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1. ▌
   Facebook Marketing Authentication And Configuration · tools-only bundle

   This page documents the authentication and configuration options for the Facebook-Marketing agent connector.
   7 repo stars
2. ▌
   Facebook Marketing Authentication And Configuration 2 · tools-only bundle

   This page documents the authentication and configuration options for the Facebook-Marketing agent connector.
   7 repo stars
3. ▌
   Facebook Marketing Authentication · tools-only bundle

   This page documents the authentication and configuration options for the Facebook-Marketing agent connector.
   7 repo stars
4. ▌
   Facebook Marketing Authentication 2 · tools-only bundle

   This page documents the authentication and configuration options for the Facebook-Marketing agent connector.
   7 repo stars
5. ▌
   Facebook Marketing Authentication And Configuration 3 · tools-only bundle

   This page documents the authentication and configuration options for the Facebook-Marketing agent connector.
   7 repo stars
6. ▌
   Polars Operations Reference · tools-only bundle

   This reference covers all common Polars operations with comprehensive examples.
   7 repo stars
7. ▌
   Gpt Code Editing Benchmarks · tools-only bundle

   Aider is an open source command line chat tool that lets you work with GPT to edit code in your local git repo.
   7 repo stars
8. ▌
   Benchmarks API Reference · tools-only bundle

   The mcpbr.benchmarks package defines the benchmark abstraction layer and provides implementations for 29 benchmarks. Use the Benchmark protocol to add custom benchmarks or interact with existing ones programmatically.
   7 repo stars
9. ▌
   Opt In Anonymous No Personal Info · tools-only bundle

   Aider can collect anonymous analytics to help improve aider's ability to work with LLMs, edit code and complete user requests.
   7 repo stars
10. ▌
    Analytics API Reference · tools-only bundle

    The mcpbr.analytics package provides comprehensive statistical analysis, historical tracking, and comparison tools for benchmark results.
    7 repo stars
11. ▌
    Requirements Pre Execution Validation For Plan And Design · tools-only bundle

    This wastes time and can create conflicts with in-flight work.
    7 repo stars
12. ▌
    Requirements Documentation Audit And Sync · tools-only bundle

    PR #166 claimed to "Update CHANGELOG, README, CLAUDE.md, wiki, and command docs" for the --tone flag, but the wiki Command-Reference received only a single table row (+1 line).
    7 repo stars
13. ▌
    Feature Requirements Review Fixes Before Merge · tools-only bundle

    Code review of the fix/codeql-scanning-alerts branch identified 3 issues: a double-sanitization bug causing display corruption, missing shlex.quote() on temp script paths, and unverified CodeQL alert dismissals.
    7 repo stars
14. ▌
    Feature Requirements Github Issues 129 163 165 · tools-only bundle

    After implementation, execute /zerg:document to update all documentation surfaces.
    7 repo stars
15. ▌
    Requirements Rush Performance Fix · tools-only bundle

    ZERG rush execution is PAINFULLY slow due to excessive Docker subprocess calls in the container monitoring loop.
    7 repo stars
16. ▌
    Requirements Container Mode Resilience · tools-only bundle

    During multi-container, multi-worker execution (zerg rush --mode container --workers=3), several resilience gaps cause rushes to stall at high completion percentages.
    7 repo stars
17. ▌
    Requirements Fix Zerg Rush Task Tool Mode Default · tools-only bundle

    When /zerg:rush is invoked as a Claude Code slash command without explicit --mode, it incorrectly delegates to the Python CLI/Orchestrator (subprocess mode) instead of executing in Task Tool Mode.
    7 repo stars
18. ▌
    Feature Requirements Phase 1 Community Governance · tools-only bundle

    ZERG is preparing for public release as zerg-ai on PyPI. Phase 0 (blockers) is complete — distribution renamed, CHANGELOG frozen, TestPyPI validated, GitHub environments and branch protection configured.
    7 repo stars
19. ▌
    Requirements Analyze Wiring Verification · tools-only bundle

    Result: a module can pass all analyze checks while having zero production callers, circular imports, or broken context engineering splits. --check all doesn't actually check all.
    7 repo stars
20. ▌
    Requirements Perf Report Fixes · tools-only bundle

    Address all actionable issues from claudedocs/performance-report.md (score 86/100, 961 findings). Target: eliminate false positives via tool configuration, fix real issues in production code, clean up legacy artifacts.
    7 repo stars
21. ▌
    Requirements Lockfile Hardening · tools-only bundle

    Code review of zerg/commands/utils.py found 5 issues in lockfile and detectfeature code. All are hardening improvements — the code works but has edge-case vulnerabilities.
    7 repo stars
22. ▌
    Requirements Task Mode Default · tools-only bundle

    This simplifies the mental model: "task mode unless I say otherwise."
    7 repo stars
23. ▌
    Feature Requirements Phase 2 CI Quality · tools-only bundle

    ZERG is preparing for public release. Phase 0 (blockers) and Phase 1 (community governance) are complete.
    7 repo stars
24. ▌
    Requirements Enforce Workflow Boundaries · tools-only bundle

    This is a workflow discipline requirement to ensure the user maintains full control over workflow progression.
    7 repo stars
25. ▌
    Requirements Review Security Integration · tools-only bundle

    Meanwhile, /z:security slash command describes OWASP presets, CVE scanning, injection/XSS analysis, and compliance frameworks — but these exist only as Claude-directed behaviors, not as Python functions callable by the…
    7 repo stars
26. ▌
    Requirements Performance Analysis · tools-only bundle

    Backlog item #12: Add --performance option to zerg analyze that runs a comprehensive performance audit covering 140 factors across 16 categories. Uses optional external static analysis tools with graceful degradation.
    7 repo stars
27. ▌
    Requirements Resolve The REST Of Github Issue 134 Completely · tools-only bundle

    Issue #134 identified that ZERG performs redundant rglob directory traversals across multiple modules.
    7 repo stars
28. ▌
    Feature Requirements Container Execution · tools-only bundle

    ZERG workers currently only run as local subprocesses. The ContainerLauncher class is fully implemented (~550 LOC) but has never been exercised end-to-end. The Docker image (zerg-worker) has never been built.
    7 repo stars
29. ▌
    Feature Requirements Issue 94 · tools-only bundle

    The /zerg:plan command captures requirements through multi-phase interactive discovery.
    7 repo stars
30. ▌
    Requirements Quality Gate Fixes Issues 106 107 · tools-only bundle

    Run /z:analyze import-chain gate after changes. Target: score >80/100.
    7 repo stars
31. ▌
    Requirements CI Streamline · tools-only bundle

    The ZERG CI pipeline has 4 separate workflows triggering on PRs, producing 8 parallel jobs that compete for runners. Sequential gating (smoke -> lint -> test) adds ~30s overhead per gate.
    7 repo stars
32. ▌
    Feature Requirements Security Hardening Addendum · tools-only bundle

    Security review of review-fixes-before-merge identified 2 pre-existing low-severity hardening opportunities. Neither is exploitable in the current deployment context, but both violate defense-in-depth principles.
    7 repo stars
33. ▌
    Requirements Core Refactoring · tools-only bundle

    Refactor launcher.py (2,010 lines), orchestrator.py (1,344 lines), and worker_protocol.py (1,143 lines) to eliminate sync/async duplication, split god classes, and decouple shared mutable state.
    7 repo stars
34. ▌
    Feature Requirements Fix Codeql Scanning Alerts · tools-only bundle

    GitHub CodeQL scanning on rocklambros/zerg reports 115 open alerts. CodeQL runs on every push/PR and these alerts create noise, mask real issues, and block adoption of branch protection rules requiring zero alerts.
    7 repo stars
35. ▌
    Requirements Git Tooling V2 · tools-only bundle

    Current /zerg:git has 6 basic actions with naive commit message generation. The entire git workflow pipeline — from commit through PR to release — lacks AI intelligence, safety nets, and project-context awareness.
    7 repo stars
36. ▌
    Requirements Multi Epic Isolation · tools-only bundle

    ZERG cannot safely run two independent epics in parallel across separate terminal sessions. Six root causes combine to produce cross-epic stomping of plans, designs, task graphs, worker execution, and git PRs.
    7 repo stars
37. ▌
    Requirements Documentation Tone Overhaul · tools-only bundle

    The recent documentation overhaul (PR #128) created comprehensive, exhaustive documentation but lost the educational, layman-friendly tone of the original wiki.
    7 repo stars
38. ▌
    Requirements Command Authoring Framework Github Issue 64 · tools-only bundle

    Authors frequently miss required sections, forget Task tool calls, or create commands that pass validation but fail in practice.
    7 repo stars
39. ▌
    Agent Skills 2 · tools-only bundle

    Skills are contextual prompts that teach AI coding assistants how to accomplish specific tasks.
    7 repo stars
40. ▌
    M4 Skills Index 3 · tools-only bundle

    This directory contains skills for the M4 framework, covering clinical research concepts and system functionality.
    7 repo stars
41. ▌
    Skill Format Reference · tools-only bundle

    This document defines how M4 skills should be structured, including metadata, provenance tracking, the tier system for trust levels, and the category system for skill types.
    7 repo stars
42. ▌
    Timeline Management · tools-only bundle

    WidgetKit renders widgets as static snapshots at predetermined times. The system controls refresh timing to optimize battery life, allowing 40-70 refreshes per day (every 15-60 minutes).
    7 repo stars
43. ▌
    Claude Code 5 · tools-only bundle

    Aden 通过 LiteLLM 集成支持 100 多个 LLM 提供商，包括 OpenAI（GPT-4、GPT-4o）、Anthropic（Claude 模型）、Google Gemini、Mistral、Groq 等。只需设置适当的 API 密钥环境变量并指定模型名称即可。
    7 repo stars
44. ▌
    Claude Code 7 · tools-only bundle

    Aden 通过 LiteLLM 集成支持 100 多个 LLM 提供商，包括 OpenAI（GPT-4、GPT-4o）、Anthropic（Claude 模型）、Google Gemini、Mistral、Groq 等。只需设置适当的 API 密钥环境变量并指定模型名称即可。
    7 repo stars
45. ▌
    Next JS Optimization · tools-only bundle

    Performance optimization techniques for images, fonts, scripts, and bundles.
    7 repo stars
46. ▌
    Code Analysis Tools · tools-only bundle

    Use graceful degradation for code search and structural analysis.
    7 repo stars
47. ▌
    S08 Coding Agent Business Requirements · tools-only bundle

    Contoso Healthcare recently deployed a new patient portal infrastructure using Azure Bicep templates. The deployment was successful, but the operations team has identified
    7 repo stars
48. ▌
    Local Deep Research On Unraid · tools-only bundle

    This guide covers deploying Local Deep Research (LDR) on Unraid servers.
    7 repo stars
49. ▌
    M4 Installation Guide For AI Agents · tools-only bundle

    This guide helps AI agents like Cline, Cursor, and other MCP clients install and configure M4 for clinical data analysis.
    7 repo stars
50. ▌
    Issue Addressor · tools-only bundle

    Issue Addressing is a feature that allows DAIV to address issues by generating a plan and executing the necessary code changes, opening a merge request (GitLab) or pull request (GitHub) with the changes for review.
    7 repo stars
51. ▌
    Code Execution With The M4 Python API · tools-only bundle

    The M4 Python API unlocks the full potential of LLM-assisted clinical research by giving you programmatic access to query results as native Python objects.
    7 repo stars
52. ▌
    Review Addressor · tools-only bundle

    Review Addressor is a feature that allows DAIV to address code review comments by applying the changes suggested by the reviewer or answering questions about the codebase.
    7 repo stars
53. ▌
    Terraform Support Roadmap · tools-only bundle

    This guide outlines the roadmap for adding Terraform support to the Agentic InfraOps workflow. Currently, the project uses Bicep as the primary IaC language.
    7 repo stars
54. ▌
    Terraform Support Roadmap 2 · tools-only bundle

    This guide outlines the roadmap for adding Terraform support to the Agentic InfraOps workflow. Currently, the project uses Bicep as the primary IaC language.
    7 repo stars
55. ▌
    Terraform Support Roadmap 3 · tools-only bundle

    This guide outlines the roadmap for adding Terraform support to the Agentic InfraOps workflow. Currently, the project uses Bicep as the primary IaC language.
    7 repo stars
56. ▌
    Terraform Support Roadmap 4 · tools-only bundle

    This guide outlines the roadmap for adding Terraform support to the Agentic InfraOps workflow. Currently, the project uses Bicep as the primary IaC language.
    7 repo stars
57. ▌
    Retailmax Incident Timeline · tools-only bundle

    Copilot explains concept + suggests: "Check application connection pool settings"
    7 repo stars
58. ▌
    Zerg Rush Performance Optimization · tools-only bundle

    Rush execution for github-issues-batch (9 tasks, 5 levels) took ~6 hours when it should take ~30-60 minutes.
    7 repo stars
59. ▌
    Requirements Git Cleanup Issues Docs · tools-only bundle

    A new action in the git command that performs comprehensive repository hygiene.
    7 repo stars
60. ▌
    Requirements Security Hardening · tools-only bundle

    None - requirements are derived from detailed GitHub issue specifications.
    7 repo stars
61. ▌
    Requirements Design Task Manifest · tools-only bundle

    Add Claude Task ecosystem integration to zerg design CLI and validate the /zerg:design slash command spec.
    7 repo stars
62. ▌
    Requirements Github Issues Batch 105 111 · tools-only bundle

    Address GitHub issues 105-111 related to ZERG quality gates and bug fixes.
    7 repo stars
63. ▌
    Requirements Container Mode Bypass · tools-only bundle

    --mode task is accepted by CLI but has no launcher implementation. Unknown modes silently fall back to subprocess via config default. No user feedback confirms which launcher mode was actually used.
    7 repo stars
64. ▌
    Azure Components Reference · tools-only bundle

    Complete list of 700+ Azure components available in the diagrams library with official Microsoft icons.
    7 repo stars
65. ▌
    Agents Overview · tools-only bundle

    This document provides a comprehensive overview of all agents in Agentic InfraOps, covering the complete 8-phase infrastructure development and operations workflow.
    7 repo stars
66. ▌
    Adding Custom Datasets · tools-only bundle

    M4 supports any PhysioNet dataset. This guide shows how to add your own.
    7 repo stars
67. ▌
    Contextforge Development Guide · tools-only bundle

    This guide provides comprehensive information for developers working on ContextForge project.
    7 repo stars
68. ▌
    Developer Guide 10 · tools-only bundle

    We use the pre-commit framework to manage git hooks. This repository includes both standard checks (ruff, eslint, gitleaks) and custom local checks located in .pre-commit-hooks/.
    7 repo stars
69. ▌
    Developer Guide 11 · tools-only bundle

    We use the pre-commit framework to manage git hooks. This repository includes both standard checks (ruff, eslint, gitleaks) and custom local checks located in .pre-commit-hooks/.
    7 repo stars
70. ▌
    Supported Providers · tools-only bundle

    A combination of providers may be configured. For example, you can use OpenAI provider for one agent and Gemini provider for another.
    7 repo stars
71. ▌
    Step 7 Compliance Matrix Static Web Application · tools-only bundle

    This compliance matrix maps the static-webapp-test security controls to Azure Security Baseline requirements.
    7 repo stars
72. ▌
    Compliance Matrix Static Webapp Test · tools-only bundle

    This compliance matrix maps the static-webapp-test security controls to Azure Security Baseline requirements.
    7 repo stars
73. ▌
    Software Development Engineer · tools-only bundle

    We're building the future of AI agents. Aden is an open-source framework for creating self-improving, production-ready AI agents with built-in cost controls, human-in-the-loop capabilities, and comprehensive…
    7 repo stars
74. ▌
    Development Guide · tools-only bundle

    This guide covers setting up your development environment, running tests, and contributing code to the Skill Scanner.
    7 repo stars
75. ▌
    Development Guide 2 · tools-only bundle

    This guide covers setting up your development environment, running tests, and contributing code to the Skill Scanner.
    7 repo stars
76. ▌
    Local Codeql Analysis Guide · tools-only bundle

    This guide explains how to set up and use CodeQL for local security analysis of the Local Deep Research project, covering both Python backend and JavaScript frontend code.
    7 repo stars
77. ▌
    Netlify Deployment Patterns · tools-only bundle

    Common deployment scenarios and best practices for the Netlify skill.
    7 repo stars
78. ▌
    1 Business Logic Integrity · tools-only bundle

    You are a meticulous code review specialist with deep expertise in Rust development, testing practices, and project compliance.
    7 repo stars
79. ▌
    Preventing Overlaps In Complex Diagrams · tools-only bundle

    Guide for avoiding node and edge overlaps in Graphviz-based diagrams.
    7 repo stars
80. ▌
    Plan Requirements 3 · tools-only bundle

    Conduct a business-first requirements discovery session for a new Azure workload.
    7 repo stars
81. ▌
    Plan Requirements · tools-only bundle

    Conduct a business-first requirements discovery session for a new Azure workload.
    7 repo stars
82. ▌
    Plan Requirements 2 · tools-only bundle

    Conduct a business-first requirements discovery session for a new Azure workload.
    7 repo stars
83. ▌
    Cloudflare Platform Overview · tools-only bundle

    Cloudflare Developer Platform: comprehensive edge computing ecosystem for full-stack applications on global network across 300+ cities.
    7 repo stars
84. ▌
    Infraops Conductor Agent · tools-only bundle

    Master orchestrator for the 7-step Azure infrastructure development workflow.
    7 repo stars
85. ▌
    Cloudflare R2 Storage · tools-only bundle

    Use dashboard for one-time complete migration from AWS, GCS, Azure.
    7 repo stars
86. ▌
    Compliance Matrix Terraform E2e · tools-only bundle

    This matrix maps as-built controls to requirements from project artifacts and enforced Azure Policies.
    7 repo stars
87. ▌
    Markdown Documentation Standards · tools-only bundle

    Standards for creating consistent, accessible, and well-structured markdown documentation. Follow these guidelines to ensure documentation quality across the repository.
    7 repo stars
88. ▌
    Markdown Documentation Standards 2 · tools-only bundle

    Standards for creating consistent, accessible, and well-structured markdown documentation. Follow these guidelines to ensure documentation quality across the repository.
    7 repo stars
89. ▌
    Markdown Documentation Standards 3 · tools-only bundle

    Standards for creating consistent, accessible, and well-structured markdown documentation. Follow these guidelines to ensure documentation quality across the repository.
    7 repo stars
90. ▌
    Markdown Documentation Standards 4 · tools-only bundle

    Standards for creating consistent, accessible, and well-structured markdown documentation. Follow these guidelines to ensure documentation quality across the repository.
    7 repo stars
91. ▌
    Markdown Documentation Standards 5 · tools-only bundle

    Standards for creating consistent, accessible, and well-structured markdown documentation. Follow these guidelines to ensure documentation quality across the repository.
    7 repo stars
92. ▌
    Markdown Documentation Standards 6 · tools-only bundle

    Standards for creating consistent, accessible, and well-structured markdown documentation. Follow these guidelines to ensure documentation quality across the repository.
    7 repo stars
93. ▌
    Business Process Flow Diagrams · tools-only bundle

    Generate professional business process flow diagrams showing user actions, system steps, and outcomes.
    7 repo stars
94. ▌
    Business Process Flow Diagrams 2 · tools-only bundle

    Generate professional business process flow diagrams showing user actions, system steps, and outcomes.
    7 repo stars
95. ▌
    Agent Development Environment Setup · tools-only bundle

    Complete setup guide for building and running goal-driven agents with the Aden Agent Framework.
    7 repo stars
96. ▌
    Agent Development Environment Setup 2 · tools-only bundle

    Complete setup guide for building and running goal-driven agents with the Aden Agent Framework.
    7 repo stars
97. ▌
    Documentation Styling Standards · tools-only bundle

    This file defines the visual styling standards for all agent-generated documentation. Agents and skills MUST reference these standards when generating artifacts.
    7 repo stars
98. ▌
    Timeline And Gantt Diagrams · tools-only bundle

    Generate professional timeline, roadmap, and Gantt chart diagrams for project planning.
    7 repo stars
99. ▌
    Timeline And Gantt Diagrams 2 · tools-only bundle

    Generate professional timeline, roadmap, and Gantt chart diagrams for project planning.
    7 repo stars
100. ▌
     Devops Challenge · tools-only bundle

     Master the deployment and operations of AI agent infrastructure! This challenge is for DevOps and Platform engineers who want to ensure Aden runs reliably at scale.
     7 repo stars