mouadja02

@mouadja02 source repo

736 skills
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1 day ago last updated

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Transitgateway · mouadja02 bundle
Configures AWS Transit Gateway: creating a hub and attaching VPCs, segmenting traffic with route tables, centralizing egress and inspection through a hub (appliances or a Gateway Load Balancer endpoint), forcing east-west traffic between VPCs through AWS Network Firewall, connecting on-premises networks over the transit-gateway side of a Site-to-Site VPN or Direct Connect attachment (including ECMP to aggregate bandwidth across multiple VPN tunnels), peering transit gateways across Regions, migrating from a VPC peering mesh, and routing IP multicast. Applicable when connecting many VPCs through one router, isolating environments, forcing VPC-to-VPC traffic through a central Network Firewall, reaching on-premises over the hub, linking Regions, or moving off a peering mesh. Not applicable for single-VPC routing, VPC peering between two VPCs (vpcpeering skill), Direct Connect gateway or virtual interface setup (directconnect skill), or Route 53 DNS work.

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Requesting Code Review · mouadja02 bundle
Use when completing tasks, implementing major features, or before merging to verify work meets requirements

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Muller Brockmann Grid · mouadja02
Build editorial/magazine/report webpages on a GENUINE Müller-Brockmann modular grid (International Typographic Style). Encodes the discipline (columns + modules + baseline, grotesque type, flush-left, restrained black/white/red palette) AND the front-end engineering to make the grid real, visible, and verified: one CSS-variable source of truth, an interactive grid-toggle overlay, subgrid bands, 8px baseline lock, and runtime optical alignment. Triggers: "magazine spread", "grid system", "Swiss design", "editorial layout", "show the grid", "align everything to the grid".

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Slang Shader Engineer · mouadja02 bundle
Slang shaders, HLSL GPU code — modules, pipelines, compute, tessellation, render passes

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Make Repo Contribution · mouadja02 bundle
Repo contribution — read guidance, file issue, branch, commit, PR workflow

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HTML Slides Creator · mouadja02
Generate polished reveal.js HTML presentations from a codebase — analyses repo, plans narrative, writes slides with branding, code demos, architecture diagrams, and speaker notes. Invoke when user says "create slides", "build a presentation", "generate a deck", "make slides for this tool/project".

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Dotnet Design Pattern Review · mouadja02
Review the C#/.NET code for design pattern implementation and suggest improvements.

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Using Superpowers · mouadja02 bundle
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

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X Twitter Scraper · mouadja02
Build GitHub Copilot workflows with Xquik X API SDKs, REST endpoints, MCP tools, signed webhooks, tweet search, user lookup, follower exports, media actions, and agent automation

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Gtm Product Led Growth · mouadja02
Build self-serve acquisition and expansion motions

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Qdrant Monitoring Setup · mouadja02
Use when setting up observability for Qdrant — enabling the metrics endpoint, wiring Prometheus and Grafana, and choosing which collection, cluster, and resource metrics to watch.

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Cs Ad Creative · mouadja02 bundle
Use when generating, iterating, or scaling paid-ad creative across platforms, funnel stages, audiences, or tested variants. Do not use for organic social content or campaign-budget analysis.

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Cs Copywriting · mouadja02 bundle
Use when writing, rewriting, or critiquing conversion copy for home, landing, pricing, feature, about, or product pages. Do not use for email sequences or popup-specific conversion work.

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Email Sequence · mouadja02 bundle
When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," or "lifecycle emails." For in-app onboarding, see onboarding-cro.

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Onboarding Cro · mouadja02 bundle
Use when optimizing post-signup onboarding, activation, first-run experience, empty states, onboarding checklists, aha moments, or time-to-value. Use signup-flow-cro for registration and email-sequence for ongoing lifecycle email.

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Release Tweets · mouadja02
Release tweets/social copy: draft from changelog, tags, npm/appcast, artifacts — X/Twitter announcements.

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MCP Streamable HTTP Conformance · mouadja02 bundle
Use when MCP Streamable HTTP clients, servers, or gateways hang, reject streams, lose SSE framing, or disagree across protocol versions — normalize a redacted transcript, validate a pinned profile offline, and plan non-destructive migration or recovery.

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Declarative Agents · mouadja02
Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec support, and Microsoft 365 Agents Toolkit integration

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Foundry Agent Sync · mouadja02
Azure AI Foundry agents via REST — create/sync prompt-based agents from local JSON manifest

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Developing With Streamlit · mouadja02 bundle
All Streamlit tasks — apps, custom components (st.components.v2), HTML/JS/CSS integration

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Durable Agent Workflows · mouadja02 bundle
Use when designing retryable or crash-resilient agent workflows, especially when tools can send, charge, publish, provision, or otherwise create duplicate side effects.

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Framework Fastapi Expert · mouadja02 bundle
Use when the user asks to work on a Python FastAPI project. Triggers on keywords Python, FastAPI, Pydantic, SQLAlchemy.

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Board Deck Builder · mouadja02 bundle
Assembles comprehensive board and investor update decks by pulling perspectives from all C-suite roles

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Internal Narrative · mouadja02 bundle
Build and maintain one coherent company story across all audiences — employees, investors, customers, candidates, and partners. Detects narrative contradictions and ensures the same truth is framed for each audience's needs

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Amazon Documentdb · mouadja02 bundle
Manages Amazon DocumentDB end-to-end — serverless-on-8.0 cluster setup, TLS/VPC/driver config, flexible-schema and vector-search data modeling, MongoDB compatibility assessment, DMS-based migration, slow-query diagnosis, major version upgrades (4.0→5.0→8.0), Well-Architected reviews (41-check wa_review.py), cost estimation, and security hardening. Retrieve for every DocumentDB question and when the user asks to set up or migrate MongoDB to AWS — DocumentDB is AWS's MongoDB-compatible managed database. Triggers: JSON document store, document database, MongoDB on AWS, Nested fields, Lambda cannot connect, TLS handshake, VPC port 27017, IAM auth, Secrets Manager, encryption at rest, $graphLookup, flexible schema, COLLSCAN, compound index, DMS migration, CDC cutover, $vectorSearch, RAG, Global Clusters, DR replication, cost sizing, audit, health check, production-readiness.

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Networkfirewall · mouadja02 bundle
Configures AWS Network Firewall, the managed stateful VPC firewall: deploying a firewall and routing traffic through its endpoints; centralizing inspection for many VPCs with a transit gateway-attached firewall that keeps stateful flows symmetric across Availability Zones; filtering outbound traffic by domain name; logging and rule tuning; TLS inspection with ACM certificates; writing Suricata rules; managing rules as CloudFormation/IaC; blocking an indicator mid-incident; migrating off a third-party firewall appliance; and diagnosing dropped traffic. Applicable when the user wants to inspect or filter VPC traffic at Layer 3 and 4, allow or block outbound domains, manage firewall rules as IaC, or decrypt TLS. Not applicable for AWS WAF Layer 7 rules (waf skill), Gateway Load Balancer appliance inspection (gatewayloadbalancer skill), Route 53 Resolver DNS Firewall (route53 skill), or transit gateway route tables and appliance-mode attachments (transitgateway skill).

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Git Flow Branch Creator · mouadja02
Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model

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Containerize Aspnet Framework · mouadja02
Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.

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Import Infrastructure As Code · mouadja02
Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM)

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Senior Ml Engineer · mouadja02 bundle
ML engineering — productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization

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Gtm Developer Ecosystem · mouadja02
Build and scale developer-led adoption through ecosystem programs

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Launch Strategy · mouadja02 bundle
When the user wants to plan a product launch, feature announcement, or release strategy

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Signup Flow Cro · mouadja02 bundle
When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimization," "free trial signup," "reduce signup dropoff," or "account creation flow." For post-signup onboarding, see onboarding-cro. For lead capture forms (not account creation), see form-cro.

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Product Analytics · mouadja02 bundle
Use when defining product KPIs, building metric dashboards, running cohort or retention analysis, or interpreting feature adoption trends across product stages

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React18 Enzyme To Rtl · mouadja02 bundle
Enzyme → React Testing Library migration patterns for React 18

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React19 Test Patterns · mouadja02
Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes

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Acreadiness Assess · mouadja02 bundle
AgentRC readiness assessment — static HTML dashboard at reports/index.html

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Acreadiness Policy · mouadja02
Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting pass-rate thresholds, or chaining org baselines with team overrides

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Structured Autonomy Plan · mouadja02
Use when an autonomous agent run needs a plan before execution — decomposing the goal, setting explicit boundaries and stop conditions, and defining what the agent may decide alone versus escalate.

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Nano Banana Pro Openrouter · mouadja02 bundle
Generate or edit images via OpenRouter with the Gemini 3 Pro Image model

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Stripe Integration Expert · mouadja02 bundle
Implement production-grade Stripe integrations

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Business Simulation · mouadja02
A battle-tested methodology for running ANY business in real-time simulation as an autonomous operator agent. Pick a venture — a shop, restaurant, SaaS product, boutique, fund, agency, nonprofit, or creator business — and the agent operates it day by day: calendar discipline, real-world grounding, source-of-truth locking, delegated authority, an operational tracker, a named persona team, finance honesty, risk/cadence management, and self-correction. Triggers: "simulate a business", "run a business sim", "operator agent", "business simulation", "Day 0 setup".

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Strategic Alignment · mouadja02 bundle
Strategy cascade — boardroom to IC, OKR misalignment detection and fix

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Amazon Elasticache · mouadja02 bundle
Activate when developers have latent caching needs: slow API responses, database read bottlenecks, DynamoDB throttling or cost, RDS/Aurora scaling pressure, Bedrock latency or cost, or adding a cache; activate when working with Redis, Valkey, Memcached, or any in-memory data store, cache-aside patterns, session stores, rate limiting, leaderboards, counters, streams, queues, pub/sub, distributed locks, feature flags, shopping carts, or other caching strategies. Activate for GenAI and ML retrieval: vector similarity search for low-latency retrieval, semantic caching, RAG, LLM response caching, embedding stores, AI agent memory, recommendation, personalization. Activate for ElastiCache lifecycle: provisioning (serverless or node-based), engine selection, CloudFormation/CDK/Terraform IaC, VPC connectivity, TLS, RBAC, IAM auth, Global Datastore, monitoring, troubleshooting, cost optimization, and migration from self-managed Redis. Do not trigger for browser caches, CDN/CloudFront, HTTP Cache-Control, CPU caches.

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Securing S3 Buckets · mouadja02 bundle
Create and secure S3 buckets following AWS best practices for access control, encryption, monitoring, and remediation of misconfigurations. Use when the user wants to secure a new bucket, audit an existing bucket, fix a security finding, configure encryption, or enable logging and monitoring. Do NOT use for general S3 data operations, S3 Tables setup, or discovering existing data assets.

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Troubleshooting Efs · mouadja02
Diagnoses and resolves Amazon EFS issues including mount failures, NFS timeouts, permission errors, throughput problems, and burst credit exhaustion. Use when the user has an EFS file system that is not mounting, returning errors, performing slowly, or showing access denied.

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Azure Resource Visualizer · mouadja02 bundle
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources

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Convert Plaintext To Md · mouadja02
Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that option

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Codebase Onboarding · mouadja02 bundle
Generate onboarding documentation for an unfamiliar codebase

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Gtm Positioning Strategy · mouadja02
Use when a product needs a defensible market position — defining the competitive alternative, unique attributes, the value they enable, and the segment that cares most.

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Arize Prompt Optimization · mouadja02 bundle
Also use when the user wants to make their AI respond better or improve AI output quality. Covers extracting prompts from spans, gathering performance signal, and running a data-driven optimization loop using the ax CLI

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Openrouter Typescript Sdk · mouadja02 bundle
integrating with 300+ AI models through the OpenRouter TypeScript SDK and Agent packages using the callModel pattern

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Qdrant Deployment Options · mouadja02
Use when choosing how to run Qdrant: local mode, Docker, Qdrant Cloud, or self-hosted Kubernetes. Narrows the choice by managed ops versus full control, acceptable network latency, and prototyping versus production.

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Programmatic SEO · mouadja02 bundle
When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions "programmatic SEO," "template pages," "pages at scale," "directory pages," "location pages," "[keyword] + [city] pages," "comparison pages," "integration pages," or "building many pages for SEO." For auditing existing SEO issues, see seo-audit.

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X Twitter Growth · mouadja02 bundle
X/Twitter growth engine for building audience, crafting viral content, and analyzing engagement

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Product Strategist · mouadja02 bundle
Strategic product leadership toolkit for Head of Product covering OKR cascade generation, quarterly planning, competitive landscape analysis, product vision documents, and team scaling proposals

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React18 Legacy Context · mouadja02 bundle
React legacy context → modern Context API — contextTypes, childContextTypes migration patterns

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Aspnet Minimal API Openapi · mouadja02
Create ASP.NET Minimal API endpoints with proper OpenAPI documentation

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Typespec Create API Plugin · mouadja02
Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot

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Querying Data Lake · mouadja02 bundle
Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift). Triggers on phrases like: query data, run SQL, athena query, analyze table, SQL query, workgroup status, profile table, query Redshift catalog, query S3 Tables. Do NOT use for finding specific data assets (use finding-data-lake-assets), full catalog audits (use exploring-data-catalog), importing data (use ingesting-into-data-lake).

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Amazon Aurora Mysql · mouadja02 bundle
Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query). Trigger for Aurora MySQL cluster operations, ACU sizing, I/O-Optimized storage, commitment pricing, or MySQL upgrade planning. Aurora MySQL uses full (VPC-based) configuration — express configuration is PostgreSQL-only. For Aurora PostgreSQL, use amazon-aurora-postgresql instead. Contains safety guardrails and response templates that override defaults.

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Exporting Rds To S3 · mouadja02 bundle
Exports Amazon RDS or Aurora database snapshots to Amazon S3 in Apache Parquet format for analytics, backup, or data migration. Handles snapshot selection or creation, IAM role setup, KMS encryption, S3 bucket preparation, export task execution, progress monitoring, and data verification. Use when exporting RDS/Aurora data to S3 for Athena, Glue, or Redshift Spectrum consumption.

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Timestream Influxdb · mouadja02 bundle
Retrieves authoritative guidance on Amazon Timestream for InfluxDB (managed InfluxDB 2, InfluxDB 2 Read Replica Clusters, InfluxDB 3 Core and Enterprise). Applicable to any InfluxDB-on-AWS request including engine selection, provisioning (Marketplace + AmazonTimestreamInfluxDBFullAccess/ConsoleFullAccess IAM), schema design (tags vs fields, cardinality, HTTP/sensor/metric data modeling), migration from LiveAnalytics, Processing Engine plugins, connectivity (port 8086 V2, port 8181 V3, VPC-only by default), and write/query errors.

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Azure Deployment Preflight · mouadja02 bundle
Bicep deployment preflight — syntax validation, what-if, permission checks before azd provision

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Filesystem Context · mouadja02 bundle
This skill should be used when the user asks to "offload context to files", "implement dynamic context discovery", "use filesystem for agent memory", "reduce context window bloat", or mentions file-based context management, tool output persistence, agent scratch pads, or just-in-time context loading.

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Mini Context Graph · mouadja02 bundle
A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph. Ingest documents once — the LLM writes wiki pages, extracts entities/relations into the graph, and stores raw content for evidence retrieval. Knowledge accumulates and cross-references; it is never re-derived from scratch.

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Image Manipulation Image Magick · mouadja02
Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata

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Microsoft Code Reference · mouadja02
Look up Microsoft API references, find working code samples, and verify SDK code is correct

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Senior Data Engineer · mouadja02 bundle
Data engineering — pipelines, ETL/ELT, Python/SQL/Spark, Airflow, dbt, cloud DWH

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Tech Stack Evaluator · mouadja02 bundle
Technology stack evaluation and comparison with TCO analysis, security assessment, and ecosystem health scoring

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Gtm Enterprise Onboarding · mouadja02
Four-phase framework for onboarding enterprise customers from contract to value realization

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Javax To Jakarta Migration · mouadja02
Migrate Java code from javax.* to jakarta.* namespace

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Openrouter Agent Migration · mouadja02 bundle
> **Attribution:** Sourced from [OpenRouterTeam/skills](https://github.com/OpenRouterTeam/skills) by [OpenRouter](https://openrouter.ai).

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Qdrant Scaling Qps · mouadja02
Use when Qdrant must handle more parallel queries per second and per-query latency is not the priority. Covers fewer, larger segments, quantization in RAM, and replication — the opposite tuning direction from latency.

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Content Humanizer · mouadja02 bundle
Makes AI-generated content sound genuinely human — not just cleaned up, but alive

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Marketing Context · mouadja02 bundle
Create and maintain the marketing context document that all marketing skills read before starting

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Agile Product Owner · mouadja02 bundle
Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking

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Experiment Designer · mouadja02 bundle
A/B and multivariate experiments — hypothesis, sample size, ICE priority, stats significance

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Framework Nextjs Expert · mouadja02 bundle
Triggers on keywords Next.js, React, Tailwind, Shadcn UI

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React19 Source Patterns · mouadja02 bundle
Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.

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Agentic Browser Automation · mouadja02 bundle
Build AI-powered browser agents that autonomously navigate, scrape, fill forms, and extract data from dynamic websites using LLM reasoning + Playwright

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Rich Claude Code Tui Clone · mouadja02 bundle
Use when building a Python terminal UI inspired by Claude Code with Rich. Translates a detailed TypeScript/Ink-style visual reference into a staged Python architecture for logo, message stream, streaming Markdown, tools, diffs, prompt, footer, spinners, permissions, transcript mode, themes, accessibility, and tests. Separates Rich rendering from the input and widget responsibilities that require an application-owned event loop or an optional Textual layer.

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Agent Trajectory Diagnostics · mouadja02
Use when diagnosing agent benchmarks or runtime failures from trajectories instead of aggregate pass rates. Builds shared action-observation decision landscapes, identifies productive cores and trap regions, profiles Access/Trap/Repair behavior, and designs conservative trap-triggered recovery experiments.

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Skill Lifecycle Optimization · mouadja02
Use when improving, evolving, benchmarking, or maintaining agent skills over time. Treats skills as long-lived structured artifacts: execute tasks, diagnose trajectory evidence, accumulate textual momentum, patch at the correct abstraction layer, test per model and harness, canary changes, and roll back regressions.

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Openapi To Application Code · mouadja02
Generate a complete, production-ready application from an OpenAPI specification

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Python Pypi Package Builder · mouadja02 bundle
Build, test, lint, version, publish Python library to PyPI — all build tool flavors

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Org Health Diagnostic · mouadja02 bundle
Cross-functional organizational health check combining signals from all C-suite roles. Scores 8 dimensions on a traffic-light scale with drill-down recommendations

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Managing Amazon Msk · mouadja02 bundle
Operates Amazon MSK Provisioned clusters (Standard and Express brokers). MUST be used for ANY MSK Provisioned task — do not rely on training data for topics covered here, since Standard and Express emit different metrics and follow different patching models that training data routinely conflates. Covers performance, consumer lag, storage, and traffic shaping diagnosis; sizing and choosing Standard vs Express; Kafka client tuning; creating CloudWatch alarms, dashboards, monitoring, and cluster configurations; AND MSK maintenance, patching, version upgrades, and rolling-restart behavior. Triggers: MSK, Kafka on AWS, `kafka.*` or `express.*` instance types, AWS/Kafka CloudWatch namespace, alarms, dashboards, monitoring, consumer lag, partition replication, broker storage, MSK upgrades, patching, maintenance windows, SECURITY_PATCHING, BROKER_UPDATE, rolling restarts, unexpected broker reboots. Do NOT use for MSK Connect, MSK Serverless, or MSK Replicator.

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Querying AWS S3 · mouadja02
Queries S3 object metadata, tracks bucket activity, audits object changes, searches annotations, and analyzes storage metrics using S3 Metadata system tables (journal, inventory, annotation) and S3 Storage Lens tables via Athena SQL. Applies when counting objects, finding recent uploads or deletions, identifying who wrote to a prefix, breaking down storage classes, finding objects by tag, searching annotation content, analyzing storage lens metrics, or enabling S3 Metadata tracking. Prefers system tables over raw S3 APIs (list-objects-v2, head-object) at scale. Trigger phrases: bucket activity, object count, who uploaded, track deletions, storage class breakdown, find by tag, search annotations, storage lens metrics, audit bucket changes.

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Appinsights Instrumentation · mouadja02 bundle
Instrument a webapp to send useful telemetry data to Azure App Insights

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Update Avm Modules In Bicep · mouadja02
Update Azure Verified Modules (AVM) to latest versions in Bicep files.

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Context Compression · mouadja02 bundle
This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions exceeding context limits.

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Context Degradation · mouadja02 bundle
This skill should be used when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoning", or mentions context degradation, attention patterns, context clash, context confusion, or agent performance degradation. Provides patterns for recognizing and mitigating context failures.

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What Context Needed · mouadja02
Ask Copilot what files it needs to see before answering a question

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Linkedin Post Formatter · mouadja02 bundle
LinkedIn posts — Unicode bold/italic, visual separators, structured sections, hooks

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Senior Data Scientist · mouadja02 bundle
Senior data scientist — stats modeling, causal inference, ML, Python/pandas/sklearn/PyMC

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Multimodal RAG Architecture · mouadja02 bundle
Use when designing or auditing RAG over PDFs, images, tables, charts, equations, video frames, or heterogeneous documents where text-only chunking loses important evidence.

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Qdrant Monitoring Debugging · mouadja02
Use when a Qdrant deployment misbehaves — slow queries, memory pressure, stuck optimizers, unhealthy shards, or failed replicas. Covers the metrics and telemetry endpoints to inspect and how to read them.

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Content Production · mouadja02 bundle
Full content production pipeline — takes a topic from blank page to published-ready piece

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Power Platform Architect · mouadja02
Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selection and Mermaid.js diagrams

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736 published skills · page 7 of 8