gabrielmoreira
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- ▌ Kiro Steering Custom · gabrielmoreiraCreate custom steering documents for specialized project contexts
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- ▌ Ciso Assistant Basic Risk Assessment · gabrielmoreiraGuide users through a basic risk assessment workflow in CISO Assistant, from asset identification to scenario creation. Use when: (1) User wants to start a risk assessment from scratch (2) User mentions "risk assessment", "identify risks", "threat scenarios", or "risk register" (3) User asks about qualitative vs quantitative risk approaches (4) User needs help identifying assets, threats, or creating risk scenarios Covers: risk approach selection (qualitative/quantitative), organizational context gathering, asset identification (primary/supporting), threat catalog usage, scenario generation from threat-asset combinations, risk assessment/study creation.
- ▌ 322 Frameworks Spring Boot Testing Integration Tests · gabrielmoreira bundleUse when you need to write or improve integration tests — including Testcontainers with @ServiceConnection, @DataJdbcTest persistence slices, TestRestTemplate or MockMvcTester for HTTP, data isolation, and container lifecycle management for Spring Boot 4.0.x. This should trigger for requests such as Review Java code for Spring Boot integration tests; Apply best practices for Spring Boot integration tests in Java code; Write @SpringBootTest integration tests with Testcontainers; Configure dynamic properties for Spring integration tests; Review Spring Boot integration test profiles. Part of Plinth Toolkit
- ▌ Molecular Visualization 3dmol · gabrielmoreira bundle3Dmol.js WebGL molecular visualization emitted as self-contained HTML. Render structures (PDB/SDF/XYZ/MOL2/cube) with stick, sphere, cartoon, line, and surface styles; animate trajectories with a frame-delay (interval, ms) control; and animate vibrational normal modes via vibrate() from per-atom dx/dy/dz displacements or from precomputed frames. Output standalone HTML that loads 3Dmol from a CDN, with optional play/pause and speed controls. Use for transition-state imaginary-mode animations, MD or reaction-path playback, docking poses, and orbital/density isosurfaces. For static 2D chemical structure drawings use rdkit-chemdraw-cdxml; for 2D statistical plots use matplotlib or plotly.
- ▌ Matlab Scientific Computing · gabrielmoreiraMATLAB/GNU Octave numerical computing: matrices, linear algebra, ODEs, signal processing, optimization, statistics, scientific visualization. MATLAB-syntax examples run on both. For Python use numpy/scipy; for statistical modeling use statsmodels.
- ▌ Snowflake Query Forensics · gabrielmoreira bundleAudit, analyze, and diagnose completed or failed Snowflake queries from query history, Query Insights, and GET_QUERY_OPERATOR_STATS evidence. Use when investigating slow queries, queueing, lock waits, local or remote spill, poor pruning, exploding joins, repeated query-hash regressions, or requests for a defensible query root-cause packet. Trigger with "Snowflake query spilled", "why is this Snowflake query queued", "Snowflake query ID", "exploding join", or "Snowflake pruning regression". Do not use for generic SQL tutoring, automatic query rewrites, warehouse resizing, cancellation, or clustering changes.
- ▌ Speak Migration Deep Dive · gabrielmoreira bundleMigrate between language learning platforms, import student progress, and transition from legacy speech APIs. Use when implementing migration deep dive, or managing Speak language learning platform operations. Trigger with phrases like "speak migration deep dive", "speak migration deep dive".
- ▌ Stackblitz Local Dev Loop · gabrielmoreiraConfigure local development for WebContainer applications with hot reload and testing. Use when building browser-based IDEs, testing WebContainer file operations, or setting up development workflows for WebContainer projects. Trigger: "stackblitz dev setup", "webcontainer local", "test webcontainers locally".
- ▌ Supabase Incident Runbook · gabrielmoreira bundleExecute Supabase incident response: dashboard health checks, connection pool status, pg_stat_activity queries, RLS debugging, Edge Function logs, storage health, and escalation. Use when responding to Supabase outages, investigating production errors, debugging connection issues, or preparing evidence for Supabase support escalation. Trigger with "supabase incident", "supabase outage", "supabase down", "supabase on-call", "supabase emergency", "supabase broken", or "supabase connection issues".
- ▌ Techsmith Core Workflow B · gabrielmoreiraTechSmith core workflow b for Snagit COM API and Camtasia automation. Use when working with TechSmith screen capture and video editing automation. Trigger: "techsmith core workflow b".
- ▌ Testing Visual Regression · gabrielmoreira bundleDetect visual changes in UI components using screenshot comparison. Use when detecting unintended UI changes or pixel differences. Trigger with phrases like "test visual changes", "compare screenshots", or "detect UI regressions".
- ▌ Tracking Crypto Portfolio · gabrielmoreira bundleTrack cryptocurrency portfolio with real-time valuations, allocation analysis, and P&L tracking. Use when checking portfolio value, viewing holdings breakdown, analyzing allocations, or exporting portfolio data. Trigger with phrases like "show my portfolio", "check crypto holdings", "portfolio allocation", "track my crypto", or "export portfolio".
- ▌ Tracking Regression Tests · gabrielmoreira bundleTrack and manage regression test suites across releases. Use when performing specialized testing. Trigger with phrases like "track regressions", "manage regression suite", or "validate against baseline".
- ▌ Twinmind Incident Runbook · gabrielmoreira bundleIncident response for TwinMind failures: transcription not starting, audio not captured, sync failures, and calendar disconnect. Use when implementing incident runbook, or managing TwinMind meeting AI operations. Trigger with phrases like "twinmind incident runbook", "twinmind incident runbook".
- ▌ Vastai Deploy Integration · gabrielmoreiraDeploy ML training jobs and inference services on Vast.ai GPU cloud. Use when deploying GPU workloads, configuring Docker images, or setting up automated deployment scripts. Trigger with phrases like "deploy vastai", "vastai deployment", "vastai docker", "vastai production deploy".
- ▌ Vastai Performance Tuning · gabrielmoreiraOptimize Vast.ai GPU instance selection, startup time, and training throughput. Use when optimizing instance selection, reducing startup latency, or maximizing GPU utilization on rented hardware. Trigger with phrases like "vastai performance", "optimize vastai", "vastai slow", "vastai gpu utilization", "vastai throughput".
- ▌ Vercel Deploy Integration · gabrielmoreira bundleDeploy and manage Vercel production deployments with promotion, rollback, and multi-region strategies. Use when deploying to production, configuring deployment regions, or setting up blue-green deployment patterns on Vercel. Trigger with phrases like "deploy vercel", "vercel production deploy", "vercel promote", "vercel rollback", "vercel regions".
- ▌ Vercel Performance Tuning · gabrielmoreira bundleOptimize Vercel deployment performance with caching, bundle optimization, and cold start reduction. Use when experiencing slow page loads, optimizing Core Web Vitals, or reducing serverless function cold start times. Trigger with phrases like "vercel performance", "optimize vercel", "vercel latency", "vercel caching", "vercel slow", "vercel cold start".
- ▌ Windsurf Flows Automation · gabrielmoreira bundleCreate and manage Windsurf Flows for repetitive tasks. Activate when users mention "windsurf flows", "task automation", "workflow automation", "repetitive tasks", or "process automation". Handles Flow creation and management. Use when working with windsurf flows automation functionality. Trigger with phrases like "windsurf flows automation", "windsurf automation", "windsurf".
- ▌ Windsurf Incident Runbook · gabrielmoreiraExecute Windsurf incident response when AI features fail or cause production issues. Use when Cascade breaks code, Windsurf service is down, AI-generated code causes production incidents, or team needs emergency Windsurf troubleshooting. Trigger with phrases like "windsurf incident", "windsurf outage", "windsurf broke production", "cascade caused bug", "windsurf emergency".
- ▌ Changelog Creator · gabrielmoreiraCreate changelog creator operations. Auto-activating skill for DevOps Basics. Triggers on: changelog creator, changelog creator Part of the DevOps Basics skill category. Use when working with changelog creator functionality. Trigger with phrases like "changelog creator", "changelog creator", "changelog".
- ▌ Open Graph Creator · gabrielmoreiraCreate open graph creator operations. Auto-activating skill for Frontend Development. Triggers on: open graph creator, open graph creator Part of the Frontend Development skill category. Use when working with open graph creator functionality. Trigger with phrases like "open graph creator", "open creator", "open".
- ▌ React Hook Creator · gabrielmoreiraCreate react hook creator operations. Auto-activating skill for Frontend Development. Triggers on: react hook creator, react hook creator Part of the Frontend Development skill category. Use when working with react hook creator functionality. Trigger with phrases like "react hook creator", "react creator", "react".
- ▌ SEO Meta Generator · gabrielmoreiraGenerate seo meta generator operations. Auto-activating skill for Frontend Development. Triggers on: seo meta generator, seo meta generator Part of the Frontend Development skill category. Use when working with seo meta generator functionality. Trigger with phrases like "seo meta generator", "seo generator", "seo".
- ▌ Web Vitals Monitor · gabrielmoreiraMonitor web vitals monitor operations. Auto-activating skill for Frontend Development. Triggers on: web vitals monitor, web vitals monitor Part of the Frontend Development skill category. Use when monitoring systems or services. Trigger with phrases like "web vitals monitor", "web monitor", "web".
- ▌ Redis Cache Manager · gabrielmoreiraManage redis cache manager operations. Auto-activating skill for Backend Development. Triggers on: redis cache manager, redis cache manager Part of the Backend Development skill category. Use when working with redis cache manager functionality. Trigger with phrases like "redis cache manager", "redis manager", "redis".
- ▌ Train Test Splitter · gabrielmoreiraTest train test splitter operations. Auto-activating skill for ML Training. Triggers on: train test splitter, train test splitter Part of the ML Training skill category. Use when writing or running tests. Trigger with phrases like "train test splitter", "train splitter", "train".
- ▌ Azure Ml Deployer · gabrielmoreiraDeploy azure ml deployer operations. Auto-activating skill for ML Deployment. Triggers on: azure ml deployer, azure ml deployer Part of the ML Deployment skill category. Use when deploying applications or services. Trigger with phrases like "azure ml deployer", "azure deployer", "deploy azure ml er".
- ▌ Data Partitioner · gabrielmoreiraProcess data partitioner operations. Auto-activating skill for Data Pipelines. Triggers on: data partitioner, data partitioner Part of the Data Pipelines skill category. Use when working with data partitioner functionality. Trigger with phrases like "data partitioner", "data partitioner", "data".
- ▌ Dbt Test Creator · gabrielmoreiraCreate dbt test creator operations. Auto-activating skill for Data Pipelines. Triggers on: dbt test creator, dbt test creator Part of the Data Pipelines skill category. Use when writing or running tests. Trigger with phrases like "dbt test creator", "dbt creator", "dbt".
- ▌ Schema Validator · gabrielmoreiraValidate schema validator operations. Auto-activating skill for Data Pipelines. Triggers on: schema validator, schema validator Part of the Data Pipelines skill category. Use when working with schema validator functionality. Trigger with phrases like "schema validator", "schema validator", "schema".
- ▌ Ab Test Analyzer · gabrielmoreiraAnalyze ab test analyzer operations. Auto-activating skill for Data Analytics. Triggers on: ab test analyzer, ab test analyzer Part of the Data Analytics skill category. Use when writing or running tests. Trigger with phrases like "ab test analyzer", "ab analyzer", "analyze ab test r".
- ▌ Anomaly Detector · gabrielmoreiraDetect anomaly detector operations. Auto-activating skill for Data Analytics. Triggers on: anomaly detector, anomaly detector Part of the Data Analytics skill category. Use when working with anomaly detector functionality. Trigger with phrases like "anomaly detector", "anomaly detector", "anomaly".
- ▌ Lambda Layer Creator · gabrielmoreiraCreate lambda layer creator operations. Auto-activating skill for AWS Skills. Triggers on: lambda layer creator, lambda layer creator Part of the AWS Skills skill category. Use when working with lambda layer creator functionality. Trigger with phrases like "lambda layer creator", "lambda creator", "lambda".
- ▌ Sam Template Builder · gabrielmoreiraBuild sam template builder operations. Auto-activating skill for AWS Skills. Triggers on: sam template builder, sam template builder Part of the AWS Skills skill category. Use when working with sam template builder functionality. Trigger with phrases like "sam template builder", "sam builder", "sam".
- ▌ Vpc Network Designer · gabrielmoreiraBuild vpc network designer operations. Auto-activating skill for AWS Skills. Triggers on: vpc network designer, vpc network designer Part of the AWS Skills skill category. Use when working with vpc network designer functionality. Trigger with phrases like "vpc network designer", "vpc designer", "vpc".
- ▌ Gcs Lifecycle Policy · gabrielmoreiraManage gcs lifecycle policy operations. Auto-activating skill for GCP Skills. Triggers on: gcs lifecycle policy, gcs lifecycle policy Part of the GCP Skills skill category. Use when working with gcs lifecycle policy functionality. Trigger with phrases like "gcs lifecycle policy", "gcs policy", "gcs".
- ▌ Timeout Handler · gabrielmoreiraManage timeout handler operations. Auto-activating skill for API Integration. Triggers on: timeout handler, timeout handler Part of the API Integration skill category. Use when working with timeout handler functionality. Trigger with phrases like "timeout handler", "timeout handler", "timeout".
- ▌ Design Min Max Policy · gabrielmoreira bundleDesign inventory min-max replenishment policy from demand, lead time, safety stock, review cadence, and order constraints.
- ▌ Plan Packing Operation · gabrielmoreira bundlePlan packing work from order profile, product attributes, packaging, verification, stations, labor, and cutoffs.
- ▌ Plan Picking Wave · gabrielmoreira bundlePlan picking waves from orders, cutoffs, labor, equipment, zones, replenishment readiness, and service constraints.
- ▌ Plan Zone Picking · gabrielmoreira bundlePlan zone picking from zones, order profiles, labor, handoff rules, replenishment readiness, and service constraints.
- ▌ Analyze Return Reason · gabrielmoreira bundleAnalyze return reasons from reason codes, customer notes, item, order, channel, inspection, and process evidence.
- ▌ Plan Return To Vendor · gabrielmoreira bundlePlan return-to-vendor workflow from vendor policy, item condition, quantities, documents, transport, and approval boundaries.
- ▌ Unimol · gabrielmoreiraA standardized CLI wrapper for Uni-Mol molecular ML workflows that handles representation extraction (embeddings), model training (regression/classification), and property prediction with built-in RDKit SMILES validation. USE WHEN you need to generate molecular embeddings, train machine learning models for chemical properties, or run predictions on SMILES datasets (.csv/.smi) using the Uni-Mol framework.
- ▌ Band · gabrielmoreiraPrepare GPAW band-structure workflow scripts from existing ground-state context and user-specified k-path settings. Use when the user requests electronic band-structure calculations with explicit prerequisite checks and path-definition handling.
- ▌ Kayba Stage 2 Domain Context · gabrielmoreiraGather domain context about the repository and agent — system prompt, tool definitions, domain docs, and behavior patterns from traces. Trigger when the user says "run stage 2", "gather context", "domain context", or when invoked by the kayba-pipeline orchestrator.
- ▌ Multi Domain Brand SEO · gabrielmoreiraWhen the user wants to optimize brand search for a company with multiple domains (e.g. parent company.com vs product.ai). Ensure the parent/company domain ranks first for brand queries. Also use when the user mentions "brand search," "multi-domain SEO," "company domain first," "parent vs product domain," "hub-spoke domain," "brand SERP control," or "differentiate company and product domains." For domain structure, use domain-architecture.
- ▌ Agent Authority Charter Builder Arkadiy Miteiko · gabrielmoreira bundleCreates an Agent Authority Charter for enterprise or regulated AI agents before deployment. Use this Skill when a user needs to define what an AI agent is allowed to do, who delegated authority to it, what actions are permitted or prohibited, when human approval is required, what evidence must be preserved, and how the agent can be suspended, revoked, or escalated.
- ▌ Audit Rgpd Site Internet · gabrielmoreira bundleAudit de conformité RGPD complet d'un site internet. Réalise une observation systématique du site selon une checklist de 10 sections (mentions légales, hébergeur, formulaires, newsletter, politique de confidentialité, cookies et bandeau, mots de passe, trackers et mesure d'audience, sous-traitants et transferts hors UE, accessibilité du recueil des droits) plus une annexe 22 items reproduisant les exigences des articles 13 et 14 RGPD. Produit un rapport structuré avec niveau de conformité global, points bloquants (risque 3), points de vigilance (risque 2), recommandations prioritaires et notes techniques. Le skill est tool-agnostique : il fonctionne avec un outil de navigation automatique (Claude in Chrome, Cowork ou équivalent) ou en mode dégradé copier-coller. Triggers : "audit RGPD site", "audit site internet", "vérifie ce site", "scanne ce site", "audit conformité site", "audite la conformité de [URL]", "audit cookies site", "audit politique de confidentialité site".
- ▌ Divorce Ct Stephane Boghossian · gabrielmoreira bundleClaude skill that turns Claude into a Connecticut-specific divorce planner — nine operating modes from pre-flight intake to post-judgment modification, modeled on Untangle.us's feature surface and grounded in C.G.S. Title 46b, Practice Book Chapter 25, and the 2026-08-01 CCSG schedule. Covers eligibility triage (nonadversarial under § 46b-44a vs standard), financial affidavit (JD-FM-6), child support (JD-FM-220 / CCSG-1 / 1A), alimony (§ 46b-82 fourteen factors), parenting plan (with GAL/AMC escalation under JD-FM-224), settlement agreement (JD-FM-172, TCJA-aware), filing packet (marshal 12-day rule, $360 + $50 fees, JD-FM-75 waiver), and post-judgment motion practice. Hard UPL gate: refuses non-CT, domestic violence (refers CTCADV 1-888-774-2900), hidden assets, courtroom advocacy. Heppner-aware: AI prompts are not privileged. First family-law skill in the Lawvable registry.
- ▌ Eu Data Act Compliance · gabrielmoreira bundleAssess obligations under Regulation (EU) 2023/2854 for connected products, related services, statutory B2B data sharing, unfair data-contract terms, exceptional-need B2G requests, data-processing-service switching, international governmental access, interoperability, smart contracts, enforcement, and non-EU representatives. Use for Data Act scope analysis, gap assessments, product and service design, request handling, contract review, cloud exit planning, or cross-regulation mapping.
- ▌ Extradition Case Law Search Matei Clej · gabrielmoreira bundleSearches the domestic courts of 122 jurisdictions — 153 databases, 49 automated — for extradition and arrest-warrant surrender decisions, each in its own language and vocabulary. Answers the question no commercial database does: how are OTHER executing states treating this requesting state, or this ground? Searching by requesting state localises its name per jurisdiction (AE becomes 'Emiratele Arabe Unite' in Romania, 'Emirati Arabi Uniti' in Italy), so the sweep finds what those courts actually wrote. Every hit passes a relevance gate; every search leaves a dated report, so the research is reconstructable months later. Use when asked what foreign courts have said about surrender to a given state, whether any European court has refused extradition on prison conditions, assurances or Article 3, for comparative extradition research, or to build a foreign-authority section of an extradition argument. Not for domestic case law of the user's own jurisdiction, and never a substitute for reading the judgment.
- ▌ Mandatory Verification · gabrielmoreira bundleMandatory external verification workflow for ALL non-trivial factual claims before presenting them as true. This skill MUST be used whenever Claude is asked to research any topic, answer factual questions, provide current information, draft documents containing factual claims, give legal advice or cite legal authority, discuss current events or public figures, provide technical or scientific information, state statistics or data points, or answer ANY question where the answer could have changed over time. Also trigger when the user asks Claude to 'check', 'verify', 'confirm', 'research', 'look up', or 'find out' anything, or when the user needs information that requires freshness, precision, or source accuracy. This skill overrides any default tendency to answer from memory. If a task involves stating facts, citing sources, or providing current information — use this skill.
- ▌ Content Operations Knowledge Builder · gabrielmoreira将选题日历、栏目矩阵、素材资产、发布节奏、复盘结论和内容边界等资料,整理成符合 Agent Knowledge v0.6 document-first 标准、可被 AI 安全调用的运营类知识库。适用于用户要求“整理内容运营知识库”“沉淀运营 SOP”“把运营资料变成项目资料”“维护运营知识库”的场景。
- ▌ Matlab Report Tutor Sessions · gabrielmoreiraUse when a learner or instructor asks for a report, summary, reflection, progress note, performance recap, activity metrics, instructor-shareable record of a MATLAB AI tutoring session, aggregate report across multiple MATLAB tutoring session reports, or instructor dashboard artifact with metric drilldowns. Supports optional start and end datetime arguments for multi-session report and dashboard ranges.
- ▌ Matlab Generate Course · gabrielmoreiraInterview an instructor and generate a complete MATLAB and Simulink enabled course in IMS Common Cartridge format. Use when the user asks to create a MATLAB course, Simulink course, MATLAB and Simulink curriculum, MATLAB Course Designer-ready course shell, Common Cartridge course package, .imscc export, MATLAB Exercises with validated .m files, or Simulink Exercises with starter and solution model files. Coordinates IDStack, MATLAB Agentic Toolkit, Simulink Agentic Toolkit, matlab-create-course-activity, simulink-create-course-activity, and the existing matlab-generate-grader-assessments skill.
- ▌ Agent Framework Azure AI Py · gabrielmoreiraBuild Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code interpreter, file search, web search), integrating MCP servers, managing conversation threads, or implementing streaming responses. Covers function tools, structured outputs, and multi-tool agents.
- ▌ Azure Mgmt Apimanagement Py · gabrielmoreiraAzure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies. Triggers: "azure-mgmt-apimanagement", "ApiManagementClient", "APIM", "API gateway", "API Management".
- ▌ Azure Storage File Share Py · gabrielmoreiraAzure Storage File Share SDK for Python. Use for SMB file shares, directories, and file operations in the cloud. Triggers: "azure-storage-file-share", "ShareServiceClient", "ShareClient", "file share", "SMB".
- ▌ 29 Dropshipping Mastery Global · gabrielmoreiraUse when the user is launching or running a DROPSHIPPING business end to end — the full 12-phase pipeline: product research with winning criteria, Minea and PiPiAds, supplier sourcing on AliExpress, CJ, Spocket, and Zendrop, Shopify store and app setup, the 10-ads-per-week creative pipeline, interest and lookalike targeting, 3-5x markup and BE-ROAS math, customer service, and scaling. Trigger on 'start dropshipping', 'winning product research', 'Shopify store setup', 'AliExpress supplier', 'scale my dropshipping store', 'my store gets traffic and no sales'. Not for — only the ad copy, see `05-ad-copy-global`; only the product page, see `12-landing-page-brief-global`; only the account audit, see `21-ads-audit-global`; only pricing, see `17-pricing-strategy-global`.
- ▌ Learning Science · gabrielmoreiraSpaced repetition, active recall, interleaving, dual coding, metacognition, and study techniques
- ▌ Teaching Methods · gabrielmoreiraDirect instruction, inquiry-based, project-based, flipped classroom, differentiation, and assessment
- ▌ Budgeting Forecasting · gabrielmoreiraZero-based budgeting, rolling forecasts, variance analysis, scenario planning, and budget management
- ▌ Invoice Document PDF · gabrielmoreiraGenerating invoices, contracts, forms, receipts, and business documents as professional PDFs
- ▌ Inventory Optimizer · gabrielmoreiraIntelligently manage stock levels, generate supplier orders, and prevent shortages or overstock. Tracks usage patterns, lead times, and par levels to keep the shop or restaurant running without waste.
- ▌ Github Review Follow Up · gabrielmoreiraInspect unresolved GitHub pull request review threads, group actionable feedback, implement selected fixes locally, and only reply or resolve threads after explicit user intent.
- ▌ Artifact Curation · gabrielmoreiraAnalyze documentation gaps, create Architecture Decision Records (ADRs), and build knowledge indexes. Use after feature completion, during knowledge sharing, or when onboarding documentation needs ...
- ▌ Game Design · gabrielmoreiraGame mechanics, level design, player psychology, systems balancing, and narrative design for game developers.
- ▌ Slide Design · gabrielmoreiraVisual hierarchy, data visualization, and minimal text patterns for impactful presentations
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- ▌ UI UX Design · gabrielmoreiraUser interface design, user experience optimization, accessibility compliance, design systems
- ▌ Voice Agents · gabrielmoreiraVoice agents represent the frontier of AI interaction - humans speaking naturally with AI systems.
- ▌ Knowledge Ops · gabrielmoreiraUse when a Head of Ops, Knowledge Manager, or TPM-Internal needs to author, validate, or clean up company SOPs and internal runbooks (procurement intake, vendor offboarding, incident-comms cascade, employee onboarding, expense reimbursement, system-access provisioning, customer-escalation playbook) — including 5W2H completeness checks (Who-What-When-Where-Why-How-HowMuch), cross-link and orphan-page validation across a sprawling Notion/Confluence/Obsidian wiki, KB ingestion + hygiene reporting, ops onboarding doc generation, and runbook step verification (named owner, expected duration, observable success signal, rollback path, escalation contact). Pairs Kaoru Ishikawa's 5W2H method, Atul Gawande's *The Checklist Manifesto*, ISO 9001, ITIL v4 Service Operation, FDA 21 CFR Part 211, and Google SRE Workbook runbook discipline with deterministic stdlib-only Python tools that score completeness, detect anti-patterns, and emit prioritized cleanup lists. Distinct from `engineering/llm-wiki` (Karpathy-style personal
- ▌ Source Command Audit Prose · gabrielmoreiraAdd descriptive prose to bare sections in whitepapers (FR + EN) using 9 parallel agents
- ▌ MCP Integration Reference · gabrielmoreiraTemplate for skills that integrate with an MCP server. Demonstrates the reference file pattern: Claude reads a domain-specific MCP cheatsheet before making any tool calls, reducing query failures caused by server-specific gotchas. Fork this skill and replace the Sentry example with your target MCP.
- ▌ Evaluating Machine Learning Models · gabrielmoreiraEvaluate trained machine learning models with the right metrics and comparison logic. Use for benchmark review, threshold selection, calibration, validation, and model comparison; not for feature engineering or leakage auditing.
- ▌ Explaining Machine Learning Models · gabrielmoreiraExplain trained machine learning models through feature attribution, local explanations, and behavior summaries. Use as an explicit/manual helper once a model already exists, not for training ownership, leakage auditing, or general ML strategy selection.
- ▌ Github Release Briefing Skill · gabrielmoreira bundleCreate a source-linked briefing for the latest published GitHub release of a public repository. Use for engineering teams tracking a dependency release; do not use it to publish releases or change repositories.
- ▌ Phaser Arcade Physics · gabrielmoreira bundleUse Phaser 4 Arcade Physics: enable the world, give sprites bodies, set velocity/acceleration/gravity, and resolve collisions with colliders, overlaps, groups, and world bounds. Use when a Phaser game needs movement or collisions — when the user mentions Arcade Physics, this.physics, setVelocity, collider, overlap, gravity, onFloor, or a platformer/top-down controller. For game config, scenes, and the loader use phaser-core.
- ▌ Consolidate Notes · gabrielmoreiraPromote existing research into a stable-status canonical article under `articles/` in a Knowledge Base project (the `knowledge-base` starter pack). Read when a decision has actually been made and the team wants the source-of-truth written down, or when asked to consolidate, canonicalize, promote research, or supersede an older article. Carries the decision-confirmation gate, the `supersedes:` chain that keeps the evidence trail intact, and the canonical voice. Does not conduct new research — that is the sibling `research-with-sources` skill.
- ▌ 323 Frameworks Spring Boot Testing Acceptance Tests · gabrielmoreira bundleUse when you need to implement acceptance tests from maintainer-authored or maintainer-sanitized Gherkin scenario facts for Spring Boot applications — including selecting scenarios tagged @acceptance, implementing happy path tests with TestRestTemplate, @SpringBootTest, Testcontainers with @ServiceConnection for DB/Kafka, and WireMock for external REST stubs. Never ingest raw .feature files. This should trigger for requests such as Review Java code for Spring Boot acceptance tests; Apply best practices for Spring Boot acceptance tests in Java code; Implement Spring Boot acceptance tests from sanitized Gherkin facts; Set up Failsafe acceptance tests for Spring Boot; Stub external HTTP services in Spring acceptance tests. Part of Plinth Toolkit
- ▌ 516 Frameworks Micronaut Mongodb Migrations Mongock · gabrielmoreira bundleUse when you need to add or review Mongock MongoDB data migrations in a Micronaut application — including Mongock runner/driver selection, Micronaut bean wiring, migration scan packages, @ChangeUnit classes, lock/transaction settings, and Testcontainers verification. This should trigger for requests such as Add Mongock migrations in Micronaut; Review Micronaut MongoDB data migrations; Configure Mongock change units with Micronaut Data MongoDB; Create Mongock change units for Micronaut MongoDB; Review Mongock migration ordering in a Micronaut service. Part of Plinth Toolkit
- ▌ Bridge · gabrielmoreiraUse when the user wants hyperflow's behavioral rules to apply outside the terminal CLI — in Claude Code Desktop, claude.ai web, or IDE extensions that don't load CLI plugins. Writes a managed doctrine block into the project's CLAUDE.md so autonomy + intent-routing + commit cadence + role separation + file-first rules carry over. Lossy (no slash commands, no actual skill dispatch) but useful. Trigger with /hyperflow:bridge, "make hyperflow work in desktop", "make hyperflow work in claude.ai", "embed hyperflow doctrine in CLAUDE.md", "portable hyperflow rules".
- ▌ Sticky · gabrielmoreiraUse when the user wants to set auto-routing mode: on (every task-shaped message routes), auto (intent-verb messages route — default), or off (no auto-routing). Intent-detection runs by default; use this skill to expand to full sticky or disable entirely. Trigger with /hyperflow:sticky, "make hyperflow sticky", "stop using hyperflow", "is hyperflow sticky", "auto-route to hyperflow", "disable hyperflow auto-routing".
- ▌ Apex Plan · gabrielmoreiraPlan and scope a project — discovery, challenge assumptions, present S/M/L options with token and cost estimates. Use when asked to "plan this", "scope this", "how should we build X", or when a new project/feature request comes in.
- ▌ Atlas Adr · gabrielmoreiraWrite an Architecture Decision Record — document what was decided, why, what alternatives were considered, and what trade-offs were accepted. Use when asked to "write an ADR", "document this decision", or "why did we choose X".
- ▌ Atlas Map · gabrielmoreiraMap the system architecture — read the codebase, identify services and connections, output a C4-level architecture map as Mermaid diagrams with component descriptions. Use when asked to "map the architecture", "system diagram", "how does this work", or "architecture overview".
- ▌ Crest Okr · gabrielmoreiraOKR design — create objectives and key results with a North Star metric, input metrics tree, and cadence. Use when asked to "set OKRs", "define our objectives", "what should we measure this quarter", "design our OKR framework", "build a metrics tree", or "what's our North Star".
- ▌ Echo Jobs · gabrielmoreiraJobs-to-Be-Done analysis — given a product, user descriptions, transcripts, or tickets, produce a JTBD job map with switching forces analysis and opportunity ranking. Use when asked to "find the JTBD", "what jobs are users hiring us for", "job mapping", "what are users really trying to do", "JTBD framework", or "why are users switching".
- ▌ Form Deck · gabrielmoreiraUse when asked to design a pitch deck, presentation, or slide set. Examples: "design a pitch deck", "create a sales deck", "make a conference presentation", "build an investor deck", "help me present this to the board", "create slides for X".
- ▌ Form Exam · gabrielmoreiraTheory-backed design audit — names the principle violated, cites the source, shows the fix. Use when asked to "evaluate design quality", "check if this follows design principles", "theory check", "design exam", "audit against best practices", or "what's wrong with this design".
- ▌ Form Logo · gabrielmoreiraUse when asked to create a logo, design a brand mark, generate a logo concept, or produce any logo asset. Examples: "create a logo for X", "design a brand mark", "make me a logo", "generate logo concepts", "logo for our product".
- ▌ Helm Plan · gabrielmoreiraUse when asked to build a product roadmap, prioritize a backlog, decide what to build next, or sequence a list of feature ideas. Examples: "what should we build next", "prioritize this backlog", "make a roadmap", "RICE score these features".
- ▌ Ink Recon · gabrielmoreiraContent marketing reconnaissance — audit current content, SEO health, competitor content gaps, and content distribution. Use when asked to "audit our content", "what's our SEO state", "where are the content gaps", or before designing a content strategy.
- ▌ Proof API · gabrielmoreiraBuild API test suites — endpoint testing, contract testing, load testing for REST/GraphQL/gRPC APIs. Use when asked to "test this API", "API tests", "endpoint testing", "contract tests", or "load test".
- ▌ Proof E2e · gabrielmoreiraBuild E2E test specs for critical user journeys — Playwright or Cypress, page objects, setup/teardown, CI config. Use when asked to "write E2E tests", "end-to-end testing", "browser tests", "UI tests", or "Playwright tests".
- ▌ Surge Plg · gabrielmoreiraPLG motion design — free tier definition, activation sequence, expansion trigger points, viral mechanic assessment. Given a product, output the PLG architecture and make the calls. Use when asked to "PLG strategy", "freemium model", "product-led growth plan", "self-serve motion", "how do we add a free tier", "upgrade triggers", or "viral loop design".
- ▌ Touch App · gabrielmoreiraProduce a complete mobile app architecture design — platform choice, navigation structure, state management, data layer, key screens. Use when asked to "build a mobile app", "new app", "create iOS/Android app", "app architecture", or "cross-platform app".