Affaan Mustafa
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- ▌ Strategic Compact 8 · affaan-mSuggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.
- ▌ Token Budget Advisor 4 · affaan-m回答する前に、どれだけの回答深度を消費するかについてユーザーに情報に基づいた選択を提供する。ユーザーが回答の長さ、深さ、またはトークンバジェットを明示的に制御したい場合にこのスキルを使用する。トリガー条件:"token budget", "token count", "token usage", "token limit", "response length", "answer depth", "short version", "brief answer", "detailed answer", "exhaustive answer", "respuesta corta vs larga", "cuántos tokens", "ahorrar tokens", "responde al 50%", "dame la versión corta", "quiero controlar cuánto usas"、またはユーザーが回答のサイズや深さの制御を明示的に求めるその他の明確なバリエーション。トリガーしない条件:ユーザーが現在のセッションでレベルを指定済み(そのレベルを維持)、リクエストが明らかに一言の回答、または「token」が認証/セッション/支払いトークンを指している。
- ▌ Project Guidelines Example 4 · affaan-mProject-specific skill template covering architecture, patterns, testing, and deployment guidance.
- ▌ Eval Harness 8 · affaan-mFormal evaluation framework for Claude Code sessions implementing eval-driven development (EDD) principles. Use when a Claude Code workflow needs a formal eval before it is trusted or changed.
- ▌ Tasteforge Video 2 · affaan-mUse 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.
- ▌ Unified Memory 4 · affaan-m bundleShare 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.
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- ▌ Django Verification 5 · affaan-mVerification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
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- ▌ Taste 2 · affaan-m bundleA creative-direction (taste) layer for music videos and short-form edits in the angelcore / cloud-trance / hyperpop visual family. Distills a named-genre aesthetic vocabulary, a mood + color + light system, and a beat-synced editing grammar, then chains ECC's video skills (video-editing, fal-ai-media, remotion-video-creation, motion-*, content-engine) into one production pipeline. Use when the work is not just making a video function but making it feel intentional, when building a music video, a fancam/edit, a moodboard-driven reel, or when choosing a coherent visual direction for AI-generated b-roll.
- ▌ Github Ops 5 · affaan-m bundleGitHub repository operations, automation, and management. Issue triage, PR management, CI/CD operations, release management, and security monitoring using the gh CLI. Use when the user wants to manage GitHub issues, PRs, CI status, releases, contributors, stale items, or any GitHub operational task beyond simple git commands.
- ▌ Plan Canvas 3 · affaan-mOpen 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.
- ▌ Fal AI Media 7 · affaan-mUnified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.
- ▌ Frontend A11Y 2 · affaan-mAccessibility patterns for React and Next.js — semantic HTML, ARIA attributes, form labeling, keyboard navigation, focus management, and screen reader support. Use when building any interactive UI component or form.
- ▌ Video Editing 5 · affaan-m bundleAI-assisted video editing workflows for cutting, structuring, and augmenting real footage. Covers the full pipeline from raw capture through FFmpeg, Remotion, ElevenLabs, fal.ai, and final polish in Descript or CapCut. Use when the user wants to edit video, cut footage, create vlogs, or build video content.
- ▌ Rails Patterns · affaan-mRuby on Rails framework patterns for Rails 7.1+ and 8.x apps. Covers the directory contract, skinny controllers with service objects, form objects, query objects, idiomatic ActiveRecord, background jobs, ViewComponent, Hotwire, and the Rails 8 Solid stack. Use when building or reviewing Rails apps, controllers, models, services, jobs, or views.
- ▌ Unified Memory 3 · affaan-mShare 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.
- ▌ Taste Application · affaan-m bundleGenerate new video against a distilled style pack and cut it into a finished piece - plan takes from the reference's cut rhythm, generate on fal, grade with the pack's measured LUT, cut at the measured cadence, weave in existing footage, composite overlay plates, mint 3D props, and verify the result numerically. Use when the user wants to make a video in a captured style, supplement existing footage, or assemble generated clips into a real edit.
- ▌ Taste Distillation · affaan-m bundleMeasure a set of reference videos into a reusable style pack - colour grade as a 3D LUT, cut rhythm as a shot-length distribution, hero stills, screen-blend overlay plates, and a text spec for a generative model. Use when the user wants to capture the look of reference footage, build a repeatable look, mint assets from references, or reproduce someone's grade and pacing.
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- ▌ Github Ops 7 · affaan-mGitHub 仓库操作、自动化与管理。使用 gh CLI 进行问题分类、PR 管理、CI/CD 操作、发布管理和安全监控。当用户想要管理 GitHub 问题、PR、CI 状态、发布、贡献者、过期项目或任何超出简单 git 命令的 GitHub 操作任务时使用。
- ▌ Benchmark Methodology 3 · affaan-mUse after competitive-platform-analysis has produced a tiered competitor set. Scores each competitor across nine weighted dimensions (positioning, voice, visual craft, offer packaging, evidence, enterprise-readiness, thought leadership, pricing, client's strategic tension) with explicit 1 to 5 rubrics and a tension-plot. Precedes competitive-report-structure.
- ▌ Esign Field Placement · affaan-m bundleDeterministic method for placing signature, date, and text fields in a web e-signature composer through a browser automation session, using a fixed signature page, numeric Location panel coordinates instead of drag, and a save-as-draft default. Use when automating envelope preparation for generated agreements and you need repeatable field positions, correct per-recipient ownership, and a hard gate before anything is sent or signed.
- ▌ Operator Approval Loop · affaan-m bundleOperator approval contract with internal filing notices for agent-drafted outbound messages, hashed drafts, epoch-keyed decisions, durable delivery claims and receipts, and a pre-draft baseline gate. Use when an agent drafts messages to external counterparties and a human operator must approve, reject, or steer each send before it leaves.
- ▌ Master Agreement Generator · affaan-m bundleGenerate review drafts of counterparty master agreements from one template plus a JSON spec, with role-selected clauses and a Schedule A workflow limited to the executed agreement's notice authority. Use when you need reproducible drafting and separately reviewed execution preparation.
- ▌ Counterparty Channel Discipline · affaan-m bundlePer-channel strict prompts, mention gating, silent observation, and a communication autonomy policy for agents that sit in shared channels with external counterparties. Use when an agent joins group chats, shared channels, or DMs where outsiders can read every message and you need it to speak only when addressed, never leak internal context, and route risky content to draft-only approval.
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- ▌ Github Ops 3 · affaan-m bundleGitHub repository operations, automation, and management. Issue triage, PR management, CI/CD operations, release management, and security monitoring using the gh CLI. Use when the user wants to manage GitHub issues, PRs, CI status, releases, contributors, stale items, or any GitHub operational task beyond simple git commands.
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- ▌ Unified Memory 2 · affaan-m bundleShare 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.
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- ▌ Backend Patterns 8 · affaan-mNode.js, Express, Next.js API 라우트를 위한 백엔드 아키텍처 패턴, API 설계, 데이터베이스 최적화 및 서버 사이드 모범 사례.
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- ▌ Nodejs Keccak256 4 · affaan-m防止 JavaScript 和 TypeScript 中的以太坊哈希错误。Node 的 sha3-256 是 NIST SHA3,而非以太坊 Keccak-256,会静默破坏选择器、签名、存储槽和地址推导。
- ▌ Project Flow Ops 4 · affaan-m通过分类问题和拉取请求、关联活跃工作、保持GitHub对外可见而Linear作为内部执行层,来协调GitHub和Linear之间的执行流程。当用户需要待办事项控制、PR分类或GitHub与Linear协调时使用。
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- ▌ Backend Patterns 10 · affaan-mBackend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
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- ▌ Frontend Patterns 10 · affaan-mFrontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
- ▌ Benchmark Methodology 2 · affaan-m bundleUse after competitive-platform-analysis has produced a tiered competitor set. Scores each competitor across nine weighted dimensions (positioning, voice, visual craft, offer packaging, evidence, enterprise-readiness, thought leadership, pricing, client's strategic tension) with explicit 1–5 rubrics and a tension-plot. Precedes competitive-report-structure.
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- ▌ Product Capability 4 · affaan-m将PRD意图、路线图需求或产品讨论转化为可实施的方案计划,在开始多服务工作之前暴露约束、不变性、接口和未解决的决策。当用户需要ECC原生的PRD到SRS通道,而不是模糊的规划文本时使用。
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- ▌ Finance Billing Ops 4 · affaan-m面向ECC的以证据为先的收入、定价、退款、团队计费和计费模型真相工作流。当用户需要销售快照、定价比较、重复收费诊断或基于代码的计费现实而非通用支付建议时使用。
- ▌ Social Graph Ranker 4 · affaan-m加权社交图谱排名,用于在X和LinkedIn上发现温暖介绍、桥梁评分和网络差距分析。当用户想要可重用的图谱排名引擎本身,而不是其上层更广泛的推广或网络维护工作流时使用。
- ▌ Kotlin Ktor Patterns 2 · affaan-mKtor サーバーパターン(ルーティング DSL、プラグイン、認証、Koin DI、kotlinx.serialization、WebSocket、testApplication テストを含む)。
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- ▌ Openclaw Persona Forge 2 · affaan-m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。
- ▌ Kotlin Exposed Patterns 2 · affaan-mJetBrains Exposed ORM パターン(DSL クエリ、DAO パターン、トランザクション、HikariCP 接続プーリング、Flyway マイグレーション、リポジトリパターンを含む)。
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- ▌ Healthcare Cdss Patterns 4 · affaan-m临床决策支持系统(CDSS)开发模式。药物相互作用检查、剂量验证、临床评分(NEWS2、qSOFA)、警报严重性分类以及集成到电子病历工作流程中。
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- ▌ X API 4 · affaan-mX/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
- ▌ Email Ops 3 · affaan-mEvidence-first mailbox triage, drafting, send verification, and sent-mail-safe follow-up workflow for ECC. Use when the user wants to organize email, draft or send through the real mail surface, or prove what landed in Sent.
- ▌ Gateguard 3 · affaan-mFact-forcing gate that blocks Edit/Write/Bash (including MultiEdit) and demands concrete investigation (importers, data schemas, user instruction) before allowing the action. Measurably improves output quality by +2.25 points vs ungated agents.
- ▌ Exa Search 4 · affaan-mNeural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
- ▌ Ecc Recipes 2 · affaan-mMap a described workflow to the right ECC command-GROUP with run-order and stop condition, and browse all command-group recipe families. Adds a family-grouping + run-order + when-to-stop layer on top of the flat command catalog. Advisory only. TRIGGER when the user says which commands for X, what command group runs X, show ECC recipes, list ECC pipelines, or how do I run a workflow with ECC. DO NOT TRIGGER when the user wants the task executed directly, wants a single-command deep doc (use ecc-guide), or wants a draft prompt rewritten (use prompt-optimizer).
- ▌ X API 5 · affaan-m bundleX/Twitter API integration for posting tweets, threads, reading timelines, search, and analytics. Covers OAuth auth patterns, rate limits, and platform-native content posting. Use when the user wants to interact with X programmatically.
- ▌ X API 6 · affaan-mX/Twitter API集成,用于发布推文、线程、读取时间线、搜索和分析。涵盖OAuth认证模式、速率限制和平台原生内容发布。当用户希望以编程方式与X交互时使用。
- ▌ Social Publisher 2 · affaan-mAgent-driven scheduling and publishing of social media posts across 13 platforms via SocialClaw. Use when the user wants to publish to X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, or Pinterest — or when managing campaigns, uploading media, or monitoring post delivery status.
- ▌ Lead Intelligence 3 · affaan-m bundleAI-native lead intelligence and outreach pipeline. Replaces Apollo, Clay, and ZoomInfo with agent-powered signal scoring, mutual ranking, warm path discovery, source-derived voice modeling, and channel-specific outreach across email, LinkedIn, and X. Use when the user wants to find, qualify, and reach high-value contacts.
- ▌ UI Demo 3 · affaan-mPlaywrightを使用して美しいUIデモ動画を録画する。ユーザーがWebアプリのデモ、ウォークスルー、スクリーン録画、またはチュートリアル動画の作成を求める場合に使用する。可視カーソル、自然なリズム、プロフェッショナルな仕上がりのWebM動画を生成する。
- ▌ UI Demo 4 · affaan-m使用 Playwright 录制精美的 UI 演示视频。当用户要求创建 Web 应用的演示、导览、屏幕录制或教程视频时使用。生成带有可见光标、自然节奏和专业感的 WebM 视频。
- ▌ Brand Voice 4 · affaan-m bundleBuild a source-derived writing style profile from real posts, essays, launch notes, docs, or site copy, then reuse that profile across content, outreach, and social workflows. Use when the user wants voice consistency without generic AI writing tropes.
- ▌ Plan Canvas 2 · affaan-m bundleOpen 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.
- ▌ E2e Testing 4 · affaan-mPlaywright E2E test kalıpları, Page Object Model, yapılandırma, CI/CD entegrasyonu, artifact yönetimi ve kararsız test stratejileri.
- ▌ Fal AI Media 4 · affaan-m bundleUnified media generation via fal.ai MCP — image, video, and audio. Covers text-to-image (Nano Banana), text/image-to-video (Seedance, Kling, Veo 3), text-to-speech (CSM-1B), and video-to-audio (ThinkSound). Use when the user wants to generate images, videos, or audio with AI.
- ▌ Mle Workflow 3 · affaan-m bundleProduction machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback. Use when building, reviewing, or hardening ML systems beyond one-off notebooks.
- ▌ Tdd Workflow 3 · affaan-m bundleUse this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
- ▌ Email Ops 4 · affaan-mECC用の証拠ベースのメールボックストリアージ、ドラフト作成、送信検証、および送信済みメールセーフフォローアップワークフロー。ユーザーがメールを整理したり、実際のメールサーフェスを通じてドラフトまたは送信したい、または送信済みメールに何が到着したかを証明したい場合に使用します。
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- ▌ Crosspost 4 · affaan-m跨X、LinkedIn、Threads和Bluesky的多平台内容分发。使用内容引擎模式根据平台适配内容。从不跨平台发布相同内容。当用户希望跨社交平台分发内容时使用。
- ▌ Brand Voice 5 · affaan-m実際のポスト、エッセイ、ローンチノート、ドキュメント、またはサイトコピーからソース派生の執筆スタイルプロファイルを構築し、コンテンツ、アウトリーチ、ソーシャルワークフロー全体でそのプロファイルを再利用します。ユーザーが一般的なAI執筆トロープなしで声の一貫性を望む場合に使用します。
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- ▌ Brand Voice 6 · affaan-m从真实的帖子、文章、发布说明、文档或网站文案中构建基于源材料的写作风格档案,然后在内容、外展和社交工作流中重复使用该档案。当用户希望保持声音一致性而不使用通用的AI写作套路时使用。
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- ▌ Manim Video 4 · affaan-m构建可复用的Manim解释器,用于技术概念、图表、系统图和产品演示,并在需要时移交给更广泛的ECC视频栈。当用户希望获得清晰的动画解释而非通用的人物讲解脚本时使用。
- ▌ Fal AI Media 5 · affaan-mfal.ai MCPによる統合メディア生成(画像、動画、音声)。テキストから画像(Nano Banana)、テキスト/画像から動画(Seedance、Kling、Veo 3)、テキストから音声(CSM-1B)、動画から音声(ThinkSound)をカバーします。ユーザーがAIで画像、動画、音声を生成したい場合に使用します。
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- ▌ Research Ops 3 · affaan-m証拠優先のECC現状調査ワークフロー。ユーザーが現在の公開証拠と提供されたローカルコンテキストに基づいて最新の事実、比較、情報の充実、または推奨事項を求める場合に使用する。
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- ▌ Fal AI Media 6 · affaan-m通过 fal.ai MCP 实现统一的媒体生成——图像、视频和音频。涵盖文本到图像(Nano Banana)、文本/图像到视频(Seedance、Kling、Veo 3)、文本到语音(CSM-1B),以及视频到音频(ThinkSound)。当用户想要使用 AI 生成图像、视频或音频时使用。
- ▌ Messages Ops 4 · affaan-m面向ECC的以证据为先的实时消息工作流。当用户想要阅读短信或私信、恢复最近的一次性验证码、在回复前检查对话线程,或证明实际检查了哪个消息来源时使用。
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