tonone-ai

Summary

Engineering + Product Teams — 23 Claude Code agents covering engineering and product functions

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#PluginStars

81compat-reconAudit existing API for breaking change risks and missing controls5082contributeContribute a discovery back to the upstream tonone repo — new skill, improved agent prompt, better routing rule. Use when you hit a gap, found a better pattern, or built something reusable that others would benefit from.5083copyContent Designer — UX writing and content design — microcopy, error messages, onboarding, UI content strategy5084copy-auditAudit UX copy in a product or codebase5085copy-reconSurvey all user-facing strings in a codebase5086copy-writeWrite UX copy for a feature, flow, or component5087cortexML/AI engineer — model training, MLOps, feature engineering, LLM integration5088cortex-evalEvaluate model performance — check for accuracy drops, data drift, and error patterns. Use when asked about "model accuracy dropped", "evaluate the model", "check for drift", or "model performance".5089cortex-integrateDesign and implement an AI feature integration — model selection, architecture pattern, system prompt, data flow, error handling, cost estimate. Use when asked to "add AI to this", "LLM integration", "add Claude/GPT", or "AI-powered feature".5090cortex-modelBuild an ML pipeline — from data to trained model to serving endpoint. Use when asked to "build ML model", "train a model", "prediction pipeline", "classification", or "regression".5091cortex-promptBuild a production-ready prompt package — system prompt, few-shot examples, output format, edge case handling, eval criteria. Use when asked to "prompt engineering", "build a prompt", "write a system prompt", or "improve this prompt".5092cortex-reconML reconnaissance — inventory all models, pipelines, data sources, and monitoring. Use when asked "what ML do we have", "model inventory", or "ML assessment".5093crestProduct strategist — roadmap planning, prioritization frameworks, competitive analysis, and market positioning5094crest-competeCompetitive analysis ending in a clear positioning call — where to play, how to win. Use when asked to "analyze competitors", "competitive landscape", "how do we compare to X", "competitive positioning", "where should we play", "find our white space", or "who else does this".5095crest-narrativeStrategic narrative — write a standalone strategy memo that frames product direction, bets, and rationale for a planning horizon. Use when asked to "write a strategy doc", "product vision", "strategic narrative", "company strategy memo", "planning memo", or "explain our product direction".5096crest-okrOKR 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".5097crest-reconStrategic context reconnaissance — read existing roadmaps, OKRs, competitive docs, and briefs to establish context before planning. Use when asked to "understand our strategy", "what's the current roadmap", "what OKRs do we have", "strategic context", or before starting any prioritization or roadmap work.5098crest-roadmapBuild a product roadmap with sequenced bets and explicit tradeoffs. Use when asked to "build a roadmap", "prioritize the backlog strategically", "what do we build next quarter", "sequence our bets", "what should we focus on", or "product strategy for the next N months".5099cutIllustration & Icon Designer — Illustration and icon design — custom assets, icon systems, SVG optimization50100cut-iconDesign an icon system spec or audit existing icons50101cut-illustrateSpec or critique custom illustrations50102cut-reconAudit existing icons and illustrations in a codebase50103data-science-teamData Science Team bundle — 10 agents: Cast, Feat, Fit, Score, Drift, Vect, Tune, Plot, Clean, Eval50104dealRevenue & sales engineer — B2B pipeline, deal strategy, pricing, sales playbooks, and enterprise closing50105deployAI Operations Team — Deploy: Model serving, inference APIs, blue/green deploys, rollback, and canary releases for production ML.50106deploy-canaryPlan and execute canary releases for model updates — traffic splitting, rollback triggers, success metrics.50107deploy-reconAudit current model deployment topology — serving config, latency profile, version inventory.50108deploy-serveDesign and configure model serving infrastructure — endpoint scaling, batching, GPU allocation.50109design-teamDesign Team bundle — 10 agents: Hue, Grid, Glyph, Move, Wire, Mark, Cut, Axe, Tone, Copy50110devx-teamDeveloper Experience Team bundle — 10 agents: Guide, Sample, Mock, Schema, Port, Change, Onboard, Bench, Compat, Gate50111draftUX designer — user flows, information architecture, wireframes, and interaction design50112draft-flow|50113draft-iaInformation architecture — design navigation structure, content hierarchy, sitemap, and taxonomy for a product or feature set. Use when asked to "organize the navigation", "information architecture", "how should content be structured", "sitemap", "nav redesign", "where should X live", or "content hierarchy".50114draft-landing|50115draft-patterns|50116draft-reconUI and UX reconnaissance — scan existing frontend routes, components, navigation, and flows to understand the current UX state before designing. Use when asked to "understand the current UI", "what UX patterns exist", "map the navigation", "what screens exist", or before starting any flow or wireframe work.50117draft-reviewUsability review — evaluate an existing flow or UI against usability heuristics, flag friction points, and recommend fixes. Use when asked to "review the UX", "usability audit", "what's wrong with this flow", "UX feedback", "critique this design", or "why are users dropping off here".50118draft-wireframeText and Mermaid wireframes — produce screen-level layouts with content hierarchy, component placement, and interaction annotations. Use when asked to "wireframe this", "sketch the UI", "layout for this screen", "lo-fi mockup", "screen design", or "what should this page look like".50119driftML Monitoring Engineer — ML monitoring — data drift, concept drift, model degradation, production ML health50120drift-alertDesign drift alerts and escalation50