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1. ▌
   API Reviewer Agent · tools-only bundle

   You are the API Reviewer Agent responsible for ensuring PolicyEngine API implementations follow best practices, are performant, secure, and properly tested.
   7 repo stars
2. ▌
   Core Web Vitals Thresholds February 2026 · tools-only bundle

   Use this breakdown to identify which phase is causing LCP issues.
   7 repo stars
3. ▌
   Iproute Review Iproute2 Patch Review · tools-only bundle

   Using the prompt review-core.md and the review prompt directory, do a deep dive regression analysis of the top commit, or the provided patch/commit.
   7 repo stars
4. ▌
   Core Concepts 4 Layer Model Workflow Pipeline Decision Tree · tools-only bundle

   Core concepts that explain what Claude Code is and how it fundamentally operates.
   7 repo stars
5. ▌
   File Selection · tools-only bundle

   How ty selects which files to check, include/exclude patterns, gitignore integration, and the default excluded directories.
   7 repo stars
6. ▌
   The 8 Lr Primitives The Lego Bricks · tools-only bundle

   AddValueNode: Adds/copies data to the state. It's the perfect "final" node to copy {draftanswer} to {finalanswer}.
   7 repo stars
7. ▌
   Experiment Management · tools-only bundle

   Test cases in Strands Evals are organized into Experiment objects. This guide covers practical patterns for managing experiments and test cases.
   7 repo stars
8. ▌
   Format Specific Exploration Recipes · tools-only bundle

   Per-format commands for exploring structured data with dasel v3. Each section covers the format's unique characteristics and provides concrete commands.
   7 repo stars
9. ▌
   Native Sandboxing In Claude Code · tools-only bundle

   Write access is inherently restricted to CWD by the sandbox. To block reads to sensitive directories, use permission deny rules as shown above.
   7 repo stars
10. ▌
    AWS Chalice Lambda Framework · tools-only bundle

    Complete guide for building AWS Lambda functions with the AWS Chalice framework.
    7 repo stars
11. ▌
    Cforge Gateway Deployment Tool · tools-only bundle

    The cforge gateway command is a powerful deployment tool for ContextForge and its external plugins.
    7 repo stars
12. ▌
    Raw Java Lambda Reference · tools-only bundle

    Complete guide for creating minimal AWS Lambda functions in pure Java without frameworks.
    7 repo stars
13. ▌
    Export Workflow · tools-only bundle

    Complete guide for exporting Aldea slide decks to PDF and static HTML.
    7 repo stars
14. ▌
    Ibm Code Engine · tools-only bundle

    This file is mounted into the container (via --env-file=.env), so its keys live inside Code Engine at runtime. Treat it as an application secret store.
    7 repo stars
15. ▌
    Lua Folder Structure · tools-only bundle

    The main game directory for Garry's Mod is the garrysmod folder located next to the game's executable hl2.exe, and contains much of the content you see while playing the game.
    7 repo stars
16. ▌
    AI Code Traceability And Attribution · tools-only bundle

    The rise of AI coding assistants has created a new challenge: knowing which code came from AI and which from humans.
    7 repo stars
17. ▌
    Error Pattern Catalog · tools-only bundle

    Comprehensive catalog of common test error patterns organized by framework and language.
    7 repo stars
18. ▌
    Reviewing Pr Arguments 2 · tools-only bundle

    Spawn a general-purpose agent to analyze the diff and write a short context file. Must be general-purpose (not Explore) because it needs the Write tool to save the summary to disk.
    7 repo stars
19. ▌
    Design By Contract In Python · tools-only bundle

    Design by Contract (DbC) is a software development approach where software components specify formal contracts consisting of preconditions, postconditions, and invariants.
    7 repo stars
20. ▌
    Backdating Arguments · tools-only bundle

    Coordinate a multi-agent workflow to add historical date entries, fix reference quality, review formula correctness, and improve test coverage for an existing state program's parameters.
    7 repo stars
21. ▌
    Plan Bicep Implementation 3 · tools-only bundle

    Create a comprehensive, machine-readable implementation plan by discovering governance constraints, verifying AVM module availability, and designing the complete Bicep template structure.
    7 repo stars
22. ▌
    Kiro CLI Integration Guide 2 · tools-only bundle

    This guide explains how to use Antigravity Awesome Skills with Kiro CLI, AWS's agentic AI-powered coding assistant.
    7 repo stars
23. ▌
    Agent Evaluation · tools-only bundle

    When you create custom agents in .claude/agents/, you're encoding specialized expertise into reusable workflows. But how do you know if your agents are actually effective?
    7 repo stars
24. ▌
    Deploying Contextforge On Google Cloud Run · tools-only bundle

    ContextForge can be deployed to Google Cloud Run, a fully managed, autoscaling platform for containerized applications.
    7 repo stars
25. ▌
    Dead Code Patterns Reference · tools-only bundle

    This document catalogs common patterns of dead code and how to identify them.
    7 repo stars
26. ▌
    Resource Evaluation Beyond Vibe Coding Addy Osmani · tools-only bundle

    Comprehensive book guiding developers from "vibe coding" (rapid AI-assisted prototyping without deep understanding) to professional AI-aided engineering practices.
    7 repo stars
27. ▌
    Editing And Confirming · tools-only bundle

    Confirming matters for many workflows, especially when exporting back to a CAT tool.
    7 repo stars
28. ▌
    Lr V1 2 0 Release Notes · tools-only bundle

    This release focuses on "Glass Box" visibility, incorporating feedback from power users who need granular cost tracking and cleaner debug logs.
    7 repo stars
29. ▌
    Lr V1 3 0 Release Notes · tools-only bundle

    This release focuses on hardening the framework for enterprise and regulatory compliance (EU AI Act), while refactoring the core execution engine for better separation of concerns.
    7 repo stars
30. ▌
    Understanding Evaluation Results · tools-only bundle

    This guide explains how to interpret and analyze mcpbr evaluation results.
    7 repo stars
31. ▌
    Rpc Development Guide · tools-only bundle

    This guide covers everything about NotebookLM's RPC protocol: capturing calls, debugging issues, and implementing new methods.
    7 repo stars
32. ▌
    REST API Design Rules Reference · tools-only bundle

    REST APIs should focus on resources (nouns) rather than actions (verbs). The HTTP methods provide the actions.
    7 repo stars
33. ▌
    Evolution Scoring Framework · tools-only bundle

    The Evolution/Timelessness lens is the core evaluative perspective for SkillForge v4.0. Every skill must score ≥7 on timelessness to be approved.
    7 repo stars
34. ▌
    Claude Quickstarts 2 · tools-only bundle

    Claude Quickstarts is the official Anthropic repository of deployable reference applications built on the Claude API.
    7 repo stars
35. ▌
    Debugging Failing MCP Servers In Claude Code · tools-only bundle

    Claude Code stores per-session JSONL log files for each MCP server in ~/.cache/claude-cli-nodejs//mcp-logs-/.
    7 repo stars
36. ▌
    Long Running Agent Start Coding Session 2 · tools-only bundle

    You are a Coding Agent starting a new session on an ongoing project. Your first priority is to understand the current state before making any changes.
    7 repo stars
37. ▌
    Python Edge Cases And Testing Patterns · tools-only bundle

    Python-specific edge cases, common pitfalls, and testing patterns using pytest, unittest, and Hypothesis.
    7 repo stars
38. ▌
    Claude Code Options · tools-only bundle

    Advanced Claude Code SDK options can be passed through API requests using unofficial extension parameters.
    7 repo stars
39. ▌
    Cloud Storage Guide For Idc · tools-only bundle

    IDC maintains all DICOM files in public cloud storage buckets mirrored between Google Cloud Storage (GCS) and AWS S3. This guide covers bucket organization, file structure, access methods, and versioning.
    7 repo stars
40. ▌
    Question Patterns For Effective Clarification · tools-only bundle

    This reference provides templates, patterns, and best practices for formulating clarifying questions that are grounded in research and lead to actionable answers.
    7 repo stars
41. ▌
    Production Safety Rules · tools-only bundle

    When AI reliability crosses ~95%, shift from manual review to automated guardrails.
    7 repo stars
42. ▌
    Sandbox Isolation For Coding Agents · tools-only bundle

    Docker Sandboxes run AI coding agents in microVM-based isolation on your local machine. Each sandbox gets its own private Docker daemon and filesystem. Sandboxes do NOT appear in docker ps — they are VMs, not containers.
    7 repo stars
43. ▌
    Contextforge Security Features 2 · tools-only bundle

    For production deployments, always include JTI in issued tokens to enable proper caching, revocation, and audit capabilities.
    7 repo stars
44. ▌
    Opentelemetry Setup For Navigator · tools-only bundle

    Navigator will now show real-time statistics when you start sessions.
    7 repo stars
45. ▌
    Google OAUTH Oidc Setup Tutorial · tools-only bundle

    This tutorial walks you through setting up Google Single Sign-On (SSO) authentication for ContextForge, allowing users to log in with their Google accounts.
    7 repo stars
46. ▌
    Dependency Manifest Formats · tools-only bundle

    This reference documents the dependency manifest and lockfile formats for supported ecosystems.
    7 repo stars
47. ▌
    Lr V1 7 0 Release Notes · tools-only bundle

    LLMNode has received a major upgrade with enterprise-grade features seamlessly integrated into the LiteLLM backend.
    7 repo stars
48. ▌
    Exploration Before Implementation · tools-only bundle

    Before coding, ask Claude for multiple approaches with trade-offs. This prevents anchoring bias—the tendency to fixate on the first solution proposed.
    7 repo stars
49. ▌
    Developer Onboarding Checklist 2 · tools-only bundle

    The fastest way to get started is using the VS Code Dev Container, which provides a fully-configured development environment.
    7 repo stars
50. ▌
    Extend Claude With Skills · tools-only bundle

    Skills extend what Claude can do. Create a SKILL.md file with instructions, and Claude adds it to its toolkit. Claude uses skills when relevant, or you can invoke one directly with /skill-name.
    7 repo stars
51. ▌
    Overwatch Mode Data Driven Deck Authoring · tools-only bundle

    A YAML spec serves as Claude's brief for composing each slide. Claude reads the spec alongside overwatch-slide-templates.md to produce each slide .tsx file.
    7 repo stars
52. ▌
    Debugging Strategies · tools-only bundle

    Advanced debugging techniques and systematic approaches for diagnosing complex test failures.
    7 repo stars
53. ▌
    Prompt Optimization · tools-only bundle

    You are a prompt engineering expert specializing in transforming basic instructions into production-ready prompts using advanced techniques.
    7 repo stars
54. ▌
    Configuration Schema · tools-only bundle

    All ty configuration keys, their types, defaults, and valid values. Load when the user asks about ty.toml, pyproject.toml settings, or any configuration option.
    7 repo stars
55. ▌
    Policy Quick Reference · tools-only bundle

    Scan policies control all tuning knobs, detection thresholds, and rule enablement in Skill Scanner. Every setting has a sensible default; custom policies merge on top so you only specify what you want to change.
    7 repo stars
56. ▌
    Code Quality Checklist · tools-only bundle

    Comprehensive checklist for assessing code quality and identifying technical debt in legacy codebases.
    7 repo stars
57. ▌
    Create Data Extensions Workflow 2 · tools-only bundle

    Generate data extension YAML files to improve CodeQL's data flow coverage for project-specific APIs. Runs after database build and before analysis.
    7 repo stars
58. ▌
    Databricks CLI Installation · tools-only bundle

    Install or update the Databricks CLI on macOS, Windows, or Linux using doc-validated methods (Homebrew, WinGet, curl install script, manual download, or user directory install for non-sudo environments).
    7 repo stars
59. ▌
    Product Design Skill MCP Integration Implementation Summary · tools-only bundle

    Successfully implemented direct Python → Figma MCP integration for Navigator's product-design skill.
    7 repo stars
60. ▌
    Cognitive Foundations 2 · tools-only bundle

    Mental models, error psychology, attention, and measurement approaches for interaction design.
    7 repo stars
61. ▌
    Generate Crud Implementation 2 · tools-only bundle

    You are a Spring Boot CRUD generation specialist. Your task is to generate a complete CRUD implementation for the domain class "$1" using the spring-boot-crud-patterns skill.
    7 repo stars
62. ▌
    Security Analysis For Typescript Node JS Applications · tools-only bundle

    Execute comprehensive security review for TypeScript/Node.js applications. Analyze vulnerabilities, dependencies, security configurations, and best practices specific to the TypeScript ecosystem.
    7 repo stars
63. ▌
    Help Us Test Session Management Features · tools-only bundle

    I've implemented session management patterns from Anthropic's article "Effective harnesses for long-running agents" in the feature/anthropic-patterns branch.
    7 repo stars
64. ▌
    Everything Claude Code · tools-only bundle

    Everything Claude Code (ECC) is a complete, production-hardened Claude Code plugin delivering 13 specialized sub-agents, 48+ skills, 31+ slash commands, a trigger-based hooks pipeline, multi-language rules, and MCP…
    7 repo stars
65. ▌
    Execution Steps 2 · tools-only bundle

    Provides comprehensive security review for TypeScript/Node.js applications (Next.js, NestJS, Express, etc.). Use when auditing security vulnerabilities or before deploying to production.
    7 repo stars
66. ▌
    Admin UI Customization 2 · tools-only bundle

    ContextForge's Admin UI supports flexible section visibility for embedding in third-party portals, restricting views for specific audiences, and reducing dashboard clutter.
    7 repo stars
67. ▌
    Capability Probe Spec Gate Artifact 1 · tools-only bundle

    This spec is the source of truth for replacing min_version: probe-lock.
    7 repo stars
68. ▌
    Vector C CLI Data Fetch · tools-only bundle

    The prompt instructs the AI agent to fetch attacker-controlled content at runtime using gh CLI commands.
    7 repo stars
69. ▌
    Multi Agent Patterns 4 · tools-only bundle

    Patterns for coordinating multiple Claude instances for parallel and complex work.
    7 repo stars
70. ▌
    Plugin Validator Implementation Task Decomposition 2 · tools-only bundle

    Implement core data structures for validation results, issues, and error codes. These models are used by all validators and reporters.
    7 repo stars
71. ▌
    RAG Evaluation Framework · tools-only bundle

    Evaluating Retrieval-Augmented Generation (RAG) systems requires a comprehensive approach that measures both retrieval quality and generation performance.
    7 repo stars
72. ▌
    Task 09 Plugin Update Migration System · tools-only bundle

    Need robust migration system for updating Navigator plugin across versions (v1.6 → v2.0 → v3.0) without breaking existing user projects.
    7 repo stars
73. ▌
    Cost And Optimization · tools-only bundle

    How to get maximum value from Claude Code while controlling token consumption and costs.
    7 repo stars
74. ▌
    Batch Evaluation Quick Start Guide 2 · tools-only bundle

    The batch evaluation infrastructure allows you to evaluate multiple skills at once with automatic test data generation, parallel execution, and comprehensive reporting.
    7 repo stars
75. ▌
    Enforcing Agent Isolation Technical Options · tools-only bundle

    Agents work in separate worktrees and are instructed not to access others. This relies on compliance.
    7 repo stars
76. ▌
    MCP Servers Ecosystem · tools-only bundle

    This guide covers validated community MCP servers beyond the official Anthropic servers. All servers listed have been evaluated for production readiness, maintenance activity, and security.
    7 repo stars
77. ▌
    Monorepo Skills Guide · tools-only bundle

    Quick reference to monorepo management skills for TypeScript/JavaScript projects.
    7 repo stars
78. ▌
    Serverless Deployment Reference · tools-only bundle

    Complete deployment patterns for PHP Lambda functions using Serverless Framework and AWS SAM.
    7 repo stars
79. ▌
    Deployment Strategies For Nestjs Lambda · tools-only bundle

    This reference covers deployment strategies, CI/CD pipelines, and optimization techniques for NestJS Lambda applications using AWS SAM and Serverless Framework.
    7 repo stars
80. ▌
    Serverless Deployment For Python Lambda · tools-only bundle

    Deployment patterns for Python Lambda functions using Serverless Framework, AWS SAM, and CI/CD pipelines.
    7 repo stars
81. ▌
    Serverless Deployment Reference 2 · tools-only bundle

    Complete guide for deploying Java Lambda functions with Serverless Framework, AWS SAM, and CI/CD pipelines.
    7 repo stars
82. ▌
    Keycloak Oidc Setup Tutorial 2 · tools-only bundle

    This tutorial walks you through setting up Keycloak Single Sign-On (SSO) authentication for ContextForge, enabling enterprise identity management with the popular open-source identity and access management solution.
    7 repo stars
83. ▌
    Define Generic Context Interfaces For Dependency Injection · tools-only bundle

    Define a generic interface for your component context with three parts: state, actions, and meta.
    7 repo stars
84. ▌
    SEO Crawlability Checker Agent · tools-only bundle

    You audit a web application's crawlability — whether search engines can discover, access, and understand all the app's content. You report findings but do NOT make code changes.
    7 repo stars
85. ▌
    Execution Steps · tools-only bundle

    Validates security posture for Java enterprise applications (Spring, Jakarta EE, etc.). Use when auditing application security or before production deployments.
    7 repo stars
86. ▌
    Using Self Signed Certificates With MCP Servers · tools-only bundle

    When integrating with internal or development MCP servers that use self-signed TLS certificates, you must provide the Certificate Authority (CA) root certificate to the gateway.
    7 repo stars
87. ▌
    Environment And Module Resolution · tools-only bundle

    How ty discovers Python environments, resolves first-party and third-party modules, and what environment variables affect behavior.
    7 repo stars
88. ▌
    Security Analysis For Java Enterprise Applications · tools-only bundle

    Execute comprehensive security review for Java enterprise applications. Analyze vulnerabilities, dependencies, security configurations, and best practices specific to the Java ecosystem.
    7 repo stars
89. ▌
    Git MCP Server Official Anthropic Resource Evaluation · tools-only bundle

    The Git MCP Server is an official Anthropic MCP server providing programmatic Git access with 12 structured tools.
    7 repo stars
90. ▌
    MCP Architecture Patterns And Anti Patterns · tools-only bundle

    This document provides an architecture-focused reference for designing systems using the Model Context Protocol (MCP).
    7 repo stars
91. ▌
    Generic Oidc Provider Setup Tutorial · tools-only bundle

    This tutorial walks you through setting up generic OpenID Connect (OIDC) Single Sign-On (SSO) authentication for ContextForge, enabling integration with any OIDC-compliant identity provider including Keycloak, Auth0…
    7 repo stars
92. ▌
    Java Class Refactoring Assistant 2 · tools-only bundle

    Intelligently refactor complex Java classes following Clean Architecture, DDD patterns, and Spring Boot best practices.
    7 repo stars
93. ▌
    Credential System Complete Code Path Analysis · tools-only bundle

    The credential is NOT added to invalid. Agent starts with a bad key. Only logger.debug records the issue.
    7 repo stars
94. ▌
    Gepa Integration Analysis · tools-only bundle

    We need to be able to integrate with other AI frameworks besides DSPY, so we can optimize the AI systems that our clients are already using.
    7 repo stars
95. ▌
    Architecture Internals · tools-only bundle

    Claude Code's core execution is a single loop: parse → build prompt → call API → execute tools → loop until done. The agentic behavior emerges from this simple cycle.
    7 repo stars
96. ▌
    Plugin Validator QA Report Task T23 2 · tools-only bundle

    The plugin-validator implementation (T1-T22) is 93% complete. All 23 error codes are implemented, type checking passes, and the validator successfully validates real plugins.
    7 repo stars
97. ▌
    Evaluation Agentskills Io Agent Skills Open Specification · tools-only bundle

    Score 4/5 maintenu. L'argument "spec pour implementeurs" est valide mais le guide documente deja l'architecture interne (guide/architecture.md), les hooks, le MCP protocol - il ne se limite pas au "how-to utilisateur".
    7 repo stars
98. ▌
    Security And Production · tools-only bundle

    Patterns for safely running Claude Code in sensitive and production environments.
    7 repo stars
99. ▌
    Multi CLI Orchestrator Proposal Claude Codex Gemini · tools-only bundle

    Routing and SLOs should be based on these tiers, not provider names.
    7 repo stars
100. ▌
     Duckdb Lock Fix Scope Flag Gitignore And Consolidation Todo · tools-only bundle

     mcp-server-motherduck is launched with --read-write, which acquires DuckDB's exclusive write lock. When sentiment-score.py runs while the MCP server is active, it fails with IOException: Could not set lock.
     7 repo stars