tonone-ai/tonone
380 skills0 installs26.2k starsGitHub
Install
npx skills add https://github.com/tonone-ai/tononeSkills in this repo
1ApexApex is an engineering-lead agent persona from the tonone team that orchestrates the other agents, scopes work, and controls depth and budget. A developer uses it as the coordinator to plan and delegate a multi-agent engineering effort.0installs2Apex PlanA planning skill that scopes a project: it runs discovery, challenges assumptions, and presents small/medium/large options with token and cost estimates. A developer uses it when a new project or feature request comes in and they need to decide how to build it. Part of the tonone-ai agent team's engineering-lead toolkit.0installs3Apex ReconAn engineering-lead reconnaissance skill that inventories a project before planning: what exists, what's in progress, and the overall state of the repo. A developer uses it to get oriented on an unfamiliar codebase before starting work. Part of the tonone-ai agent team's engineering-lead toolkit.0installs4Apex ReviewApex-review provides a comprehensive cross-cutting review of recently completed work to identify gaps that may exist between different specialists and domains. developers use it when they need a final quality checkpoint before launch, ensuring nothing slipped through the cracks. This matters because a fresh, holistic perspective catches integration issues, missing edge cases, and quality problems that isolated work streams might miss.0installs5Apex StatusA status skill that produces a CTO-level project status from git history and codebase state. A developer uses it to answer where a project stands, what's done, or to orient at the start of a work session. Part of the tonone-ai agent team's engineering-lead toolkit.0installs6Apex TakeoverA system-takeover skill that takes ownership of an existing or inherited codebase — after an acquisition, a team departure, or when picking up someone else's system. A developer uses it to get oriented and assume control of an unfamiliar live system. Part of the tonone-ai agent team's engineering-lead toolkit.0installs7AtlasA knowledge-engineer skill covering architecture docs, ADRs, API specs, system diagrams, and onboarding. A developer invokes this agent persona to document a system thoroughly. The umbrella for the atlas-* documentation skills in the tonone-ai agent team.0installs8Atlas AdrAn ADR skill that writes an Architecture Decision Record: what was decided, why, the alternatives weighed, and the trade-offs accepted. A developer uses it to document a decision or explain why a particular approach was chosen. Part of the tonone-ai agent team's knowledge toolkit.0installs9Atlas ChangelogA changelog skill that maintains per-repo and cross-repo changelogs by appending structured entries after agent work. A developer uses it to log a change, update the changelog, or keep a record of what shipped across repositories. Part of the tonone-ai agent team's knowledge toolkit.0installs10Atlas MapAn architecture-mapping skill that reads the codebase, identifies services and their connections, and outputs a C4-level architecture map as Mermaid diagrams with component descriptions. A developer uses it for a system diagram or an architecture overview of how things work. Part of the tonone-ai agent team's knowledge toolkit.0installs11Atlas OnboardAn onboarding-docs skill that writes a day-one engineer guide: what the project does, how to set up locally, where things live, the key decisions, and how to deploy. A developer uses it to produce a new-engineer setup guide or getting-started docs. Part of the tonone-ai agent team's knowledge toolkit.0installs12Atlas PresentA presentation skill that generates a polished HTML presentation page and an Obsidian Canvas for big releases — new products, takeovers, or major migrations — aimed at non-technical audiences. A developer uses it to present what was built or push a stakeholder update. Part of the tonone-ai agent team's knowledge toolkit.0installs13Atlas ReconA documentation-reconnaissance skill that finds all docs and assesses their accuracy, freshness, coverage, and discoverability, then identifies critical knowledge gaps. A developer uses it during a takeover or doc assessment to learn what documentation exists. Part of the tonone-ai agent team's knowledge toolkit.0installs14Atlas ReportA reporting skill that renders agent findings as a styled HTML report in the browser, used when output is too long for the CLI or a full detailed report is requested. A developer uses it to present results in a readable, shareable format. Part of the tonone-ai agent team's knowledge toolkit.0installs15AuditAudit is a Legal Compliance Auditor agent covering internal controls, a legal risk register, and audit trails. A developer uses it to assess and document legal compliance posture before or during launch readiness.0installs16Audit ControlsAudit-controls reviews internal legal controls such as approval workflows and document governance. A developer uses it to verify that the processes around legal documents are sound and audit-defensible.0installs17Audit LegalAudit-legal runs a full legal compliance audit and produces a risk register. A developer uses it to get a comprehensive view of legal exposure and prioritized risks before or during launch readiness.0installs18Audit ReconAudit-recon assesses whether a product's legal artifacts are complete and ready for a formal audit. A developer uses it before a compliance audit to find gaps and missing documentation in advance.0installs19AxeAxe is an accessibility testing tool that identifies and helps fix WCAG compliance issues, keyboard navigation problems, and screen reader compatibility. developers use it to audit interfaces for accessibility barriers and generate detailed reports on what needs fixing. It matters because accessibility isn't optional—it broadens your user base, improves SEO, and often reduces legal risk.0installs20Axe AuditAxe-audit runs a WCAG accessibility audit. A design or frontend engineer uses it to systematically review a product's UI for accessibility compliance failures and produce a findings list.0installs21Axe FixAxe-fix writes accessibility fixes for specific WCAG failures. A frontend or design engineer uses it to remediate identified a11y issues in UI components and bring them into compliance.0installs22Axe ReconAxe-recon surveys a codebase for accessibility debt. A design or frontend engineer uses it to map where WCAG issues live across a product before running a formal audit or writing fixes.0installs23BenchThe lead skill of tonone-ai's benchmarking team, acting as an API Performance Engineer over latency profiling, throughput testing, and regression detection. Engineers use it to stand up and run performance benchmarking for an API.0installs24Bench CompareA tonone-ai skill that compares an API's performance across versions to detect regressions. Engineers use it to confirm a new release hasn't degraded latency or throughput before it ships.0installs25Bench ProfileA tonone-ai skill for designing a performance benchmark for an API, covering latency profiling and throughput. Engineers use it to build a repeatable load/perf test that establishes baselines and catches slowdowns.0installs26Bench ReconA tonone-ai skill that audits an API's existing performance testing, surfacing gaps in coverage and baselines that have gone stale. Engineers run it before profiling to know where load and latency testing is missing or outdated.0installs27BindCompliance Framework Engineer agent that performs gap analysis across SOC2, GDPR, HIPAA, and ISO 27001. A developer uses it before an audit or enterprise deal to find which controls are missing, turning a vague 'are we compliant' question into a concrete remediation list.0installs28Bind GapBind-gap runs a compliance gap analysis against frameworks like SOC2, GDPR, HIPAA, and ISO 27001. A developer uses it to find which controls and artifacts are still missing before pursuing certification.0installs29Bind PolicyBind-policy drafts the compliance policies a framework requires. A developer pursuing SOC2, GDPR, HIPAA, or ISO 27001 uses it to produce the written policies those frameworks mandate.0installs30Bind ReconBind-recon surveys a product's existing compliance artifacts and certifications. A developer uses it to baseline what controls and certs are already in place before a gap analysis against a framework.0installs31BlueA defensive-security engineer skill that plays the blue-team role: designing security operations centers, building detection rules, and producing hardening playbooks. A developer uses it when they need to defend an application or infrastructure, set up monitoring/detection, or harden a system against attack.0installs32Blue DetectA skill that designs detection rules for a threat, including SIEM queries and MITRE ATT&CK mapping. A blue-team detection engineer uses it to translate a specific adversary behavior into rules that fire reliably in a SIEM.0installs33Blue HardenA skill that writes a hardening playbook mapped to CIS benchmarks with implementation steps. A blue-team engineer uses it to turn benchmark requirements into actionable configuration changes that reduce a system's attack surface.0installs34Blue ReconA skill that audits existing security controls and detection coverage. A blue-team engineer uses it to baseline an environment's defenses and reveal where controls or detections are missing before hardening or building new rules.0installs35BraceSupport engineer agent that designs ticket workflows, SLA architecture, knowledge bases, and escalation paths for support at scale. A founder or ops lead uses it when standing up or scaling a customer-support function, turning ad-hoc replies into a structured, measurable operation.0installs36BriefContract & Policy Drafter agent that produces NDAs, MSAs, employment agreements, SLAs, and vendor contracts. A founder or operator uses it to generate first-draft legal documents on demand, covering routine paperwork quickly before a lawyer reviews the final version.0installs37Brief DraftBrief-draft drafts a contract or policy document from a plain-language description. A developer uses it to generate a first legal draft quickly before review and redlining.0installs38Brief ReconBrief-recon surveys a company's existing contracts and policy documents. A developer uses it to inventory what legal documents already exist before drafting new ones or running a review.0installs39Brief ReviewBrief-review reviews and redlines a contract, flagging risks and missing clauses. A developer or operator uses it to vet an incoming agreement before signing, much like a code review for legal text.0installs40BuzzA PR-and-community engineer skill covering press pitches, social media, open-source community, DevRel, and launch moments. A developer invokes this agent persona to drive announcements and community engagement around a launch. Part of the tonone-ai agent team's product roster.0installs41CastCast is a Forecasting Engineer agent specializing in time-series forecasting: demand prediction, trend analysis, and seasonal decomposition. A developer uses it to design and build forecasting models for a product's data.0installs42Cast ForecastCast-forecast builds a forecasting model for a time series, covering demand prediction, trend analysis, and seasonal decomposition. A developer uses it to create the actual predictive model behind a forecasting feature.0installs43Cast ReconCast-recon surveys existing forecasting code or models in a codebase. A developer uses it at the start of a forecasting task to understand what models and pipelines already exist before deciding what to build or change.0installs44Cast ValidateCast-validate validates and benchmarks a forecasting model. A developer uses it after building a time-series forecast to measure accuracy and performance and confirm the model is good enough to ship.0installs45ChainA Supply Chain Security Engineer agent covering SBOM generation, dependency scanning, third-party risk, and license compliance. A team uses it to secure the software supply chain end to end, from inventorying dependencies to enforcing license and CVE policy.0installs46Chain ReconA skill that audits existing dependency security and supply-chain gaps. An engineer uses it to inventory third-party package risk — unpatched CVEs, weak controls — before hardening the software supply chain.0installs47Chain SbomA skill that designs an SBOM generation pipeline for CI/CD. An engineer uses it to automatically produce a software bill of materials on every build, supporting supply-chain transparency and compliance requirements.0installs48Chain ScanA skill that designs a dependency-scanning program for CVE detection and license checks. An engineer uses it to set up automated scanning that flags vulnerable and non-compliant third-party packages across the build.0installs49ChangeThe lead skill of tonone-ai's change team, acting as a Changelog & Release Communication Engineer over breaking-change docs, deprecation notices, and migration guides. Engineers use it to communicate API releases clearly to consumers.0installs50Change PolicyA tonone-ai skill for designing an API versioning and deprecation policy. Engineers use it to define how versions are numbered and how old behavior is phased out, giving releases a consistent, predictable contract.0installs51Change ReconA tonone-ai skill that audits an API's existing changelog and deprecation practices. Engineers run it to assess how well releases and breaking changes are currently communicated before designing a proper release process.0installs52Change WriteA tonone-ai skill for writing a changelog entry or release notes for an API version. Engineers use it to turn a set of changes into clear, consumer-facing release communication when cutting a version.0installs53CiteCite is a Legal Researcher agent for case-law synthesis, statute analysis, and jurisdiction comparison. A developer uses it to research the legal landscape around a product before drafting documents or making compliance decisions.0installs54Cite CompareCite-compare compares a legal requirement or clause across jurisdictions, highlighting where rules diverge. A developer uses it during research to understand multi-market legal exposure before deciding how to proceed.0installs55Cite ReconCite-recon identifies the open legal questions and research gaps surrounding a product or decision. A developer uses it early to map what still needs legal investigation before committing to a path.0installs56Cite ResearchCite-research conducts legal research across case law, statutes, and regulatory guidance. A developer uses it to get grounded answers on a legal question informing the product before later drafting or compliance work.0installs57ClauseContract Clause Analyst agent that redlines agreements, scores clause-level risk, and applies negotiation playbooks. An operator or founder uses it when reviewing NDAs, vendor terms, or customer contracts, to spot risky language and counter it without waiting on outside counsel.0installs58Clause AnalyzeClause-analyze performs a deep clause-by-clause contract analysis and assigns risk scores. A developer or operator uses it to understand exactly where a contract's risks lie before signing or negotiating.0installs59Clause PlaybookClause-playbook generates a negotiation playbook for a specific contract type, with fallback positions and standard terms. An operator uses it to negotiate recurring agreements consistently and faster.0installs60Clause ReconClause-recon scans existing contracts to surface recurring risk patterns. A developer or operator uses it to spot systemic risks across an agreement portfolio before deeper clause-level analysis.0installs61CleanA data-quality engineer skill covering deduplication, validation, outlier detection, and ETL pipeline design. A data engineer uses it to build pipelines that produce clean, reliable datasets.0installs62Clean ReconA skill that audits existing data-cleaning code, identifying quality problems and missing handling. A data engineer uses it to review and harden the cleaning logic in an ETL or analytics pipeline.0installs63Clean TransformA skill that designs a data cleaning and transformation pipeline, turning raw data into analysis-ready output. A data engineer uses it to architect the transformation stage of an ETL workflow.0installs64Clean ValidateA skill that designs a data-validation pipeline enforcing quality rules and rejecting bad records. A data engineer uses it to add validation gates that keep downstream analytics and models trustworthy.0installs65CompatThe lead skill of tonone-ai's compatibility team, acting as a Backwards Compatibility Engineer over breaking-change detection, deprecation management, and semver discipline. Engineers use it to keep an evolving API safe for existing consumers across releases.0installs66Compat AuditA tonone-ai skill that audits a proposed API change and flags whether it breaks existing consumers. Engineers run it as a pre-merge gate on a diff to catch incompatible changes before they reach a release.0installs67Compat PolicyA tonone-ai skill for designing an API compatibility and deprecation policy. Engineers use it to set the rules for how an API may change and how old behavior is retired, so releases stay backward-compatible and predictable for consumers.0installs68Compat ReconA tonone-ai skill that audits an existing API for breaking-change risks and missing compatibility controls. Engineers run it to map where an API could break consumers before they design a compatibility or deprecation policy.0installs69ContributeWorkflow skill for contributing a discovery back to the upstream tonone repo — a new skill, an improved agent prompt, or a better routing rule. A developer uses it after hitting a gap or finding a reusable pattern, to push that improvement back so the wider toolkit benefits.0installs70CopyCopy is a Content Designer agent for UX writing and content design: microcopy, error messages, onboarding, and UI content strategy. A developer uses it to craft the words across a product's interface.0installs71Copy AuditCopy-audit audits UX copy in a product or codebase, checking clarity, tone, and consistency. A content designer uses it to review existing microcopy and surface wording that needs improvement.0installs72Copy ReconCopy-recon surveys all user-facing strings in a codebase. A content designer uses it to inventory existing UX copy across a product before auditing, rewriting, or standardizing the wording.0installs73Copy WriteCopy-write writes UX copy for a feature, flow, or component — microcopy, labels, and onboarding text. A content designer or developer uses it to produce the user-facing wording for a UI surface as it's being built.0installs74CortexAn ML/AI engineer skill covering model training, MLOps, feature engineering, and LLM integration. A developer invokes this agent persona to build the ML and AI capabilities in a product. The umbrella for the cortex-* ML skills in the tonone-ai agent team.0installs75Cortex EvalAn ML-evaluation skill that checks model performance for accuracy drops, data drift, and error patterns. A developer uses it when a model's accuracy has dropped or to routinely evaluate model health. Part of the tonone-ai agent team's ML toolkit.0installs76Cortex IntegrateAn AI-integration skill that designs and implements an LLM-powered feature — model selection, architecture pattern, system prompt, data flow, error handling, and cost estimate. A developer uses it to add Claude or GPT to a product or wire up an AI-powered feature. Part of the tonone-ai agent team's ML toolkit.0installs77Cortex ModelAn ML-pipeline skill that builds end to end: from data through a trained model to a serving endpoint. A developer uses it to train a model, build a prediction pipeline, or stand up classification/regression serving. Part of the tonone-ai agent team's ML toolkit.0installs78Cortex PromptA prompt-engineering skill that assembles a production-ready prompt package — system prompt, few-shot examples, output format, edge-case handling, and eval criteria. A developer reaches for it to write or improve a system prompt for an LLM feature. Part of the tonone-ai agent team's ML toolkit.0installs79Cortex ReconAn ML-reconnaissance skill that inventories all models, pipelines, data sources, and monitoring to assess an ML estate. A developer uses it to answer what ML they have or to run a model inventory before deeper ML work. Part of the tonone-ai agent team's ML toolkit.0installs80CrestA product-strategist skill covering roadmap planning, prioritization frameworks, competitive analysis, and market positioning. A developer invokes this agent persona to set product direction and decide what to build. The umbrella for the crest-* strategy skills in the tonone-ai agent team.0installs81Crest CompeteA competitive-analysis skill that surveys rivals and lands on a clear positioning call: where to play and how to win. A developer invokes it to compare against a competitor, map the landscape, find white space, or decide positioning. Part of the tonone-ai agent team's strategy toolkit.0installs82Crest NarrativeA strategic-narrative skill that writes a standalone strategy memo framing product direction, the chosen bets, and their rationale for a planning horizon. A developer uses it to produce a product vision, planning memo, or company strategy document. Part of the tonone-ai agent team's strategy toolkit.0installs83Crest OkrAn OKR-design skill that creates objectives and key results anchored to a North Star metric, an input-metrics tree, and a review cadence. A developer reaches for it when setting quarterly objectives, deciding what to measure, or designing an OKR framework. Part of the tonone-ai agent team's strategy toolkit.0installs84Crest ReconA strategic reconnaissance skill that reads existing roadmaps, OKRs, competitive docs, and briefs to establish context before planning begins. A developer uses it to understand the current strategy or surface what OKRs exist ahead of any prioritization or roadmap work. Part of the tonone-ai agent team.0installs85Crest RoadmapA product-strategy skill that turns goals into a sequenced roadmap of bets with explicit tradeoffs. A developer invokes it when asked what to build next quarter, how to prioritize the backlog strategically, or to lay out product direction over the next several months. Part of the tonone-ai agent team's strategy toolkit.0installs86CutCut is an Illustration & Icon Designer agent covering custom assets, icon systems, and SVG optimization. A developer uses it to design and refine the iconography and illustration assets in a product's UI.0installs87Cut IconCut-icon designs an icon-system spec or audits existing icons. A designer uses it to define a consistent icon set with proper coverage, or to review an existing set for gaps and inconsistencies.0installs88Cut IllustrateCut-illustrate specs or critiques custom illustrations. A designer uses it to define requirements for or give feedback on bespoke illustration assets that support a product's visual identity.0installs89Cut ReconCut-recon audits existing icons and illustrations in a codebase. A designer uses it to inventory current visual assets before designing an icon system or speccing new illustrations.0installs90Data Science TeamData-science-team is a bundle of 10 agents — Cast, Feat, Fit, Score, Drift, Vect, Tune, Plot, Clean, Eval — covering forecasting, feature engineering, training, scoring, drift, vectorization, tuning, plotting, cleaning, and evaluation. A developer installs it to staff a full ML workflow with specialized agents.0installs91DealA revenue-and-sales engineer skill covering B2B pipeline, deal strategy, pricing, sales playbooks, and enterprise closing. A developer invokes this agent persona to build pipeline, set pricing, and close enterprise deals. Part of the tonone-ai agent team's product roster.0installs92Design TeamDesign-team is a bundle of 10 design agents — Hue, Grid, Glyph, Move, Wire, Mark, Cut, Axe, Tone, Copy — spanning color, layout, typography, motion, accessibility, and copy. A developer uses it to assemble a complete design workflow while building a product's frontend.0installs93Devx TeamA bundle packaging a 10-agent Developer Experience team — Guide, Sample, Mock, Schema, Port, Change, Onboard, Bench, Compat, and Gate. A developer installs it to staff a full DevX function spanning API docs, code samples, mocks, schemas, SDK porting, and release gates from one set of agents.0installs94DraftA UX-designer skill covering user flows, information architecture, wireframes, and interaction design. A developer invokes this agent persona to shape how a product works before or during front-end implementation. Part of the tonone-ai agent team's product roster.0installs95Draft Flowdraft-flow is part of the tonone-ai draft-* UX suite and maps user flows and journey diagrams for a product. A developer uses it to design how users move through screens and steps before building. Content is a placeholder, so scope is inferred from the surrounding draft-* UX skills.0installs96Draft Iadraft-ia designs information architecture: the navigation structure, content hierarchy, sitemap, and taxonomy for a product or feature set. A developer uses it to organize navigation, decide where content should live, plan a sitemap, or redesign the nav and content hierarchy.0installs97Draft Landingdraft-landing is part of the tonone-ai draft-* UX suite and designs landing or marketing page layouts. A developer uses it to lay out a conversion-focused landing page for a product. Content is a placeholder, so scope is inferred from the draft-* family and the skill name.0installs98Draft Patternsdraft-patterns is part of the tonone-ai draft-* UX suite and defines reusable UI/UX patterns or a pattern library for a product. A developer uses it to standardize interaction and layout patterns across screens. Content is a placeholder, so scope is inferred from the surrounding draft-* UX skills.0installs99Draft Recondraft-recon performs UI and UX reconnaissance: it scans existing frontend routes, components, navigation, and flows to understand the current UX state before any design begins. A developer uses it to map the navigation, see what screens exist, or orient on current UX patterns before starting flow or wireframe work.0installs100Draft Reviewdraft-review runs a usability review: it evaluates an existing flow or UI against usability heuristics, flags friction points, and recommends fixes. A developer uses it to critique a design, audit usability, get UX feedback, or understand why users are dropping off in a flow.0installs101Draft Wireframedraft-wireframe produces text and Mermaid wireframes — screen-level layouts with content hierarchy, component placement, and interaction annotations. A developer uses it to wireframe a screen, sketch a lo-fi mockup, or decide what a page should look like before committing to a build.0installs102DriftDrift is an ML monitoring platform that detects data drift, concept drift, and model degradation in production ML systems. developers use it to continuously track their deployed models' health and receive alerts when performance degrades or input data distribution changes. This matters because unmonitored models can silently fail, serving stale predictions and eroding user trust without the developer knowing until it's too late.0installs103Drift AlertA skill that designs drift alerts and an escalation path for a production ML model, defining thresholds and who gets paged. An MLOps engineer uses it to catch and route model-degradation events before they hurt users.0installs104Drift MonitorA skill that designs a drift-monitoring system for a production ML model, detecting data and concept drift over time. An MLOps engineer uses it to keep a deployed model trustworthy as inputs shift.0installs105Drift ReconA skill that audits an existing ML monitoring setup, checking whether drift and model-health signals are adequately covered. An MLOps engineer uses it to find blind spots before a production model silently degrades.0installs106EchoA user-researcher skill covering interviews, personas, Jobs-to-Be-Done, and customer-feedback synthesis. A developer invokes this agent persona to understand who the users are and what they need before and during product work. Part of the tonone-ai agent team's product roster.0installs107Echo Feedbackecho-feedback synthesizes feedback by clustering support tickets, NPS verbatims, app-store reviews, and churn surveys by theme, separating signal from noise into an actionable insight report. A developer uses it to understand what users are complaining about, run an NPS or churn analysis, or distill what the feedback is telling them.0installs108Echo Interviewecho-interview runs a user interview end to end: it produces an interview guide and synthesizes the resulting notes into an actionable insight report. A developer uses it to plan an interview, analyze interview data, learn what users actually want, or extract personas and JTBD from transcripts.0installs109Echo Jobsecho-jobs runs a Jobs-to-Be-Done analysis: given a product, user descriptions, transcripts, or tickets, it produces a JTBD job map with switching-forces analysis and opportunity ranking. A developer uses it to find the jobs users are hiring the product for, understand why users switch, and rank opportunities.0installs110Echo Reconecho-recon performs user-research reconnaissance: it surveys existing personas, research docs, interview notes, and feedback artifacts to establish what is already known about users. A developer uses it before starting new research or synthesis, to review what user knowledge already exists.0installs111Echo Segmentecho-segment performs user segmentation and persona creation from mixed data sources — analytics, CRM, support tickets, reviews, or any combination. A developer uses it to figure out who their users are, segment them, build user profiles, or define the target-user archetypes for a product.0installs112Engineering TeamEngineering-team is a bundle that installs all 15 tonone Engineering Team agents at once, spanning backend, data, devops, infrastructure, security and reliability roles. A developer installs it to staff a full engineering agent crew in a single step.0installs113EvalAn experiment-design engineer skill covering A/B testing, statistical power, experiment tracking, and causal inference. A developer uses it to plan, run, and reason about experiments that measure the impact of product changes.0installs114Eval AnalyzeA skill that analyzes A/B test results, interpreting outcomes for statistical significance and a ship/no-ship decision. A developer uses it after an experiment concludes to read the data and decide what to do next.0installs115Eval DesignA skill that designs A/B tests end to end — hypothesis, success metrics, sample size, and statistical power. A developer uses it to set up a rigorous experiment before launching a product change to users.0installs116Eval ReconA skill that audits a product's existing experimentation and A/B-testing infrastructure, surfacing gaps and quality issues. A developer uses it before running experiments to make sure the testing harness and measurement plumbing are sound.0installs117EvalsPart of the tonone-ai AI Operations Team, this skill designs eval harnesses and benchmark suites, automates regression testing, and orchestrates human evaluation for AI systems. A developer uses it to measure and guard model or agent quality before shipping changes.0installs118FeatFeat is a Feature Engineer agent focused on feature engineering: transformations, encodings, feature stores, and pipeline design. A developer uses it when preparing or refactoring the input features and data pipelines that feed a machine-learning model.0installs119Feat EngineerA skill that designs a feature-engineering pipeline for an ML problem, transforming raw data into informative model features. An ML engineer uses it to build the feature layer that determines how well a model can learn.0installs120Feat ReconA skill that audits feature-engineering code, hunting for data leakage and feature-quality problems. An ML engineer uses it to catch subtle leakage that would otherwise inflate model performance and break in production.0installs121Feat StoreA skill that designs or audits a feature store — the system that serves and reuses ML features for training and inference. An ML platform engineer uses it to keep features consistent between offline training and online serving.0installs122FitA model-training engineer skill covering algorithm selection, hyperparameter tuning, and training infrastructure. An ML engineer uses it to design and run the pipeline that produces a trained model.0installs123Fit ReconA skill that audits existing model-training code, checking correctness, reproducibility, and efficiency. An ML engineer uses it to review a training pipeline before scaling it or trusting its outputs.0installs124Fit TrainA skill that designs a model-training pipeline — data flow, algorithm choice, and training infrastructure. An ML engineer uses it to architect how a model gets trained reproducibly and at scale.0installs125Fit TuneA skill that designs a hyperparameter-tuning strategy — search method, budget, and objective — to improve an ML model. An ML engineer uses it to systematically optimize model performance during development.0installs126FluxFlux is a data engineer agent persona from the tonone team covering databases, migrations, pipelines and data modeling. A developer invokes it when designing a schema, writing migrations, or constructing data pipelines for an application.0installs127Flux Healthflux-health runs a data-quality and pipeline health check, covering freshness, schema drift, null rates, orphaned records, and pipeline status. A developer uses it to verify data is fresh, catch schema drift, or assess overall pipeline and data-quality health on a live system.0installs128Flux MigrateFlux-migrate helps you write and deploy database schema changes—like adding columns, renaming tables, or dropping fields—without downtime. You use it whenever your application needs structural database changes, providing both forward SQL and rollback SQL alongside a deployment sequence. This matters because production databases can't go offline, and bad migrations can break deployments or lose data.0installs129Flux PipelineFlux Pipeline helps you build production-grade ETL/ELT data pipelines that automatically extract data from sources, transform it according to your business logic, and load it into destinations. Use it when you need to sync data between systems, integrate multiple data sources, or build scheduled data workflows. This matters because reliable data pipelines are foundational to analytics, reporting, and keeping systems synchronized without manual intervention.0installs130Flux Queryflux-query optimizes slow database queries by analyzing execution plans, adding indexes, and rewriting SQL. A developer uses it when a query is slow, when SQL needs optimizing, or when they need an EXPLAIN-level read on query performance for a live database.0installs131Flux Reconflux-recon performs database reconnaissance: a full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns. A developer uses it to assess an existing database, understand the schema, or run a database health check before making changes.0installs132Flux Schemaflux-schema designs and builds a database schema from a domain description: tables, columns, types, indexes, constraints, and relationships, and writes the schema files. A developer uses it for database design, creating tables, or modeling a new domain's data.0installs133FolkPeople engineer agent covering org design, hiring pipelines, compensation frameworks, onboarding playbooks, performance management, and human-to-agent migration. A founder or people lead uses it to structure and run the team, from designing the org chart to standardizing how new hires (or agents) are brought on.0installs134ForgeForge is an infrastructure engineer agent persona from the tonone team focused on cloud services, networking, infrastructure-as-code and cost optimization. Developers use it to provision and tune cloud infrastructure or to reduce cloud spend on a running system.0installs135Forge Auditforge-audit audits existing infrastructure for security issues, wasted spend, and misconfigurations, including reviewing Terraform. A developer uses it to check a cloud setup, run an infra security review, or find where money is being wasted across their resources.0installs136Forge CostForge-cost analyzes your cloud infrastructure spending to pinpoint inefficiencies and waste, then produces a detailed optimization plan with specific changes and estimated savings impact. developers use it when their cloud bills are climbing or they want to ensure they're not overpaying for resources. It matters because unoptimized cloud spend can silently drain margins—especially as traffic grows—making proactive audits and planning critical for keeping operations lean.0installs137Forge DiagnoseForge-diagnose helps developers and teams quickly identify the root causes of runtime infrastructure problems in production environments. Whether dealing with serverless cold starts, service timeouts, scaling issues, or network failures, this tool provides diagnostics to pinpoint bottlenecks and performance degradation. When your infrastructure slows down or services go down, forge-diagnose cuts through the complexity to reveal what's actually happening under the hood.0installs138Forge Infraforge-infra builds production-grade infrastructure as code for a service or project — provisioning cloud resources and deploying the service, with Terraform-style IaC. A developer uses it to set up infra, provision cloud resources, or deploy a service repeatably.0installs139Forge Networkforge-network designs and builds networking infrastructure: VPCs, subnets, DNS, load balancers, and firewall rules. A developer uses it to set up networking, design a VPC, configure DNS or a load balancer, or define firewall rules for a project's cloud environment.0installs140Forge Reconforge-recon performs infrastructure reconnaissance: it inventories all cloud resources, maps how they connect, and flags risks. A developer uses it to discover what is running in their cloud, map existing infrastructure, or get a baseline before making infra changes.0installs141FormA visual-designer skill covering brand identity, color systems, typography, UI design, and design systems. A developer invokes this agent persona to define the look of a product and its design system. Part of the tonone-ai agent team's product roster.0installs142Form Auditform-audit is part of the tonone-ai form-* design suite and audits existing design and brand assets for consistency and quality. A developer uses it to review and tighten the visual system across a product. Its content is a placeholder, so scope is inferred from the form-* family and the skill name.0installs143Form Brandform-brand is part of the tonone-ai form-* design suite and defines a product's brand identity and guidelines. A developer uses it to establish overall brand direction that downstream design and marketing work follows. Content is a placeholder, so scope is inferred from the form-* family.0installs144Form Componentform-component is a library of pre-built, accessible form inputs and composable form-building blocks that accelerate UI development. developers use it when constructing user interfaces for web apps, mobile apps, or e-commerce platforms to reduce boilerplate and maintain consistency. It matters because it lets you focus on business logic instead of reinventing form behavior and accessibility patterns.0installs145Form DeckForm-deck is a component library or framework for building forms quickly without repetitive boilerplate. developers use it to prototype form-heavy interfaces for SaaS apps, mobile apps, and web projects. It matters because forms are a critical UX element, and form-deck lets you focus on user experience rather than implementation details.0installs146Form Emailform-email is part of the tonone-ai form-* design suite and designs email templates and visuals consistent with the product's brand. A developer uses it to create on-brand marketing or lifecycle emails. Its content is a placeholder, so scope is inferred from the form-* family.0installs147Form Examform-exam is part of the tonone-ai form-* design suite and examines or critiques design output for quality before it ships. A developer uses it as a review pass over visual work. Content is a placeholder, so scope is inferred from the form-* family and the skill name.0installs148Form Logoform-logo is part of the tonone-ai form-* design suite and produces a logo or brand mark for a product. A developer uses it to create core brand-identity visuals. Its content is a placeholder, so the scope is inferred from the surrounding form-* design skills.0installs149Form Mobileform-mobile is part of the tonone-ai form-* design suite and focuses on mobile-app UI design — screens, layouts, and patterns for native or mobile-web apps. A developer uses it when designing a mobile interface. Content is a placeholder, so scope is inferred from the form-* family.0installs150Form Paletteform-palette is part of the tonone-ai form-* design suite and builds a color palette for a brand or product UI. A developer uses it to establish a coherent color system for the interface and brand. Its content is a placeholder, so scope is inferred from the form-* family.0installs151Form Socialform-social is part of the tonone-ai form-* design suite and produces social-media visuals and branded creative assets. A developer uses it to design imagery for social channels consistent with the product's brand. Content is a placeholder, so the scope is inferred from the surrounding form-* design skills.0installs152Form Styleform-style is part of the tonone-ai form-* design suite and defines a product's visual style or style guide — the look-and-feel rules that govern the interface. A developer uses it to establish consistent visual direction. Its content is a placeholder, so scope is inferred from the form-* family.0installs153Form Tokensform-tokens is part of the tonone-ai form-* design suite and defines design tokens — the color, type, and spacing primitives that back a design system. A developer uses it to establish reusable visual foundations for a product UI. Content is a placeholder, so scope is inferred from the form-* family.0installs154Form Webform-web is part of the tonone-ai form-* design suite and focuses on web/site design output — visuals, layout, and brand applied to the web. A developer uses it when shaping the look of a website. Its content is a placeholder, so the scope is inferred from the surrounding form-* design skills.0installs155FrameCorporate Governance Advisor agent that drafts board resolutions, maintains the cap table, and prepares equity-plan documents. A founder or operator uses it to handle governance paperwork as the company runs, keeping board and equity records correct without dedicated legal staff.0installs156Frame BoardFrame-board drafts board resolutions and corporate consent documents. A founder or operator uses it to produce the formal governance records a company needs for decisions and approvals.0installs157Frame EquityFrame-equity drafts equity plan documents and option grant agreements. A founder uses it to formalize employee equity and option grants with proper legal paperwork.0installs158Frame ReconFrame-recon surveys a company's corporate governance artifacts and flags gaps. A developer or founder uses it to find missing board, equity, or consent records before due diligence or audits.0installs159Full TeamFull-team is a bundle that installs all 23 tonone agents at once, combining the Engineering Team and Product Team. A developer installs it to stand up a complete multi-agent crew covering engineering and product work in a single step.0installs160GateThe lead skill of tonone-ai's API Quality Gate team, acting as an API Quality Gate Engineer over linting, style enforcement, breaking-change CI, and API governance. Engineers use it to stand up and run the full quality-gate discipline around an API.0installs161Gate CiA tonone-ai skill for integrating API quality gates into a CI pipeline so linting and breaking-change checks run automatically on every change. Engineers use it to enforce API standards at merge time rather than relying on manual review.0installs162Gate LintA tonone-ai skill that designs an API linting ruleset — style rules with tuned severity levels. Engineers use it to codify and enforce consistent API conventions automatically, forming the rule layer behind a CI quality gate.0installs163Gate ReconA tonone-ai skill that audits an API's existing quality controls and CI gates, surfacing where checks are missing or weak. Engineers run it first to understand the current state before designing or tightening API quality gates.0installs164GlyphGlyph is a Typography Designer agent for typography system design: font pairing, type scale, and hierarchy tokens. A developer uses it to define and maintain the typographic foundation of a product's UI.0installs165Glyph PairGlyph-pair selects and pairs fonts for a product. A typography designer uses it to choose complementary typefaces for headings and body text that fit the brand and read well together.0installs166Glyph ReconGlyph-recon audits existing typography in a codebase. A typography designer uses it to inventory current fonts and type usage before designing a type scale or selecting new font pairings.0installs167Glyph ScaleGlyph-scale designs a type scale and hierarchy. A typography designer uses it to define the sizes, weights, and heading levels — as tokens — that give a product's text a consistent visual hierarchy.0installs168GridGrid is a Layout Systems Designer skill for crafting a product's layout foundation: spacing scales, responsive grids, and reusable layout primitives. A developer uses it while implementing the frontend to keep spacing and breakpoints consistent across components.0installs169Grid LayoutGrid-layout designs a layout system — spacing scale, grid columns, and layout primitives. A design engineer uses it to establish the structural rules that govern how a product's UI is composed.0installs170Grid ReconGrid-recon audits existing layout patterns in a codebase. A design engineer uses it to inventory current spacing scales, grids, and layout primitives before designing or refactoring a layout system.0installs171Grid ResponsiveGrid-responsive audits or redesigns the responsive behavior of a layout. A design engineer uses it to fix or improve how a layout adapts across breakpoints and screen sizes.0installs172GuideAn API Documentation Engineer agent covering reference docs, guides, and documentation architecture. A developer uses it to design and write the structured documentation layer for an API or SDK, from individual references to the overall information architecture.0installs173Guide AuditA skill that audits existing API documentation for completeness and accuracy. A developer uses it to find outdated, missing, or incorrect reference material so the docs stay trustworthy as the API evolves.0installs174Guide ReconA skill that surveys documentation coverage across an API or SDK to map what exists and what is missing. A developer runs it first to scope a documentation effort, revealing undocumented endpoints or methods before reference docs get written.0installs175Guide WriteA skill that writes API reference documentation for an endpoint or SDK method. A developer uses it to produce structured, accurate reference pages — parameters, responses, examples — for each part of an API surface.0installs176HelmA Head-of-Product skill covering product strategy, requirements definition, and the handoff to engineering via the Helm-to-Apex interface. A developer invokes this agent persona to translate strategy into requirements an engineering team can build. Part of the tonone-ai agent team's product roster.0installs177Helm Arbiterhelm-arbiter handles scope arbitration: it resolves disagreements between product and engineering over what is in or out of scope, producing a decision log and an escalation path. A developer uses it when scope is creeping, the team cannot agree on what is in, or someone needs help deciding what to cut.0installs178Helm Briefhelm-brief is part of the tonone-ai helm-* product-management suite and writes product briefs that frame the problem, scope, and goals for a feature or initiative. A product developer uses it to spec out work before execution. Its content is a placeholder, so scope is inferred from the helm-* family.0installs179Helm Handoffhelm-handoff is part of the tonone-ai helm-* product-management suite and produces a handoff document so another person or agent can pick up product work cleanly. A developer uses it when transferring ownership of an initiative. Content is a placeholder, so scope is inferred from the helm-* family.0installs180Helm Planhelm-plan is part of the tonone-ai helm-* product-management suite and handles product planning — turning direction and briefs into an actionable plan. A product developer uses it to structure upcoming work. Its content is a placeholder, so the exact scope is inferred from the surrounding helm-* skills.0installs181Helm Reconhelm-recon performs product landscape reconnaissance — surveying existing briefs, research, strategy, and team output before new briefs are written or specialists dispatched. A product developer uses it to orient on the current state of a product and understand what has already been produced before kicking off a new initiative.0installs182HueHue is a Color Systems Designer agent for building a product's color system: semantic tokens, dark/light themes, and WCAG-compliant contrast. A developer uses it while implementing the frontend to keep color coherent and accessible.0installs183Hue PaletteHue-palette designs a color palette with semantic tokens for a brand or product, accounting for dark and light modes. A developer uses it while building the frontend to establish a coherent, accessible color foundation.0installs184Hue ReconHue-recon audits the existing color usage across a codebase, surfacing inconsistencies and ad-hoc values. A developer runs it before refactoring a palette or migrating to design tokens, to understand the current state of color in the UI.0installs185Hue TokenHue-token audits or refactors a color design-token system, improving semantic naming and structural consistency. A developer uses it while implementing the frontend to put color on a maintainable token foundation across light and dark modes.0installs186HuntA Threat Hunter agent covering hypothesis-driven hunting, compromise assessment, and IOC analysis. A security team uses it to proactively search telemetry for adversary activity, validating hypotheses and chasing indicators of compromise.0installs187Hunt AssessA skill that designs a compromise assessment, defining hunt scope and evidence collection. A security team uses it to systematically check whether an environment is already breached, structuring where to look and what to gather.0installs188Hunt IocHunt-ioc is a threat intelligence and investigation tool that analyzes indicators of compromise (IOCs) by enriching threat data and attributing attack patterns to known threat actors. Security teams use it during incident response and continuous monitoring to identify malicious activity, understand attacker tactics, and correlate threats across their infrastructure. This matters because rapid IOC enrichment and accurate threat attribution accelerate detection and containment of security incidents.0installs189Hunt ReconA skill that designs a threat-hunting program, including a maturity assessment and a playbook library. A security team uses it to stand up proactive, repeatable hunts that look for adversaries the automated detections miss.0installs190InkInk is a content marketing engineering skill that helps developers craft compelling blog strategies, optimize content for search engines, and establish thought leadership in developer communities. developers use it to plan and execute content calendars that drive organic traffic and credibility. It matters because strategic, SEO-driven content is one of the most cost-effective ways to grow an audience and establish market authority during the growth phase.0installs191KeelOperations engineer agent spanning process design, vendor management, legal ops, SOC2/GDPR compliance, OKR execution, and cross-functional coordination. A founder or ops lead uses it to run the operational backbone of a company, keeping processes, vendors, and goals coordinated as the business runs.0installs192KeepA customer-success engineer skill covering onboarding optimization, health scoring, expansion revenue, and churn prevention. A developer invokes this agent persona to keep customers retained and grow account value after they're activated. Part of the tonone-ai agent team's product roster.0installs193Legal TeamLegal-team is a bundle that installs all 10 tonone legal agents at once, covering contracts, compliance, IP, governance and regulatory matters. A developer installs it to add legal and compliance reasoning support across the lifecycle of a business or product.0installs194LensA data-analytics and BI engineer skill covering dashboards, metrics design, reporting, and data storytelling. A developer invokes this agent persona to turn raw data into dashboards and reports that drive decisions. Part of the tonone-ai agent team's roster.0installs195Lens Auditlens-audit reviews a team's existing analytics: it finds all dashboards and reports, checks who uses them, whether metrics are properly defined, and whether they actually drive decisions, then recommends what to keep, kill, or add. A developer uses it for an analytics review or metrics audit to cut dashboard sprawl and focus on useful measurement.0installs196Lens Chartlens-chart is part of the tonone-ai lens-* analytics suite and focuses on designing or specifying an individual analytics chart or visualization from product data. A developer reaches for it when they need a single chart defined alongside broader metrics and dashboard work. Content is a placeholder, so the scope is inferred from its sibling analytics skills.0installs197Lens Dashboardlens-dashboard designs and specifies an analytical dashboard by defining the question each chart answers, writing the SQL queries, and laying out the dashboard with a refresh cadence. A developer uses it to build a BI or weekly product-health dashboard, or to turn raw data into an implement-ready visualization spec.0installs198Lens Metricslens-metrics produces a complete metrics definition document for a product area: metric name, formula, data source, segmentation, and a SQL or event-tracking spec plus what good and bad look like. A developer uses it when asked to define KPIs, pick a north-star metric, set up a metrics framework, or instrument a feature so its performance can be measured.0installs199Lens Reconlens-recon performs analytics reconnaissance for takeover, finding every analytics tool, inventorying what is tracked and dashboarded, assessing data freshness and metric definitions, and presenting a coverage map. It orients you before improving the BI stack. Use it when asked what analytics exist or for a BI assessment.0installs200Lens Reportlens-report builds a reporting pipeline: scheduled reports backed by SQL queries, delivered through Slack or email, with threshold alerts and historical comparison. It puts metrics in front of the team automatically. Use it when asked for automated or scheduled reports, an email digest, or Slack alerts for metrics.0installs201LodgeLodge is a Regulatory Filing Advisor agent covering DMCA notices, FTC disclosures, GDPR DPAs, and government filings. An operator uses it to prepare and stay on top of regulatory paperwork while the product is live.0installs202Lodge DmcaLodge-dmca drafts a DMCA takedown notice or counter-notice. An operator uses it to respond to copyright disputes over content once the product is live.0installs203Lodge FilingLodge-filing prepares a regulatory filing, disclosure notice, or government submission. An operator uses it to produce the formal documents that compliance and regulators require during ongoing operation.0installs204Lodge ReconLodge-recon identifies the regulatory filings a product requires and tracks the status of each. An operator uses it to stay on top of disclosure and government-filing obligations over the life of the product.0installs205LumenA product-analyst skill covering metrics frameworks, funnel analysis, OKRs, A/B-test design, and retention analysis. A developer invokes this agent persona to measure the funnel and design experiments that improve growth. Part of the tonone-ai agent team's product roster.0installs206Lumen Abtestlumen-abtest produces a full A/B test specification: hypothesis, primary metric, minimum detectable effect, sample size, run time, and decision rule, and it also judges when not to run a test and what to do instead. It brings rigor to experimentation. Use it when asked to design an A/B test, size an experiment, or decide if testing makes sense.0installs207Lumen Funnellumen-funnel is a product-analytics skill in the tonone-ai lumen family focused on conversion funnels — defining steps, measuring drop-off, and finding where users fall out. Its content is minimal, but its naming and category place it with the other metrics and instrumentation skills. Use it when analyzing a conversion funnel.0installs208Lumen Instrumentlumen-instrument designs an analytics instrumentation plan: the event taxonomy, property schema, and tracking plan that analytics tools need to capture behavior. It makes a feature measurable from day one. Use it when asked for a tracking plan, an event schema, or to instrument a feature.0installs209Lumen Metricslumen-metrics produces a complete metrics architecture from a product description: a North Star metric, an input-metrics tree, an instrumentation spec, action triggers, and counter-metrics. It turns vague goals into a measurable system. Use it when asked to design a metrics framework, define KPIs, or decide what to measure.0installs210Lumen Reconlumen-recon performs analytics reconnaissance, scanning existing event tracking, metric definitions, dashboards, and analytics configuration to map what is currently being measured. It sets a baseline before new metrics are designed. Use it when asked what is being tracked or to audit analytics.0installs211MarkMark is a Brand Designer agent focused on brand identity: logo usage rules, brand guidelines, and visual identity systems. A developer uses it to establish and document a product's brand and visual identity.0installs212Mark AssetMark-asset designs an asset-library structure — naming, formats, and delivery specs. A brand designer uses it to organize how brand assets are named, exported, and delivered to teams and tools.0installs213Mark BrandMark-brand writes brand guidelines covering logo usage, color, typography, and voice. A brand designer uses it to document the rules that keep a product's visual identity consistent everywhere.0installs214Mark ReconMark-recon audits existing brand assets and their usage. A brand designer uses it to inventory current logos, colors, and applications before writing brand guidelines or refreshing the identity.0installs215MintFinance engineer agent for P&L, runway, unit economics, fundraising, board reporting, and cap-table management. A founder or operator uses it to model and report company finances, answering runway and unit-economics questions and preparing board and investor materials.0installs216MockThe lead skill of tonone-ai's mock team, acting as an API Mocking & Contract Engineer over mock-server design, contract testing, and API simulation. Engineers use it to simulate an API and guard its contract under test.0installs217Mock ContractA tonone-ai skill for designing a consumer-driven contract-testing setup. Engineers use it to verify that an API and its consumers agree on the contract, catching integration-breaking changes in tests rather than in production.0installs218Mock DesignA tonone-ai skill for designing a mock server for an API. Engineers use it to stand up a simulated implementation of the API so frontend and consumer work can proceed in parallel and tests can run without the real backend.0installs219Mock ReconA tonone-ai skill that audits an API's mocks for drift from the real contract and missing error-case coverage. Engineers run it to find where test mocks no longer match the live API before fixing the contract-test setup.0installs220MoveMove is a Motion Designer agent covering animation principles, transition systems, and micro-interaction specs. A developer uses it to design how a product's UI moves — its transitions and micro-interactions.0installs221Move AnimateMove-animate designs an animation spec for a component or interaction. A motion designer uses it to define the keyframes, timing, and behavior of a specific micro-interaction before it's implemented.0installs222Move ReconMove-recon audits existing animations in a codebase. A motion designer uses it to inventory current transitions and micro-interactions before designing a coherent motion system or new animation specs.0installs223Move SystemMove-system designs a motion system for a product. A motion designer uses it to define consistent durations, easings, and transition patterns so animation feels coherent across the whole interface.0installs224OnboardThe lead skill of tonone-ai's onboarding team, acting as a Developer Onboarding Engineer over quickstart design, time-to-first-call optimization, and onboarding-funnel audits. Engineers use it to shape the whole new-developer journey for an API.0installs225Onboard AuditA tonone-ai skill that audits the developer onboarding experience for an API and measures time-to-first-call (TTFC). Engineers use it to quantify how long it takes a new developer to make their first successful call and where they get stuck.0installs226Onboard QuickstartA tonone-ai skill for writing a developer quickstart — the minimal path to a first successful API call. Engineers use it to produce concise getting-started docs that get new developers to a working request fast.0installs227Onboard ReconA tonone-ai skill that surveys an API's existing onboarding documentation and developer portal to find gaps. Engineers run it before writing a quickstart, to see where the current developer experience falls short.0installs228PatchA Vulnerability Management Engineer agent covering CVE triage, CVSS prioritization, patching cadence, and SLA design. A security team uses it to run a continuous program that ranks vulnerabilities by risk and drives them to remediation on schedule.0installs229Patch PlanA skill that designs a vulnerability-management program with SLAs and asset tiers. A security lead uses it to define how fast different classes of assets must be patched, turning ad-hoc remediation into a measurable program.0installs230Patch ReconA skill that audits existing vulnerability management for SLA gaps. A security or ops lead uses it to see where patching and remediation are missing their deadlines, exposing which assets stay vulnerable too long.0installs231Patch TriagePatch-triage combines multiple vulnerability scoring methodologies—CVSS (severity), EPSS (exploitation probability), and KEV (known exploits in the wild)—to intelligently rank which CVEs demand immediate attention. developers and security teams use it to avoid patch fatigue by focusing only on the vulnerabilities that pose real, actionable risk. This matters because patching everything is impractical; smart triage saves time and reduces toil while improving actual security posture.0installs232PaveA platform-engineer skill covering developer experience, service catalogs, internal CLIs, golden paths, and environment management. A developer invokes this agent persona to build and run the internal platform that other engineers depend on. Part of the tonone-ai agent team's roster.0installs233Pave Auditpave-audit audits developer experience, measuring onboarding time, build speed, deployment friction, and DORA metrics to find where development slows down. It turns DX complaints into measurable evidence. Use it when asked for a DX audit, a developer-experience review, or DORA metrics.0installs234Pave Catalogpave-catalog builds a service catalog: the schema for what to capture per service, starter entries, and a governance model for keeping it maintained. It answers what services exist and who owns them. Use it when asked to catalog services, build a service inventory, or clarify ownership.0installs235Pave Envpave-env sets up local development environments using devcontainers, Docker Compose, one-command setup, and dev/prod parity. It gets a new contributor running fast and consistently. Use it when asked to set up a dev environment, create a devcontainer, or make a one-command local run.0installs236Pave Goldenpave-golden defines a golden path: the opinionated, supported way to do a common developer task such as creating a service or deploying a feature, complete with concrete steps, templates, and tooling. It replaces tribal knowledge with a paved road. Use it when asked to standardize setup or scaffold new services.0installs237Pave Reconpave-recon performs platform reconnaissance, inventorying all developer tooling, environments, build systems, and workflows to understand how developers actually work. It orients you before improving or taking over the platform. Use it when asked to understand the dev setup or do a platform assessment.0installs238PhishA Security Awareness Engineer agent covering phishing-simulation design, security training programs, and social-engineering assessment. A security lead uses it to stand up and run a human-layer security program against phishing and social-engineering risk.0installs239Phish AssessA skill that designs a phishing simulation program, including attack scenarios and how to measure results. A security team uses it to run realistic phishing tests and quantify how staff respond, informing where awareness training is most needed.0installs240Phish ReconA skill that audits an existing security-awareness program for coverage and effectiveness. A security or IT lead uses it to find gaps in how a workforce is trained against phishing and social engineering before investing in new curriculum or simulations.0installs241Phish TrainA skill that designs a security-awareness training curriculum. A security lead uses it to structure ongoing education that reduces a workforce's susceptibility to phishing and social-engineering attacks.0installs242PitchA product-marketer skill covering positioning, messaging, value proposition, go-to-market strategy, and launch copy. A developer invokes this agent persona to frame a product and write the copy that carries a launch. Part of the tonone-ai agent team's product roster.0installs243Pitch Copypitch-copy writes landing page and marketing copy: the hero section, problem and solution blocks, proof points, and CTAs for whatever surface needs them. It turns positioning into words that convert. Use it when asked to write landing page copy, a homepage, a hero section, or marketing copy for a feature.0installs244Pitch Landingpitch-landing is a marketing-suite skill in the tonone-ai pitch family focused on the landing page — the hero, problem/solution narrative, proof, and CTAs that present and validate the product to visitors. Its content is minimal, but its naming and category place it with the other copy and launch skills. Use it when building a landing page.0installs245Pitch Launchpitch-launch produces an actual launch plan: announcement copy, the sequence of channels to use, and a day-one checklist, down to the Product Hunt post. It turns a vague launch intention into an executable go-to-market. Use it when asked to plan a launch, build a GTM strategy, or announce something.0installs246Pitch Messagepitch-message produces a full messaging framework: headline, subheadline, proof points, and a CTA hierarchy designed to be reused across all surfaces. It gives every page and channel a consistent way to talk about the product. Use it when asked to write messaging, a tagline, or a copy hierarchy.0installs247Pitch Positionpitch-position produces a complete positioning document using April Dunford's framework: competitive alternatives, unique attributes, the value they create, the best-fit customer, the market category, a positioning statement, and a tagline. It anchors how the product is framed in the market. Use it when defining your value prop, positioning against competitors, or writing a messaging foundation.0installs248Pitch Reconpitch-recon performs marketing reconnaissance, reading existing landing pages, copy, positioning docs, and other marketing materials to establish the current messaging state. It gives a baseline before new positioning or copy is written. Use it when asked to review current messaging or audit positioning.0installs249PlotA data-visualization engineer skill covering chart design, visualization libraries, and exploratory analysis. A data scientist or analyst uses it to explore datasets and craft effective visual reports.0installs250Plot ChartA skill that designs or critiques an individual data visualization, matching chart type and encoding to the data and intended message. An analyst uses it to produce a clear, honest chart or to fix a weak one.0installs251Plot EdaA skill that designs an exploratory data analysis workflow — the structured first look at a dataset's distributions, relationships, and anomalies. A data scientist uses it to plan EDA before modeling or reporting.0installs252Plot ReconA skill that audits the data visualizations in a codebase or notebook, flagging misleading or unclear charts. An analyst or data scientist uses it to improve how results are presented before sharing them.0installs253PortThe lead skill of tonone-ai's port team, acting as an SDK Design Engineer over multi-language SDK architecture, idiomatic patterns, and cross-language consistency. Engineers use it to build a coherent SDK suite for an API.0installs254Port DesignA tonone-ai skill for designing an SDK architecture around an API. Engineers use it to plan how a client library is structured — surface, types, error handling — so consumers can integrate the API idiomatically.0installs255Port ReconA tonone-ai skill that audits an API's SDKs across languages for coverage and consistency. Engineers run it to find where client libraries diverge or are missing before designing or refactoring the SDK suite.0installs256Port ReviewA tonone-ai skill that reviews an existing SDK for idiomatic quality and consistency with sibling SDKs. Engineers use it to make a client library feel native to its language while staying aligned across the API's SDK family.0installs257PrismA frontend-and-DX engineer skill covering UI, internal tools, and developer portals. A developer invokes this agent persona to build user-facing interfaces and internal developer tooling. Part of the tonone-ai agent team's roster.0installs258Prism Auditprism-audit reviews a frontend across bundle size, dependencies, accessibility, performance, and component quality. It turns a vague sense that the UI is bloated into a concrete fix list. Use it when asked for a frontend review, performance audit, accessibility check, or bundle-size analysis.0installs259Prism Chartprism-chart is a frontend-suite skill in the tonone-ai prism family for building chart and data-visualization components in the UI. Its content is minimal, but its naming and category place it with the other frontend component skills. Use it when implementing a chart or visualization component.0installs260Prism Componentprism-component implements a reusable, accessible, typed UI component from a design spec. It produces a polished building block ready to drop into the app. Use it when asked to create a component, build a widget, implement a design, or make a reusable UI element.0installs261Prism DashboardPrism Dashboard helps you quickly build internal dashboards, admin panels, and back-office UIs with pre-built data tables, filtering, and CRUD functionality. Use it when your application needs a management interface where internal users can view, create, update, and delete records. It accelerates frontend development by providing reusable dashboard components, reducing the time needed to build standard data management interfaces.0installs262Prism Reconprism-recon performs frontend reconnaissance, mapping the component tree, routing, state management, and build configuration, and assessing overall UI quality. It orients an engineer before they extend the frontend. Use it when asked to understand a frontend or learn what the UI is built with.0installs263Prism Stackprism-stack is a frontend-suite skill in the tonone-ai prism family concerned with the frontend stack — framework, tooling, and project structure for building the UI. Its content is minimal, but its naming and category place it with the other frontend implementation skills. Use it when establishing the frontend foundation for a project.0installs264Prism Uiprism-ui implements a complete UI screen or feature from a visual spec, building out the frontend for that feature end to end. It turns a design into working interface code. Use it when asked to build a page, implement a screen, or create the frontend for a feature.0installs265Product TeamProduct-team is a bundle that installs all 8 tonone Product Team agents at once. A developer installs it to add product-management capabilities — discovery, requirements and planning — to their agent setup in a single step.0installs266ProofA QA-and-testing engineer skill covering test strategy, E2E suites, integration testing, test infrastructure, and flaky-test triage. A developer invokes this agent persona to harden a release with the right tests before it ships. Part of the tonone-ai agent team's roster.0installs267Proof Apiproof-api builds API test suites covering endpoint testing, contract testing, and load testing across REST, GraphQL, and gRPC. It validates that APIs behave correctly and hold up under load. Use it when asked to test an API, write endpoint or contract tests, or load test.0installs268Proof Auditproof-audit assesses test-suite health, surfacing flaky tests, slow tests, coverage gaps, and testing anti-patterns. It turns a neglected suite into a prioritized cleanup list. Use it when asked to audit tests, fix flaky tests, find out why tests are slow, or improve a test suite.0installs269Proof Designproof-design is a testing-suite skill in the tonone-ai proof family focused on designing how a project or feature should be tested. Its content is minimal, but its category and naming place it alongside test strategy, recon, and E2E work. Use it when designing a testing approach before writing tests.0installs270Proof E2eproof-e2e builds end-to-end test specs for critical user journeys using Playwright or Cypress, complete with page objects, setup and teardown, and CI configuration. It validates the flows that matter most through the real UI. Use it when asked to write E2E, browser, or UI tests.0installs271Proof Reconproof-recon performs testing reconnaissance, inventorying every test, the frameworks in use, coverage levels, and CI integration to gauge a project's testing maturity. It gives a clear picture before takeover. Use it when asked what is tested, for a testing assessment, or a test inventory.0installs272Proof Strategyproof-strategy produces a test strategy for a project or feature: a risk map, decisions on which test types to use, coverage targets, and CI configuration. It turns testing from ad hoc into a plan. Use it when asked what to test, to create a testing plan, or to improve coverage.0installs273RedAn offensive-security engineer skill embodying the red-team role: penetration testing, attack simulation, and vulnerability exploitation. A developer uses it to probe an application or infrastructure for weaknesses the way a real attacker would.0installs274Red PentestA red-team skill that designs a penetration-testing plan, defining scope, methodology, and rules of engagement. A developer or security lead uses it to structure an authorized offensive engagement before testing begins.0installs275Red ReconA red-team skill that designs a reconnaissance plan: gathering OSINT and mapping a target's attack surface. A developer or security tester uses it at the start of a penetration test to enumerate exposure before probing for vulnerabilities.0installs276Red ReportA skill that writes structured penetration-test finding reports, complete with CVSS severity scores and remediation recommendations. A security engineer uses it to communicate vulnerabilities and fixes to stakeholders after an assessment.0installs277RelayRelay is a DevOps engineer agent persona from the tonone team covering CI/CD, deployments, GitOps and developer experience. A developer invokes it to build release pipelines, automate deployments, or improve the team's developer tooling and workflow.0installs278Relay Auditrelay-audit reviews an existing CI/CD pipeline to find what makes it slow, where security is weak, and which reliability gaps exist. It turns an opaque pipeline into a prioritized fix list. Use it when asked to audit a pipeline, find out why CI is slow, or review deployments.0installs279Relay Deployrelay-deploy assembles a complete deployment configuration: Dockerfile, deployment manifest, environment config, and a rollback procedure. It defines both how a service ships and how to back it out safely. Use it when asked about deployment setup, strategy, or rollback plans.0installs280Relay Dockerrelay-docker builds production-ready Dockerfiles using multi-stage builds and security hardening, and adds a docker-compose setup for local development. It covers both shipping containers and developing against them. Use it when asked to create a Dockerfile, optimize a container, or dockerize a project.0installs281Relay Pipelinerelay-pipeline builds a full CI/CD pipeline from scratch, wiring up build, test, and deploy automation for a project. It takes you from no pipeline to a working one. Use it when asked to set up CI/CD, create a pipeline, or automate deploys.0installs282Relay Reconrelay-recon maps a project's entire CI/CD pipeline — triggers, build, test, and deploy stages — and produces a risk assessment of how it all flows. It gives a clear picture of how code reaches production. Use it when asked how something deploys or to understand the CI/CD setup.0installs283Relay Shiprelay-ship runs the full end-to-end ship workflow: merge the base branch, run tests, review the diff, bump the version, commit, push, and create a pull request. It packages branch-to-merged into one routine. Use it when asked to ship, push to main, or get a branch merged.0installs284RespAn Incident Response Engineer agent spanning playbook design, containment procedures, DFIR, and post-incident review. A security or ops team uses it across the full incident lifecycle, from preparing playbooks to running containment and learning from each event.0installs285Resp ContainA skill that designs containment procedures for an active security incident. An incident responder uses it during a live event to isolate affected systems and stop an attack from spreading while investigation and recovery proceed.0installs286Resp PlaybookA skill that writes an incident-response playbook for a given threat scenario. A security team uses it to codify step-by-step response procedures so on-call responders act consistently when a specific class of incident occurs.0installs287Resp ReconA skill that audits an organization's incident-response capability and playbook coverage. A security or ops lead uses it to find where IR readiness has gaps before an incident, gauging whether playbooks and procedures actually cover likely scenarios.0installs288SampleA Code Sample Engineer agent specializing in code samples and tutorials — working examples, quickstarts, and language-specific guides. A developer uses it to generate and maintain the runnable example layer of an API's developer documentation.0installs289Sample ReconA tonone-ai skill that surveys an API's existing code samples for coverage, parity across languages, and freshness. Engineers run it to find where example code is missing, inconsistent, or outdated before refreshing the docs.0installs290Sample ReviewA skill that reviews existing API code samples and tutorials for correctness and developer experience. A developer uses it when validating that published examples actually run and read well, catching broken snippets or confusing flows before developers hit them.0installs291Sample WriteA skill that writes a working code sample or tutorial illustrating an API feature. A developer reaches for it when producing quickstarts and language-specific examples so developers can copy a runnable snippet rather than piece one together from reference docs.0installs292SastAn Application Security Engineer agent covering SAST/DAST scanning, code security review, and secure-SDLC design. A team uses it to embed application-security practices into development — from scanning pipelines to reviewing code and shaping a secure delivery lifecycle.0installs293Sast FixA skill that analyzes a SAST finding and produces a secure code alternative. A developer or appsec engineer uses it to understand a static-analysis vulnerability and apply a remediation that closes it without breaking the code.0installs294Sast ReconA skill that audits application-security tooling for OWASP Top 10 coverage. An appsec engineer uses it to confirm that existing scanners actually catch the major web vulnerability classes and to surface gaps in the secure-SDLC toolchain.0installs295Sast ScanA skill that designs a SAST/DAST scanning pipeline, including tooling selection and CI integration. An appsec engineer uses it to wire automated static and dynamic security scanning into the build so vulnerabilities are caught before release.0installs296SchemaThe lead skill of tonone-ai's schema team, acting as an API Schema Engineer over OpenAPI, GraphQL, and gRPC schema quality and design standards. Engineers use it to govern how an API's contracts are designed.0installs297Schema DesignA tonone-ai skill for designing an API schema in OpenAPI, GraphQL, or gRPC. Engineers use it to define a clean, consistent contract for an API as the foundation other tooling, SDKs, and mocks are generated from.0installs298Schema ReconA tonone-ai skill that audits existing API schemas (OpenAPI/GraphQL/gRPC) for inconsistencies and gaps in coverage. Engineers run it to understand the current contract before redesigning or extending the schema.0installs299Schema ReviewA tonone-ai skill that reviews an API schema for consistency and completeness. Engineers use it to catch naming drift, missing fields, and contract gaps before a schema is finalized.0installs300ScopeIP & Trademark Advisor agent that runs trademark clearance, surveys the patent landscape, and checks open-source license compliance. A developer uses it early when naming a product or vetting dependencies, to avoid legal exposure before committing to a brand or shipping code.0installs301Scope OssScope-oss audits open-source license compliance and flags copyleft risks from GPL, LGPL, and AGPL dependencies. A developer uses it before shipping to ensure the project's dependency licenses are safe to distribute.0installs302Scope ReconScope-recon surveys a product's IP assets, license obligations, and IP-assignment gaps. A developer uses it to understand intellectual-property exposure and missing assignments before shipping or fundraising.0installs303Scope TrademarkScope-trademark conducts trademark clearance research for a name or brand and prepares filing materials. A developer uses it early when naming a product to check for conflicts before committing to a brand.0installs304ScoreA model-evaluation engineer skill covering metrics design, statistical significance, and model comparison. An ML engineer uses it to build trustworthy evaluation and decide which model to release.0installs305Score CompareA skill that statistically compares two or more ML models, testing whether differences in performance are significant. An ML engineer uses it to pick the best model candidate with confidence rather than by raw score alone.0installs306Score EvalA skill that designs an evaluation framework for an ML model — choosing metrics, datasets, and methodology to measure quality. An ML engineer uses it to rigorously assess whether a model is good enough to ship.0installs307Score ReconA skill that audits existing model-evaluation code, checking that metrics and methodology are sound. An ML engineer uses it to make sure evaluation results can be trusted before a model is shipped.0installs308Secops TeamA bundle assembling a 10-agent Security Operations team — Red, Blue, Hunt, Patch, Chain, Sast, Siem, Resp, Zero, and Phish — spanning offensive testing, defensive hardening, threat hunting, and incident response. A developer uses it to stand up end-to-end security coverage with one install.0installs309ShieldRegulatory Risk Advisor agent covering GDPR, CCPA, FTC, financial regulation, and export controls. A developer uses it before launch to surface compliance exposure on a product or feature, so legal risk is understood and mitigated rather than discovered after going live.0installs310Shield AssessShield-assess assesses a product's regulatory exposure for a given market or geography. A developer uses it to gauge which regulatory burdens a launch in a region carries before committing to it.0installs311Shield ReconShield-recon maps a product's data flows and identifies the regulatory triggers they create. A developer uses it early to understand which regulations will apply based on how data moves through the product.0installs312Shield RespondShield-respond drafts regulatory response letters and communications to regulators. An operator uses it to reply to regulatory inquiries professionally once a product is live and under scrutiny.0installs313SiemA Detection & SIEM Engineer agent covering log-pipeline design, detection-rule development, and alert tuning. A security operations team uses it to build and maintain the detection layer — getting the right logs in, writing rules, and keeping alerts signal-rich.0installs314Siem AlertA skill that tunes a SIEM alert to reduce false positives. A detection engineer uses it to refine noisy rules so the security operations team gets fewer wasted pages while still catching real threats.0installs315Siem ReconThis tool evaluates an existing SIEM deployment by auditing log coverage and assessing the quality of detection rules. A developer uses it to uncover gaps in their security monitoring—missing logs, weak rules, or blind spots—ensuring their security infrastructure catches threats effectively. It's critical for maintaining compliance and preventing attackers from operating undetected.0installs316Siem RuleA skill that writes SIEM detection rules in SIGMA format with MITRE ATT&CK mappings. A detection engineer uses it to author portable, technique-aligned rules that surface adversary behavior in a SIEM.0installs317SpineSpine is a backend engineer agent persona from the tonone team focused on APIs, system design, performance and distributed systems. Developers use it when architecting services, designing APIs, or tackling performance and scaling problems in the backend.0installs318Spine Apispine-api designs and specifies an API: endpoints, request and response shapes, error codes, the auth pattern, and pagination, applying Stripe's well-known consistency principles. It produces a complete, coherent API contract. Use it when asked to design an API or build REST endpoints for a feature.0installs319Spine Designspine-design produces a real backend system design document: components, data flow, the decisions actually made, their tradeoffs, and failure modes. It commits to choices instead of listing alternatives. Use it when asked to architect or design how a backend should be built.0installs320Spine Perfspine-perf hunts down and fixes backend performance bottlenecks: N+1 queries, missing indexes, synchronous blocking, and absent caching. It turns a slow endpoint into a fast one with concrete fixes. Use it when something is slow or you need to optimize an endpoint.0installs321Spine Reconspine-recon performs backend reconnaissance on an existing codebase, mapping every route, middleware layer, data model, dependency, and auth mechanism. It assesses overall code quality so an engineer can confidently take over or extend the project. Trigger it when asked to understand a backend, map an API, or evaluate server code.0installs322Spine ReviewBackend skill that reviews API and backend code for REST conventions, auth, validation, error handling, pagination, rate limiting, and test coverage. A developer uses it as a pre-launch backend check, to catch correctness, security, and consistency issues before the code ships.0installs323Spine ServiceBackend skill that scaffolds a new production-ready service with config management, health checks, graceful shutdown, and structured logging. A developer uses it to bootstrap a microservice or backend with operational basics built in, instead of starting from a bare framework template.0installs324SurgeA growth-engineer skill covering acquisition channels, activation funnels, retention playbooks, and product-led-growth strategy. A developer invokes this agent persona to grow users and engagement after launch. Part of the tonone-ai agent team's product roster.0installs325Surge ActivationActivation skill (content is sparse) in the tonone growth suite, for getting new signups to their first value moment and improving activation rates. A founder uses it to tighten onboarding-to-value. Classification is inferred from the skill name and growth category given the missing description.0installs326Surge ExperimentGrowth skill that structures a single experiment: hypothesis, metric, baseline, expected lift, and kill condition. A founder or growth lead uses it to turn a 'let's try this' idea into a testable experiment with a clear success bar and a defined point to stop.0installs327Surge LandingLanding-page skill (content is sparse) in the tonone growth suite, for building or improving a page that converts visitors into signups. A founder uses it when standing up or optimizing a product's landing page. Classification is inferred from the skill name and growth category given the missing description.0installs328Surge PlgGrowth skill that designs a PLG motion: free-tier definition, activation sequence, expansion trigger points, and viral-mechanic assessment. A founder uses it to add a self-serve, product-led path — deciding the free tier, upgrade triggers, and viral loops for a given product.0installs329Surge ReconGrowth reconnaissance skill that scans onboarding flows, acquisition channels, conversion funnels, and experiment logs to map current growth state. A founder or growth lead uses it before designing new experiments, to ground next steps in what's already happening and what's been tried.0installs330Surge RetentionGrowth skill that diagnoses the retention curve, identifies the primary drop-off point, and produces a targeted intervention plan with expected impact. A founder or growth lead uses it when users aren't coming back, to turn churn into a concrete retention playbook.0installs331TermsTerms is a Privacy & ToS Drafter agent that produces GDPR-compliant privacy policies, Terms of Service, cookie policies, and DPAs. A developer uses it before launch to put the product's required legal documents in place.0installs332Terms PrivacyTerms-privacy drafts a GDPR-compliant privacy policy for the product. A developer handling user data uses it before launch to disclose data practices and meet privacy-law requirements.0installs333Terms ReconTerms-recon reviews an existing privacy policy and Terms of Service for completeness and compliance gaps. A developer uses it before launch to confirm the product's legal documents cover required disclosures and obligations.0installs334Terms TosTerms-tos drafts a Terms of Service document tailored to the product. A developer uses it before launch to put enforceable, compliant user terms in place.0installs335ToneTone is a Design Token Engineer agent focused on token architecture, theming systems, and style-dictionary pipelines. A developer uses it to define and maintain the design-token foundation that drives a product's visual styling.0installs336Tone ReconTone-recon audits existing design-token usage in a codebase. A design engineer uses it to map how tokens are currently used before designing or refactoring a token architecture.0installs337Tone ThemeTone-theme builds or fixes a theming system. A design engineer uses it to create or repair light/dark and brand theming driven by design tokens across a product's UI.0installs338Tone TokenTone-token designs or refactors a design-token architecture covering color, spacing, and typography. A design engineer uses it to establish or restructure the token system that powers a product's styling.0installs339Tonone OnboardFirst-run onboarding skill that gives a guided walkthrough of tonone's 23 agents, key skills, and worktree sessions, with a fast expert path and a longer newcomer path. A developer uses it when first adopting the toolkit to learn what exists and how to drive it.0installs340TouchA mobile-engineer skill covering native iOS/Android, cross-platform development, app stores, and mobile performance. A developer invokes this agent persona to build and ship mobile apps. Part of the tonone-ai agent team's roster.0installs341Touch AppMobile skill that produces a complete app architecture: platform choice, navigation structure, state management, data layer, and key screens. A developer uses it when starting a new iOS, Android, or cross-platform app and needs an architectural blueprint before building.0installs342Touch AuditMobile audit skill covering app size, startup time, crash reporting, store compliance, accessibility, and offline behavior. A developer uses it to check app-store readiness and performance before release, catching the issues that block approval or hurt users.0installs343Touch FeatureMobile skill that produces a feature spec: user story, technical approach, component breakdown, platform-specific considerations, and edge cases. A developer uses it when adding a screen, push notifications, or deep links to an app, to plan the work before coding.0installs344Touch ReconMobile reconnaissance skill that maps an app's tech stack, architecture, dependencies, and health for takeover. A developer uses it to understand an inherited mobile codebase before extending or maintaining it, so changes are made with the full picture.0installs345Touch ReleaseMobile skill that sets up a release pipeline: Fastlane, code signing, CI, beta distribution, and versioning. A developer uses it to get an app ready to ship to the stores and distribute to testers, automating the signing and release plumbing.0installs346Touch UiMobile UI skill (content is sparse) in the tonone mobile suite, for building app screens and interface components. A developer uses it while implementing the front end of an iOS or Android app. Classification is inferred from the skill name and mobile category given the missing description.0installs347TuneAn LLM fine-tuning engineer skill spanning PEFT/LoRA, RLHF, instruction tuning, and prompt optimization. An AI developer uses it to adapt large language models to specific tasks, from lightweight tuning to full alignment workflows.0installs348Tune FinetuneA skill that designs a fine-tuning pipeline for adapting an LLM — covering data preparation, method choice, and the training loop. An ML engineer uses it to specialize a model for a domain or task.0installs349Tune PromptA skill that systematically optimizes prompts for a specific LLM task, iterating with a structured method rather than guesswork. An AI developer uses it to squeeze better, more reliable output from a model.0installs350Tune ReconA skill that audits existing fine-tuning or prompt-engineering work, reviewing the approach and surfacing weaknesses. An ML or AI developer uses it to sanity-check how an LLM was adapted before investing further.0installs351VectAn embeddings and vector-search engineer skill covering semantic search, RAG pipelines, and vector-database design. An AI developer uses it to construct the retrieval layer behind an LLM application.0installs352Vect EmbedA skill that designs an embedding pipeline — choosing an embedding model, chunking strategy, and indexing approach. An AI developer uses it to turn documents into vectors that power semantic search or RAG.0installs353Vect ReconA skill that audits an existing vector-search or RAG implementation, reviewing retrieval design and surfacing quality problems. An AI developer uses it to diagnose why a RAG system retrieves poorly before redesigning it.0installs354Vect SearchA skill that designs a vector-search or RAG system — retrieval strategy, chunking, and vector-database selection. An AI developer uses it to architect semantic search or retrieval-augmented generation for an LLM app.0installs355VigilVigil is an observability and reliability engineer agent persona from the tonone team. It handles monitoring, alerting, SLO definition and incident response. A developer invokes it when a running service needs production observability, alert wiring, or help working through an incident.0installs356Vigil Alertvigil-alert helps you write SLO-based alert rules that use burn rate thresholds to catch service degradation early. developers use it when setting up alerts, creating runbooks, or defining SLOs—it outputs actual alert configurations ready to deploy, not strategy documents. This matters because burn-rate alerting catches real problems faster than threshold-based alerts, reducing mean time to response and keeping services reliable.0installs357Vigil CheckObservability skill that verifies monitoring posture — audits coverage, finds blind spots, and prioritizes gaps. A developer uses it as a pre-launch check to confirm a service is observable enough to operate safely before it goes live.0installs358Vigil IncidentObservability skill for incident response: diagnose a production issue, find root cause, and propose a fix with a rollback plan. An operator uses it when 'something is broken' in production and needs a fast, structured path from symptom to remediation.0installs359Vigil InstrumentObservability skill that instruments a service with OpenTelemetry — RED metrics, structured logs, distributed tracing, and health checks — emitting real code and config rather than a plan. An operator uses it to add monitoring, logging, or tracing to a service.0installs360Vigil ReconObservability reconnaissance skill that inventories existing monitoring, maps coverage, and highlights blind spots. An operator uses it to answer 'what can we see' for a running system before deciding where to add instrumentation.0installs361VoltAn embedded-and-IoT engineer skill covering firmware, microcontrollers, edge computing, and device protocols. A developer invokes this agent persona to write low-level device software and handle hardware protocols. Part of the tonone-ai agent team's roster.0installs362Volt DriverEmbedded skill that builds device drivers and protocol handlers — I2C sensors, BLE services, MQTT clients, SPI peripherals — with interrupt-driven I/O and a clean HAL abstraction. An engineer uses it to wire a specific peripheral or protocol into firmware correctly.0installs363Volt FirmwareEmbedded skill that produces a full firmware architecture spec for a described device: layer diagram, module responsibilities, HAL interfaces, key state machines, and an RTOS decision. An engineer uses it when starting or restructuring firmware and needs a concrete architectural plan.0installs364Volt OtaEmbedded skill that designs a complete OTA update system: partition layout, update flow, rollback conditions, validation checks, fleet management, and failure recovery. An engineer uses it when planning how to safely update devices already in the field.0installs365Volt PowerEmbedded power-management skill that audits sleep modes, wake sources, power state machines, and radio duty cycles, then estimates battery life. An engineer uses it to answer 'why is my battery draining' or to optimize a device's power budget before shipping.0installs366Volt ReconEmbedded reconnaissance skill that inventories an existing firmware's MCU, peripherals, RTOS, protocols, OTA, and power management, then assesses code quality with risk flags. An engineer uses it to understand a device codebase before taking it over or extending it.0installs367WardenWarden is a security engineer agent persona from the tonone team focused on IAM, secrets, compliance and threat modeling. Developers use it to review and harden a codebase or infrastructure for security risks before shipping or during a security audit.0installs368Warden AuditSecurity skill that runs a full audit across secrets, dependencies, IAM, auth, injection, XSS, HTTPS, rate limiting, and public storage. A developer uses it when asked 'are we secure' or for a security review, to get a comprehensive vulnerability list before shipping.0installs369Warden HardenSecurity skill that produces and implements a hardening spec: auth patterns, security headers, rate limiting, input validation, secrets management, and dependency hygiene. A developer uses it to 'secure this before launch', turning a service into a hardened one with concrete controls applied.0installs370Warden IamSecurity skill that builds IAM from scratch — roles, policies, and service accounts on least-privilege principles. A developer uses it when setting up access control for a service, to get a correct, scoped permission model instead of over-broad defaults.0installs371Warden ReconSecurity reconnaissance skill that inventories secrets management, IAM, dependencies, auth, encryption, audit logging, and compliance gaps. A developer uses it to answer 'how secure is this' with a concrete map of the current posture before deciding where to harden.0installs372Warden ThreatSecurity skill that produces a threat model: assets, ranked threats, mitigations, and explicitly accepted risks. A developer uses it before designing a security-sensitive feature or when asked to map the attack surface, turning 'what could go wrong' into a structured, prioritized plan.0installs373WireWire is a Prototyping Engineer agent for interactive flow docs, component specs, and developer handoff. A developer uses it to document prototypes and produce the specs engineers need to implement designs.0installs374Wire PrototypeWire-prototype documents a prototype or user flow. A design engineer uses it to capture and communicate how an interaction or flow should work before it is built out in code.0installs375Wire ReconWire-recon audits existing design documentation. A design engineer uses it to survey which component specs, flows, and handoff docs already exist before writing new prototype or handoff documentation.0installs376Wire SpecWire-spec writes a developer-handoff spec for a component or feature. A design engineer uses it to document the behavior, states, and details engineers need to implement a design accurately.0installs377ZeroA Zero Trust Architect agent covering network segmentation, identity-based access, and microsegmentation design. A security architect uses it to plan and document a zero-trust model that removes implicit trust across an environment.0installs378Zero AuditA skill that audits an environment against zero-trust principles. A security architect uses it to identify where access is implicitly trusted and which controls fall short of least-privilege, segmented, identity-based access.0installs379Zero DesignA skill that designs a zero-trust architecture, including a phased roadmap and segmentation strategy. A security architect uses it to turn zero-trust principles into a concrete, staged implementation plan for an organization's network and identity.0installs380Zero ReconA skill that surveys network and identity controls to assess zero-trust readiness. A security architect uses it to baseline an environment's current segmentation and access model before planning a phased zero-trust rollout.0installs