mouadja02
- 736 skills
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- 22 hours ago last updated
- ▌ Workiq Copilot · mouadja02Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recommendations
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- ▌ Memento Flashcards · mouadja02 bundleSpaced-repetition flashcard system. Create cards from facts or text, chat with flashcards using free-text answers graded by the agent, generate quizzes from YouTube transcripts, review due cards with adaptive scheduling, and export/import decks as CSV.
- ▌ Framework Vue Nuxt Expert · mouadja02 bundleTriggers on keywords Vue 3, Nuxt 3, Vue.js, TailwindCSS
- ▌ React Audit Grep Patterns · mouadja02 bundleGrep scan library for React 18.3.1 / React 19 upgrade audits
- ▌ React18 Batching Patterns · mouadja02 bundleReact 18 automatic batching regression diagnosis and fix — class component patterns
- ▌ React18 Dep Compatibility · mouadja02 bundleReact 18.3.1 and React 19 dependency compatibility matrix.
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- ▌ Auto Memory Extract · mouadja02Turn a proven pattern or debugging solution into a standalone reusable skill with SKILL.md, reference docs, and examples
- ▌ Auto Memory Promote · mouadja02Graduate a proven pattern from auto-memory (MEMORY.md) to CLAUDE.md or .claude/rules/ for permanent enforcement.
- ▌ Autoresearch Loop · mouadja02Start an autonomous experiment loop with user-selected interval (10min, 1h, daily, weekly, monthly). Uses CronCreate for scheduling
- ▌ Dms Schema Conversion · mouadja02 bundleHandles the full DMS Schema Conversion lifecycle including creating migration projects, converting database schemas to a target engine, running compatibility assessments, navigating metadata trees, exporting converted DDL to S3, applying schema changes to a target database, and converting SQL statements between database engines.
- ▌ Python Azure Iot Edge Modules · mouadja02 bundleBuild and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks
- ▌ Ace Context Evolution · mouadja02 bundleUse when long-lived agents, project memories, system prompts, or playbooks are repeatedly summarized, rewritten, or optimized and risk losing domain detail, provenance, or execution learnings.
- ▌ Adobe Illustrator Scripting · mouadja02 bundleWrite, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX)
- ▌ No Proxy Cross Runtime Conformance · mouadja02 bundleUse when HTTP clients disagree about NO_PROXY bypass behavior—measure curl and Python urllib routing with a local direct-versus-proxy sentinel before changing exclusions.
- ▌ Draw Io Diagram Generator · mouadja02 bundledraw.io XML — flowcharts, architecture, sequence, ER, UML, mxGraph shapes/styles
- ▌ Performance Review Writer · mouadja02Performance reviews, self-assessments, peer reviews — written in your own voice
- ▌ Video Transcript Downloader · mouadja02yt-dlp video downloads: video, audio, subtitles, transcripts, clips, playlists — YouTube and more.
- ▌ Gtm Partnership Architecture · mouadja02Build and scale partner ecosystems that drive revenue and platform adoption
- ▌ Arize AI Provider Integration · mouadja02 bundleArize AI integrations — list/create/update/delete for OpenAI/Anthropic/Azure/Bedrock
- ▌ Marketing Psychology · mouadja02 bundleWhen the user wants to apply psychological principles, mental models, or behavioral science to marketing
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- ▌ UX Researcher Designer · mouadja02 bundleUX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis
- ▌ First Principles Deconstruction · mouadja02Dismantles any problem down to its bedrock truths, then rebuilds solutions from scratch — ignoring industry conventions, borrowed assumptions, and "how it's always been done." Activate when the user is stuck in conventional solutions, wants to understand why something is done the way it is, or needs to design something genuinely novel.
- ▌ Javascript Typescript Jest · mouadja02Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns
- ▌ React18 Lifecycle Patterns · mouadja02 bundleReact unsafe lifecycles → safe alternatives — componentWillMount/Update/ReceiveProps
- ▌ Microsoft Skill Creator · mouadja02 bundleCreate agent skills for Microsoft technologies using Learn MCP tools
- ▌ Structured Autonomy Implement · mouadja02Use when executing a previously agreed autonomous agent plan — running the steps within declared boundaries, checkpointing progress, and escalating when a stop condition is hit.
- ▌ Auto Memory Remember · mouadja02Explicitly save important knowledge to auto-memory with timestamp and context
- ▌ Exploring Data Catalog · mouadja02 bundleFull inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs. Triggers on: inventory the catalog, audit databases, list all tables, catalog overview, data landscape, enumerate catalogs, data inventory, search the catalog. Do NOT use for finding specific data (use finding-data-lake-assets), running queries (use querying-data-lake), or creating tables (use creating-data-lake-table).
- ▌ AWS Messaging And Streaming · mouadja02Guides use of AWS messaging and streaming services. Covers Amazon SQS, Amazon SNS, Amazon EventBridge, Amazon MQ, Amazon Kinesis Data Streams, Amazon Data Firehose, Amazon Managed Service for Apache Flink, and Amazon Managed Streaming for Apache Kafka (MSK). Use when implementing messaging and streaming patterns.
- ▌ Creating Data Lake Table · mouadja02 bundleCreate managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. Sets up table bucket, namespace, table, schema, Glue catalog registration, partitioning, IAM access control. Triggers on: create table, data lake table, analytics table, structured data storage, S3 Tables, Iceberg, Athena table, partitioning strategy, access permissions. Do NOT use for: importing files (use ingesting-into-data-lake), vector storage (use storing-and-querying-vectors), querying existing tables (use querying-data-lake), or locating existing table (use finding-data-lake-assets).
- ▌ Troubleshooting S3 Files · mouadja02Diagnoses and resolves Amazon S3 Files issues including mount failures, permission errors, synchronization problems, and performance issues. Use when the user has an S3 file system that is not mounting, returning access denied, not syncing changes to S3, showing files in lost+found, or performing slower than expected.
- ▌ Gsap Framer Scroll Animation · mouadja02 bundleUse this skill whenever the user wants to build scroll animations, scroll effects, parallax, scroll-triggered reveals, pinned sections, horizontal scroll, text animations, or any motion tied to scroll position — in vanilla JS, React, or Next.js. Covers GSAP ScrollTrigger (pinning, scrubbing, snapping, timelines, horizontal scroll, ScrollSmoother, matchMedia) and Framer Motion / Motion v12 (useScroll, useTransform, useSpring, whileInView, variants). Use this skill even if the user just says "animate on scroll", "fade in as I scroll", "make it scroll like Apple", "parallax effect", "sticky section", "scroll progress bar", or "entrance animation". Also triggers for Copilot prompt patterns for GSAP or Framer Motion code generation. Pairs with the premium-frontend-ui skill for creative philosophy and design-level polish.
- ▌ Terraform Azurerm Set Diff Analyzer · mouadja02 bundleAnalyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes
- ▌ Gtm Technical Product Pricing · mouadja02Use when pricing a technical product — choosing a pricing model and metric, setting tiers and packaging, usage versus seat based pricing, and aligning price with delivered value.
- ▌ MCP OAUTH Interoperability Diagnostics · mouadja02 bundleUse when MCP OAuth clients, resources, or authorization servers disagree on discovery, exact resource URIs, scopes, PKCE, token exchange, retry, or mid-session reauthorization — classify a redacted flow offline before bounded replay.
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- ▌ Microsoft Agent Framework · mouadja02 bundleCreate, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python
- ▌ Dataverse Python Quickstart · mouadja02Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.
- ▌ Product Manager Toolkit · mouadja02 bundleproduct managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies
- ▌ React19 Concurrent Patterns · mouadja02 bundlePreserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration
- ▌ Autoresearch Resume · mouadja02Resume a paused experiment. Checkout the experiment branch, read results history, continue iterating.
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- ▌ Impediment Prioritization · mouadja02 bundleRanks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula
- ▌ Amazon Aurora Postgresql · mouadja02 bundleAmazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, express configuration, pgvector, Babelfish). Trigger for Aurora PostgreSQL cluster operations, express-configuration quick-start, ACU sizing, I/O-Optimized storage, commitment pricing, or PostgreSQL upgrade planning. For Aurora MySQL, use amazon-aurora-mysql instead. Contains safety guardrails, express-first routing, and response templates that override defaults.
- ▌ AWS Network Monitoring · mouadja02 bundleInstalls, configures, and troubleshoots Network Flow Monitor agents on EC2 instances to monitor network path health. Covers agent installation, IAM permissions, monitoring network paths, and troubleshooting agents reporting no metrics, HTTP 403 errors, or connectivity failures.
- ▌ Finishing A Development Branch · mouadja02Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
- ▌ Qdrant Performance Optimization · mouadja02Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations
- ▌ Qdrant Minimize Latency · mouadja02Use when single-query Qdrant latency is too high and throughput is not the constraint. Covers segment count matched to CPU cores, keeping quantized vectors and HNSW in RAM, and trading recall for speed via hnsw_ef.
- ▌ Diagnosis · mouadja02Use when Qdrant search results are irrelevant or incomplete and the agent must isolate embedding, HNSW, quantization, filtering, or pipeline causes.
- ▌ Marketing Strategy Pmm · mouadja02 bundleProduct marketing — positioning, GTM strategy, competitive intelligence, and product launches
- ▌ Power Apps Code App Scaffold · mouadja02Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration
- ▌ Power Bi Model Design Review · mouadja02Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities
- ▌ Expert Trace Skill Distillation · mouadja02Use when turning expert materials, execution traces, repository evidence, or long-form documents into an inspectable, correctable, and empirically verified agent skill. Covers source governance, capability-vs-behavior separation, contrastive induction from successes and failures, intervention testing, versioning, rollback, and task-conditioned vs. reusable-library evaluation.
- ▌ Finding Data Lake Assets · mouadja02 bundleResolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift. Triggers on: find the table, where is our data, which table has, locate dataset, find data for, search catalog, what tables match, Redshift table, lakehouse table, data lake table, warehouse table, reverse lookup S3 path. Do NOT use for: full catalog audits (use exploring-data-catalog), running queries (use querying-data-lake), creating tables (use creating-data-lake-table).
- ▌ Ingesting Into Data Lake · mouadja02 bundleImport data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift, Snowflake, BigQuery, DynamoDB, or existing Glue catalog tables (migration). Default target is S3 Tables; standard Iceberg on a general purpose bucket is supported where S3 Tables is not adopted. Handles one-time loads, recurring pipelines, migrations. Triggers on: import data, load data, ingest, sync database, migrate table, move data to AWS, set up pipeline, ETL, pull from Snowflake, query BigQuery into S3, export DynamoDB, CTAS, convert to Iceberg. Do NOT use for setting up or troubleshooting Glue connections (use connecting-to-data-source), creating empty tables (use creating-data-lake-table), running queries (use querying-data-lake), finding tables by fuzzy name (use finding-data-lake-assets), catalog audit (use exploring-data-catalog), or SaaS platforms like Salesforce, ServiceNow, SAP, MongoDB, Kafka.
- ▌ Kubernetes Ssa Field Ownership Triage · mouadja02 bundleUse when Kubernetes Server-Side Apply reports field-manager conflicts, controllers overwrite fields, or force-conflicts risks pruning/defaulting side effects; diagnose ownership read-only before choosing relinquish, partition, or explicit transfer.
- ▌ Oci Referrers Portability Conformance · mouadja02 bundleUse when OCI 1.1 signatures, attestations, or SBOM referrers disappear, duplicate, or drift across registries, proxies, replication, copy tools, fallback tags, or multi-platform images.
- ▌ Codebase Diagrams And Slides · mouadja02 bundleTurns any codebase into branded, presentation-ready SVG diagrams and an optional smooth animated HTML slide deck. Analyzes a repository in any language (Markdown, Python, Rust, dbt, SQL, JS/TS, Java, Go, ...), extracts its architecture / flow / story, and generates eye-friendly 16:9 diagrams plus a polished, professional presentation. Use when the user asks to visualize, diagram, document, illustrate, or present a codebase, architecture, pipeline, or project; to build slides or a deck about a repo; or to produce diagrams from code. Defaults to the company brand palette (#03045e, #0077b6, #00b4d8, #90e0ef, #caf0f8) and writes to docs/diagrams/ and docs/presentation.html.
- ▌ Investor Pitch Deck Designer · mouadja02 bundleTriggers on keywords pitch deck, VC pitch, investor presentation, fundraising deck
- ▌ Gtm Enterprise Account Planning · mouadja02Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qualification, tracking deal health, or building mutual action plans. Includes the "stale MAP equals dead deal" pattern.
- ▌ Apple Appstore Reviewer · mouadja02Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons
- ▌ Cs Social Media Manager · mouadja02 bundleUse when planning social media strategy, content calendars, platform selection, community engagement, or organic audience growth. Do not use for writing one post or analyzing supplied performance data.
- ▌ Flowstudio Power Automate MCP · mouadja02 bundleFoundation skill for Power Automate via FlowStudio MCP — auth setup, the reusable MCP helper (Python + Node.js), tool discovery via `list_skills` / `tool_search`, and oversized-response handling. Load this skill first when connecting an agent to Power Automate. For specialized workflows, load `flowstudio-power-automate-build`, `flowstudio-power-automate-debug`, `flowstudio-power-automate-monitoring` (Pro+), or `flowstudio-power-automate-governance` (Pro+) — each contains the workflow narrative, this skill provides the plumbing they all rely on. Requires a FlowStudio MCP subscription or compatible server — see https://mcp.flowstudio.app
- ▌ Framework React Native Expert · mouadja02 bundleTriggers on keywords React Native, Expo, Mobile App, iOS, Android
- ▌ Bmad Prfaq · mouadja02 bundleWorking Backwards PRFAQ challenge to forge product concepts. Use when the user requests to 'create a PRFAQ', 'work backwards', or 'run the PRFAQ challenge'.
- ▌ Amazon Opensearch Service · mouadja02 bundleAmazon OpenSearch Service and Serverless across five capabilities — migration (Solr/ES/self-managed OpenSearch into AOS/AOSS, schema/query translation, sizing, cutover); provisioning (domain + AOSS lifecycle, upgrades, storage tiers, FGAC, monitoring); search (vector / semantic / hybrid / RAG with Bedrock connectors); log-analytics (PPL, OSI ingestion, anomaly detection, OpenSearch Dashboards, Splunk/Datadog alternatives); trace-analytics (OTel spans, service maps, Data Prepper). Triggers on OpenSearch, AOS, AOSS, Elasticsearch, ELK, Solr, Lucene, vector / k-NN / semantic / hybrid / neural search, RAG, ELSER, log analytics, observability, Kibana, OSI, OCU, PPL, trace analytics, BM25, eDisMax, schema.xml, ILM, ISM, FAISS, HNSW, Migration Assistant for Amazon OpenSearch Service, Historical Data Migration, Live Traffic Migration, UltraWarm, OR1, Splunk/Datadog alternative, moving off Solr. Picks ONE capability per ask, names instance class + count + shard math, ships query DSL examples.
- ▌ Connecting To Data Source · mouadja02 bundleCreate and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. Gathers connection hints from user, discovers existing connections and RDS/Redshift candidates, registers credentials in Secrets Manager or IAM DB auth, configures VPC, and tests. Triggers on: connect to database, set up Glue connection, register data source, connect to Snowflake/BigQuery/RDS, connection timeout, test connection, troubleshoot connection. Do NOT use for moving data (use ingesting-into-data-lake), creating tables (use creating-data-lake-table), queries (use querying-data-lake), catalog exploration (use exploring-data-catalog), or SaaS (Salesforce, ServiceNow, SAP, MongoDB, Kafka).
- ▌ Dispatching Parallel Agents · mouadja02Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
- ▌ Subagent Driven Development · mouadja02 bundleUse when executing implementation plans with independent tasks in the current session
- ▌ Create Spring Boot Kotlin Project · mouadja02Use when scaffolding a new Spring Boot project in Kotlin — generating the project skeleton, Gradle build, package layout, and baseline configuration.
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- ▌ HTTP Early Hints Proxy Conformance · mouadja02 bundleUse when HTTP 103 Early Hints may be dropped, merged, reordered, or corrupted across reverse proxies—replay bounded synthetic exchanges, compare normalized hop captures, and preserve the final response.
- ▌ OAUTH Dpop Nonce Retry Conformance · mouadja02 bundleUse when OAuth DPoP clients, authorization servers, or resource servers disagree on DPoP-Nonce challenges, proactive rotation, endpoint scope, CORS exposure, concurrency, or bounded retry behavior.
- ▌ AWS Billing And Cost Management · mouadja02 bundleAnalyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up service pricing, query CUR with Athena, detect cost anomalies, scope costs to billing views, and monitor Free Tier usage. Triggers on: AWS bill, cost analysis, reduce spend, savings plan, reserved instance, right-size, budget alert, cost optimization, pricing, free tier, cost anomaly, CUR, cost audit, billing view, billing view ARN.
- ▌ Setting Up Ec2 Instance Profiles · mouadja02 bundleConfigures EC2 instances to securely call AWS services by creating and attaching IAM roles via instance profiles, eliminating hardcoded credentials. Use when an EC2 instance needs permissions to access AWS services like S3, DynamoDB, SQS, or CloudWatch through temporary credentials.
- ▌ Debugging Lambda Timeouts · mouadja02 bundleDebugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts, memory constraints, and downstream dependencies to identify root causes with actionable fixes. Use when a Lambda function is timing out or approaching its timeout limit.
- ▌ Storing And Querying Vectors · mouadja02 bundleStore and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors). Triggers on: create S3 vector bucket, vector index, store embeddings, semantic search, RAG vector storage, similarity search, vector database, migrate from other vector databases. Do NOT use for: querying tabular data (use querying-data-lake), S3 object storage, or hundreds/thousands of sustained QPS (use OpenSearch).
- ▌ Arduino Azure Iot Edge Integration · mouadja02 bundleDesign and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails
- ▌ Provenance Grounded Memory · mouadja02Use when designing or auditing long-term memory for persistent AI agents. Stores immutable source evidence before canonical facts, links beliefs to provenance, applies novelty-aware ADD/UPDATE/NOOP write gating, keeps uncertain merges explicit, separates retrieval from answer generation, supports deletion, and evaluates memory failures layer by layer.
- ▌ Http2 Origin Coalescing 421 Diagnostics · mouadja02 bundleUse when shared-IP HTTPS hosts serve the wrong application only on reused HTTP/2 connections—map DNS, SAN, SNI, :authority, listener, and backend ownership before applying 421.
- ▌ Architecture Blueprint Generator · mouadja02Project architecture blueprint — component diagrams, tech stack docs from codebase
- ▌ Comment Code Generate A Tutorial · mouadja02Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial
- ▌ Minecraft Plugin Development · mouadja02 bundleMinecraft Paper/Spigot/Bukkit plugin dev — plugin.yml, commands, events, Gradle
- ▌ Qdrant Scaling Data Volume · mouadja02Use when a Qdrant dataset outgrows a single node. Covers multi-tenant payload partitioning, sharding, vertical scaling, and sliding time windows for time-bounded data.
- ▌ Flowstudio Power Automate Build · mouadja02 bundleBuild, scaffold, and deploy Power Automate cloud flows using the FlowStudio MCP server. Your agent constructs flow definitions, wires connections, deploys, and tests — all via MCP without opening the portal. Load this skill when asked to: create a flow, build a new flow, deploy a flow definition, scaffold a Power Automate workflow, construct a flow JSON, update an existing flow's actions, patch a flow definition, add actions to a flow, wire up connections, or generate a workflow definition from scratch. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app
- ▌ Flowstudio Power Automate Debug · mouadja02 bundleDebug failing Power Automate cloud flows using the FlowStudio MCP server. The Graph API only shows top-level status codes. This skill gives your agent action-level inputs and outputs to find the actual root cause. Load this skill when asked to: debug a flow, investigate a failed run, why is this flow failing, inspect action outputs, find the root cause of a flow error, fix a broken Power Automate flow, diagnose a timeout, trace a DynamicOperationRequestFailure, check connector auth errors, read error details from a run, or troubleshoot expression failures. Requires a FlowStudio MCP subscription — see https://mcp.flowstudio.app
- ▌ Stateful Agent Security Monitoring · mouadja02Use when designing defensive monitoring for agent systems whose risks accumulate across users, sessions, subagents, files, or tool calls. Adds online cross-context clustering with rare escalation, time-to-detect evaluation, provenance checks for control-like workspace content, and sanitized commits for persistent prompt-injection defense.
- ▌ W3c Baggage Propagation Conformance · mouadja02 bundleUse when W3C Baggage members disappear across hops, repeated baggage fields are only partly read, percent encoding changes values, metadata is rewritten, or propagation limits disagree.
- ▌ Creating API Gateway Stage · mouadja02 bundleCreates an API Gateway stage with CloudWatch logging, X-Ray tracing, throttling, WAF integration, and IAM roles following AWS best practices. Use when deploying a REST API to different environments such as dev, test, or production.
- ▌ Querying AWS Cloudwatch · mouadja02Runs SQL queries on CloudWatch Logs data exported as Apache Iceberg tables in S3 Tables. Covers VPC Flow Logs, WAF logs, CloudFront access logs, Route 53 resolver logs, Network Firewall logs, EKS audit logs, Verified Access logs, SES logs, VPC Lattice logs, Step Functions logs, NLB access logs, and 20+ other AWS vended data sources. Applies when analyzing network traffic, investigating security incidents, querying exported logs with SQL, enabling S3 Tables integration, configuring log export, correlating logs with other data, or running Athena queries on the aws-cloudwatch table bucket. Trigger phrases: query logs with SQL, analyze logs in Athena, SQL on VPC flow logs, investigate network traffic, run SQL on exported logs, enable S3 Tables for CloudWatch, correlate logs, historical log analysis, set up log querying.
- ▌ Postgres Logical Slot Failover Triage · mouadja02 bundleUse when PostgreSQL logical replication slots retain WAL, become orphaned or invalid after switchover, or must be proven synchronized and usable before failover.
- ▌ Otel Genai Semconv Drift Validation · mouadja02 bundleUse when OpenTelemetry GenAI spans or events drift across semantic-convention versions, duplicate token usage, use obsolete names, or capture model content without explicit safeguards.
- ▌ Qdrant Scaling Query Volume · mouadja02Use when Qdrant queries with large limits fan out across many shards and over-fetch — each shard returning the full limit. Applies Poisson-based per-shard limit reduction, valid when auto-sharding guarantees random distribution.
- ▌ Dataverse Python Production Code · mouadja02Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices
- ▌ Dataverse Python Usecase Builder · mouadja02Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations
- ▌ Multipart Form Data Wire Conformance · mouadja02 bundleUse when multipart/form-data uploads succeed in one emitter/parser but fail, truncate, or disagree through another runtime or proxy. Inspect redacted raw bytes offline, reject ambiguous framing and disposition parameters, compare normalized part trees, and make a bounded rollout decision.
- ▌ Webauthn Rpid Origin Drift Preflight · mouadja02 bundleUse when WebAuthn or passkeys fail after hostname, port, proxy, RP-ID, public-URL, or native-app origin changes and the team needs a fail-closed migration and parity preflight.