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1. ▌
   Speed Benchmarks Of Gpt 4 Turbo And Gpt 3 5 Turbo 1106 · tools-only bundle

   and there's a lot of interest about their capabilities and performance. With that in mind, I've been benchmarking the new models.
   7 repo stars
2. ▌
   Common Specification Rtl Violations · tools-only bundle

   "System transitions from IDLE to BUSY when start=1, and from BUSY to DONE when complete=1"
   7 repo stars
3. ▌
   Agentic Patterns Typescript · tools-only bundle

   Use multiple CascadeAgent instances (different prompts, different model stacks, different tool sets).
   7 repo stars
4. ▌
   Midjourney Style Guide For Flux 1 1 Pro · tools-only bundle

   This reference document provides comprehensive guidelines for transforming user requests into Midjourney-quality prompts optimized for the FLUX 1.1 Pro model.
   7 repo stars
5. ▌
   Imagemagick 7 Reference · tools-only bundle

   Named colors: red, green, blue, cyan, magenta, yellow, black, white, gray, orange, gold, navy, teal, plus 700+ X11/SVG names.
   7 repo stars
6. ▌
   Proof Failure Patterns Reference · tools-only bundle

   This reference catalogs common proof failure patterns in Isabelle and Coq, their causes, and solutions.
   7 repo stars
7. ▌
   Microsoft Entraid Role And Group Claim Mapping · tools-only bundle

   This feature enables automatic role assignment for Microsoft EntraID (formerly Azure AD) SSO users based on their group memberships or app role assignments.
   7 repo stars
8. ▌
   Build Your First Skill 2 · tools-only bundle

   This tutorial walks you through creating a simple skill from scratch. We'll build a competitormentiontracker skill that monitors mentions of competitors in customer conversations.
   7 repo stars
9. ▌
   Documentation Strategy Guide · tools-only bundle

   Framework for consistent documentation optimized for both humans and LLMs.
   7 repo stars
10. ▌
    Custom Editor Patterns · tools-only bundle

    Guide for implementing custom editors that replace VS Code's default file editors.
    7 repo stars
11. ▌
    Structure De L Assignation En Rfr Communication De · tools-only bundle

    Conclure que le demandeur n'a toujours pas pu exercer ses droits et saisit le tribunal en référé.
    7 repo stars
12. ▌
    Phase 8 Report Generation · tools-only bundle

    ⛔ STOP CONDITION: If any STOP CHECK = NO → Read all Phase data first before continuing
    7 repo stars
13. ▌
    Phase 8 Report Generation 2 · tools-only bundle

    Synthesize all phase outputs into complete threat model documentation. Every finding, threat, risk, and mitigation from previous phases must be included - no omission.
    7 repo stars
14. ▌
    Team Dynamics Framework For Scrum Teams · tools-only bundle

    Understanding team dynamics is crucial for Scrum Masters to effectively guide teams through their development journey.
    7 repo stars
15. ▌
    Orchestrate Teams Of Claude Code Sessions · tools-only bundle

    Agent teams are experimental and disabled by default. Enable them by adding CLAUDECODEEXPERIMENTALAGENTTEAMS to your settings.json or environment.
    7 repo stars
16. ▌
    System Prompts And Models Of AI Tools · tools-only bundle

    This repository is the most comprehensive publicly available collection of leaked and reverse-engineered system prompts, internal tool definitions, and AI model configurations for major commercial AI coding assistants…
    7 repo stars
17. ▌
    Llms Are Bad At Returning Code In JSON · tools-only bundle

    LLMs produce lower quality code if they’re asked to return it as part of a structured JSON response. This seems to be true for many top models, including those with specialized support for JSON.
    7 repo stars
18. ▌
    Integration Security Best Practices · tools-only bundle

    Security is critical for integrations. This guide covers best practices for securing Salesforce integrations with external systems.
    7 repo stars
19. ▌
    Frontmatter Options And Patterns Reference · tools-only bundle

    Load before writing frontmatter in Phase 2, Step 2. Contains the full field catalog, description patterns, execution modifiers, tool selection framework, and progressive disclosure patterns.
    7 repo stars
20. ▌
    Frontmatter Options And Patterns Reference 2 · tools-only bundle

    Load before writing frontmatter in Phase 2, Step 2. Contains the full field catalog, description patterns, execution modifiers, tool selection framework, and progressive disclosure patterns.
    7 repo stars
21. ▌
    Fcpxml Structure Reference · tools-only bundle

    How FCPXML represents different elements and what nodes need modification for each editing operation.
    7 repo stars
22. ▌
    Risk Management Framework For Senior Project Managers · tools-only bundle

    This framework provides senior project managers with quantitative risk analysis methodologies, decision frameworks, and portfolio-level risk management strategies.
    7 repo stars
23. ▌
    Article Title Best Practices · tools-only bundle

    This reference document provides comprehensive guidance on creating effective, marketable article titles that attract readers while maintaining integrity and accuracy.
    7 repo stars
24. ▌
    Custom Configurations 2 · tools-only bundle

    For example, it's easy enough to move these cold storage keys into meta: like below. However, it doesn't completely solve the issue.
    7 repo stars
25. ▌
    Institutional Flow Interpretation Framework · tools-only bundle

    This framework provides a systematic approach to interpreting institutional ownership changes and converting 13F filing data into actionable investment signals.
    7 repo stars
26. ▌
    Github Actions Workflow Troubleshooting Guide · tools-only bundle

    This guide provides comprehensive troubleshooting steps to ensure GitHub Actions workflows run successfully in the MCP Context Provider repository.
    7 repo stars
27. ▌
    Default Development Flow · tools-only bundle

    The SAM 7-stage pipeline with ARL touchpoint gates. This is the default flow used when a language plugin does not declare a custom process flow override.
    7 repo stars
28. ▌
    User Project Conventions · tools-only bundle

    Conventions extracted from actual production projects. The model MUST follow these patterns when creating new Python projects.
    7 repo stars
29. ▌
    Assess Architecture Waf Assessment And Cost Estimate 2 · tools-only bundle

    Evaluate the captured requirements against the Azure Well-Architected Framework and produce a comprehensive architecture assessment with cost estimates.
    7 repo stars
30. ▌
    Zerg Development · tools-only bundle

    You are developing ZERG, a system for parallel Claude Code execution. Your role is to improve, harden, and extend it.
    7 repo stars
31. ▌
    How Aider Scored Sota 26 3 On Swe Bench Lite · tools-only bundle

    achieving a state-of-the-art result. The previous top leaderboard entry was 20.3% from Amazon Q Developer Agent.
    7 repo stars
32. ▌
    Aider Is Sota For Both Swe Bench And Swe Bench Lite · tools-only bundle

    achieving a state-of-the-art result. The current top leaderboard entry is 13.8% from Amazon Q Developer Agent. The best result reported elsewhere seems to be
    7 repo stars
33. ▌
    MCP Architecture Analysis Agentskill Kaizen Plugin Ecosystem · tools-only bundle

    Each plugin should expose its core capabilities as MCP tools, following the FastMCP pattern established by agentskill-kaizen.
    7 repo stars
34. ▌
    Resolution Strategy Guide · tools-only bundle

    This reference provides detailed strategies for resolving different types of requirement conflicts.
    7 repo stars
35. ▌
    Tactic Interpretation Guide · tools-only bundle

    Guide for interpreting tactics and methods into high-level reasoning steps.
    7 repo stars
36. ▌
    Strategy Draft Schema · tools-only bundle

    risk_profile is persisted in each draft for traceability of sizing/limits decisions.
    7 repo stars
37. ▌
    Human Touchpoint Model · tools-only bundle

    ARL-derived escalation decision model for determining when the development harness should pause for human review versus proceeding autonomously.
    7 repo stars
38. ▌
    Language Manifest Schema · tools-only bundle

    The schema for language plugin manifests that compose with the development harness.
    7 repo stars
39. ▌
    Role Resolution Protocol · tools-only bundle

    How the development harness resolves abstract roles to concrete agents at runtime.
    7 repo stars
40. ▌
    Role Resolution Protocol 2 · tools-only bundle

    How the development harness resolves abstract roles to concrete agents at runtime.
    7 repo stars
41. ▌
    Customer Problems Cp · tools-only bundle

    Guide AI coding agents through identifying, documenting, and validating Customer Problems from business context.
    7 repo stars
42. ▌
    Institutional Investor Types And Strategies · tools-only bundle

    Not all institutional investors are created equal. Understanding the different types of institutions, their investment strategies, time horizons, and motivations is critical for interpreting 13F filing changes.
    7 repo stars
43. ▌
    Regime Detection Methodology · tools-only bundle

    The Macro Regime Detector uses a 3-layer signal detection approach applied to 6 cross-asset ratios, analyzed at monthly frequency with 6-month and 12-month Simple Moving Averages.
    7 repo stars
44. ▌
    Market Breadth Analysis Methodology · tools-only bundle

    Market breadth measures the degree of participation in a market move. A healthy advance is characterized by broad participation (many stocks rising), while a narrowing market (fewer stocks leading) often precedes…
    7 repo stars
45. ▌
    Priority 1 Schema Models Depends On P0 · tools-only bundle

    Need Pydantic models to validate hooks.json structure against official Claude Code hook schema with 15 event types and 3 hook action types.
    7 repo stars
46. ▌
    Baseplugin Quick Reference Guide · tools-only bundle

    Execute complete ETL pipeline (Extract → Validate → Transform → Load).
    7 repo stars
47. ▌
    Current Design · tools-only bundle

    idapreprocessorscripts/igamesystemdispatchcommon.py is the shared preprocess entry for IGameSystem dispatch-style skills.
    7 repo stars
48. ▌
    Feature Context Comprehensive Claude Code Plugin Linter · tools-only bundle

    Extend ./plugins/plugin-creator/scripts/plugin_validator.py (2934+ lines) into a comprehensive ruff-like static analysis linter that validates ALL 7 component types in the Claude Code plugin ecosystem against official…
    7 repo stars
49. ▌
    Files Involved No Line Numbers 2 · tools-only bundle

    preprocessgengvsigviamcp is an async preprocessing function in idaanalyzeutil.py for generating the shortest unique signature from a known global-variable address.
    7 repo stars
50. ▌
    Context Engineering Internals · tools-only bundle

    This page documents the implementation of the ZERG context engineering system. For a conceptual overview, see [[Context Engineering]].
    7 repo stars
51. ▌
    Indicator Interpretation Guide · tools-only bundle

    Quick reference for interpreting each component's output values and signals.
    7 repo stars
52. ▌
    Task 3 File Type Detection Enhancement · tools-only bundle

    FileType.detectfiletype() method (lines 147-165) needs enhancement to detect hooks.json, .mcp.json, .lsp.json config files and hook scripts in hooks/ directory.
    7 repo stars
53. ▌
    Microsoft Entra Id Oidc Setup Tutorial · tools-only bundle

    This tutorial walks you through setting up Microsoft Entra ID (formerly Azure AD) Single Sign-On (SSO) authentication for MCP Gateway, enabling enterprise identity management with Microsoft's cloud identity platform.
    7 repo stars
54. ▌
    Reference Document Architecture · tools-only bundle

    This document defines the complete reference document structure for the opinionated-python-development skill implementing Claude Code progressive disclosure pattern to optimize token usage while maintaining…
    7 repo stars
55. ▌
    Reference Document Architecture 2 · tools-only bundle

    This document defines the complete reference document structure for the opinionated-python-development skill implementing Claude Code progressive disclosure pattern to optimize token usage while maintaining…
    7 repo stars
56. ▌
    Session Zerg Documentation Overhaul · tools-only bundle

    Implemented comprehensive documentation plan for ZERG parallel execution system.
    7 repo stars
57. ▌
    Command Execution Testing Checklist · tools-only bundle

    The single most common command execution vector in the dataset.
    7 repo stars
58. ▌
    Task 2 Error Code Constants Definition · tools-only bundle

    Error code constants (lines 71-109) currently define FM, SK, LK, PD, PL, NR series. Need to add 40 new constants for HK, MC, LS, AG series to support new validators.
    7 repo stars
59. ▌
    Minimax Tool Call Bugs Handoff · tools-only bundle

    MiniMax M2.5 returns tool calls with empty id and sometimes empty name fields. Our Python code rejects empty strings in three places.
    7 repo stars
60. ▌
    Refactor UI Lifecycle Functions Into Applifecycle With · tools-only bundle

    Replaced free lifecycle functions with an AppLifecycle class in src/tunacode/ui/lifecycle.py.
    7 repo stars
61. ▌
    Supervertaler AI Agent Documentation 5 · tools-only bundle

    Supervertaler uses a batteries-included core install: pip install supervertaler pulls in everything needed for the major features, while keeping heavy optional components out of the default install.
    7 repo stars
62. ▌
    Sdlc Layer Separation Architecture Arl Integration · tools-only bundle

    Add agentskill-kaizen as the primary Observe→Improve bridge in the ARL flow. It spans Observe (analysis) and Improve (actionable outputs).
    7 repo stars
63. ▌
    Task 7 Agentfrontmatter Enum Models · tools-only bundle

    Existing AgentFrontmatter model (lines 1167-1235) lacks enum validation for model, permissionMode, and memory fields. Need to add enum types for strict validation.
    7 repo stars
64. ▌
    Self Explanatory Code Commenting Instructions · tools-only bundle

    These requirements are additive — public-facing APIs and parameters must be documented per their language rules, while internal code follows the minimal-comment philosophy below.
    7 repo stars
65. ▌
    Scope Boundary 3 · tools-only bundle

    Critical plan reviewer. Your harshest (and most helpful) friend.
    7 repo stars
66. ▌
    When Main Claude Should Use Advisor 3 · tools-only bundle

    Advisor runs AFTER research, BEFORE plan writing. It's a sanity check gate.
    7 repo stars
67. ▌
    Upload A PDF We Will Reference In The Variables · tools-only bundle

    With the OpenAI API, you can use a large language model to generate text from a prompt, as you might using ChatGPT.
    7 repo stars
68. ▌
    What This Repo Is · tools-only bundle

    This file provides guidance to WARP (warp.dev) when working with code in this repository.
    7 repo stars
69. ▌
    DOCX Library Tutorial · tools-only bundle

    Deliver studio-quality Word documents with deep thought on content, functionality, and styling.
    7 repo stars
70. ▌
    Context Caching · tools-only bundle

    Context caching functionality significantly reduces token consumption and response latency by caching repeated context content.
    7 repo stars
71. ▌
    Security Audit Guide · tools-only bundle

    This document helps independent auditors verify Hardstop's security claims efficiently.
    7 repo stars
72. ▌
    Goals Non Goals 2 · tools-only bundle

    此外，项目对 TuShare 数据拉取存在 HTTP 代理需求，代理通过 stockdatasource/core/proxy.py 的 proxycontext() 在“数据拉取上下文”内设置进程环境变量，从而影响 requests/tushare。
    7 repo stars
73. ▌
    Design Add Hk Financial Plugins · tools-only bundle

    后端已有完整的利润表(/income)、资产负债表(/balance)、现金流量表(/cashflow) API 接口，前端 API 层(hk-report.ts)也已封装好 getIncome、getBalance、getCashflow 调用方法，但 Vue 组件 HKFinancialReportPanel.vue 仅展示了财务指标(fina_indicator)数据，三大报表数据完全未使用。
    7 repo stars
74. ▌
    Design Etf · tools-only bundle

    复用现有的 LangGraph Agent 架构，新增 ETF Agent 和 Market Overview Agent：
    7 repo stars
75. ▌
    How To Use Vision · tools-only bundle

    Claude's vision capabilities allow it to understand and analyze images, opening up exciting possibilities for multimodal interaction.
    7 repo stars
76. ▌
    Sunrpc Subsystem Delta · tools-only bundle

    SunRPC (net/sunrpc/) provides the RPC transport layer for NFS and related services.
    7 repo stars
77. ▌
    Fleet Management · tools-only bundle

    Manage OpenClaw installations across your servers. You're the fleet manager — know each machine personally, their quirks, their users, what they need.
    7 repo stars
78. ▌
    Built With Skene · tools-only bundle

    This showcase features agent deployments that demonstrate the power of skill chain composition. Each example includes the problem, solution, skills used, and measurable impact.
    7 repo stars
79. ▌
    Race Condition Tracing And Kernel Locking Guide · tools-only bundle

    This document teaches a systematic method for finding race conditions in Linux kernel code by tracing parallel execution timelines on shared data, and provides the locking reference needed to verify correctness.
    7 repo stars
80. ▌
    Privacy Policy 2 · tools-only bundle

    (“Aider,” “we,” “our,” and/or “us”) values the privacy of individuals who use our website, programming tools, and related services (collectively, our “Services”).
    7 repo stars
81. ▌
    Btf Special Fields In Bpf Maps · tools-only bundle

    BPF map values can contain special BTF-typed fields (spin locks, timers, kptrs, list heads, etc.).
    7 repo stars
82. ▌
    Neon JS Sdk · tools-only bundle

    The @neondatabase/neon-js SDK provides a unified client for Neon Auth and Data API. It combines authentication handling with PostgREST-compatible database queries.
    7 repo stars
83. ▌
    For Researchers And Scientists · tools-only bundle

    ✅ PubMed/NCBI — Literature search and retrieval ✅ UniProt — Protein sequence and function databases ✅ AlphaFold — Protein structure prediction ✅ ChEMBL — Bioactive molecule database ✅ ClinicalTrials.gov — Clinical trial…
    7 repo stars
84. ▌
    Generating Content With Thinking · tools-only bundle

    The Gemini 3 and 2.5 series models use an internal "thinking process" that significantly improves their reasoning and multi-step planning abilities, making them highly effective for complex tasks such as coding…
    7 repo stars
85. ▌
    Evalview Adapters Connect Any AI Agent To Evalview · tools-only bundle

    Adapters connect EvalView to your AI agent's API. EvalView includes adapters for common patterns and makes it easy to build custom ones.
    7 repo stars
86. ▌
    Proposal Add Financial Statement Plugins · tools-only bundle

    添加 Tushare 财务数据完整系列插件：利润表(income)、资产负债表(balancesheet)、现金流量表(cashflow)、业绩预告(forecast)、业绩快报(express)、财务审计意见(fina_audit)，以及三大报表的 VIP 版本(income_vip、balancesheet_vip、cashflow_vip)，覆盖 Tushare 财务数据模块的全部 9 个接口。
    7 repo stars
87. ▌
    Video Benchmarks · tools-only bundle

    Same video with same fps, max_frames, and prompt will hit cache. Changing any parameter causes a miss.
    7 repo stars
88. ▌
    Github Action Implementation Plan · tools-only bundle

    Make ReviewCerberus work as a GitHub Action that runs on PRs, posts a summary comment, and creates review comments on specific lines for each issue.
    7 repo stars
89. ▌
    Cleanup And Guard Subsystem Details · tools-only bundle

    Using _free() with a cleanup function that cannot handle all values the variable may hold causes crashes or undefined behavior.
    7 repo stars
90. ▌
    Privacy Policy · tools-only bundle

    The only network activity is the optional LLM analysis layer, which uses the local Claude CLI (claude --print). This runs within your existing Claude subscription and is subject to Anthropic's privacy policy.
    7 repo stars
91. ▌
    Meet The Gemini 3 Series · tools-only bundle

    Gemini 3 is our most intelligent model family to date, built on a foundation of state-of-the-art reasoning.
    7 repo stars
92. ▌
    For Growth Pms And Plg Practitioners · tools-only bundle

    ✅ Reforge Frameworks — Activation, retention, monetization ✅ Product-Led Growth Collective — Viral loops, onboarding ✅ OpenView Partners — PLG benchmarks, best practices ✅ Elena Verna's Playbooks — Growth models…
    7 repo stars
93. ▌
    Fleet Configuration Reference · tools-only bundle

    Define at root level, attach by name in agents via shared_blocks: [name].
    7 repo stars
94. ▌
    Goals Non Goals · tools-only bundle

    在 httpserver.py 的 lifespan 中，SyncTaskManager.start() 之后，自动启动 UnifiedScheduler。调度器读取 ScheduleService.getconfig() 中的 enabled 开关，如果为 true 则注册定时任务。
    7 repo stars
95. ▌
    Sdk Usage Reference · tools-only bundle

    Environment variables are used as defaults if options not provided.
    7 repo stars
96. ▌
    Reasoning Models · tools-only bundle

    vllm-mlx supports reasoning models that show their thinking process before giving an answer. Models like Qwen3 and DeepSeek-R1 wrap their reasoning in ...
    7 repo stars
97. ▌
    Google Gen AI Sdk · tools-only bundle

    Google Gen AI Python SDK provides an interface for developers to integrate Google's generative models into their Python applications. It supports the Gemini Developer API and Vertex AI APIs.
    7 repo stars
98. ▌
    Problem Addressed 12 · tools-only bundle

    CopilotKit is an open-source TypeScript/React framework for building AI copilots, agentic frontends, and generative UIs directly inside web applications.
    7 repo stars
99. ▌
    Agentforce Models API · tools-only bundle

    The Agentforce Models API enables native LLM access directly from Apex code without external HTTP callouts. This API is part of the aiplatform namespace and provides access to Salesforce-managed AI models.
    7 repo stars
100. ▌
     Evalview Trace Specification V1 0 Execution Trace Format · tools-only bundle

     This document defines the trace contract that ALL adapters must follow. Every span, every export, and every report uses this specification.
     7 repo stars