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1. ▌
   What It Measures 7 · tools-only bundle

   GSM8K is one of the most widely used benchmarks for evaluating chain-of-thought reasoning in language models.
   7 repo stars
2. ▌
   Adding Files · tools-only bundle

   Run aider with the source code files you want to edit. These files will be "added to the chat session", so that aider can see their contents and edit them for you.
   7 repo stars
3. ▌
   Usage Guide How To Actually Use These Skills · tools-only bundle

   ✅ Downloaded 860+ skill files to your computer (usually in ~/.agent/skills/) ✅ Made them available to your AI assistant ❌ Did NOT enable them all automatically (they're just sitting there, waiting)
   7 repo stars
4. ▌
   Usage Guide How To Actually Use These Skills 2 · tools-only bundle

   ✅ Downloaded 954+ skill files to your computer (default: ~/.gemini/antigravity/skills/; or ~/.agent/skills/ if you used --path) ✅ Made them available to your AI assistant ❌ Did NOT enable them all automatically (they're…
   7 repo stars
5. ▌
   Smart Git Commit · tools-only bundle

   I'll analyze your changes and create a meaningful commit message.
   7 repo stars
6. ▌
   Commit Workflow 2 · tools-only bundle

   Stage all changes and create a commit locally (NO push to remote).
   7 repo stars
7. ▌
   Git Commit 5 · tools-only bundle

   Create a well-structured git commit with semantic commit message.
   7 repo stars
8. ▌
   Commit Decomposition Principles · tools-only bundle

   Commit all work as a series of atomic, logically sequenced commits. Each commit should represent one coherent change that can be understood, reviewed, and reverted independently.
   7 repo stars
9. ▌
   Quick Start 11 · tools-only bundle

   LiteLLM returns the OpenAI compatible usage object across all providers.
   7 repo stars
10. ▌
    Datamol Reactions And Data Modules Reference · tools-only bundle

    The reactions module enables programmatic application of chemical transformations using SMARTS reaction patterns.
    7 repo stars
11. ▌
    AWS Cloudformation Lambda Reference · tools-only bundle

    This reference guide contains detailed information about AWS CloudFormation resources, intrinsic functions, and configurations for Lambda serverless infrastructure.
    7 repo stars
12. ▌
    AWS Cloudformation Ecs Reference · tools-only bundle

    This reference guide contains detailed information about AWS CloudFormation resources, intrinsic functions, and configurations for ECS container infrastructure.
    7 repo stars
13. ▌
    Turn Gotchas And Troubleshooting · tools-only bundle

    Common mistakes, security best practices, and troubleshooting for Cloudflare TURN.
    7 repo stars
14. ▌
    Workerd Gotchas · tools-only bundle

    See configuration.md for config details, patterns.md for working examples, api.md for runtime APIs.
    7 repo stars
15. ▌
    Better Auth Plugins Guide · tools-only bundle

    Better Auth supports various plugins for extending authentication functionality. This guide covers the most commonly used plugins.
    7 repo stars
16. ▌
    Plugin Framework Specification · tools-only bundle

    ContextForge Plugin Framework provides a comprehensive, production-ready system for extending ContextForge functionality through pluggable middleware components.
    7 repo stars
17. ▌
    Plugin Reference · tools-only bundle

    Complete reference for all 82 plugins organized by category.
    7 repo stars
18. ▌
    QA Best Practices For React And Next JS · tools-only bundle

    Guidelines for writing maintainable tests, debugging failures, and measuring test quality.
    7 repo stars
19. ▌
    Tunnel Networking · tools-only bundle

    If corporate proxy intercepts TLS, add corporate root CA to system trust store.
    7 repo stars
20. ▌
    Email Workers Gotchas · tools-only bundle

    Replies fail silently without DMARC. Verify: dig TXT _dmarc.example.com
    7 repo stars
21. ▌
    Why Extend Zerg · tools-only bundle

    Extend ZERG with custom quality gates, lifecycle hooks, and worker launchers.
    7 repo stars
22. ▌
    Zerg Plugin System · tools-only bundle

    Extend ZERG with custom quality gates, lifecycle hooks, and worker launchers.
    7 repo stars
23. ▌
    Plugin Types · tools-only bundle

    Extend ZERG with custom quality gates, lifecycle hooks, and worker launchers.
    7 repo stars
24. ▌
    Output And Analysis · tools-only bundle

    FluidSim automatically saves several types of output during simulations.
    7 repo stars
25. ▌
    Available Plugins · tools-only bundle

    MCP Context Forge provides a comprehensive collection of production-ready plugins for security, performance, content transformation, and compliance. This page catalogs all available native and external plugins.
    7 repo stars
26. ▌
    Available Plugins 2 · tools-only bundle

    ContextForge provides a comprehensive collection of production-ready plugins for security, performance, content transformation, and compliance. This page catalogs all available native and external plugins.
    7 repo stars
27. ▌
    Oss Setup Open Source Local Sdk · tools-only bundle

    This guide covers using Airbyte Agent Connectors directly via the Python SDK without platform integration. Use this approach when you want to run connectors locally with your own credential management.
    7 repo stars
28. ▌
    Plugin Lifecycle · tools-only bundle

    The plugin framework includes CLI tools to help you create, test, and deploy your plugins.
    7 repo stars
29. ▌
    Plugin Lifecycle 2 · tools-only bundle

    The plugin framework includes CLI tools to help you create, test, and deploy your plugins.
    7 repo stars
30. ▌
    Era Eradicate Rules · tools-only bundle

    This rule family provides specialized checks for Python code quality and specific use cases.
    7 repo stars
31. ▌
    Promptheus Usage Guide · tools-only bundle

    This document provides comprehensive coverage of Promptheus command-line interface patterns, operational modes, and integration workflows.
    7 repo stars
32. ▌
    Your Task · tools-only bundle

    You have the capability to call multiple tools in a single response. Stage and create the commit using a single message. Do not use any other tools or do anything else.
    7 repo stars
33. ▌
    Prompt Optimization Frameworks · tools-only bundle

    This reference provides systematic methodologies for iteratively improving prompt performance through structured testing, measurement, and refinement processes.
    7 repo stars
34. ▌
    Dex Faq · tools-only bundle

    These services encrypt your data "at rest" on their servers, but they hold the encryption keys - meaning they can technically read your files if required (by law enforcement, internal policies, or in the event of a…
    7 repo stars
35. ▌
    I Isort Rules · tools-only bundle

    This rule family provides comprehensive checks for Python code quality and style conformance.
    7 repo stars
36. ▌
    Owasp Top 10 2025 Quick Reference · tools-only bundle

    The OWASP Top 10 is a standard awareness document representing the most critical security risks to web applications. This is the 2025 version with updated categories based on current threat landscape.
    7 repo stars
37. ▌
    The Worker Agent · tools-only bundle

    A worker agent is a specialized AI agent built to perform a specific business process. It's not a general-purpose assistant — it's purpose-built, like hiring someone for a defined role.
    7 repo stars
38. ▌
    Fred API Data Sources · tools-only bundle

    The Federal Reserve Economic Data (FRED) API provides reliable economic time series data. This skill uses four key series to track government shutdown liquidity impacts.
    7 repo stars
39. ▌
    Analytics Engine Gotchas · tools-only bundle

    Query API requires HTTP auth. Use external service or cache in KV/D1.
    7 repo stars
40. ▌
    Realtimekit Gotchas And Troubleshooting · tools-only bundle

    Verify token validity, check API token has Realtime / Realtime Admin permissions, enable TURN service for restrictive networks
    7 repo stars
41. ▌
    Pep 723 Inline Script Metadata · tools-only bundle

    PEP 723 is the official Python specification that defines a standard format for embedding metadata in single-file Python scripts.
    7 repo stars
42. ▌
    Ralph Async Control · tools-only bundle

    Add CLI commands to pause/resume/stop Ralph runs and reset tasks, enabling external agents (Clawdbot, GitHub Actions, etc.) to control runs without killing processes.
    7 repo stars
43. ▌
    Fn 16 Ugn Manual Plan Sync Trigger · tools-only bundle

    Add /flow-next:sync command to manually trigger plan-sync from a given task or epic, without requiring the full /flow-next:work loop.
    7 repo stars
44. ▌
    Historical Government Shutdown Cases · tools-only bundle

    This document provides reference data for past government shutdowns to contextualize current liquidity analysis.
    7 repo stars
45. ▌
    Fn 13 Pxj 2 Add Sentinel File Checks To Ralph Sh · tools-only bundle

    Add sentinel file checking to ralph.sh template so Ralph can be paused/stopped externally.
    7 repo stars
46. ▌
    Fn 15 96t 2 Create Plan Sync Agent · tools-only bundle

    Created plan-sync agent (plugins/flow-next/agents/plan-sync.md) with phased workflow: re-anchor on completed task, explore implementation, identify drift, check downstream tasks, update affected specs.
    7 repo stars
47. ▌
    Neo4j Import Notes · tools-only bundle

    Use these steps when persisting the ownership graph to Neo4j.
    7 repo stars
48. ▌
    Air Flake8 Airflow Rules · tools-only bundle

    This rule family provides specialized checks for Python code quality and specific use cases.
    7 repo stars
49. ▌
    Fast Fastapi Rules · tools-only bundle

    This rule family provides specialized checks for Python code quality and specific use cases.
    7 repo stars
50. ▌
    G Flake8 Logging Format Rules · tools-only bundle

    This rule family provides specialized checks for Python code quality and specific use cases.
    7 repo stars
51. ▌
    Platform Setup Airbyte Cloud Hosted Mode · tools-only bundle

    This guide covers setting up connectors through the Airbyte Platform (app.airbyte.ai), where connectors appear in your dashboard and credentials are managed securely.
    7 repo stars
52. ▌
    Fastapi Integration Guide · tools-only bundle

    Complete guide to integrating cascadeflow with FastAPI for production APIs.
    7 repo stars
53. ▌
    Log Structure · tools-only bundle

    ContextForge provides comprehensive file-based logging with automatic rotation, dual-format output (JSON for files, text for console), and centralized logging service integration.
    7 repo stars
54. ▌
    Goals And Outcome Driven Development · tools-only bundle

    Business processes are outcome-driven. A sales team doesn't follow a rigid script — they adapt their approach until the deal closes. A support agent doesn't execute a flowchart — they resolve the customer's issue.
    7 repo stars
55. ▌
    Goals And Outcome Driven Development 2 · tools-only bundle

    Business processes are outcome-driven. A sales team doesn't follow a rigid script — they adapt their approach until the deal closes. A support agent doesn't execute a flowchart — they resolve the customer's issue.
    7 repo stars
56. ▌
    Customer Success Playbooks · tools-only bundle

    Comprehensive intervention, onboarding, renewal, expansion, and escalation playbooks for SaaS customer success management.
    7 repo stars
57. ▌
    Skill Writing Guide · tools-only bundle

    The context window is a public good. Your skill shares it with the system prompt, conversation history, other skills, and the actual request.
    7 repo stars
58. ▌
    Historical Bubble Cases And Pattern Analysis · tools-only bundle

    Name change alone drove +50%+ stock price gains (e.g., Zapata → Zap.com)
    7 repo stars
59. ▌
    Dex For Pi Phase 4 Rich Tui Components · tools-only bundle

    Phase 4 adds rich, interactive TUI components that transform Dex from a functional system into a delightful experience.
    7 repo stars
60. ▌
    Runtime Logging System · tools-only bundle

    This layered approach enables efficient debugging: start with L1 to identify problematic runs, drill into L2 to find failing nodes, and analyze L3 for root cause details.
    7 repo stars
61. ▌
    Runtime Logging System 2 · tools-only bundle

    This layered approach enables efficient debugging: start with L1 to identify problematic runs, drill into L2 to find failing nodes, and analyze L3 for root cause details.
    7 repo stars
62. ▌
    Runtime Logging System 3 · tools-only bundle

    This layered approach enables efficient debugging: start with L1 to identify problematic runs, drill into L2 to find failing nodes, and analyze L3 for root cause details.
    7 repo stars
63. ▌
    Runtime Logging System 4 · tools-only bundle

    This layered approach enables efficient debugging: start with L1 to identify problematic runs, drill into L2 to find failing nodes, and analyze L3 for root cause details.
    7 repo stars
64. ▌
    Skill Design Principles · tools-only bundle

    Principles for writing effective agent skills. A skill is a set of instructions injected into an agent's context window — every line competes for space with the user's actual task.
    7 repo stars
65. ▌
    D Pydocstyle Rules · tools-only bundle

    This rule family provides comprehensive checks for Python code quality and style conformance.
    7 repo stars
66. ▌
    Pyo3 Dspy Type Safe Signatures Complete Reference · tools-only bundle

    Comprehensive technical reference for building type-safe DSPy integrations in Rust, covering complete type mappings, Pydantic integration, custom converters, code generation, validation, and production patterns.
    7 repo stars
67. ▌
    Add Childobject Remove Childobject · tools-only bundle

    Имя роли: ПолныеПрава или Role.ПолныеПрава (префикс Role. добавляется автоматически).
    7 repo stars
68. ▌
    Key Management Reference · tools-only bundle

    Comprehensive technical reference for cryptographic key management, including key lifecycle, KMS platforms, HSM integration, and compliance standards.
    7 repo stars
69. ▌
    Problem Addressed 7 · tools-only bundle

    BMAD-METHOD (Breakthrough Method of Agile AI-Driven Development) is an AI-driven agile development framework providing 21 specialized agents, 50+ guided workflows, and scale-adaptive intelligence that adjusts…
    7 repo stars
70. ▌
    N Pep8 Naming Rules · tools-only bundle

    This rule family provides comprehensive checks for Python code quality and style conformance.
    7 repo stars
71. ▌
    Skill Design Principles 2 · tools-only bundle

    Principles for writing effective agent skills. A skill is a set of instructions injected into an agent's context window — every line competes for space with the user's actual task.
    7 repo stars
72. ▌
    Dynamic Routing · tools-only bundle

    Configure complex routing in dashboard without code changes. Use route names instead of model names.
    7 repo stars
73. ▌
    Integrate Slack Connect Slack To Dex · tools-only bundle

    Guide users through setting up Slack integration with Dex. Supports easy cookie auth (no bot required) or traditional bot token auth.
    7 repo stars
74. ▌
    Integrate Notion Connect Notion To Dex · tools-only bundle

    Guide users through setting up Notion integration with Dex using the official Notion MCP.
    7 repo stars
75. ▌
    Programmatic Connector Setup · tools-only bundle

    Set up connectors entirely from the terminal or via HTTP APIs—no UI required.
    7 repo stars
76. ▌
    Entity Action API · tools-only bundle

    Airbyte Agent Connectors use a unified entity-action model for interacting with third-party APIs. This document explains the core concepts, available actions, and how to work with results.
    7 repo stars
77. ▌
    Git Worktree Merge · tools-only bundle

    Merge changes from a worktree branch into the current branch.
    7 repo stars
78. ▌
    Force Include Permissions And Symlinks · tools-only bundle

    When helping users bundle external resources, generated files, and non-Python assets, guide them to use the force-include feature.
    7 repo stars
79. ▌
    Pep Standards Compatibility · tools-only bundle

    Reference documentation on hatchling's full implementation of Python Enhancement Proposals that define packaging standards. Use this when helping users understand PEP compliance and standards-based configuration.
    7 repo stars
80. ▌
    Miscellaneous Security Issues · tools-only bundle

    Security patterns and code practices that don't fit other categories but still represent security or reliability concerns.
    7 repo stars
81. ▌
    S Flake8 Bandit Rules · tools-only bundle

    This rule family provides comprehensive checks for Python code quality and style conformance.
    7 repo stars
82. ▌
    L Flake8 Logging Rules · tools-only bundle

    This rule family provides specialized checks for Python code quality and specific use cases.
    7 repo stars
83. ▌
    Install Edsl Includes The Widget · tools-only bundle

    An interactive AG-Grid widget for displaying and manipulating pandas DataFrames in Jupyter notebooks using anywidget and React.
    7 repo stars
84. ▌
    Agent YAML Frontmatter Schema Reference · tools-only bundle

    Complete specification for Claude Code agent frontmatter fields (January 2026).
    7 repo stars
85. ▌
    Agent YAML Frontmatter Schema Reference 2 · tools-only bundle

    Complete specification for Claude Code agent frontmatter fields (January 2026).
    7 repo stars
86. ▌
    Agent YAML Frontmatter Schema Reference 3 · tools-only bundle

    Complete specification for Claude Code agent frontmatter fields (January 2026).
    7 repo stars
87. ▌
    Search Paths Configuration · tools-only bundle

    The search paths feature in Hatchling's code version source allows specification of multiple directories where version files can be located.
    7 repo stars
88. ▌
    P Pandas Vet Rules · tools-only bundle

    This rule family provides specialized checks for Python code quality and specific use cases.
    7 repo stars
89. ▌
    Customer Success Metrics And Benchmarks · tools-only bundle

    Industry benchmarks for key customer success metrics, segmented by company size, customer segment, and industry vertical.
    7 repo stars
90. ▌
    Next JS Specific Security Vulnerabilities · tools-only bundle

    Next.js has specific security considerations due to its hybrid rendering model, Server Components, Server Actions, and middleware architecture. This document covers Next.js-specific vulnerabilities and recent CVEs.
    7 repo stars
91. ▌
    Figma MCP Config Reference · tools-only bundle

    Use this snippet to register the Figma MCP server in your agent's configuration as a streamable HTTP server with bearer auth pulled from your env.
    7 repo stars
92. ▌
    Injection Vulnerability Patterns · tools-only bundle

    Injection vulnerabilities occur when untrusted data is sent to an interpreter as part of a command or query. This includes SQL injection, NoSQL injection, command injection, and LDAP injection.
    7 repo stars
93. ▌
    Generate Message For Staged Files · tools-only bundle

    AI-powered command that analyzes code changes and generates commit messages following the project's AIPCC format requirements.
    7 repo stars
94. ▌
    Authentication And Authorization Vulnerability Patterns · tools-only bundle

    Authentication failures and broken access control are consistently ranked in the OWASP Top 10. These vulnerabilities can lead to unauthorized access, privilege escalation, and data breaches.
    7 repo stars
95. ▌
    Pep Standards Implementation Guide For Claude · tools-only bundle

    This reference helps Claude understand and implement Python Enhancement Proposals (PEPs) 517, 518, and 660 in Hatchling projects. Use this to ensure standards compliance when helping users.
    7 repo stars
96. ▌
    Usage Scenarios · tools-only bundle

    Generate comprehensive sprint summaries by analyzing JIRA sprint data, including issue breakdown, progress metrics, and team performance insights.
    7 repo stars
97. ▌
    Modern Python Modules Reference · tools-only bundle

    This reference guide covers high-quality, actively maintained Python modules that are compatible with Python 3.11+ and represent modern best practices.
    7 repo stars
98. ▌
    Code Smells And Refactoring Guide · tools-only bundle

    Code smells are patterns that indicate potential problems in code structure. This guide helps identify common smells in Apex and provides refactoring strategies.
    7 repo stars
99. ▌
    Valuation Methodology Guide · tools-only bundle

    Comprehensive reference for business valuation approaches including DCF analysis, comparable company analysis, and precedent transactions.
    7 repo stars
100. ▌
     Proof Of Concept Poc Best Practices · tools-only bundle

     A comprehensive guide for Sales Engineers planning, executing, and evaluating proof-of-concept engagements.
     7 repo stars