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Claude Skills by tonone-ai
github.com/tonone-ai918 skills5 installs963 views
- Draft 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.Votes: 0GitHub stars: 71
- Draft 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".Votes: 0GitHub stars: 71
- Draft WireframeWireframe a screen — text/ASCII by default, or hand-drawn HTML when the user says "sketch", "hand-drawn", "lo-fi HTML", "whiteboard", "graph paper", or "visual wireframe". Text mode produces a buildable ASCII spec Form and Prism can act on. HTML mode produces a single self-contained file with graph-paper background, marker headlines, sticky-note annotations, and hatched chart placeholders — looks like a designer's whiteboard, commits to nothing.Votes: 0GitHub stars: 71
- Drift AlertDesign drift alerts and escalation — thresholds, runbooks, and retrain triggers.Votes: 0GitHub stars: 71
- Drift MonitorDesign a drift monitoring system for a production ML model.Votes: 0GitHub stars: 71
- Drift ReconAudit existing ML monitoring — find gaps in drift coverage and missing alerts.Votes: 0GitHub stars: 71
- Echo FeedbackFeedback synthesis — cluster support tickets, NPS verbatims, app store reviews, and churn surveys by theme, separate signal from noise, and produce an actionable insight report. Use when asked to "synthesize this feedback", "analyze support tickets", "what are users complaining about", "NPS analysis", "churn feedback synthesis", or "what's the feedback telling us".Votes: 0GitHub stars: 71
- Echo InterviewRun a user interview — produce an interview guide and synthesize the output into an actionable insight report. Use when asked to "run a user interview", "synthesize these interview notes", "what do users actually want", "build a persona from this feedback", "find the JTBD in these transcripts", or "analyze this interview data".Votes: 0GitHub stars: 71
- Echo JobsJobs-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".Votes: 0GitHub stars: 71
- Echo ReconUser research reconnaissance — survey existing personas, research docs, interview notes, and feedback artifacts to establish what is already known about users. Use when asked to "what research exists", "review existing personas", "what do we know about our users", or before starting new research or synthesis work.Votes: 0GitHub stars: 71
- Echo SegmentUser segmentation and persona creation from mixed data sources — analytics, CRM, support tickets, reviews, or any combination. Use when asked to "build personas", "who are our users", "segment our users", "create user profiles", "define user archetypes", or "who is the target user".Votes: 0GitHub stars: 71
- Edge CdnDesign a CDN configuration — caching rules, TTLs, and origin shield setup.Votes: 0GitHub stars: 71
- Edge ReconAudit existing CDN and edge configuration — find cache misses, missing headers, and performance gaps.Votes: 0GitHub stars: 71
- Edge RouteDesign an edge routing and geo-distribution strategy — latency routing, failover, and edge logic.Votes: 0GitHub stars: 71
- Embed DesignDesign embedding pipelines — model selection, batching, normalization, index refresh strategy.Votes: 0GitHub stars: 71
- Embed ReconAudit embedding infrastructure — model drift, index freshness, query latency, coverage gaps.Votes: 0GitHub stars: 71
- Embed SearchOptimize similarity search — ANN index tuning, hybrid search, reranking, query expansion.Votes: 0GitHub stars: 71
- Eval AnalyzeAnalyze A/B test results — statistical significance, practical significance, and segmentation.Votes: 0GitHub stars: 71
- Eval DesignDesign an A/B test — power analysis, randomization, and success metrics.Votes: 0GitHub stars: 71
- Eval ReconAudit existing experimentation infrastructure and past experiments for methodology issues.Votes: 0GitHub stars: 71
- Feat EngineerDesign and implement a feature engineering pipeline for a ML problem.Votes: 0GitHub stars: 71
- Feat ReconAudit feature engineering code for leakage, quality issues, and pipeline correctness.Votes: 0GitHub stars: 71
- Feat StoreDesign or audit a feature store — serving, freshness, and sharing across models.Votes: 0GitHub stars: 71
- Finop AuditAudit cloud spend — identify waste, rightsizing opportunities, and reservation gaps.Votes: 0GitHub stars: 71
- Finop ReconSurvey existing cloud cost controls — tagging coverage, alerting, and FinOps maturity.Votes: 0GitHub stars: 71
- Finop ReserveDesign a reservation and savings plan strategy — commitment level, term, and coverage targets.Votes: 0GitHub stars: 71
- Fit ReconAudit existing model training code — find reproducibility issues, data leakage, and missing best practices.Votes: 0GitHub stars: 71
- Fit TrainDesign a model training pipeline — algorithm selection, cross-validation, and serialization.Votes: 0GitHub stars: 71
- Fit TuneDesign a hyperparameter tuning strategy for a model — search space, method, and budget.Votes: 0GitHub stars: 71
- Flux HealthData quality and pipeline health check — freshness, schema drift, null rates, orphaned records, pipeline status. Use when asked about "data quality check", "pipeline health", "is our data fresh", or "schema drift".Votes: 0GitHub stars: 71
- Flux MigrateBuild zero-downtime database migrations — forward SQL, rollback SQL, deployment sequence. Use when asked to "write migration", "schema change", "add column", "rename table", "drop column", or "migrate safely".Votes: 0GitHub stars: 71
- Flux PipelineBuild a data pipeline — ETL/ELT with extraction, transformation, loading, error handling, and scheduling. Use when asked to "build ETL", "data pipeline", "move data from X to Y", or "sync data".Votes: 0GitHub stars: 71
- Flux QueryOptimize slow database queries — analyze execution plans, add indexes, rewrite queries. Use when asked about "slow query", "optimize SQL", "query performance", or "explain this query".Votes: 0GitHub stars: 71
- Flux ReconDatabase reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns. Use when asked to "assess this database", "understand the schema", or "database health check".Votes: 0GitHub stars: 71
- Flux SchemaDesign and build database schema — tables, columns, types, indexes, constraints, relationships. Given a domain description, output the schema and write the files. Use when asked to "design schema", "database design", "create tables", or "data model".Votes: 0GitHub stars: 71
- Folk CompDesign compensation framework - salary bands, equity philosophy, offer templates, and total comp benchmarking. Use when asked to "design our comp bands", "how much equity should we give", "is our comp competitive", or "write an offer template".Votes: 0GitHub stars: 71
- Folk CultureDocument and strengthen company culture - values articulation, team norms, communication protocols, and culture health diagnostics. Use when asked to "define our values", "document how we work", "diagnose culture health", or "write team norms".Votes: 0GitHub stars: 71
- Folk HireBuild a hiring pipeline - job description, sourcing strategy, interview scorecard, and offer process. Use when asked to "write a job description", "build an interview process", "design our hiring funnel", or "what should we look for in a [role]".Votes: 0GitHub stars: 71
- Folk MigrateRun human-to-agent migration - audit which roles can be agent-assisted or replaced, design the transition playbook, and manage the offboarding of displaced roles. Use when asked to "which roles can agents replace", "how do we transition to AI-first ops", or "build our agent migration plan".Votes: 0GitHub stars: 71
- Folk OnboardBuild onboarding playbook - day 1 through week 4 checklist, access provisioning, context transfer, and success milestones. Use when asked to "build an onboarding process", "how do we onboard new hires", or "reduce time to productivity for new joiners".Votes: 0GitHub stars: 71
- Folk OrgDesign or review org structure - spans of control, reporting lines, role clarity, headcount plan, and team topology. Use when asked to "design our org", "should we restructure", "what is the right team structure", or "plan headcount for next year".Votes: 0GitHub stars: 71
- Folk PerfDesign performance management system - review cycles, calibration process, career ladder, and PIP framework. Use when asked to "build a performance review process", "design career levels", "how do we handle underperformers", or "run a review cycle".Votes: 0GitHub stars: 71
- Folk ReconPeople reconnaissance - audit org design, hiring pipeline, comp structure, onboarding, and performance systems to understand what is working and where the constraint is. Use when asked to "audit our people ops", "what is broken in our hiring", "review our org structure", or "before designing a comp framework".Votes: 0GitHub stars: 71
- Forge AuditAudit existing infrastructure for security issues, waste, and misconfigurations. Use when asked to "audit my infra", "check cloud setup", "infra review", "are we wasting money", "security check on infra", or "review my terraform".Votes: 0GitHub stars: 71
- Forge CostAudit cloud infrastructure costs and produce a concrete optimization plan with specific changes and estimated savings. Use when asked to "how much is this costing", "reduce cloud spend", "cost optimization", "are we overpaying", "cloud bill", or "budget for this infra".Votes: 0GitHub stars: 71
- Forge DiagnoseDiagnose runtime infrastructure issues — cold starts, timeouts, scaling problems, network failures. Use when asked about "infra is slow", "cold starts", "network issues", "why is this timing out", "scaling problem", "latency spikes", or "service is down".Votes: 0GitHub stars: 71
- Forge InfraBuild production-grade infrastructure as code for a service or project. Use when asked to "set up infra", "provision infrastructure", "create cloud resources", "IaC for this project", "terraform for this", or "deploy this service".Votes: 0GitHub stars: 71
- Forge NetworkDesign and build networking infrastructure — VPCs, subnets, DNS, load balancers, firewall rules. Use when asked to "set up networking", "VPC design", "configure DNS", "load balancer setup", "network architecture", or "firewall rules".Votes: 0GitHub stars: 71
- Forge ReconInfrastructure reconnaissance — inventory all cloud resources, map connections, flag risks. Use when asked to "inventory our infra", "what infrastructure do we have", "map our cloud resources", "infra discovery", or "what's running in our cloud".Votes: 0GitHub stars: 71
- Form AnimateMotion design — produce HTML animations and export MP4/GIF with optional BGM. Use when asked to "animate this", "create a motion design", "make an intro animation", "product launch animation", "promo video", "export MP4", "export GIF", "60fps animation", "animated logo", or "motion graphics". Delivers a self-contained HTML animation plus rendered video exports. Not for micro-interactions in production code — use /prism-ui for that.Votes: 0GitHub stars: 71