gabrielmoreira
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- ▌ One Page Marketing · gabrielmoreira bundleBuild a complete marketing plan covering the full customer journey from stranger to raving fan. Use when the user mentions "marketing plan", "target market", "USP", "lead nurture", "customer lifetime value", or "referral program". Covers the PVP Index, channel selection, and advocacy systems. For brand messaging, see storybrand-messaging. For conversion optimization, see cro-methodology.
- ▌ Kaizen Root Cause Tracing · gabrielmoreiraUse when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior
- ▌ Sdd Add Task · gabrielmoreiracreates draft task file in .specs/tasks/draft/ with original user intent
- ▌ Crossing The Chasm · gabrielmoreira bundleNavigate the technology adoption lifecycle from early adopters to mainstream market. Use when the user mentions "crossing the chasm", "beachhead segment", "whole product", "early adopters vs. mainstream", or "tech go-to-market". Covers D-Day analogy, bowling-pin strategy, and positioning against incumbents. For product positioning, see obviously-awesome. For new market creation, see blue-ocean-strategy.
- ▌ Enhance Cross File · gabrielmoreiraUse when checking cross-file consistency: tools vs frontmatter, agent references, duplicate rules, contradictions.
- ▌ Container Security · gabrielmoreiraContainer and Kubernetes security assessment skill for Docker, Kubernetes, and container orchestration platforms. This skill should be used when scanning container images for vulnerabilities, auditing Kubernetes cluster security, testing container escape scenarios, reviewing Docker configurations, or performing container runtime security analysis. Triggers on requests to scan Docker images, audit Kubernetes security, test container configurations, or assess container orchestration security.
- ▌ React Native Expert · gabrielmoreira bundleSenior React Native and Expo engineer for building production-ready cross-platform mobile apps. Use when building React Native components, implementing navigation with Expo Router, optimizing list and scroll performance, working with animations via Reanimated, handling platform-specific code (iOS/Android), integrating native modules, or structuring Expo projects. Triggers on React Native, Expo, mobile app, iOS app, Android app, cross-platform, native module, FlatList, FlashList, LegendList, Reanimated, Expo Router, mobile performance, app store. Do NOT use for Flutter, web-only React, or backend Node.js tasks.
- ▌ Programming · gabrielmoreira bundleApplies strict, modern language practice (typed errors, exhaustive match, TDD) for Python, Rust, TypeScript, and Go. Use for work on .py, .rs, .ts, or .go files.
- ▌ Review Work · gabrielmoreiraPost-implementation gate review: run manual QA on the real surface yourself, then launch ONE gate reviewer (never a panel) to audit goal, constraints, code quality, security, missed context, and QA evidence. Use before a PR handoff or when the user explicitly asks to review completed work.
- ▌ Ulw Execute · gabrielmoreiraExecutes a written Prometheus work plan with Boulder state, evidence ledger, worktree discipline, and parallel subagents. Use when the user says ulw-execute or asks to run a .omo/plans plan.
- ▌ AI Agent Design · gabrielmoreiraComprehensive guide to designing, building, and operating AI agents. Covers agent architecture, tool use patterns, memory systems, orchestration strategies, planning approaches, error recovery, and safety guardrails for production-grade agent systems.
- ▌ Resume Writing · gabrielmoreiraATS optimization, achievement frameworks (STAR, CAR), formatting, tailoring, and portfolio presentation
- ▌ CI CD Pipeline · gabrielmoreiraDesign and implement production-grade CI/CD pipelines with GitHub Actions, layered testing strategies, secure deployment patterns, and environment management.
- ▌ User Research · gabrielmoreiraA comprehensive skill for user research — covering research methods, interview techniques, participant recruitment, synthesis, insight generation, readout formats, and continuous discovery habits. From early generative research to evaluative usability testing.
- ▌ Context Setup · gabrielmoreiraInstall context files from registry. Use when user runs /install-context, says "install context", "setup context", or when context is missing and the user needs to get started.
- ▌ Databricks Execution Compute · gabrielmoreira bundleExecute code and manage compute on Databricks: run Python/Scala/SQL/R via serverless, classic, or interactive clusters, and create/resize/delete clusters and SQL warehouses.
- ▌ Databricks Mlflow Evaluation · gabrielmoreira bundleMLflow 3 GenAI agent evaluation. Use when writing mlflow.genai.evaluate() code, creating @scorer functions, using built-in scorers (Guidelines, Correctness, Safety, RetrievalGroundedness), building eval datasets from traces, setting up trace ingestion and production monitoring, aligning judges with MemAlign from domain expert feedback, or running optimize_prompts() with GEPA for automated prompt improvement.
- ▌ Pressreleasesonline · gabrielmoreiraDraft and publish AI-powered press releases — submit a URL + notes, get a live release page instantly. Free, no API key required.
- ▌ Mortgage Loan Officer · gabrielmoreiraGuides borrowers through mortgage refinance evaluation — collects loan data, extracts mortgage statement fields, evaluates qualification, and delivers recommendations with consumer-friendly communication.
- ▌ Codex 1m Context Window Setup · gabrielmoreiraConfigures and verifies an expanded, model-aware context window for OpenAI Codex CLI and Codex Desktop by safely updating the shared base config. Use whenever Codex shows about 258K context, the user asks for 500K or 1M context, auto-compaction happens too often, model_context_window or model_auto_compact_token_limit needs repair, or a workstation/classroom needs the same long-context setup across macOS and Windows. Detects the selected model's live maximum, requests up to 1M tokens, sets compaction to 60% of the attainable window, preserves unrelated TOML, backs up changes, and fails rather than guessing when the model contract cannot be verified.
- ▌ World Fates · gabrielmoreira bundleManage long-term fate and fortune across a shared world. Use when powerful entities feel permanent, when the world becomes static, when you need probabilistic death/fall mechanics, or when campaigns need world-level consequences that persist. Operates above the game-facilitator level.
- ▌ Media Meta Analysis · gabrielmoreiraSynthesize multiple media analyses into cross-source patterns and insights. Use when you need to cross-reference analyses, find patterns across sources, or perform meta-analysis of media content.
- ▌ Footnote Relegator · gabrielmoreira bundleCondense a scholarly legal article by moving nonessential detail from the body into substantive footnotes while preserving every word and keeping the argument self-sufficient. Handles Markdown and Word (.docx), integrates moved material with existing notes, measures a user-specified relegation fraction (25% by default), and delivers a move-by-move memo. Use when asked to "push detail into footnotes," "relegate to footnotes," "footnote the caveats," "move the digressions down," or tighten a dense draft without deleting content. Word output requires file access plus document-conversion and rendering support; when those capabilities are unavailable, deliver Markdown and the memo or ask for a convertible source.
- ▌ Isds Arbitrators · gabrielmoreira bundleArbitrator research tool for investor-State dispute settlement (ISDS). The tool can summarize arbitrators' experience, with deliverables grounded in primary documents; it can also help find arbitrators based on the issues faced in a particular case. Use when the user asks about an arbitrator ("tell me about arbitrator X", "X, Y and Z"), wants help choosing or shortlisting arbitrators for a case, or asks about appointments, dissents, issue track records (e.g. FET, expropriation), challenge risk, double-hatting, or tribunal composition. Profiles are grounded in the UNCTAD ISDS Navigator dataset plus targeted live lookups (ICSID); deep verification retrieves the actual decisions. Sibling of isds-research.
- ▌ Legal Test Builder Patrick Munro · gabrielmoreira bundleBuilds a high-fidelity interactive legal assessment as a single self-contained HTML artifact. Output includes a live countdown timer, contract review tasks with hover-annotated problem clauses, candidate answer textareas, model answers hidden behind reveal blocks, scenario-based legal memo tasks, strategy and function-building questions, and a pre-submission checklist that encodes the marking criteria. Use when the user needs to (1) assess a legal candidate with a realistic timed exercise, (2) train or onboard junior lawyers using problem sets rather than doctrine, (3) help a candidate prepare for a real take-home assessment they are facing, (4) build educational materials for law students, in-house teams, or compliance training, or (5) produce scenario-based training modules on specific legal topics. Triggers on "legal test", "take-home", "mock exam", "contract redline exercise", "candidate assessment", "legal training exercise", "practice test", or similar phrasing even when informal.
- ▌ Lgpd Sentinel Rafael Mastronardi · gabrielmoreira bundleOrientação LGPD para operações de tratamento no Brasil. Cobre bases legais (Art. 7º e Art. 11), RIPD, incidentes (Arts. 48-49), direitos dos titulares (Art. 18) e transferências internacionais. Triggers: LGPD, RIPD, ANPD, proteção de dados, dados pessoais, consentimento, encarregado, DPO Brasil, incidente de dados, legítimo interesse.
- ▌ Privilege Sentinel · gabrielmoreira bundlePre-flight privilege and work-product check for legal AI prompts. Use when the user is about to send legal content to a third-party AI surface (ChatGPT, Claude.ai, Copilot, Gemini, etc.) and wants to know whether the prompt risks blowing attorney-client privilege or work-product protection. Returns a SAFE/CAUTION/STOP band with cited factors, a discovery-impact line, and a redacted-safe rewrite.
- ▌ Proposition Audit Anthony Searle · gabrielmoreira bundlePost-hoc verification and trust audit of AI-generated factual and interpretive claims. Classifies claims by type and salience, routes them to domain-appropriate sources, scores trustworthiness on a tiered scale with an Interpolated verdict for plausible-but-unsupported detail, and assesses rhetorical fairness on interpretive claims. Designed for clinical-negligence and healthcare-law practice in England and Wales, with general applicability beyond.
- ▌ Tech Contract Review Parth Desai · gabrielmoreira bundleContract Review for Tech and general contract. Smart redflagging feature to show the problems.
- ▌ Atomic Framework Event Hook Lang Mail · gabrielmoreiraUse when working on Atomic events (dot-notation typed event bus), hooks (WordPress-style add_action/add_filter), shortcodes, i18n localization, mail sending (Mailer, Notifier), or text-extensibility features.
- ▌ Mcloud Local · gabrielmoreiraExecute mcloud local build to reproduce a Cloud build on the local machine. Use when debugging a build-failed deployment without pushing to the tracked branch, iterating on a build fix, or testing build-variable changes locally. Requires Docker and must run inside the project's Git repo.
- ▌ Build Game Audio Feedback · gabrielmoreiraDesign or implement responsive audio feedback for a Three.js or web game. Use for action sounds, combat layers, music states, spatial audio, mix priorities, mute controls, accessibility, mobile audio unlock, and audio performance.
- ▌ Build Game Monster System · gabrielmoreiraBuild, integrate, audit, or refactor rigged monsters for Three.js and web action games. Use for monster asset contracts, procedural or imported creature rigs, semantic joints and sockets, hurtboxes and attack volumes, combat animation states, enemy-runtime adapters, LODs, deterministic review fixtures, and validating that every monster follows one shared system.
- ▌ Gsap Scrolltrigger Storytelling · gabrielmoreiraBuild cinematic sticky product storytelling with GSAP ScrollTrigger, progressive UI reveals, scroll-synced animation, smooth interpolation, and immersive section transitions.
- ▌ Scroll Scrubbed Visual Sequence · gabrielmoreira bundleBuild reversible scroll-controlled visual transformations with a pinned or sticky stage, normalized progress, and video, image-sequence, canvas, SVG, or DOM renderers. Use for hero transformations, product assembly, interface state walkthroughs, object rotation, diagrams, or photo sequences that must move forward and backward with native scrolling.
- ▌ Technical Wireframe Info Layout · gabrielmoreiraCreate a monochrome technical wireframe design system with exploded 3D structure, connector annotations, sparse information labels, and precise dark diagnostic framing.
- ▌ Boards Work Item Summary · gabrielmoreiraSummarize a single Azure DevOps work item (and its links and comments) by ID.
- ▌ Backlog Management · gabrielmoreiraShared backlog conventions for Azure DevOps, GitHub, and Jira. Use for platform resolution, autonomy tiers, sanitization guards, and story quality.
- ▌ Functional Planner · gabrielmoreiraRead-only PRD-to-work-item hierarchy planning. Use to turn a PRD into a validated Azure DevOps, GitHub, or Jira handoff.
- ▌ Outcome Hypothesis · gabrielmoreiraCreate or assess an evidence-grounded, falsifiable outcome hypothesis: a testable prediction of what measurable business result will change, for whom, by when, and how leading and lagging indicators will prove or disprove it. Use when framing measurable outcomes, turning an MVP, POC, feature, or technical initiative into a beneficiary result, defining targets and indicators, or judging whether evidence is strong enough to invest. Also applies to business outcome hypotheses, value hypotheses, and outcome statements.
- ▌ 08 Competitor Research Global · gabrielmoreiraUse when the user needs to understand competitors — direct, indirect, and substitute tiers, positioning map, SWOT, ad and content benchmark, pricing comparison, and the market gap to attack, using SimilarWeb, Ahrefs, Semrush, and the Meta Ad Library. Trigger on 'competitor research', 'competitive analysis', 'what are competitors running', 'who else sells this', 'why do people pick them over us', 'benchmark us against the market'. Also use when the user sends a competitor link and asks for an opinion. Not for — understanding the customer rather than the rival, see `09-customer-insight-global`; turning difference into a statement, see `58-positioning-global`; paid targeting, see `51-audience-research-global`.
- ▌ 20 Client Intake Brief Global · gabrielmoreiraUse when an agency or freelancer takes on a NEW client and needs everything up front — an 11-section intake covering business overview, audience, current marketing, goals, budget, timeline, brand assets, approval process, and success criteria, written for the client to fill in and return. Trigger on 'client intake', 'agency brief', 'onboard a new client', 'discovery call template', 'what should I ask a new client', 'kickoff questionnaire'. Also use when the user just signed someone and does not know where to begin. Not for — the internal context file the skills read, see `product-marketing-context-global`; the plan built from the answers, see `00-marketing-plan-global`; briefing an outside vendor, see `67-agency-vendor-brief-global`.
- ▌ 41 Campaign Asset List Global · gabrielmoreiraUse when a campaign needs its full design asset list before anyone opens a tool — asset type, dimensions, channel, quantity, priority, owner, deadline, and status, with deadlines counted backward from launch day on a T-14 to D+1 timeline plus a naming convention. Trigger on 'campaign asset list', 'what does the designer need', 'list the design files', 'creative asset plan', 'how many banners do we need', 'the designer keeps asking what to make'. Not for — the spec for one individual image, see `42-image-brief-global`; a slide sequence, see `43-carousel-brief-global`; an urgent mid-campaign swap, see `48-quick-visual-brief-global`; resizing an existing master, see `50-asset-resize-global`.
- ▌ 49 HTML Email Template Global · gabrielmoreiraUse when responsive HTML email has to render correctly in every client — table-based structure, inline CSS, 600px max width, dark mode handling, quirks for Gmail, Apple Mail, Outlook and Yahoo, bulletproof buttons, and a pre-send test checklist, shipping a self-contained .html file to paste into Klaviyo, Mailchimp, HubSpot, or Brevo. Trigger on 'HTML email', 'code an email template', 'responsive email', 'why does my email break in Outlook', 'email dark mode is broken', 'the newsletter looks wrong on mobile'. Not for — sequence strategy and subject lines, see `14-email-marketing-global`; a web page, see `12-landing-page-brief-global`; brand colors and fonts, see `46-brand-guideline-global`.
- ▌ 67 Agency Vendor Brief Global · gabrielmoreiraUse when briefing or managing an EXTERNAL agency, freelancer, or production vendor — scope of work, deliverable specs, revision rounds, approval process, USD payment milestones, IP assignment and confidentiality terms, communication rules, and a post-project vendor scorecard. Trigger on 'brief an agency', 'hire a freelancer', 'scope of work', 'the agency is not delivering', 'onboard a new vendor', 'we keep paying for work we have to redo'. Also use when the user is about to sign a supplier with nothing written down. Not for — briefing an internal team member, see `64-team-brief-global`; the campaign brief itself, see `02-campaign-brief-global`; the asset list the vendor produces, see `41-campaign-asset-list-global`.
- ▌ Agency Backend Architect · gabrielmoreiraSenior backend architect specializing in scalable system design, database architecture, API development, and cloud infrastructure. Builds robust, secure, performant server-side applications and microservices
- ▌ Agency Instagram Curator · gabrielmoreiraExpert Instagram marketing specialist focused on visual storytelling, community building, and multi-format content optimization. Masters aesthetic development and drives meaningful engagement.
- ▌ Agency Security Engineer · gabrielmoreiraExpert application security engineer specializing in threat modeling, vulnerability assessment, secure code review, and security architecture design for modern web and cloud-native applications.
- ▌ Agency Studio Operations · gabrielmoreiraExpert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination. Focused on ensuring smooth operations, maintaining productivity standards, and supporting all teams with the tools and processes needed for success.
- ▌ Agency Support Responder · gabrielmoreiraExpert customer support specialist delivering exceptional customer service, issue resolution, and user experience optimization. Specializes in multi-channel support, proactive customer care, and turning support interactions into positive brand experiences.
- ▌ Agency Tiktok Strategist · gabrielmoreiraExpert TikTok marketing specialist focused on viral content creation, algorithm optimization, and community building. Masters TikTok's unique culture and features for brand growth.
- ▌ Crispi Planning · gabrielmoreiraUse when starting a non-trivial coding task, feature, or bug fix that would benefit from upfront planning, research, and structured decomposition before writing code.
- ▌ 360 Feedback Template · gabrielmoreiraDesign a 360-degree feedback survey or write a structured 360 feedback report. Use when asked to build a 360 feedback process, write 360 feedback for a colleague, design a feedback survey, or produce a feedback report. Produces either a complete survey instrument with rating scales and open-ended questions, or a structured narrative feedback report with themes, strengths, and development areas.
- ▌ Last 30 Days Research · gabrielmoreiraSearches Reddit, X/Twitter, and the broader web for recent opinions, sentiment, and signal on any topic. Use when you need to know what real people are saying about a tool, product, trend, or event in the past 30 days — cutting through SEO content to surface genuine community reaction. Produces a structured report with consensus findings, pain points, positive signals, contrarian takes, source links, and a signal confidence rating.
- ▌ Social Media Strategy · gabrielmoreiraBuild a social media strategy for a brand, product, or creator. Use when asked to create a social media strategy, define a social content strategy, plan content pillars, set social KPIs, or build a posting framework. Produces a complete strategy with audience definition, platform selection, content pillars, posting cadence, KPIs, and a 4-week starter calendar.
- ▌ End Of Life Wishes Conversation · gabrielmoreiraHave the conversation about someone's end-of-life wishes — before a crisis forces it — gently, respectfully, and thoroughly enough to actually guide decisions later. Use when asked how do I talk about end-of-life wishes, discuss my parent's wishes, advance care planning conversation, or ask about their medical and final wishes. Produces a way to open this hard conversation without it feeling morbid or forced, the areas to cover (medical wishes, care preferences, where they want to be, what matters to them, practical/legal), how to listen rather than impose, and how to document and share what's decided — so their wishes are known and honored. Not legal or medical advice.
- ▌ Long Distance Relationship Plan · gabrielmoreiraBuild a plan to keep a long-distance relationship close and healthy — communication rhythms, visits, shared experiences, and a shared sense of the finish line. Use when asked to help with a long-distance relationship, how to make LDR work, we're going long distance, or keep our relationship strong apart. Produces a communication rhythm that fits both schedules and time zones, ideas for shared experiences across the distance, a visit and cost plan, ways to handle the hard parts (jealousy, loneliness, resentment), and an honest 'the plan' conversation about the end goal.
- ▌ Moving Company Estimate Decoder · gabrielmoreira bundleDecode a moving company estimate — binding vs non-binding, the weight and cubic-feet games, valuation vs insurance, and the red flags that precede hostage-load stories. Use when someone asks 'is this moving quote legit', 'decode my moving estimate', 'binding vs non-binding estimate', or 'how do I avoid moving scams'. Produces an estimate-type decode with what-you'll-actually-pay scenarios, ranked red flags, the valuation decode, and the questions that separate real movers from brokers.
- ▌ Security Questionnaire Autofill · gabrielmoreiraDraft answers to a vendor security questionnaire (SIG, CAIQ, or a custom sheet) from your real controls — fast, consistent, and honest about gaps. Use when asked to fill out a security questionnaire, answer a SIG/CAIQ, respond to a customer's security review, or complete a vendor risk assessment. Produces drafted answers grounded in your stated controls, a gap list of questions you can't truthfully answer yet, and reusable answer snippets for next time — never fabricated compliance.
- ▌ Wedding Vendor Contract Decoder · gabrielmoreiraDecode a wedding vendor contract — venue, photographer, caterer, band — before signing: deposits and their refundability, cancellation and postponement terms, the substitute-performer and force-majeure clauses, and overtime math. Use when someone asks review this venue contract, is this photographer contract normal, what if we have to postpone, or decode this caterer agreement. Produces a clause decode with 🔴🟡🟢 severity, the cancellation-cost timeline, the questions to ask this vendor, and what's actually negotiable.
- ▌ Migrate Skills Between Libraries · gabrielmoreiraUse when moving skills between library workspaces or upgrading from a personal library to a team library. Export from one workspace, import into another.
- ▌ Baoyu Infographic · gabrielmoreiraGenerate professional infographics with 21 layout types and 21 visual styles. Analyzes content, recommends layout×style combinations, and generates publication-ready infographics. Use when user asks to create "infographic", "visual summary", "信息图", "可视化", or "高密度信息大图".
- ▌ Codebase Inspection · gabrielmoreiraInspect and analyze codebases using pygount for LOC counting, language breakdown, and code-vs-comment ratios. Use when asked to check lines of code, repo size, language composition, or codebase stats.
- ▌ Redteam Recon Intake · gabrielmoreiraRecon intake skill for first contact with a bare domain, URL, or IP address. Use to build an initial recon_profile and provide factual inputs for CVE lookup and attack-path routing.
- ▌ HTML Ppt Zhangzara Creative Mode · gabrielmoreiraA brand visual-identity system reveal for an outdoor label — logo, color, type, and the rules that keep it consistent. Built as a decision-grade design craft deck for brand team, client.
- ▌ HTML Ppt Zhangzara Neo Grid Bold · gabrielmoreiraA designer's portfolio narrative for a senior interview — three case studies, the craft, and the judgment behind each. Built as a decision-grade career deck for hiring panel.
- ▌ HTML Ppt Zhangzara Pin And Paper · gabrielmoreiraA field-biology capstone on urban pollinator decline — the survey design, the data, the contribution, and the caveats. Built as a decision-grade coursework defense deck for faculty reviewers.
- ▌ HTML Ppt Zhangzara Retro Windows · gabrielmoreiraAn IT security-awareness training on spotting phishing — the tells, the drill, and what to do in the first 60 seconds. Built as a decision-grade professional training deck for all employees.
- ▌ HTML Ppt Zhangzara Sakura Chroma · gabrielmoreiraA cherry-blossom-season travel photo essay through Kyoto — the arrival, the peak bloom, and the moment that made the trip. Built as a decision-grade story deck for friends, travel readers.
- ▌ Deck Guizang Editorial · gabrielmoreiraOpenDesign's FY26 marketing plan: brand-to-pipeline — audience, offer, channel mix, and the launch calendar that ties creative to growth. Built as a decision-grade marketing & GTM deck for CMO, growth lead, founder.
- ▌ Huashu Luxe Whitespace · gabrielmoreiraA market-entry study for a luxury skincare brand entering Asia — segmentation, positioning, channel, and the phased plan. Built as a decision-grade consulting deck for client leadership.
- ▌ Webgl Distortion Grain · gabrielmoreiraA vertical gallery (Three.js) where planes bend with scroll velocity, ripple under the cursor via simplex noise, and carry a film grain.
- ▌ Webgl Holographic Foil · gabrielmoreiraA self-contained WebGL2 hero: thin-film interference over a crushed-foil surface whose palette shifts with the viewing angle; move the cursor to tilt the film.
- ▌ Od Share To Community · gabrielmoreiraPackage the user's just-finished work as an OpenDesign plugin without asking for fields the project files already answer, then surface the existing Add-to-My-plugins / Open-Design-PR buttons.
- ▌ Video Template Frame Nyt Graph · gabrielmoreiraUse this plugin when the user wants a "NYT Graph" HyperFrames motion video — Animated data chart in print editorial style
- ▌ Video Template Frame Play Mode · gabrielmoreiraUse this plugin when the user wants a "Play Mode" HyperFrames motion video — Playful elastic animations
- ▌ Video Template Vfx Text Cursor · gabrielmoreiraUse this plugin when the user wants a "VFX Text Cursor" HyperFrames motion video — Cursor light trail, chromatic rays, and directional flares for word-by-word quote reveals in video intros.
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- ▌ Hansei · gabrielmoreiraReflect on the improvement loop itself. Examine the trail, surface recurring findings, blind spots, methodology effectiveness, and what the loop has been ignoring. Meta-improvement - improving the improvement process. USE WHEN: reflect, retrospective, what are we missing, blind spots in the loop, why does this keep recurring, hansei, examine the trail, meta-improvement, loop critique, what hasnt worked, why is the score plateauing.
- ▌ Kaizen · gabrielmoreiraIncremental improvement - diagnose, challenge blind spots, prioritize by impact, implement, verify. The core improvement cycle. Includes diagnostic vocabulary for unevenness, overburden, and waste. USE WHEN: audit, review, rate, improve, make impressive, quality loop, iterate, kaizen, evolve this, what would make this better, ROI analysis, blind spots, what am I missing.
- ▌ Kiroku · gabrielmoreiraEvidence trail management. Start sessions, record decisions during work, close sessions, index decisions, validate trail integrity. The implementation of Observable Autonomy (Principle 2). USE WHEN: start session, record trail, kiroku, audit trail, evidence, close session, validate trail, begin work, observable autonomy, track decisions.
- ▌ Otel Telemetry Emissions · gabrielmoreira bundleVersion-pinned inventory of the telemetry (spans, metrics, logs, attributes) emitted by OpenTelemetry collector components and SDK instrumentation packages. Use when working with a covered component — what it emits at a given version, or how emission changed across versions — and when upgrading a component or SDK version, to see the telemetry after the change.
- ▌ Text File Read · gabrielmoreiraRead a UTF-8 text file and emit its raw content on stdout. Tiny helper for meta-skills that need to round-trip an artefact through disk so the user can hand-edit it between steps (e.g. tweak script.txt during a review pause). Unlike the builtin read_file tool — which returns line-numbered output for model display — this returns bytes verbatim, suitable for downstream parsers.
- ▌ Higgsfield Motion Design · gabrielmoreiraEnd-to-end motion-design / animated-ad creation flow on Higgsfield via the MCP connector. Use when the user wants to create motion design, animate a logo, make a video from an image, build an animated ad or brand promo, turn a product into motion, or says 'make a motion', 'motion design', 'animate this', 'make a video from my logo', 'animated brand', 'motion graphics', 'brand motion', 'kinetic graphics', 'promo video', or 'ad video'. Drives a storyboard-first pipeline: brief → storyboard sheet (GPT Image 2) → video (Seedance 2.0) — an AI-generated pixel video clip. Distinct from higgsfield-motion (the named camera/motion preset library) and from higgsfield-vibe-motion (deterministic Remotion code with crisp text); use vibe-motion instead when the text/logo must stay perfectly crisp, editable, and deployable as code.
- ▌ Design Rationale · gabrielmoreiraWrite rationale connecting decisions to user needs, business goals, and principles. Use when a decision needs defending in writing. For a live conversation, use `design-negotiation`.
- ▌ Loading States · gabrielmoreiraDesign waiting experiences — spinners, skeletons, optimistic updates, and progressive reveal. Use when content takes time to arrive. For the latency budget itself use `doherty-threshold`; for success confirmation use `feedback-patterns`.
- ▌ Test Scenario · gabrielmoreiraWrite realistic usability task scenarios with success criteria and facilitation notes. Use when you have a study and need the tasks. For the surrounding study design, use `usability-test-plan` (design-research).
- ▌ Opportunity Framework · gabrielmoreiraIdentify, score, and prioritise design opportunities against impact and effort. Use when there are more ideas than capacity. For framing the one you choose, use `design-brief`.
- ▌ Stakeholder Alignment · gabrielmoreiraBuild alignment artifacts — responsibility matrices, decision rights, and communication plans. Use when unclear ownership stalls decisions. For persuading in the moment, use `design-negotiation` (designer-toolkit).
- ▌ Analyzing Experiment Precompute Canary · gabrielmoreiraAnalyze the experiment precompute result-consistency canary across prod-US and prod-EU, deep-dive any issues, and produce an actionable report. Sweeps the canary's Prometheus health gauges in both regions, and when anything is unhealthy pulls the structured divergence/failure logs from Loki to reconstruct exactly which (team, experiment, metric) went wrong, by how much, and which class of divergence it is (stability vs correctness, and for correctness whether exposure counts or only values differ). Mechanism-level root cause needs ClickHouse and is out of scope — the skill hands off with precise drill-down steps. Use when the user asks to check / analyze / verify the experiment precompute canary, investigate a canary divergence or alert, or confirm precomputed experiment results are consistent in production. All data comes through the Grafana MCP (Prometheus + Loki) — no payload decryption, no ClickHouse.
- ▌ Analyzing Experiment Query Performance · gabrielmoreiraPull and interpret production experiment query-performance data from the staff-only `/api/debug_ch_queries` endpoints backing the `/experiments/staff` scene: slowest experiment queries, precompute read/build health, and preaggregation cache footprint. Covers prod-US and prod-EU via a `query_performance:read` personal API key, all query params, and response field semantics (exception codes, exposure paths, precompute skip reasons, job states). Use when investigating slow or failing experiment queries, precompute regressions, 307/159/241 errors, preaggregation table growth, or when asked how experiment query performance or the precompute rollout is doing in production.
- ▌ Exploring LLM Traces · gabrielmoreiraDebug and inspect LLM/AI agent traces using PostHog's MCP tools. Use when the user pastes a trace or session URL (e.g. /ai-observability/traces/<id> or /ai-observability/sessions/<id>), asks to debug a trace, figure out what went wrong, check if an agent used a tool correctly, verify context/files were surfaced, inspect subagent behavior, investigate LLM decisions, or analyze token usage and costs. Also use when raw SQL/HogQL against `events.properties.$ai_input` / `$ai_output_choices` returns empty — message content lives only on the dedicated `posthog.ai_events` table.
- ▌ Debugging MCP Analytics · gabrielmoreiraDebug, support, and build PostHog MCP Analytics — product analytics for MCP servers (the `@posthog/mcp` and `posthog.mcp` SDKs plus the mcp_analytics product). Use when MCP analytics data looks wrong or missing ("events aren't showing", "intent clusters are empty", "sessions are missing", "per-tool numbers look wrong"), when writing queries over `$mcp_*` events by hand, or when doing feature work on the SDKs, the dashboard and its query runners, the self-instrumented MCP server, the `wizard mcp-analytics` install command, or the in-app onboarding. Covers the repo map, the `$mcp_*` vocabulary and where each property comes from, the rules that silently corrupt metrics when ignored, the end-to-end pipeline and where each stage breaks, and which repo to change. For reading the data rather than fixing it, prefer the `exploring-mcp-*` and `improving-mcp-tools` skills.
- ▌ Auditing Experiments Flags · gabrielmoreiraAudit PostHog experiments and feature flags for configuration issues, staleness, and best-practice violations. Read when the user asks to audit, health-check, or review experiments or feature flags, check flag hygiene, or verify experiment setup.
- ▌ Writing Streamlit Apps · gabrielmoreiraWrite Streamlit app source code that runs well in a PostHog sandbox — the posthog_apps.query() bridge for reading PostHog data, the packages baked into the sandbox image, caching and session state across Streamlit reruns, layout and chart patterns, and the app.py entry point with any helper modules and data files bundled beside it. Use when authoring or debugging the Python source of a PostHog Streamlit app, when a query inside an app fails, or when asked to "write a streamlit app that shows PostHog data".
- ▌ Promptfoo Provider Setup · gabrielmoreiraConfigure promptfoo providers or redteam targets for hosted models, live HTTP APIs, Python/JavaScript local scripts, agent SDKs, or multi-input systems. Use when connecting promptfoo to the system under test, mapping vars, auth env vars, request bodies, response transforms, or static-code-derived provider wrappers. Do not use for choosing eval assertions or red team plugins unless a smoke test is needed to verify the connection.
- ▌ Typescript Expert · gabrielmoreiraTypeScript expert for type system, generics, utility types, and strict mode patterns
- ▌ Trader Cloud Backtest · gabrielmoreiraRun a heavy neural-trader job (long walk-forward, big Monte-Carlo, parameter sweep, model training) on the Anthropic Managed Agent cloud runtime instead of locally