ConcertoNotes
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- ▌ Control Power Vs Simplicity · concertonotes bundleApply layered control — designing interfaces that serve novice and expert users in the same product without forcing one audience into the other's interface. Use when building products that span experience levels (most consumer software, most professional tools used occasionally), choosing between "simple by default" and "powerful by default," or deciding what to expose vs. hide behind progressive disclosure. The skill is creating a default surface that suffices for novices and a depth surface that doesn't intimidate them but is fully present for experts.
- ▌ Figure Ground Relationship · concertonotes bundleApply the Gestalt principle of Figure-Ground Relationship — the perceptual separation of what's perceived as the figure (the focus, the object) from the ground (the surrounding context). Use when designing modals, overlays, focus states, hero elements, hover treatments, layered interfaces, or any context where one element should clearly stand forward against everything else. The user's perception always sorts the visual field into figure and ground; designs that reinforce the desired sorting feel clear, while designs that fight it feel confusing.
- ▌ Accessibility Understandable · concertonotes bundleUse this skill when the question is whether users can *understand* the UI — predict its behavior, recover from errors, comprehend its labels and copy. Trigger when writing form labels and error messages, when designing flows with surprising state changes, when picking microcopy for the destructive moments, or when reviewing a UI that "works correctly but confuses people." Covers WCAG Principle 3 (Understandable). Sub-aspect of `accessibility`; read that first if you haven't already.
- ▌ Iteration Prototype Fidelity · concertonotes bundleUse this skill when picking the appropriate prototype fidelity for an iteration cycle — sketches vs. wireframes vs. clickable Figma vs. code prototypes vs. production beta. Trigger when planning a research session, when a project is over- or under-investing in prototypes, or when the prototype fidelity is mismatched to the question being asked. Sub-aspect of `iteration`; read that first.
- ▌ Alignment Text And Numerics · concertonotes bundleUse this skill when designing text-alignment and numeric-alignment decisions — choosing between left, right, center, and justified text; right-aligning numeric columns in tables; aligning labels relative to inputs; handling decimal alignment for currency. Trigger when laying out body content, designing tables with mixed types, or fixing alignment issues in dense data displays. Sub-aspect of `alignment`; read that first.
- ▌ Form Follows Function As Axiom · concertonotes bundleUse this skill when applying the descriptive form-follows-function interpretation — functional clarity as a source of aesthetic quality. Trigger when designing tools, dashboards, or instrumental surfaces where every element should earn its presence. Sub-aspect of `form-follows-function`; read that first.
- ▌ Color Accessibility And Mode · concertonotes bundleUse this skill when designing color systems that must satisfy accessibility requirements, work in both light and dark modes, support high-contrast preferences, and remain meaningful for users with color blindness or low vision. Trigger when picking text colors, designing for global compliance (WCAG, EAA, ADA), supporting dark mode, or auditing an existing palette for accessibility. Sub-aspect of `color`; read that first.
- ▌ Legibility Typeface And Size · concertonotes bundleApply typeface and size choices for legibility — picking the right typeface for the use case (display, body, code, UI) and sizing it appropriately for the rendering context. Use when designing a type system for a product, choosing a brand typeface, evaluating an existing typeface against rendering conditions, picking sizes for body, headings, captions, code, or UI elements. The two most fundamental legibility decisions; everything else (contrast, spacing) is layered on top.
- ▌ Readability Rhythm And Prose · concertonotes bundleApply paragraph rhythm and prose-level readability — calibrating leading, paragraph spacing, subheading frequency, and visual breathing room so that long-form text reads smoothly without fatigue. Use when designing article layouts, documentation, reports, transcripts, or any context with sustained prose. Beyond line length and legibility, the rhythm of prose layout — the rest points provided by paragraph breaks, the hierarchy provided by subheadings, the breathing room provided by margins — determines whether readers stay engaged with long content.
- ▌ Expectation Effect Design Cues · concertonotes bundleApply in-product expectation cues — typography, animation, spacing, copy tone, micro-interactions, and visual register that signal "this is the kind of product you're using" within seconds of opening it. Use when designing the first-screen experience, picking a typography system, deciding loading-state behavior, choosing animation timing, or polishing the surface details that telegraph product quality. Surface cues set expectations for the whole session and create halo effects (positive or negative) that color every later interaction. Small surface details have outsized impact on perceived overall quality.
- ▌ Fitts Law Pointer Acceleration · concertonotes bundleUse this skill when the question involves cursor speed, pointer acceleration curves, or interaction with input devices that vary in precision (mouse, trackpad, stylus, touchscreen, eye-tracking). Trigger when designing for varied input devices, building drag interactions, designing scrubbers / sliders / handles, or analyzing why a UI feels "fiddly." Sub-aspect of `fitts-law`; read that first if you haven't already.
- ▌ Factor Of Safety Content Stress · concertonotes bundleUse this skill when designing UI to survive content extremes — long names, big numbers, multi-line addresses, missing images, internationalized strings, dense data. Trigger when reviewing a design against worst-case content, when bug reports show layouts breaking on real data, or when picking content limits and validation rules. Sub-aspect of `factor-of-safety`; read that first.
- ▌ Factor Of Safety Failure Margin · concertonotes bundleUse this skill when planning capacity, redundancy, graceful degradation, or recovery for systems that must keep working under stress — performance budgets, dependency failure handling, retry logic, error budgets, infrastructure capacity. Trigger when scoping infrastructure, designing error-handling architecture, planning for failure modes, or reviewing reliability incidents. Sub-aspect of `factor-of-safety`; read that first.
- ▌ Iteration Design Vs Development · concertonotes bundleUse this skill when reviewing where in the project lifecycle iteration is happening — desirable iteration during design vs. costly rework during development. Trigger when a project keeps slipping due to "design changes during build," when scoping how much design work to do before engineering begins, or when retrospectives reveal that issues were caught too late. Sub-aspect of `iteration`; read that first.
- ▌ Scaling Interaction Assumptions · concertonotes bundleVerify and design for user-base scaling — broader audiences, more diverse use cases, more edge cases, behaviors that weren't anticipated. Use when launching to a new market, scaling from beta to GA, expanding from one team to a company, or any context where the user population is growing or changing. Interaction scaling is often harder than load scaling because it surfaces design assumptions that worked for the original audience but fail for a broader one.
- ▌ 80 20 Feature Prioritization · concertonotes bundleUse this skill when scoping a roadmap, prioritizing features, planning an MVP, or deciding what to ship and what to defer. Trigger when the user asks "what should we build next?", "is this feature worth it?", "should we ship feature X?", or when reviewing a feature backlog. Sub-aspect of `80-20-rule`; read that first.
- ▌ Iconic Arbitrary And Symbolic · concertonotes bundleApply arbitrary and symbolic icon design — using forms with no inherent meaning that depend on convention to communicate (the hamburger menu, the kebab menu, the AI sparkle, app brand-mark icons). Use when a function has no clear visual referent, when working within a domain that has its own icon vocabulary, when establishing or following a convention, or when evaluating whether a convention is strong enough to support icon-only treatment. Arbitrary icons require prior learning to work; the skill is calibrating when to follow a convention vs. when to label.
- ▌ Feedback Loop States And Latency · concertonotes bundleUse this skill when designing the visible states an interactive element passes through (idle / pending / success / error) and matching feedback timing to the user's perceptual thresholds. Trigger when designing button states, form-submit flows, file-upload progress, loading screens, or any interaction whose response time is variable. Sub-aspect of `feedback-loop`; read that first.
- ▌ Forgiveness Undo And Soft Delete · concertonotes bundleUse this skill when designing reversibility — undo systems, soft delete, archive-with-recovery, version history, "Undo Send" patterns, and any mechanism that lets a user step back from an action they regret. Trigger when designing destructive actions you want to be safe rather than friction-heavy, when picking between confirmation dialogs and undo toasts, when defining recovery windows, or when planning version-history features. Sub-aspect of `forgiveness`; read that first.
- ▌ Legibility Contrast And Spacing · concertonotes bundleApply contrast and spacing for legibility — calibrating color contrast between text and background, character tracking, and line leading so a chosen typeface and size actually render legibly. Use when picking text colors, choosing background colors that will carry text, evaluating accessibility against WCAG, fine-tuning typography for production rendering, or auditing why text "looks designed" but is hard to read. Even a perfect typeface at the right size will fail if contrast is too low, tracking too tight, or leading too cramped.
- ▌ Wayfinding Search And Recovery · concertonotes bundleUse this skill when designing search as the universal wayfinding recovery, or when designing for users who got lost — 404 pages, "results not found," "you've reached an unexpected page," empty states that should orient, and any moment where the user's mental map has failed and the system must repair it. Trigger when designing global search, command palette, error pages, or recovery flows. Sub-aspect of `wayfinding`; read that first.
- ▌ Feedback Loop Positive Vs Negative · concertonotes bundleUse this skill when designing system architecture or product mechanics that involve feedback loops at a higher level than UI state — recommendation engines, gamification, growth mechanics, engagement systems, or any system where one user action affects subsequent actions in compounding or stabilizing ways. Trigger when designing growth loops, retention features, or system dynamics; when reviewing a feature for unintended consequences; when discussing engagement vs. wellbeing tradeoffs. Sub-aspect of `feedback-loop`; read that first.
- ▌ Figure Ground Overlays And Modals · concertonotes bundleApply figure-ground separation specifically for overlays — modals, dialogs, drawers, popovers, dropdowns, toasts. Use when designing or auditing the moments when a UI element appears over the underlying page and needs to clearly come forward. The most common figure-ground design problem; getting it right means users naturally focus on the overlay, getting it wrong means modals blur into the page or feel jarring.
- ▌ Recognition Pickers And Palettes · concertonotes bundleUse this skill when designing pickers, dropdowns, comboboxes, autocompletes, command palettes, or any UI that lets the user select from a known set. Trigger when picking between a free-text field and a select; when designing a command palette; when reviewing why users keep typing wrong values into autocomplete inputs. Sub-aspect of `recognition-over-recall`; read that first.
- ▌ Form Follows Function Success Criteria · concertonotes bundleUse this skill when the team is in a form-vs-function debate and needs to step back to define what "success" actually means for the design. Trigger when stakeholders disagree about visual treatment, when a design feels off and no one can articulate why, or when reviewing a design against an unclear brief. Sub-aspect of `form-follows-function`; read that first.
- ▌ Mental Model System Vs Interaction · concertonotes bundleUse this skill when distinguishing the two mental-model types — system models (how the user thinks the system works) and interaction models (how the user thinks they should use it). Trigger when designing onboarding (which model to teach), reviewing user confusion (which model is wrong), or building documentation (which model to explain). Sub-aspect of `mental-model`; read that first.
- ▌ Wayfinding Breadcrumbs And Context · concertonotes bundleUse this skill when designing the orientation chrome that tells users where they are — breadcrumbs, current-page indicators, page titles, header context, "you are here" markers, parent-link affordances. Trigger when designing a multi-level IA, when users complain "I lost track of where I was," when reviewing whether to add or remove a breadcrumb, or when picking between navigation patterns for hierarchical content. Sub-aspect of `wayfinding`; read that first.
- ▌ Recognition Recents And Suggestions · concertonotes bundleUse this skill when designing surfaces that accelerate repeat tasks through recents, frequently-used items, and contextual suggestions. Trigger when designing pickers used repeatedly, command palettes, navigation that should adapt to user behavior, or any surface where a returning user shouldn't have to retype their frequent destinations. Sub-aspect of `recognition-over-recall`; read that first.
- ▌ Mental Model Mismatch And Onboarding · concertonotes bundleUse this skill when designing onboarding, when diagnosing why users keep getting confused, when migrating users from one product convention to another, or when the system genuinely differs from familiar comparable products. Trigger when the user mentions "users don't get it," "we keep getting the same support tickets," or "this is a new pattern they need to learn." Sub-aspect of `mental-model`; read that first.
- ▌ Forgiveness Confirmation And Prevention · concertonotes bundleUse this skill when the user must commit to an irreversible or high-stakes action and reversibility isn't enough — confirmation dialogs, type-to-confirm patterns, password re-entry, two-step authentication for destructive actions, and structural prevention that makes the wrong action impossible. Trigger when designing destructive flows for genuinely-irreversible commitments, when reviewing confirmation fatigue, or when picking between a single confirm dialog and a multi-step verification. Sub-aspect of `forgiveness`; read that first.
- ▌ Wayfinding Physical Spatial Metaphors · concertonotes bundleUse this skill when deciding whether (and how) to borrow physical-world wayfinding metaphors for software — rooms, doors, paths, maps, landmarks. Trigger when designing app shells with multiple "spaces," when picking metaphors for navigation (workspace, channel, board, project), when reviewing skeuomorphic vs. flat navigation choices, or when the user mentions "feels like a maze" or "where's the front door of this app." Sub-aspect of `wayfinding`; read that first.
- ▌ Prototyping Concept Throwaway Evolutionary · concertonotes bundleUse this skill when picking which kind of prototype to build for the question at hand — concept (exploratory), throwaway (testing one specific aspect), or evolutionary (incremental toward final). Trigger when planning a research method, when scoping a technical spike, or when deciding whether an MVP should evolve or be thrown away. Sub-aspect of `prototyping`; read that first.
- ▌ Progressive Disclosure Defaults And Tucking · concertonotes bundleUse this skill when deciding *what to surface* and *what to tuck* — the editorial choices behind progressive disclosure. Trigger when laying out a settings page, picking which form fields to show by default, deciding whether a section starts collapsed or open, or arguing about whether a feature deserves primary chrome or belongs in "Advanced." Sub-aspect of `progressive-disclosure`; read that first.
- ▌ Progressive Disclosure Disclosure Affordances · concertonotes bundleUse this skill when picking the *mechanism* for revealing tucked content — accordion vs. modal vs. tab vs. separate page vs. tooltip. Trigger when designing the UI for "More options," picking between an inline accordion and a side sheet, deciding whether a wizard step should be a modal or a separate page, or reviewing whether existing disclosure affordances are doing their job. Sub-aspect of `progressive-disclosure`; read that first.
- ▌ IOS Debugger Agent · concertonotes bundleBuild, run, and debug iOS apps on Simulator with XcodeBuildMCP. Use when launching an app, inspecting simulator UI or logs, or diagnosing runtime behavior.
- ▌ IOS Memgraph Leaks · concertonotes bundleCapture and inspect iOS leaks and memgraphs. Use when debugging leaked objects, retain cycles, memory growth, or before/after leak evidence.
- ▌ Swiftui Patterns · concertonotes bundleBuild macOS SwiftUI scenes and components with desktop patterns. Use when shaping windows, commands, toolbars, settings, split views, or inspectors.
- ▌ Catalyst By Zoho · concertonotes bundleExpert coding assistant for Catalyst by Zoho — full-stack serverless cloud platform. Trigger on any mention of Catalyst, zcatalyst, AppSail, Data Store, ZCQL, Cache, Stratus, Circuits, SmartBrowz, ConvoKraft, Slate, Signals, Pipelines, QuickML, NoSQL, Job Scheduling, Zia Services, CodeLib, API Gateway, Connections, Zoho MCP, CatalystbyZoho, catalyst init/deploy/serve, zcatalyst-sdk-node, or catalyst-config.json. Covers all 7 function types, full service catalog, architectural guidance, and Zoho MCP tool-based resource management. Also trigger on migration/comparison with AWS Lambda, S3, DynamoDB, Vercel, Netlify, Supabase, Firebase, Heroku, Cloud Run, Cloudflare R2, Railway. Trigger on Catalyst pricing, cost estimation, or "create tables for me", "set up the database", "deploy to Catalyst", "build on Zoho's platform", or "is Catalyst like Firebase". Do NOT use for generic Zoho CRM questions unless Catalyst is the target.
- ▌ Deep Security Scan · concertonotes bundleUse when the user asks for a deep, exhaustive, multi-pass, or variance-reducing repository-wide or scoped-path Codex Security scan. Run repeated independent discovery passes over one resolved scope with worker-specific threat models, semantically merge candidates, synthesize one canonical validation threat model, then run validation, attack-path analysis, canonical JSON completion, and generated reporting once. Do not use for PRs, commits, branch diffs, or working-tree diffs.
- ▌ Security Diff Scan · concertonotes bundleUse when the user asks for a security review of a pull request, commit, branch diff, working-tree patch, or other Git-backed change set.
- ▌ Metric Diagnostics · concertonotes bundleDiagnose why a metric changed or differs from expectation by reproducing the metric, choosing the right comparison, validating likely drivers, and producing a calibrated explanation. Use when the user needs to understand what drove a metric movement, anomaly, gap, or discrepancy.
- ▌ Comps Valuation · concertonotes bundleProduce Public Equity Investing comparable-company valuation in report or workbook mode. Use for peer selection, multiple analysis, valuation read-throughs, implied prices, comps dashboards, Excel or Sheets comps, refreshable peer tables, model updates, and comps workbook QA. Do not use for DCF-only, credit-security, or generic market commentary requests.
- ▌ Idea Generation · concertonotes bundleUse when triaging public-equity idea candidates. Do not use for final trade recommendations, pitches, memos, or models.
- ▌ Web 3d Asset Pipeline · concertonotes bundlePrepare and optimize browser-game 3D assets. Use when the user asks for GLB or glTF shipping work, including Blender cleanup and export, collision or LOD setup, compression, texture packaging, and runtime validation.
- ▌ Chebi Skill · concertonotes bundleSubmit compact ChEBI 2.0 API requests for chemical search, compound lookup, ontology traversal, and structure metadata. Use when a user wants concise ChEBI summaries
- ▌ Civic Skill · concertonotes bundleSubmit compact CIViC GraphQL requests for cancer variant interpretation schema inspection and targeted evidence retrieval. Use when a user wants concise CIViC summaries
- ▌ Pride Skill · concertonotes bundleSubmit compact PRIDE Archive API requests for proteomics project discovery and project-level metadata. Use when a user wants concise PRIDE summaries
- ▌ Ngs Atacseq Peaks Qc · concertonotes bundleRun or plan ATAC-seq QC, alignment, TSS enrichment, fragment-size, blacklist, peak-calling, consensus peak, and differential accessibility workflows.
- ▌ Outlook Calendar · concertonotes bundleHandle Outlook Calendar workflows, including delegated/shared calendar writes. Use when the user asks for schedule understanding, availability checks, meeting scheduling, intelligent rescheduling, meeting prep, reminder updates, RSVP responses, recurring maintenance, travel coordination, deadline planning, or safe create, update, reschedule, respond, attach, delete, or cancel changes with timezone-aware event times and attendee validation.
- ▌ Render Migrate From Heroku · concertonotes bundleMigrate from Heroku to Render by reading local project files and generating equivalent Render services. Triggers: any mention of migrating from Heroku, moving off Heroku, Heroku to Render migration, or switching from Heroku. Reads Procfile, dependency files, and app config from the local repo. Optionally uses Heroku MCP to enrich with live config vars, add-on details, and dyno sizes. Uses Render MCP or Blueprint YAML to create services.
- ▌ Slack Channel Summarization · concertonotes bundleSummarize activity from one Slack channel and return a concise recap, post-ready update, or summary doc.
- ▌ Teams Channel Summarization · concertonotes bundleSummarize activity from one Microsoft Teams channel or one scoped Teams conversation and return a concise recap or post-ready follow-up.
- ▌ Subagent Driven Development · concertonotes bundleUse when executing implementation plans with independent tasks in the current session
- ▌ Getting Started · concertonotesCoach the user through AgiFlow project management and route them to the right workflow (plan/groom/execute/review). Use when the user is new to AgiFlow, asks 'where do I start', or wants a workflow overview. Invoked as /agiflow:getting-started; also triggers on AgiFlow onboarding intent. Uses get_project_detail, list_work_units, list_tasks, list_members.
- ▌ Skill Doc Delivery · concertonotes bundleConvert markdown to DOCX, PPTX, XLSX, PDF office documents — use when you need exportable deliverables
- ▌ Codex Auth Setup · concertonotesInstall or refresh codex-multi-auth for the official Codex CLI, run first login, and verify account health and routing.
- ▌ AI Agent Bench · concertonotes bundleUse when the user wants to benchmark or compare AI agents (Claude Code, Codex, OpenCode) on a refactoring, perf, or code-change task in the current repo. Use when user says compare agents, benchmark Claude vs Codex, agent eval, measure agent, AI agent comparison, agent trial, /ai-agent-bench.
- ▌ Best Practices · concertonotes bundleUse when the user wants state-of-the-art knowledge, best practices, or evidence-based analysis of ANY topic — technology, health, fitness, nutrition, finance, design, psychology, architecture, productivity, learning, or any field where humanity has accumulated knowledge. Use when user says best practices, state of the art, most effective, optimal, evidence-based, how should I, what's the best way to, pros and cons, comparison, or /best-practices.
- ▌ Typescript Dev · concertonotes bundleTypeScript development. Use for TypeScript, Node.js, Express, Fastify, Zod, vitest, jest. Backend, CLI, libraries only — no frontend frameworks.
- ▌ Agent Introspection · concertonotesLoop-breaking self-diagnosis. Use when 3+ consecutive failures occur, circular retries persist, or context overwhelms the session.
- ▌ Frappe Customization · concertonotesFrappe customization-surface guidance covering Custom Field, Property Setter, Client Script, Server Script, Workspace, Web Page, Page, Print Format, Report, Dashboard, Workflow, Role, Notification, Webhook, and related builder/admin DocTypes. Use when choosing or changing Frappe customization layers.
- ▌ Presigned Uploads · concertonotesUse when the user has files larger than ~50 MB to extract via the cloud, or when base64-encoding the body would be wasteful. Covers the three-step presign / PUT / confirm flow against POST /v1/uploads/presign and POST /v1/uploads/confirm.
- ▌ Automating The Browser · concertonotesUse when extracting a page needs scripted interaction first — click, type, press a key, scroll, wait, screenshot, or run JS before capturing the DOM. Covers `kreuzcrawl interact <url> --actions` with the real action schema, result shape, limits, and external-CDP options.
- ▌ Batch Product Research · concertonotesCodex-native batch Amazon keyword research using LaunchFast MCP. Use when the user wants a ranked comparison across many keywords and optionally wants HTML and CSV artifacts written to disk.
- ▌ B2b Reach Engineering · concertonotesBuild B2B reach systems that make a defined market aware of the company through named accounts, real buyers, controlled delivery channels, and first-touch saturation. Use when the right market may not know the company exists, outbound gets little signal, brand awareness is vague, the target market is too broad, or the team needs a concrete account list and reach plan.
- ▌ B2b Trust Engineering · concertonotesEngineer B2B buyer trust by reducing perceived risk, stacking relevant proof, simplifying next steps, and designing sales calls to confirm confidence rather than persuade from scratch. Use when qualified buyers take calls, request proposals, start trials, or show interest but then stall, ghost, choose safer incumbents, or hesitate because proof, certainty, process, or risk reversal is weak.
- ▌ Django DB Performance · concertonotes bundleDiagnose and improve slow Django database-backed endpoints with evidence-first profiling, query-plan review, index selection, ORM loading fixes, batching, database-side computation, materialized views, and pagination choices. Use when a Django view, API, job, report, queryset, or database query is slow and the right optimization path is not obvious.
- ▌ Django Test Profiling · concertonotes bundleProfile and measure slow Django test suites with Django's runner, pytest-django, shell timing, py-spy, cProfile, pytest durations, and profiler visualizations. Use when a Django project has slow tests, unclear test-runtime bottlenecks, CI timing problems, startup overhead, database setup overhead, or a request to find the slowest tests before optimizing.
- ▌ Game Mechanics Design · concertonotes bundleDesign, inspect, or repair game mechanics, core loops, rules, goals, actions, state, chance, secrets, skills, and emergent dynamics. Use when building gameplay systems, combat, puzzles, progression, simulations, board/card mechanics, or any feature where rules create player behavior.
- ▌ Rust API Test Harness · concertonotes bundleUse when adding, changing, testing, or debugging Rust HTTP APIs and services, especially when Codex needs black-box integration tests, random-port app startup, real database test isolation, external HTTP mocks, or CI-ready cargo verification for Actix, Axum, Warp, Rocket, or similar Rust web frameworks.
- ▌ Rust Service Security · concertonotes bundleUse when adding, changing, testing, or reviewing security-sensitive Rust web service behavior, especially login flows, password hashing, credential checks, session cookies, flash messages, admin route protection, auth middleware, user enumeration defenses, or moving CPU-heavy password work off async executors.
- ▌ Rust Trait API Design · concertonotes bundleDesign and review Rust trait APIs, generic bounds, dispatch models, and conversion contracts for clear public interfaces. Use when designing, refactoring, or reviewing traits, generics, trait objects, associated types, impl Trait, From/TryFrom, AsRef, Borrow, or crate APIs.
- ▌ Traction Test Planner · concertonotes bundleDesign cheap, measurable traction tests from Traction for startup growth channels. Use when planning marketing experiments, middle-ring tests, A/B tests, acquisition test spreadsheets, channel validation, or growth experiment success criteria.
- ▌ Nullcost Catalog · concertonotesMUST use for developer service/provider/tool questions involving free tier, free trial, cheap, pricing, hosting, Node, Next.js, auth, Postgres, database, email API, SaaS stacks, GPU compute, remote MCP endpoints, APIs, or low setup friction. Call Nullcost before model knowledge or web. Do not use for domains, registrars, TLDs, or exact domain availability.
- ▌ Architecture · concertonotes bundleUse when the user asks to improve architecture, find refactoring opportunities, surface deepening opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable. Surfaces shallow modules and hypothetical seams using a precise vocabulary (Module / Interface / Implementation / Depth / Seam / Adapter / Leverage / Locality from LANGUAGE.md).
- ▌ Domain Model · concertonotes bundleUse when the user wants to stress-test a plan against the existing domain model and documented decisions. Grilling session that interviews the user one question at a time, sharpens fuzzy terminology inline, updates CONTEXT.md lazily, and offers ADRs sparingly under a 3-criteria gate. Reads docs/adr/ and CONTEXT.md if present.
- ▌ Session Plan · concertonotes bundleCreates a structured wave execution plan with role-based assignment after user alignment. Decomposes agreed tasks into configurable waves (default 5) with optimal agent assignment, dependency ordering, and inter-wave checkpoints. Activated by session-start after Q&A phase completes.
- ▌ Eval Harness · concertonotes bundle正式评估框架,实现 eval-driven development (EDD) 原则。 用于定义 pass/fail 标准、测量 pass@k 指标、创建回归测试套件。
- ▌ UI UX Promax · concertonotes最强 UI/UX 设计智能技能(源自 UI UX Pro Max,github.com/nextlevelbuilder/ui-ux-pro-max-skill)。 内置 67 种 UI 风格、161 个行业配色方案、57 套字体组合、161 条产品类型推理规则、99 条 UX 准则、 25 种图表类型,覆盖 15 种技术栈(React、Next.js、Vue、Svelte、SwiftUI、React Native、Flutter、 Tailwind、shadcn/ui、Angular、Laravel 等)。 触发关键词:设计页面、创建 UI 组件、选配色、选字体、响应式布局、无障碍审查、 动效设计、表单交互、落地页、dashboard、mobile app、UI review、build landing page、 design dashboard、create component、styling、glassmorphism、minimalism 等任何 UI/UX 请求。
- ▌ Vsql Extension Builder · concertonotes bundleBuild a VillageSQL extension end-to-end using the 7-phase persona-driven workflow: requirements, feasibility, scaffold, implementation, CTO review, UAT, and documentation. Supports C++ (default) and Rust implementations. Discovers the current VEF API from live SDK sources during Phase 1 feasibility and Phase 2 bootstrap — no hardcoded API names. Works from any directory.
- ▌ Swiftui UI Patterns · concertonotes bundleBuild and refactor SwiftUI UI with component patterns and examples. Use when shaping navigation, state, layouts, controls, or screen composition.
- ▌ Window Management · concertonotes bundleCustomize macOS SwiftUI windows and scene behavior. Use when tuning window chrome, drag regions, placement, restoration, launch behavior, or borderless windows.
- ▌ Deepnote Notebook Editing · concertonotesUse when creating Deepnote projects or notebooks, adding or updating blocks or cells, moving existing blocks, scaffolding notebook content, inserting SQL/code/markdown/input blocks, or otherwise editing notebook structure through the Deepnote app tools.
- ▌ Earnings Preview · concertonotes bundleUse when preparing full pre-earnings preview reports with executive summary, expectation bar, guidance credibility, KPI dashboard, scenarios, and call questions. Do not use after results or for short summaries unless the user explicitly asks for a summary/short version.
- ▌ Long Short Pitch · concertonotes bundleUse when building PM-facing Public Equity Investing trade pitches, including sparse-context or partial-section requests. Do not use for formal memos; use memo-builder.
- ▌ React Three Fiber Game · concertonotes bundleBuild React-hosted 3D browser games with React Three Fiber. Use when the user wants pmndrs-based scene composition, shared React state, and 3D HUD integration inside a React app.
- ▌ Google Drive Comments · concertonotes bundleWrite, reply to, and resolve Google Drive comments on Docs, Sheets, Slides, and Drive files with evidence-backed location context. Use when the user asks to leave comments, review a file with comments, respond to comment threads, or resolve Drive comments.
- ▌ Website To Hyperframes · concertonotes bundleCapture a website and create a HyperFrames video from it. Use when: (1) a user provides a URL and wants a video, (2) someone says "capture this site", "turn this into a video", "make a promo from my site", (3) the user wants a social ad, product tour, or any video based on an existing website, (4) the user shares a link and asks for any kind of video content. Even if the user just pastes a URL — this is the skill to use.
- ▌ Chembl Skill · concertonotes bundleSubmit compact ChEMBL API requests for activity, molecule, target, mechanism, and text-search endpoints. Use when a user wants concise ChEMBL summaries
- ▌ Encode Skill · concertonotes bundleSubmit compact ENCODE REST API requests for object lookups, portal-style search, and metadata retrieval. Use when a user wants concise ENCODE summaries
- ▌ Mgnify Skill · concertonotes bundleSubmit compact MGnify API requests for microbiome studies, samples, and biome metadata. Use when a user wants concise MGnify summaries
- ▌ String Skill · concertonotes bundleSubmit compact STRING API requests for network, interaction partner, and enrichment endpoints. Use when a user wants concise STRING summaries
- ▌ Dashboard Expert · concertonotes bundleFull CRUD and analysis for Mixpanel dashboards. Use when the user asks to build, create, analyze, read, understand, explain, modify, update, enhance, or manage dashboards, or asks about dashboard layout, text cards, or report arrangement. Covers dashboard analysis (read + understand existing), creation (new builds), modification (update existing), and explanation (data-driven annotation).
- ▌ Ngs Epigenomics Peaks · concertonotes bundleDispatch ATAC-seq, ChIP-seq, CUT&RUN, or CUT&Tag requests to assay-specific QC, alignment, signal-track, peak-calling, consensus, and differential peak workflows.
- ▌ Notion Meeting Intelligence · concertonotes bundlePrepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.
- ▌ Sharepoint Spreadsheets · concertonotes bundleEdit SharePoint-hosted spreadsheet files while preserving workbook structure, formulas, and formatting. Use when the user wants to update a real spreadsheet in SharePoint rather than summarize extracted sheet text.
- ▌ Shopify Storefront GRAPHQL · concertonotes bundleUse for custom storefronts requiring direct GraphQL queries/mutations for data fetching and cart operations. Choose this when you need full control over data fetching and rendering your own UI. NOT for Web Components - if the prompt mentions HTML tags like <shopify-store>, <shopify-cart>, use storefront-web-components instead.
- ▌ Establishing Project Context · concertonotes bundleUse when entering a project for the first time, or when the user asks to establish shared language, define domain terms, or create a project glossary.
- ▌ Backlog Grooming · concertonotesGroom Planning tasks: verify readiness, prioritize, promote to Todo, and group into 3-8 task work units. The only gate from Planning to Todo. Invoked as /agiflow:backlog-grooming. Uses list_tasks, update_task, reorder_tasks, batch_create_work_units, list_work_units.
- ▌ Chrome Performance · concertonotesUse Chrome DevTools MCP for frontend performance work such as slow page loads, LCP, CLS, INP, Lighthouse regressions, scripting hotspots, or layout thrash. Trigger when the user asks for page speed analysis, Core Web Vitals debugging, trace-based investigation, or before-and-after performance verification.