    Every animation should answer: What purpose does this serve? If you cannot articulate the purpose, the animation may be excise—wasted time and attention.
    7 repo stars
93. ▌
    Ga4 Implementation Reference · tools-only bundle

    Admin > Data streams > [Stream] > Configure tag settings > Define internal traffic
    7 repo stars
94. ▌
    Google Tag Manager Implementation Reference · tools-only bundle

    Detailed guide for implementing tracking via Google Tag Manager.
    7 repo stars
95. ▌
    Swiftui State Management Reference · tools-only bundle

    Always mark @State properties as private. Use for internal view state that triggers UI updates.
    7 repo stars
96. ▌
    Prometheus Metrics · tools-only bundle

    import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
    7 repo stars
97. ▌
    Prometheus Metrics 2 · tools-only bundle

    import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
    7 repo stars
98. ▌
    Prometheus Metrics 3 · tools-only bundle

    import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; import Image from '@theme/IdealImage';
    7 repo stars
99. ▌
    Signal Detection Techniques · tools-only bundle

    Comprehensive guide to identifying non-obvious patterns using techniques from data journalism, forensic accounting, and OSINT investigation.
    7 repo stars
100. ▌
     Platform Specific Tuning Libraries · tools-only bundle

     Detailed implementation guides for parameter tuning panels across platforms.
     7 repo stars