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1. ▌
   Soql Field Coverage Rules 2 · tools-only bundle

   This guide documents field coverage validation rules for SOQL queries—ensuring that all fields accessed in Apex code are actually queried. This is a common source of runtime errors, especially in LLM-generated code.
   7 repo stars
2. ▌
   Arithmetic Coding Analysis Guide · tools-only bundle

   This reference provides detailed guidance for analyzing arithmetic coding decoders and implementing compatible encoders.
   7 repo stars
3. ▌
   Clientside Web Security 2 · tools-only bundle

   Protect browser clients against code injection, request forgery, UI redress, cross‑site leaks, and unsafe third‑party scripts with layered, context‑aware controls.
   7 repo stars
4. ▌
   Clientside Web Security 3 · tools-only bundle

   Protect browser clients against code injection, request forgery, UI redress, cross‑site leaks, and unsafe third‑party scripts with layered, context‑aware controls.
   7 repo stars
5. ▌
   Control Set 17 Agentic Security Agent 2 · tools-only bundle

   Agentic Security 控制集，适用于完整 AI Agent 系统和类 Agent 组件（Tools, Prompts, Skills）。本控制集关注 Agent 的行为、意图和自主性安全，与 ext-13 (AI/LLM Security) 形成互补关系：
   7 repo stars
6. ▌
   Control Set 17 Agentic Security Agent 3 · tools-only bundle

   Agentic Security 控制集，适用于完整 AI Agent 系统和类 Agent 组件（Tools, Prompts, Skills）。本控制集关注 Agent 的行为、意图和自主性安全，与 ext-13 (AI/LLM Security) 形成互补关系：
   7 repo stars
7. ▌
   Pr Workflow 3 · tools-only bundle

   You are Code-Sage, an expert AI code reviewer and technical writer. Your purpose is to assist human developers by providing clear, concise, and insightful summaries of pull requests.
   7 repo stars
8. ▌
   Sbi Feedback Model Complete Guide · tools-only bundle

   The Situation-Behavior-Impact (SBI) model, developed by the Center for Creative Leadership, provides a structured approach to giving clear, objective feedback that minimizes defensiveness and promotes improvement.
   7 repo stars
9. ▌
   Architecture Review Workflow · tools-only bundle

   This workflow guides you through reviewing plugin architecture using Architect, Security, and Reviewer agents. Identifies issues, security concerns, and improvement opportunities.
   7 repo stars
10. ▌
    File Scaffold 11 · tools-only bundle

    This skill helps developers implement abridge rate limiting and backoff. It provides step-by-step guidance for Abridge integration following best practices and production-ready patterns.
    7 repo stars
11. ▌
    File Scaffold 13 · tools-only bundle

    This skill helps developers implement alchemy rate limiting and backoff. It provides step-by-step guidance for Alchemy integration following best practices and production-ready patterns.
    7 repo stars
12. ▌
    File Scaffold 14 · tools-only bundle

    This skill helps developers implement algolia rate limiting and backoff. It provides step-by-step guidance for Algolia integration following best practices and production-ready patterns.
    7 repo stars
13. ▌
    Engineering Metrics And Kpis Guide 2 · tools-only bundle

    ❌ Lines of Code: Encourages bloat ❌ Hours Worked: Promotes presenteeism ❌ Individual Velocity: Creates competition ❌ Bug Count Without Context: Discourages risk-taking ❌ Commit Count: Encourages tiny commits
    7 repo stars
14. ▌
    Equation Counting Bug Fix · tools-only bundle

    The countequationsin_file() function in book-metrics.py was significantly over-counting LaTeX equations. For example, a signal processing textbook showed 2,421 equations when the actual count was much lower.
    7 repo stars
15. ▌
    Evaluation Metrics For Survival Models · tools-only bundle

    The concordance index measures the rank correlation between predicted risk scores and observed event times.
    7 repo stars
16. ▌
    Enterprise Features 4 · tools-only bundle

    Enterprise deployment, security, compliance, and monitoring for Claude Code.
    7 repo stars
17. ▌
    Evaluation Metrics For Fine Tuned Models · tools-only bundle

    Proper evaluation is critical for understanding fine-tuning success. This reference covers metrics, benchmarking strategies, and evaluation frameworks for fine-tuned language models.
    7 repo stars
18. ▌
    Faq Quality Report · tools-only bundle

    Focus on helping new users understand the course and get started with installation and basic usage.
    7 repo stars
19. ▌
    Authorization And Access Control 2 · tools-only bundle

    Enforce least privilege and precise access decisions for every request and resource, prevent IDOR and mass assignment, and provide strong transaction authorization where necessary.
    7 repo stars
20. ▌
    Authorization And Access Control 3 · tools-only bundle

    Enforce least privilege and precise access decisions for every request and resource, prevent IDOR and mass assignment, and provide strong transaction authorization where necessary.
    7 repo stars
21. ▌
    Expectation Alignment Guide · tools-only bundle

    Frameworks for setting, communicating, and managing expectations with teammates, stakeholders, and leadership.
    7 repo stars
22. ▌
    Filters And Preprocessing · tools-only bundle

    Histolab provides a comprehensive set of filters for preprocessing whole slide images and tiles. Filters can be applied to images for visualization, quality control, tissue detection, and artifact removal.
    7 repo stars
23. ▌
    Repository Evaluation Prompt Awesome Claude Code Full · tools-only bundle

    You are evaluating a repository intended for use in or alongside Claude Code, where certain features (such as hooks, commands, scripts, or automation) may execute implicitly or with elevated trust once enabled by a user.
    7 repo stars
24. ▌
    Unit Testing A Model That Depends On Ephemeral Model S · tools-only bundle

    If you want to unit test a model that depends on an ephemeral model, you must use format: sql for that input.
    7 repo stars
25. ▌
    The Chatsummarysummarizer Node · tools-only bundle

    This guide provides a comprehensive, code-validated overview of the chatSummarySummarizer node. It details its powerful iterative logic and its role as the core engine for creating and updating rolling chat summaries.
    7 repo stars
26. ▌
    Progressive Disclosure Patterns 2 · tools-only bundle

    Skills use a 3-level loading system to manage context efficiently.
    7 repo stars
27. ▌
    Iothackbot Tool Development Guide · tools-only bundle

    This guide documents the standard project structure and development patterns used for iothackbot tools.
    7 repo stars
28. ▌
    External Services Guide 2 · tools-only bundle

    External Services in Salesforce automatically generate Apex classes from OpenAPI (Swagger) specifications, enabling type-safe REST API integrations without writing HTTP code.
    7 repo stars
29. ▌
    JSON Config Reference · tools-only bundle

    This document describes the JSON configuration format for batch image searches.
    7 repo stars
30. ▌
    Interactive Learning Lab · tools-only bundle

    📚 11 interactive tutorials | 🎯 Beginner → Advanced | ⏱️ ~5 hours total
    7 repo stars
31. ▌
    Subagent Orchestration Pattern For Claude Skills · tools-only bundle

    A comprehensive guide to building multi-phase workflows where each phase runs as an isolated subagent with its own context window, strict contracts, and verification gates.
    7 repo stars
32. ▌
    Input Validation And Injection Defense 2 · tools-only bundle

    Ensure untrusted input is validated and never interpreted as code. Prevent injection across SQL, LDAP, OS commands, templating, and JavaScript runtime object graphs.
    7 repo stars
33. ▌
    Input Validation And Injection Defense 3 · tools-only bundle

    Ensure untrusted input is validated and never interpreted as code. Prevent injection across SQL, LDAP, OS commands, templating, and JavaScript runtime object graphs.
    7 repo stars
34. ▌
    External Services Guide · tools-only bundle

    External Services in Salesforce automatically generate Apex classes from OpenAPI (Swagger) specifications, enabling type-safe REST API integrations without writing HTTP code.
    7 repo stars
35. ▌
    Error Handling And Information Disclosure Prevention 2 · tools-only bundle

    Implement secure error handling that prevents information leakage while maintaining system integrity and enabling effective debugging.
    7 repo stars
36. ▌
    Error Handling And Information Disclosure Prevention 3 · tools-only bundle

    Implement secure error handling that prevents information leakage while maintaining system integrity and enabling effective debugging.
    7 repo stars
37. ▌
    Adr 008 Universal File Types And Uri Schemes · tools-only bundle

    Additionally, refs need to support multiple sources beyond local files: MCP resources, GitHub files, HTTP endpoints, etc.
    7 repo stars
38. ▌
    A Comprehensive Guide To Wilmerai Workflow Memory Specific · tools-only bundle

    This document provides a comprehensive catalog of memory-related nodes for use within the WilmerAI workflow system.
    7 repo stars
39. ▌
    Feature V0 5 0 Roadmap Consolidation And Workflow · tools-only bundle

    Reconcile the divergent sources of truth for the claude-skills project (four local v0.5.0 docs, stale ROADMAP.md, misaligned GitHub milestones) into a single consistent system.
    7 repo stars
40. ▌
    Intake Create System Description · tools-only bundle

    Launch parallel analysis threads to produce a SOC2-style living document covering architecture, API surface, security patterns, and external dependencies.
    7 repo stars
41. ▌
    Executive Summary 2 · tools-only bundle

    Software engineering is currently undergoing a major paradigm shift—from waterfall development to agile iteration to AI-assisted programming. This transformation affects philosophy, processes, and technology alike.
    7 repo stars
42. ▌
    Executive Summary 3 · tools-only bundle

    Software engineering is currently undergoing a major paradigm shift—from waterfall development to agile iteration to AI-assisted programming. This transformation affects philosophy, processes, and technology alike.
    7 repo stars
43. ▌
    AI Coding Assistants Setup Guide · tools-only bundle

    Complete guide for integrating the MCP Gateway & Registry with popular AI development tools.
    7 repo stars
44. ▌
    Release V1 0 0 Launch Ready · tools-only bundle

    You've successfully pivoted from commercial to open-source, preserved all quality work, and established a production-ready plugin marketplace just days after Anthropic's announcement.
    7 repo stars
45. ▌
    Package Manager Policy · tools-only bundle

    This enables Corepack to automatically use the correct pnpm version.
    7 repo stars
46. ▌
    Websocket Ws Localhost 3456 · tools-only bundle

    async function analyzeCodebase() { const agents = [ 'security-auditor', 'performance-analyzer', 'code-reviewer', 'test-generator', 'documentation-writer' ];
    7 repo stars
47. ▌
    Gtm Efficiency Benchmarks · tools-only bundle

    SaaS benchmarks by funding stage, industry standards, and strategies for improving go-to-market efficiency.
    7 repo stars
48. ▌
    Importing Servers From Anthropic MCP Registry · tools-only bundle

    This guide explains how to import MCP servers from Anthropic's official MCP Registry into your MCP Gateway.
    7 repo stars
49. ▌
    A Technical Guide To Conversation Timestamps · tools-only bundle

    This guide provides a complete technical reference for WilmerAI's automated conversation timestamping system. The information is validated against the system's source code to ensure accuracy.
    7 repo stars
50. ▌
    P0 Stabilization Complete Master Evidence · tools-only bundle

    All epics delivered with comprehensive proof gates and evidence.
    7 repo stars
51. ▌
    Hierarchical Structure Patterns For Data Resharding · tools-only bundle

    This reference provides detailed patterns for implementing hierarchical directory structures when simple flat organization violates constraints.
    7 repo stars
52. ▌
    No Hardcoded Credentials 2 · tools-only bundle

    NEVER store secrets, passwords, API keys, tokens or any other credentials directly in source code.
    7 repo stars
53. ▌
    No Hardcoded Credentials 3 · tools-only bundle

    NEVER store secrets, passwords, API keys, tokens or any other credentials directly in source code.
    7 repo stars
54. ▌
    Coordinated Agents 5 · tools-only bundle

    You are the Corpus Orchestrator - coordinating linguistics agents to build and maintain powerful corpus linguistics tools.
    7 repo stars
55. ▌
    Coordinated Agents 6 · tools-only bundle

    You are the Deploy Orchestrator - coordinating infrastructure agents to ensure safe, verified deployments. You manage the critical path from code to running service, with proper validation at every step.
    7 repo stars
56. ▌
    Mental Model Builder · tools-only bundle

    Analyze code changes and present them as a coherent mental model - breaking large diffs into logical chunks ordered by dependency so they can be understood incrementally.
    7 repo stars
57. ▌
    Feature Checklist Generator · tools-only bundle

    Generates a comprehensive feature checklist for an intelligent textbook by scanning the project's mkdocs.yml configuration and docs/ directory to automatically detect which features are implemented.
    7 repo stars
58. ▌
    Session Log Fix Equation Count Algorithm · tools-only bundle

    Fix the countequationsin_file() function in src/book-metrics/book-metrics.py which was over-counting LaTeX equations. The signal processing textbook showed 2,421 equations, which seemed unrealistically high.
    7 repo stars
59. ▌
    Faq Question Pattern Analysis Workflow 2 · tools-only bundle

    Purpose: Illustrate the systematic process of identifying common student questions from course materials and learning analytics
    7 repo stars
60. ▌
    Coordinated Agents 4 · tools-only bundle

    You are the Checkpoint Orchestrator - coordinating the four core maintenance agents to ensure projects stay clean, documented, and ready for the next session.
    7 repo stars
61. ▌
    Fix Report MCP Management CLI Errors · tools-only bundle

    Config path .claude/.mcp.json resolved relative to process.cwd(), causing wrong lookup when running from scripts/ directory.
    7 repo stars
62. ▌
    What It Measures 12 · tools-only bundle

    Unlike benchmarks that evaluate code generation in isolation, TerminalBench tests whether an agent can interact with a real shell environment to achieve concrete outcomes.
    7 repo stars
63. ▌
    File Scaffold 16 · tools-only bundle

    This skill helps developers implement anthropic rate limiting and backoff. It provides step-by-step guidance for Anthropic integration following best practices and production-ready patterns.
    7 repo stars
64. ▌
    Pull Request Description Guidelines · tools-only bundle

    Good PR descriptions help reviewers understand the context and impact of your changes. They enable faster reviews, better decision-making, and serve as valuable historical documentation.
    7 repo stars
65. ▌
    Claude Skills Roadmap 2 · tools-only bundle

    Added 9 skills across Data Science (pandas-pro, spark-engineer, ml-pipeline), AI/LLM (prompt-engineer, rag-architect, fine-tuning-expert), and Platform (salesforce-developer, shopify-expert, wordpress-pro) domains.
    7 repo stars
66. ▌
    Claude Skills Roadmap 3 · tools-only bundle

    Added 9 skills across Data Science (pandas-pro, spark-engineer, ml-pipeline), AI/LLM (prompt-engineer, rag-architect, fine-tuning-expert), and Platform (salesforce-developer, shopify-expert, wordpress-pro) domains.
    7 repo stars
67. ▌
    Claude Skills Roadmap 4 · tools-only bundle

    Added 9 skills across Data Science (pandas-pro, spark-engineer, ml-pipeline), AI/LLM (prompt-engineer, rag-architect, fine-tuning-expert), and Platform (salesforce-developer, shopify-expert, wordpress-pro) domains.
    7 repo stars
68. ▌
    Claude Skills Roadmap 5 · tools-only bundle

    Added 9 skills across Data Science (pandas-pro, spark-engineer, ml-pipeline), AI/LLM (prompt-engineer, rag-architect, fine-tuning-expert), and Platform (salesforce-developer, shopify-expert, wordpress-pro) domains.
    7 repo stars
69. ▌
    Claude Skills Roadmap 6 · tools-only bundle

    Added 9 skills across Data Science (pandas-pro, spark-engineer, ml-pipeline), AI/LLM (prompt-engineer, rag-architect, fine-tuning-expert), and Platform (salesforce-developer, shopify-expert, wordpress-pro) domains.
    7 repo stars
70. ▌
    Nucleus Roadmap · tools-only bundle

    Nucleus aims to be the definitive Agent Control Plane - the governance layer that makes autonomous AI agents safe, auditable, and controllable.
    7 repo stars
71. ▌
    Mira Roadmap · tools-only bundle

    This document outlines planned development for MIRA. If you're interested in contributing, look for issues tagged with help wanted or good first issue.
    7 repo stars
72. ▌
    Alloy Roadmap · tools-only bundle

    This page outlines the planned work for Alloy. It captures themes and release-sized milestones. Day-to-day tasks are tracked in GitHub Issues and grouped under Milestones.
    7 repo stars
73. ▌
    Eeg Analysis And Microstates · tools-only bundle

    Analyze electroencephalography (EEG) signals for frequency band power, channel quality assessment, source localization, and microstate identification.
    7 repo stars
74. ▌
    Electromyography Emg Analysis · tools-only bundle

    Electromyography (EMG) measures electrical activity produced by skeletal muscles during contraction.
    7 repo stars
75. ▌
    Multi User Patterns · tools-only bundle

    Building applications where multiple users interact with Letta agents.
    7 repo stars
76. ▌
    Agent Files And Folders · tools-only bundle

    Agent Files (.af) are portable snapshots of an agent's configuration, memory, and tools.
    7 repo stars
77. ▌
    Graph Multi Agent Pattern · tools-only bundle

    A Graph is a deterministic directed graph based agent orchestration system where agents, custom nodes, or other multi-agent systems (like Swarm or nested Graphs) are nodes in a graph.
    7 repo stars
78. ▌
    Graph Multi Agent Pattern 2 · tools-only bundle

    A Graph is a deterministic directed graph based agent orchestration system where agents, custom nodes, or other multi-agent systems (like Swarm or nested Graphs) are nodes in a graph.
    7 repo stars
79. ▌
    Basic Streaming · tools-only bundle

    Real-time streaming of agent responses for better user experience.
    7 repo stars
80. ▌
    Fda Drug Databases · tools-only bundle

    This reference covers all FDA drug-related API endpoints accessible through openFDA.
    7 repo stars
81. ▌
    Admin UI · tools-only bundle

    ContextForge includes a built-in Admin UI for managing all entities in real time via a web browser.
    7 repo stars
82. ▌
    Bee Agent Framework Integration With Contextforge · tools-only bundle

    The Bee Agent Framework is an open-source platform developed by IBM for building, deploying, and managing AI agents at scale.
    7 repo stars
83. ▌
    Tags System · tools-only bundle

    ContextForge provides a comprehensive tag system for organizing and filtering entities. Tags help categorize tools, resources, prompts, servers, and gateways, making them easier to discover and manage.
    7 repo stars
84. ▌
    Discord Integration · tools-only bundle

    Discord integration allows IntentKit agents to interact with users on Discord. Each agent can have its own Discord bot that responds to messages in servers and DMs.
    7 repo stars
85. ▌
    Cascadeflow Streaming Guide · tools-only bundle

    cascadeflow provides real-time streaming for both text responses and tool calls, with full visibility into cascade decisions, quality validation, and cost tracking.
    7 repo stars
86. ▌
    Cascadeflow Streaming Guide 2 · tools-only bundle

    cascadeflow provides real-time streaming for both text responses and tool calls, with full visibility into cascade decisions, quality validation, and cost tracking.
    7 repo stars
87. ▌
    Three Phase Design Review Architect Refine Critique · tools-only bundle

    Use the architect-refine-critique:architect subagent to create the initial design for [target] with name=[name], then use the architect-refine-critique:refiner subagent to improve the design with name=[name], then use…
    7 repo stars
88. ▌
    Bindings API Reference · tools-only bundle

    Cloudflare generates binding types via npx wrangler types. This creates .wrangler/types/runtime.d.ts with your Env interface.
    7 repo stars
89. ▌
    Style Guide · tools-only bundle

    The Strands Agents style guide aims to establish consistent formatting, naming conventions, and structure across all code in the repository. We strive to make our code clean, readable, and maintainable.
    7 repo stars
90. ▌
    Style Guide 2 · tools-only bundle

    The Strands Agents style guide aims to establish consistent formatting, naming conventions, and structure across all code in the repository. We strive to make our code clean, readable, and maintainable.
    7 repo stars
91. ▌
    External Plugin Mtls Setup Guide · tools-only bundle

    This guide covers how to set up mutual TLS (mTLS) authentication between ContextForge and external plugin servers.
    7 repo stars
92. ▌
    OAUTH 2 0 Integration · tools-only bundle

    This guide explains how to configure and operate OAuth 2.0 authentication for ContextForge when connecting to MCP servers or downstream APIs on behalf of users or services.
    7 repo stars
93. ▌
    Forensic Tools Reference · tools-only bundle

    Primary tool for recovering deleted files from ext filesystems.
    7 repo stars
94. ▌
    What Is Browser Use Cloud · tools-only bundle

    Instructions for AI Agents to assist the user in using Browser Use Cloud
    7 repo stars
95. ▌
    Memory Block Size Management · tools-only bundle

    When a block covers multiple independent topics, split into focused blocks.
    7 repo stars
96. ▌
    Streaming Messages 2 · tools-only bundle

    Streaming Messages allow real-time content retrieval while the model generates responses, without waiting for the complete response to be generated.
    7 repo stars
97. ▌
    P0 Must Have 7 · tools-only bundle

    Tracked features, ideas, and deferred work for grooming and future sessions.
    7 repo stars
98. ▌
    P0 Must Have 9 · tools-only bundle

    Tracked features, ideas, and deferred work for grooming and future sessions.
    7 repo stars
99. ▌
    P0 Must Have 11 · tools-only bundle

    Tracked features, ideas, and deferred work for grooming and future sessions.
    7 repo stars
100. ▌
     P0 Must Have 12 · tools-only bundle

     Tracked features, ideas, and deferred work for grooming and future sessions.
     7 repo stars