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Affaan Mustafa

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1. ▌
   API Connector Builder 2 · affaan-m

   ターゲット リポジトリの既存統合パターンに正確に一致する新しい API コネクターまたはプロバイダーを構築します。2 番目のアーキテクチャを発明せずに、1 つ以上の統合を追加するときに使用します。
   226k repo stars
2. ▌
   Dart Flutter Patterns 2 · affaan-m

   本番環境対応のDartおよびFlutterパターンは、null安全性、不変状態、非同期構成、ウィジェットアーキテクチャ、人気のある状態管理フレームワーク（BLoC、Riverpod、Provider）、GoRouterナビゲーション、Dioネットワーキング、Freezedコード生成、クリーンアーキテクチャをカバー。
   226k repo stars
3. ▌
   Swift Concurrency 6 2 2 · affaan-m

   Swift 6.2のアクセシブルな並行処理——デフォルトはシングルスレッド、@concurrentは明示的なバックグラウンドオフロードに使用し、分離の一貫性はMainActor型に使用する。
   226k repo stars
4. ▌
   API Connector Builder 3 · affaan-m

   通过匹配目标仓库现有的集成模式，构建一个新的API连接器或提供者。适用于在不发明第二种架构的情况下添加一个集成。
   226k repo stars
5. ▌
   Connections Optimizer 2 · affaan-m

   重新组织用户的X和LinkedIn网络，采用审查优先的修剪策略，提供添加/关注建议，并以用户真实口吻起草针对不同渠道的温和外联。当用户希望清理关注列表、向当前优先事项发展或围绕更高信号的关系重新平衡社交图谱时使用。
   226k repo stars
6. ▌
   Production Scheduling 2 · affaan-m

   为离散和批量制造中的生产调度、作业排序、产线平衡、换模优化和瓶颈解决提供编码化专业知识。基于拥有15年以上经验的生产调度师的知识。包括约束理论/鼓-缓冲-绳、快速换模、设备综合效率分析、中断响应框架以及企业资源计划/制造执行系统交互模式。适用于调度生产、解决瓶颈、优化换模、应对中断或平衡制造产线时。
   226k repo stars
7. ▌
   Continuous Learning V2 4 · affaan-m bundle

   フックを介してセッションを観察し、信頼度スコアリング付きのアトミックなインスティンクトを作成し、スキル/コマンド/エージェントに進化させるインスティンクトベースの学習システム。
   226k repo stars
8. ▌
   Security Bounty Hunter 2 · affaan-m

   リポジトリ内の悪用可能なバウンティ対象のセキュリティ問題を発見します。ノイズの多いローカルのみの発見ではなく、実際のレポートに適格なリモートから到達可能な脆弱性に焦点を当てます。
   226k repo stars
9. ▌
   Continuous Learning V2 5 · affaan-m

   훅을 통해 세션을 관찰하고, 신뢰도 점수가 있는 원자적 본능을 생성하며, 이를 스킬/명령어/에이전트로 진화시키는 본능 기반 학습 시스템. v2.1에서는 프로젝트 간 오염을 방지하기 위한 프로젝트 범위 본능이 추가되었습니다.
   226k repo stars
10. ▌
    Continuous Learning V2 6 · affaan-m bundle

    Continuous Learning V2
    226k repo stars
11. ▌
    Hexagonal Architecture 2 · affaan-m

    设计、实现并重构端口与适配器系统，具有清晰的领域边界、依赖反转以及跨 TypeScript、Java、Kotlin 和 Go 服务的可测试用例编排。
    226k repo stars
12. ▌
    Quality Nonconformance 2 · affaan-m

    为受监管制造业中的质量控制、不合格调查、根本原因分析、纠正措施和供应商质量管理提供编码化专业知识。基于在FDA、IATF 16949和AS9100环境中拥有15年以上经验的质量工程师的见解。包括不合格报告生命周期管理、纠正与预防措施系统、统计过程控制解释和审核方法。适用于调查不合格、进行根本原因分析、管理纠正与预防措施、解释统计过程控制数据或处理供应商质量问题。
    226k repo stars
13. ▌
    Security Bounty Hunter 3 · affaan-m

    在仓库中寻找可利用、值得赏金的安全问题。专注于远程可访问的漏洞，这些漏洞符合实际报告的条件，而不是嘈杂的仅本地发现。
    226k repo stars
14. ▌
    Continuous Learning V2 7 · affaan-m

    Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
    226k repo stars
15. ▌
    Cost Aware LLM Pipeline 2 · affaan-m

    LLM APIの使用量のコスト最適化パターン — タスクの複雑さによるモデルルーティング、予算追跡、リトライロジック、プロンプトキャッシング。
    226k repo stars
16. ▌
    Kotlin Coroutines Flows 2 · affaan-m

    Android および KMP 向けの Kotlin コルーチンと Flow パターン — 構造化並行性、Flow オペレーター、StateFlow、エラーハンドリング、テスト。
    226k repo stars
17. ▌
    Remotion Video Creation 2 · affaan-m

    Remotion のベストプラクティス - React で動画を作成する。3D、アニメーション、音声、字幕、チャート、トランジションなどをカバーするドメイン固有の29のルール。
    226k repo stars
18. ▌
    Springboot Verification 2 · affaan-m

    Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.
    226k repo stars
19. ▌
    Swift Actor Persistence 2 · affaan-m

    Swiftでactorを使用してスレッドセーフなデータ永続化を実装する——メモリキャッシュとファイルバックドストレージを組み合わせ、設計によってデータ競合を排除する。
    226k repo stars
20. ▌
    Healthcare Emr Patterns 2 · affaan-m

    Healthcare Emr Patterns
    226k repo stars
21. ▌
    Healthcare Eval Harness 2 · affaan-m

    用于医疗应用部署的患者安全评估工具。针对CDSS准确性、PHI暴露、临床工作流完整性和集成合规性的自动化测试套件。在安全故障时阻止部署。
    226k repo stars
22. ▌
    Remotion Video Creation 3 · affaan-m

    Remotion 最佳实践 - 在 React 中创建视频。29 条领域特定规则，涵盖 3D、动画、音频、字幕、图表、过渡等。
    226k repo stars
23. ▌
    Agent Architecture Audit 2 · affaan-m

    エージェントおよび LLM アプリケーション向けのフルスタック診断。12 層のエージェントスタックにおけるラッパーリグレッション、メモリ汚染、ツール規律の失敗、隠れた修復ループ、レンダリング破損を監査します。重要度順の発見事項とコードファーストの修正を生成します。エージェントアプリケーション、自律ループ、または LLM を活用した機能を構築する開発者に必須です。
    226k repo stars
24. ▌
    Autonomous Agent Harness 2 · affaan-m

    Claude Codeを永続的なメモリ、スケジュール済み操作、コンピュータ使用、タスクキューイングを備えた完全自動エージェントシステムに変換します。スタンドアロンエージェントフレームワーク（Hermes、AutoGPT）を、Claude Codeのネイティブcrons、dispatch、MCPツール、メモリを活用して置き換えます。ユーザーが継続的な自動操作、スケジュール済みタスク、または自己指令エージェントループを望む場合に使用します。
    226k repo stars
25. ▌
    Customs Trade Compliance 2 · affaan-m

    通関書類、関税分類、関税最適化、制限当事者スクリーニング、複数の法域にわたる規制コンプライアンスのための成文化された専門知識。15年以上の経験を持つ貿易コンプライアンス専門家に情報。HS分類ロジック、インコターム適用、FTA利用、ペナルティ軽減を含みます。通関許可、関税分類、貿易コンプライアンス、輸入/輸出ドキュメント、または関税最適化を処理するときに使用します。
    226k repo stars
26. ▌
    Flutter Dart Code Review 2 · affaan-m

    ウィジェットのベストプラクティス、状態管理パターン（BLoC、Riverpod、Provider、GetX、MobX、Signals）、Dartのイディオム、パフォーマンス、アクセシビリティ、セキュリティ、クリーンアーキテクチャをカバーするライブラリに依存しないFlutter/Dartのコードレビューチェックリスト。
    226k repo stars
27. ▌
    Network Interface Health 2 · affaan-m

    ルーター、スイッチ、Linuxホスト上のインターフェースエラー、ドロップ、CRC、デュプレックス不一致、フラッピング、速度ネゴシエーション問題、カウンタートレンドを診断する。
    226k repo stars
28. ▌
    Autonomous Agent Harness 3 · affaan-m

    将 Claude Code 转变为具有持久记忆、定时操作、计算机使用和任务队列的完全自主代理系统。通过利用 Claude Code 的原生定时任务、调度、MCP 工具和记忆，取代独立的代理框架（Hermes、AutoGPT）。当用户需要持续自主操作、定时任务或自我导向的代理循环时使用。
    226k repo stars
29. ▌
    Customs Trade Compliance 3 · affaan-m

    海关文件、关税分类、关税优化、受限方筛查以及多司法管辖区法规合规的编码化专业知识。由拥有15年以上经验的贸易合规专家提供。包括HS分类逻辑、Incoterms应用、自贸协定利用以及罚款减免。适用于处理海关清关、关税分类、贸易合规、进出口文件或关税优化时使用。
    226k repo stars
30. ▌
    Laravel Plugin Discovery 2 · affaan-m

    通过LaraPlugins.io MCP发现和评估Laravel包。当用户想要查找插件、检查包的健康状况或评估Laravel/PHP兼容性时使用。
    226k repo stars
31. ▌
    Returns Reverse Logistics 2 · affaan-m

    返品承認、受取・検品、処分決定、返金処理、不正検出、保証クレーム管理のための標準化された専門知識。15年以上の経験を持つ返品オペレーションマネージャーの知見に基づく。段階的フレームワーク、処分経済性、不正パターン認識、ベンダー回収プロセスを含む。製品返品、逆物流、返金決定、返品不正検出、保証クレームを扱う場合に使用。
    226k repo stars
32. ▌
    Swift Protocol Di Testing 2 · affaan-m

    テスト可能なSwiftコードのためのプロトコルベースの依存性注入——焦点を絞ったプロトコルとSwift Testingを使用してファイルシステム、ネットワーク、外部APIをモックする。
    226k repo stars
33. ▌
    Healthcare Phi Compliance 2 · affaan-m

    医疗应用中受保护健康信息（PHI）和个人身份信息（PII）的合规模式。涵盖数据分类、访问控制、审计追踪、加密及常见泄露途径。
    226k repo stars
34. ▌
    Inventory Demand Planning 2 · affaan-m

    为多地点零售商提供需求预测、安全库存优化、补货规划及促销提升估算的编码化专业知识。基于拥有15年以上管理数百个SKU经验的需求规划师的专业知识。包括预测方法选择、ABC/XYZ分析、季节性过渡管理及供应商谈判框架。适用于预测需求、设定安全库存、规划补货、管理促销或优化库存水平时使用。
    226k repo stars
35. ▌
    Returns Reverse Logistics 3 · affaan-m

    用于退货授权、接收与检验、处置决策、退款处理、欺诈检测以及保修索赔管理的标准化专业知识。基于拥有15年以上经验的退货运营经理的见解。包括分级框架、处置经济学、欺诈模式识别和供应商回收流程。适用于处理产品退货、逆向物流、退款决策、退货欺诈检测或保修索赔时使用。
    226k repo stars
36. ▌
    Unified Notifications Ops 2 · affaan-m

    将通知作为统一的 ECC 原生工作流进行操作，涵盖 GitHub、Linear、桌面提醒、钩子以及连接的通信界面。当真正的问题是告警路由、去重、升级或收件箱崩溃时使用。
    226k repo stars
37. ▌
    Agent Harness Construction 2 · affaan-m

    AI エージェントのアクション空間、ツール定義、観測フォーマットを設計・最適化して完了率を向上させます。
    226k repo stars
38. ▌
    Android Clean Architecture 2 · affaan-m

    Android と Kotlin Multiplatform プロジェクトのクリーンアーキテクチャパターン — モジュール構造、依存関係ルール、UseCase、Repository、データ層パターン。
    226k repo stars
39. ▌
    Content Hash Cache Pattern 2 · affaan-m

    SHA-256コンテンツハッシュを使用して、高コストなファイル処理結果をキャッシュします — パス非依存、自動無効化、サービスレイヤーの分離。
    226k repo stars
40. ▌
    Uspto Database 2 · affaan-m

    公式記録の検索、PatentSearch クエリ、TSDR チェック、譲渡データ、および再現可能な IP 調査ログのための USPTO 特許・商標データワークフロー。
    226k repo stars
41. ▌
    Parallel Execution Optimizer 2 · affaan-m

    当用户希望通过并行工作、并发 agents、批量工具调用、隔离 worktree 或多条独立验证通道来大幅加速任务、同时不损失正确性时使用。
    226k repo stars
42. ▌
    Agent Introspection Debugging 2 · affaan-m

    キャプチャ、診断、封じ込め回復、内省レポートを使用した AI エージェント障害のための構造化された自己デバッグワークフロー。
    226k repo stars
43. ▌
    Pubmed Database 2 · affaan-m

    生物医学文献、MeSH クエリ、PMID 検索、引用取得、および API を利用した文献モニタリングのための PubMed および NCBI E-utilities の直接検索ワークフロー。
    226k repo stars
44. ▌
    Compose Multiplatform Patterns 2 · affaan-m

    KMPプロジェクト向けのCompose MultiplatformおよびJetpack Composeパターン — 状態管理、ナビゲーション、テーマ設定、パフォーマンス、プラットフォーム固有のUI。
    226k repo stars
45. ▌
    Logistics Exception Management 2 · affaan-m

    针对货运异常、货物延误、损坏、丢失和承运商纠纷的编码化专业知识，由拥有15年以上运营经验的物流专业人士提供。包括升级协议、承运商特定行为、索赔程序和判断框架。在处理运输异常、货运索赔、交付问题或承运商纠纷时使用。
    226k repo stars
46. ▌
    Carrier Relationship Management 2 · affaan-m

    キャリアポートフォリオの管理、運賃交渉、キャリアパフォーマンスの追跡、貨物割り当て、戦略的なキャリア関係の維持のための成文化された専門知識。15年以上の経験を持つ輸送マネージャーに情報。スコアカーディングフレームワーク、RFPプロセス、市場情報、コンプライアンス調査を含みます。キャリアの管理、料金交渉、キャリアパフォーマンスの評価、または運賃戦略の構築を行うときに使用します。
    226k repo stars
47. ▌
    Carrier Relationship Management 3 · affaan-m

    用于管理承运商组合、协商运费、跟踪承运商绩效、分配货运以及维护战略承运商关系的编码专业知识。基于拥有15年以上经验的运输经理提供的信息。包括记分卡框架、RFP流程、市场情报和合规性审查。适用于管理承运商、协商费率、评估承运商绩效或制定货运策略时使用。
    226k repo stars
48. ▌
    Literature Review 2 · affaan-m

    学術、生物医学、技術、科学的なトピックに対するシステマティックな文献レビューワークフロー。検索計画、ソースのスクリーニング、統合、引用確認、証拠ログを含む。
    226k repo stars
49. ▌
    Scholar Evaluation 2 · affaan-m

    論文、提案書、文献レビュー、方法論セクション、証拠の質、引用サポート、研究論文フィードバックのための構造化された学術的作業評価。
    226k repo stars
50. ▌
    Claude API 2 · affaan-m

    Anthropic Claude API 的 Python 和 TypeScript 使用模式。涵盖 Messages API、流式处理、工具使用、视觉功能、扩展思维、批量处理、提示缓存和 Claude Agent SDK。适用于使用 Claude API 或 Anthropic SDK 构建应用程序的场景。
    226k repo stars
51. ▌
    Prediction Market Risk Review · affaan-m

    Review prediction-market, basket, oracle, and trading-agent workflows for compliance, safety, data-quality, privacy, and execution risk. Use before any workflow handles venue auth, user portfolio data, API keys, or trade planning.
    226k repo stars
52. ▌
    Blender Motion State Inspection · affaan-m

    Use this skill when inspecting Blender characters, rigs, poses, animation retargeting, ground contact, facing direction, or model-vs-motion alignment where screenshots alone are not enough.
    226k repo stars
53. ▌
    Claude Swarm Orchestration · affaan-m

    Multi-agent orchestration for Claude Code — automatic task decomposition via Opus 4.6, parallel execution with dependency-aware scheduling, file conflict prevention, quality gate, and cost control. Use for complex tasks that benefit from parallelism (refactors, feature builds, audits across many files).
    226k repo stars
54. ▌
    Agentshield Security Scanner · affaan-m

    AI agent configuration security scanner — 102 rules across secrets, permissions, hooks, MCP servers, and agent definitions. Detects hardcoded secrets, permission misconfigurations, hook injection, MCP vulnerabilities, and prompt injection. Use before deploying any Claude Code/AI agent configuration.
    226k repo stars
55. ▌
    Dev Team · affaan-m

    Simulate a collaborative dev team session where multiple role-based personas (PM, Architect, Developer, QA) respond to the same problem together in one session. Use when designing a feature, reviewing a proposal, or onboarding a new initiative and you want multi-role perspective without switching agents manually.
    226k repo stars
56. ▌
    Ito Baskets · affaan-m bundle

    Read-only Itô basket and prediction-market data skill. Index the live basket catalog, compare a basket against user-supplied research or a watchlist, build a source-grounded market brief, or draft a non-executable planning worksheet. Use when a user asks to browse or index Itô baskets, compare a basket against notes or a thesis, research prediction-market events/venues/liquidity, or plan a basket or market idea without trading. Never advises, orders, trades, reserves, or executes.
    226k repo stars
57. ▌
    Ito Compute · affaan-m bundle

    Query live GPU inventory, submit an authenticated Itô fixed-rate RFQ, inspect RFQ or procurement status, revoke device credentials, and run explicitly gated node qualification through the separately installed canonical CLI. Use when a user asks to find H100/H200 capacity, request a fixed compute rate, check Itô compute status, validate GPU nodes, revoke Itô access, or rent or purchase GPU compute and needs the supported boundary explained.
    226k repo stars
58. ▌
    Plan Canvas · affaan-m

    Open plans and HTML artifacts in a local browser canvas where the human annotates elements, chats, and approves or requests changes without leaving the page. Use when presenting a plan for review, or when feedback like "move this, change that" is easier pointed at than typed.
    226k repo stars
59. ▌
    Ito Training · affaan-m

    Inspect the availability of ML training on a completed Itô compute booking and, when the canonical backend becomes available, hand off an explicitly confirmed training manifest. Use after ito-compute has booked GPU nodes and the user wants pre-training, fine-tuning, or RL on that metal. ECC implements no training stack of its own.
    226k repo stars
60. ▌
    Ito Inference · affaan-m

    Inspect the availability of model serving on a completed Itô compute booking and, when the canonical backend becomes available, hand off an explicitly confirmed serving manifest. Use after ito-compute has booked GPU nodes and the user asks for an OpenAI-compatible endpoint, ito-serve, hosted Kimi, or self-hosted open-weights inference. ECC implements no serving stack of its own.
    226k repo stars
61. ▌
    Contract First · affaan-m

    Use when multiple consumers and providers must evolve an API or event schema without field drift, integration surprises, or one side silently redefining the interface.
    226k repo stars
62. ▌
    Unified Memory · affaan-m

    Share durable, inspectable context and handoffs between Claude, Codex, Hermes, Cursor, OpenCode, and other agents through the local ECC Memory Vault. Use when an agent must save work state, transfer context, resume another agent's task, or search shared project knowledge.
    226k repo stars
63. ▌
    Terminal Opener · affaan-m bundle

    Open an executable and its argument array in a visible terminal window through a reusable, shell-free launch plan with dry-run, JSON, capability detection, detached fallback, and standalone recovery modes. Use when Codex needs to open an interactive CLI, SSH session, local development process, sandbox, or other argv-based command in a new host terminal; diagnose whether a supported terminal is available; or provide an actionable plan when the requested terminal is unsupported.
    226k repo stars
64. ▌
    Tasteforge Video · affaan-m

    Use for file-driven multimodal image, video, and 3D-asset discovery; taste interviews; distill or apply workflows; style-pack validation; editable EDL/FCPXML export; provenance audits; and offline planning that must fail closed before provider generation.
    226k repo stars
65. ▌
    Council Multi Model · affaan-m bundle

    Add one optional external Codex critique after the existing council has produced a decision draft. Use when an ambiguous, high-consequence decision would benefit from a separate model invocation's attempt to break the synthesis. Requires explicit consent before sending the compact draft and disagreement to OpenAI, labels same-provider reviews honestly, and marks the review absent when the adapter is unavailable.
    226k repo stars
66. ▌
    Nasiko Control Plane · affaan-m bundle

    Use the experimental Nasiko CLI lifecycle bridge for pinned installation, read-only status, and qualified uninstall with explicit consent and telemetry and secrets boundaries.
    226k repo stars
67. ▌
    Homelab Network Setup · affaan-m

    Practical home and homelab network planning for gateways, switches, access points, IP ranges, DHCP reservations, DNS, cabling, and common beginner mistakes. Use when planning or fixing a home or homelab network — gateway, switch, AP, IP ranges, DHCP, DNS, or cabling.
    226k repo stars
68. ▌
    Homelab Wireguard Vpn · affaan-m

    WireGuard VPN server setup, peer configuration, key generation, split tunneling vs full tunnel routing, and remote access to a home network from mobile and laptop clients. Use when setting up WireGuard for remote access to a home network, or deciding between split and full tunnel routing.
    226k repo stars
69. ▌
    Java Coding Standards · affaan-m

    Java coding standards for Spring Boot and Quarkus services: naming, immutability, Optional usage, streams, exceptions, generics, CDI, reactive patterns, and project layout. Automatically applies framework-specific conventions. Use when writing or reviewing Java in a Spring Boot or Quarkus service.
    226k repo stars
70. ▌
    Plankton Code Quality · affaan-m

    Write-time code quality enforcement using Plankton — auto-formatting, linting, and Claude-powered fixes on every file edit via hooks. Use when setting up write-time formatting, linting, or auto-fix hooks on file edits.
    226k repo stars
71. ▌
    Production Scheduling · affaan-m

    Codified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers with 15+ years experience. Includes TOC/drum-buffer-rope, SMED, OEE analysis, disruption response frameworks, and ERP/MES interaction patterns. Use when scheduling production, resolving bottlenecks, optimizing changeovers, responding to disruptions, or balancing manufacturing lines.
    226k repo stars
72. ▌
    React Native Patterns · affaan-m

    React Native and Expo app patterns — Expo Router navigation, state separation (server/client/route/form), TanStack Query data fetching with Zod, performant lists, NativeWind/StyleSheet styling, native APIs, and secure storage. Use when building or editing React Native / Expo screens, components, navigation, or data layers.
    226k repo stars
73. ▌
    Swift Concurrency 6 2 · affaan-m

    Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types. Use when adopting Swift 6.2 concurrency — offloading with @concurrent or resolving main-actor isolation.
    226k repo stars
74. ▌
    Continuous Learning V2 · affaan-m bundle

    Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination. Use when capturing lessons from a session, managing instincts, or promoting them into skills, commands, or agents.
    226k repo stars
75. ▌
    Hexagonal Architecture · affaan-m

    Design, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScript, Java, Kotlin, and Go services. Use when introducing or refactoring toward Ports and Adapters, or when domain logic has become entangled with I/O.
    226k repo stars
76. ▌
    Living Docs Governance · affaan-m

    Keep a long-lived project's documentation from rotting by assigning existing project docs clear constitution, map, status, and history roles, then wiring the active agent harness to those canonical sources. Use in the maintain phase when docs drift from code, agents lose context between sessions, or intentional removals keep being recreated. Prefer adopting the repository's current docs structure over creating new root files. 中文触发：文档治理、活文档、项目状态追踪、防文档漂移、项目地图、健康仪表盘、删除区、长期项目治理
    226k repo stars
77. ▌
    Netmiko Ssh Automation · affaan-m

    Safe Python Netmiko patterns for read-only collection, bounded batch SSH, TextFSM parsing, guarded config changes, timeouts, and network automation error handling. Use when automating network device access with Python Netmiko, whether collecting state or pushing guarded config changes.
    226k repo stars
78. ▌
    Openclaw Persona Forge · affaan-m bundle

    为 OpenClaw AI Agent 锻造完整的龙虾灵魂方案。根据用户偏好或随机抽卡， 输出身份定位、灵魂描述(SOUL.md)、角色化底线规则、名字和头像生图提示词。 如当前环境提供已审核的生图 skill，可自动生成统一风格头像图片。 当用户需要创建、设计或定制 OpenClaw 龙虾灵魂时使用。 不适用于：微调已有 SOUL.md、非 OpenClaw 平台的角色设计、纯工具型无性格 Agent。 触发词：龙虾灵魂、虾魂、OpenClaw 灵魂、养虾灵魂、龙虾角色、龙虾定位、 龙虾剧本杀角色、龙虾游戏角色、龙虾 NPC、龙虾性格、龙虾背景故事、 lobster soul、lobster character、抽卡、随机龙虾、龙虾 SOUL、gacha。 Use when creating, designing, or customizing an OpenClaw lobster persona — identity, SOUL.md, name, or avatar prompt.
    226k repo stars
79. ▌
    Quality Nonconformance · affaan-m

    Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle management, CAPA systems, SPC interpretation, and audit methodology. Use when investigating non-conformances, performing root cause analysis, managing CAPAs, interpreting SPC data, or handling supplier quality issues.
    226k repo stars
80. ▌
    Ralphinho Rfc Pipeline · affaan-m

    RFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration. Use when running RFC-driven multi-agent execution with quality gates and a merge queue.
    226k repo stars
81. ▌
    Security Bounty Hunter · affaan-m

    Hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports instead of noisy local-only findings. Use when hunting reportable, remotely reachable vulnerabilities in a repository.
    226k repo stars
82. ▌
    Cost Aware LLM Pipeline · affaan-m

    Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching. Use when LLM spend needs to come down, or when routing tasks across model tiers and budgets.
    226k repo stars
83. ▌
    Healthcare Emr Patterns · affaan-m

    EMR/EHR development patterns for healthcare applications. Clinical safety, encounter workflows, prescription generation, clinical decision support integration, and accessibility-first UI for medical data entry. Use when building EMR or EHR features such as encounter workflows, prescription generation, or clinical data entry UI.
    226k repo stars
84. ▌
    Healthcare Eval Harness · affaan-m

    Patient safety evaluation harness for healthcare application deployments. Automated test suites for CDSS accuracy, PHI exposure, clinical workflow integrity, and integration compliance. Blocks deployments on safety failures. Use when a healthcare deployment must be gated on patient-safety tests for CDSS accuracy, PHI exposure, and workflow integrity.
    226k repo stars
85. ▌
    Kotlin Coroutines Flows · affaan-m

    Kotlin Coroutines and Flow patterns for Android and KMP — structured concurrency, Flow operators, StateFlow, error handling, and testing. Use when writing coroutines or Flow code on Android or KMP, or debugging cancellation and concurrency.
    226k repo stars
86. ▌
    Kotlin Exposed Patterns · affaan-m

    JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern. Use when working with the Exposed ORM — DSL or DAO queries, transactions, pooling, or migrations.
    226k repo stars
87. ▌
    Network Bgp Diagnostics · affaan-m

    Diagnostics-only BGP troubleshooting patterns for neighbor state, route exchange, prefix policy, AS path inspection, and safe evidence collection. Use when a BGP neighbor is down, routes are missing, or prefix policy and AS path need inspection.
    226k repo stars
88. ▌
    Remotion Video Creation · affaan-m bundle

    Best practices for Remotion - Video creation in React. 29 domain-specific rules covering 3D, animations, audio, captions, charts, transitions, and more. Use when building video in React with Remotion — animations, audio, captions, charts, or transitions.
    226k repo stars
89. ▌
    Swift Actor Persistence · affaan-m

    Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design. Use when persisting data in Swift and a data race or thread-safety problem needs designing out.
    226k repo stars
90. ▌
    Agent Architecture Audit · affaan-m

    Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature. Use when an agent or LLM feature misbehaves and the failing layer is unknown, or before shipping an agent stack.
    226k repo stars
91. ▌
    Autonomous Agent Harness · affaan-m

    Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.
    226k repo stars
92. ▌
    Customs Trade Compliance · affaan-m

    Codified expertise for customs documentation, tariff classification, duty optimization, restricted party screening, and regulatory compliance across multiple jurisdictions. Informed by trade compliance specialists with 15+ years experience. Includes HS classification logic, Incoterms application, FTA utilization, and penalty mitigation. Use when handling customs clearance, tariff classification, trade compliance, import/export documentation, or duty optimization.
    226k repo stars
93. ▌
    Flutter Dart Code Review · affaan-m

    Library-agnostic Flutter/Dart code review checklist covering widget best practices, state management patterns (BLoC, Riverpod, Provider, GetX, MobX, Signals), Dart idioms, performance, accessibility, security, and clean architecture. Use when reviewing Flutter or Dart code, whatever state management library the project uses.
    226k repo stars
94. ▌
    Healthcare Cdss Patterns · affaan-m

    Clinical Decision Support System (CDSS) development patterns. Drug interaction checking, dose validation, clinical scoring (NEWS2, qSOFA), alert severity classification, and integration into EMR workflows. Use when building clinical decision support — drug interaction checks, dose validation, clinical scoring, or alert severity.
    226k repo stars
95. ▌
    Latency Critical Systems · affaan-m

    Use for latency-sensitive systems such as realtime dashboards, market data, streaming agents, execution gateways, queues, caches, or HFT-like infrastructure where freshness and p95 latency matter. Use when p95 latency or data freshness matters — realtime dashboards, market data, streaming agents, queues, or caches.
    226k repo stars
96. ▌
    Network Interface Health · affaan-m

    Diagnose interface errors, drops, CRCs, duplex mismatches, flapping, speed negotiation issues, and counter trends on routers, switches, and Linux hosts. Use when an interface shows errors, drops, CRCs, flapping, or a duplex or speed mismatch.
    226k repo stars
97. ▌
    Team Agent Orchestration · affaan-m

    Run team-based orchestration for agent squads using work items, ownership, agent Kanban, merge gates, and control pane handoffs. Use when coordinating an agent squad with work items, ownership, Kanban, and merge gates.
    226k repo stars
98. ▌
    Healthcare Phi Compliance · affaan-m

    Protected Health Information (PHI) and Personally Identifiable Information (PII) compliance patterns for healthcare applications. Covers data classification, access control, audit trails, encryption, and common leak vectors. Use when code touches PHI or PII in a healthcare system, or when auditing access control, audit trails, or leak vectors.
    226k repo stars
99. ▌
    Homelab Vlan Segmentation · affaan-m

    Segmenting home networks into VLANs for IoT, guest, trusted, and server traffic using UniFi, pfSense/OPNsense, and MikroTik — including switch trunk config, firewall rules, and wireless SSID mapping. Use when splitting a home network into IoT, guest, trusted, and server VLANs on UniFi, pfSense/OPNsense, or MikroTik.
    226k repo stars
100. ▌
     Inventory Demand Planning · affaan-m

     Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation frameworks. Use when forecasting demand, setting safety stock, planning replenishment, managing promotions, or optimizing inventory levels.
     226k repo stars