renatocaliari
167 verified skills199 total stars
cali-code-navigation
[Cali] Tool priority rules for code navigation: Cymbal-first, FFF fallback, batch guidance for token efficiency, and semantic diff workflow. Activates on any file-task within a Git repository to guide agent tool selection.
tools2
stelow-product-scope-executor
[stelow] Reads an approved product plan with typed scopes (feature, optimization, spike, test-*) and routes each scope to its correct executor. Acts as the autonomous overnight "set and forget" orchestrator — the pi equivalent of /goal for approved plans. For test-* scopes, enforces hard blocks (critical-path tests, security gates). Part of stelow but can be used standalone.
development2
stelow-product-testing-ai-code
[stelow] AI-aware testing strategy skill for software products. Generates AI-aware testing plans, security gates, and risk-based coverage targets. Activated automatically when product_type is "software" or "hybrid"; usable standalone. Based on empirical research: AgentAssay (2026), MSR 2026, Veracode 2025, CodeRabbit 2025, LLM4TDD (2023), TDD-with-AI-Agents (2026).
development2
stelow-product-job-to-be-done
[stelow] Complete set of specialized prompts for Jobs To Be Done (JTBD) analysis and discovery, based on the methodology by calionauta. Use this skill whenever the user wants to perform any kind of JTBD analysis: contextual market segmentation, thinking styles (Indi Young), JTBD discovery, competitor mapping, job actors, situational variables, job map steps, functional needs (desired outcomes), financial needs, or emotional/social jobs. Contains 10 professional prompts ready to run with AI agents. Trigger whenever the user mentions: jobs to be done, JTBD, contextual segmentation, thinking styles, Indi Young, job map, job steps, desired outcomes, user needs, JTBD competitors, job actors, situational variables, emotional jobs, social jobs, or any combination of these terms.
testing2
cali-social-publish
Creates and publishes NEW, original posts to your own X and/or LinkedIn feed, from direct text, a local .md file, or a reference URL. Expands the source into full post(s), generates variations/alternatives, and publishes by reusing an already-logged-in browser session (free) or via official API (configurable per platform). Supports automatic mode (publishes without human choice) and review mode (shows alternatives and waits for confirmation). Use when the user asks to "create a post about X", "turn this article/markdown into a post", "publish to my feed", or "post something based on [reference]". Do NOT use this to reply/comment on other people's posts — that's the `social-engage` skill. Do NOT use this to read/analyze timelines — that's `social-listening`.
development2
cali-sommelier-ia-diagnostico
Gera os relatórios do "Sommelier de IA" (Cali · calionauta.github.io/sommelier-ia) a partir de um transcript de entrevista com cliente. Use SEMPRE que houver um transcript/gravação de conversa com um cliente e a intenção for produzir o relatório da CONVERSA GRATUITA de 20 min OU do DIAGNÓSTICO COMPLETO pago de 45 min — mesmo que o usuário não diga "skill" nem "relatório" (ex.: "analisa essa entrevista", "monta o report do cliente X", "faz o diagnóstico de IA desse transcript", "resume essa call e sugere ferramentas"). Produz um HTML autocontido com a marca Sommelier (creme/terracota, DM Serif Display + Inter), pronto para virar PDF, em pt-br, priorizando ferramentas simples que o cliente já tem, com cálculo de ROI realista em FAIXAS e um upsell honesto no fim. Os preços dos serviços vêm de `references/config.yaml` — nunca hardcode. NÃO use para escrever posts, e-mails soltos ou para diagnósticos que não venham de um transcript de entrevista.
tools2
skills/local/cali-social-listening
--- name: cali-social-listening description: Reads and analyzes X/Twitter and LinkedIn timelines to summarize information, detect conversation patterns, and rank posts worth engaging with. Use whenever the user asks to "read the feed", "see what people are saying about X", "summarize recent tweets/posts", "find patterns", or "where could I comment" on X or LinkedIn — even if they don't use the word "scraping" or "skill". This skill is READ-ONLY: it never posts, comments, or likes anything. For i
development2
stelow-product-marketplace-playbook
Strategies and tactics for stimulating marketplaces by balancing supply and demand. Covers 19 proven tactics from getting the harder side first to creating urgency through constraints.
testing2
stelow-product-open-source
The Open Source Paradox — delivering value by giving up control. Explores business models, organizational structures, and strategies for competing in an open-source world.
data-ai2
stelow-product-multi-method-market-analysis
Conduct deep, structured market analysis using multiple methodologies (PESTLE, Foresight, Delphi, Wardley Maps). Use this skill whenever the user asks for market analysis, competitive intelligence, industry research, market trends, weekly intelligence reports, or strategic market insights. Also trigger when the user mentions PESTLE, Wardley Maps, Foresight signals, or wants to understand a market, niche, or industry in depth — even if they don't explicitly ask for "market analysis".
testing2
cali-social-engage
Creates draft replies/comments for X or LinkedIn posts identified by the social-listening skill, and optionally publishes on X (never automatically on LinkedIn). Use ONLY when the user explicitly asks to "reply", "comment", "draft a reply", or "post" something — never trigger this automatically after running social-listening without the user asking.
testing2
stelow-product-orchestrator
[stelow] Complete product planning workflow: Shape Up -> Interface -> Tech Planning -> Product Critique -> Plannotator Gate. Includes 8 domain playbooks (Pricing, Trust, Ads, Health, etc)
development2
stelow-product-opportunity-mapping
Generate deep strategic opportunity maps with ranked solutions for any business problem, product idea, or organizational challenge. Use this skill whenever the user wants to explore opportunities, generate product or business ideas, map solutions from a problem or input, prioritize initiatives, or think through organizational and cultural improvements. Also trigger when the user mentions "opportunity mapping", "strategic analysis", "solution generation", "product strategy", or asks "what should we build" or "what can we do about X" — even if they don't use the exact words.
development2
stelow-product-pricing
Pricing strategies and models for product offerings. Covers exchange bases, consumption control, interest alignment, and perception techniques to formalize value exchange agreements.
testing2
stelow-product-plan-critique
[stelow] Systematic gap analysis for product plans. Accepts a spec-product.md file and evaluates flows, states, affordances+design quality, data handling, system contracts, compositional quality (purpose-layout alignment), and feasibility — then generates a classified gap report with actionable questions. Part of stelow (`critique` stage) but usable standalone.
testing2
stelow-product-business-models
Business model creativity triggers for reducing costs and generating revenue. Based on Jobs to Be Done frameworks from Strategyn to adapt and experiment with new models.
development2
stelow-product-codebase-critique
[stelow] Structural critique for codebases. Accepts a directory of source code and evaluates architecture, data flow, API contracts, performance, theming, responsive patterns, and AI slop in code — then generates a classified gap report. Part of stelow (pre-implementation codebase review) but usable standalone. For codebases with visual UI, use stelow-product-ux-critique instead.
development2
stelow-product-execution-critique
[stelow] Post-implementation execution critique: verify scope completion, implementation quality, NFR coverage, edge cases, doc/tests, produce a gap registry with decision matrix. Supports 4 modes: workflow (spec-tech.md), plan (spec-product.md), context (dir/URL), and standalone (auto-detects via sem diff + git). Falls back to git diff when sem is not installed.
testing2
stelow-product-health
Product health monitoring through signals in tension. Monitor both effectiveness and user well-being by observing tension between success signals and counterbalance signals, focusing on removing unwanted side effects.
tools2
landing-page-evaluator
Evaluates existing landing page copy (or a description/brief of a landing page not yet written) and/or generates a new landing page structure with full copy, based on copywriting frameworks mapped to 5 product/service/brand categories, with a focus on human tone and anti-marketing-bullshit writing (avoiding generic-AI clichés like 'elevate', 'unlock', 'seamless', 'journey', empty promises). Use this skill whenever the user mentions a landing page, sales page, opt-in page, conversion copy, or a product/service page structure, or asks to review, critique, improve, or create copy for a page meant to convert — even if they don't use the words 'landing page' explicitly (e.g. 'my course page', 'my SaaS homepage copy', 'copy to attract mentorship clients').
tools2
stelow-product-ads
Advertising strategies for online placement based on the Transtheoretical Model of Change. Covers the 5 stages of audience awareness and ad categories for each stage.
development2
stelow-product-interface-alternatives
[stelow] Interface alternatives exploration skill. Use when generating interface proposals using the 5-archetype library. Produces 1, 3, or 5 proposals depending on appetite, plus hybrid recommendation for Core/Complete. Part of stelow but can be used standalone.
development2
stelow-product-evolutionary-principles
[stelow] Strategic product evolution and innovation exploration inspired by evolutionary systems thinking, novelty search, stepping-stones theory, and adaptive product ecosystems. Activate when: - product strategy feels too objective-driven or roadmap-rigid - teams are prematurely optimizing toward fixed outcomes - exploring innovation, experimentation, or long-term adaptability - evaluating product direction beyond short-term metrics - prioritization discussions feel shallow or disconnected - teams need better framing for experimentation and discovery - discussing ecosystems, platforms, adaptability, or emergent behavior - exploring feature prioritization through connections and optionality - discussing product resilience, flexibility, or future evolution
testing2
stelow-product-discovery
[stelow] Complete expert in the short-cycle product learning method, based on the e-book "Guide to Creating Products with Short Learning Cycles" by calionauta. Use this skill whenever the user asks about: idea validation, customer discovery, product experimentation, jobs to be done, pricing strategies, business models, marketing channels, early adopters, MVP, product-market fit, pre-sales, launch strategies, product innovation, product lifecycle, building customer trust, marketplace, open source as strategy, or any concept related to creating and validating digital products with low risk and fast learning. This skill contains ALL the method details — do not skip any detail.
development2
stelow-product-coding-standards
[stelow] Self-contained coding standards for product planning. Universal principles (KISS, DRY, LoB, SoC, Fail Fast, YAGNI, file/function size limits). Use when generating or reviewing code within any product planning context.
development2
cali-ops-verify-ci
Deterministically verify a GitHub repo's CI status and (optionally) live deployment without blocking the agent. Triggers when: an agent needs to confirm CI is green after a push/merge/release, a multica Autopilot schedules a periodic CI/deploy check, or an aborted/idle-watchdog run needs post-verification. Covers: bounded gh run polling (never indefinite wait), JSON status output, and optional byte-diff of a live URL against a repo reference file. Use instead of blocking on `gh run watch`.
testing2
stelow-product-shape-up
[stelow] Shape Up product planning skill. Use when the user wants to shape a product proposal using the Shape Up method. Produces a shaped proposal with problem, solution, scope (IN/OUT), and risks. Part of the stelow but can be used standalone.
tools2
cali-degustia-depoimentos
Guia a coleta de depoimentos de clientes do Sommelier de IA no momento certo do processo, usando a abordagem de Hormozi: pedir depois da primeira evidência de resultado, nunca na entrega. Gera depoimentos mais autênticos e reduz a sensação de que o cliente está sendo "solicitado".
tools2
cali-ops-deploy-github-tailscale
[Cali] Deploy to a private server via Tailscale OIDC with ephemeral credentials. Use when: setting up CI/CD deploy pipeline, configuring Tailscale SSH + OpenSSH for GitHub Actions, creating deploy users with restricted access, writing deploy.yml workflows, or troubleshooting deploy authentication failures. Triggers: "deploy to server", "tailscale deploy", "deploy pipeline", "CI/CD deploy", "deploy workflow", "deploy setup", "deploy key", "deploy user".
testing2
stelow-product-testing-execution
Run post-implementation testing protocol. Triggers when: user says 'test this', 'run tests', 'QA', 'dogfood', 'check quality', user finishes implementing a feature, or when a PR is ready for review. Also triggers on mentions of: test coverage, accessibility audit, WCAG, design review, code review, subagent review, UX quality audit. Covers: parallel review via subagents, UX/UI quality audit (via stelow-product-ux-critique), accessibility check, and browser testing. Part of stelow but usable standalone by stating what needs testing.
development2
cali-coding-go-standards
Use this skill for any Go (Golang) backend task — writing services, APIs, CLI tools, concurrent code, or reviewing/refactoring existing Go code. Triggers on: any .go file, mention of goroutines, channels, mutexes, Go modules, or requests to build backend systems in Go. Also triggers when setting up linters, running tests, managing Go dependencies, or running the app locally during development.
tools2
cali-coding-go-stack
[Cali] Go web stack: Datastar, Templ, DaisyUI, NATS, PocketBase/SQLite, GoAI LLM, Zenflow agents. Scaffold, real-time, hypermedia, auth, DB, embeddings, voice AI, AI agents, durable workflows, queues. Queues use NATS JetStream or goqite. Workflows use go-workflows, turbine, ebind, dagnats, or Hatchet per decision tree below.
development2
stelow-product-ux-critique
[stelow] Full UX critique for visual interfaces. Accepts a live URL, source code directory, or screenshot image. Evaluates accessibility (WCAG AA), Nielsen's 10 heuristics, visual hierarchy, cognitive load, consistency, mobile responsiveness, AI slop, emotional journey, and design personas — then generates a classified gap report. Standalone or integrated into stelow and stelow-product-testing-execution.
development2
cali-ops-server-security
[Cali] Server security audit and hardening for private servers behind Tailscale. Use when: auditing server security, hardening SSH/firewall/Docker, checking for vulnerabilities, setting up fail2ban, reviewing port exposure, responding to security alerts, or storing API tokens/secrets on the server. Covers 7 layers: CloudFlare, UFW, Tailscale, SSH, Docker, Application, Secrets. Triggers: "server security", "security audit", "harden server", "SSH hardening", "firewall rules", "UFW config", "fail2ban", "port security", "Docker security", "vulnerability check", "security review", "API token", "secrets storage", "~/.secrets", "env vars".
development2
cali-degustia-diagnostico
Gera os relatórios do "Sommelier de IA" (Cali · calionauta.github.io/sommelier-ia) a partir de um transcript de entrevista com cliente. Use SEMPRE que houver um transcript/gravação de conversa com um cliente e a intenção for produzir o relatório da Sutil de 20 min ou do Encorpado pago de 45 min — mesmo que o usuário não diga "skill" nem "relatório" (ex.: "analisa essa entrevista", "monta o report do cliente X", "faz o diagnóstico de IA desse transcript", "resume essa call e sugere ferramentas"). Produz um HTML autocontido com a marca Sommelier (creme/terracota, DM Serif Display + Inter), pronto para virar PDF, em pt-br, priorizando ferramentas simples que o cliente já tem, com cálculo de ROI realista em FAIXAS e um upsell honesto no fim. Os preços dos serviços vêm de `references/config.yaml` — nunca hardcode. NÃO use para escrever posts, e-mails soltos ou para diagnósticos que não venham de um transcript de entrevista.
tools2
stelow-product-tech-planning
[stelow] Technical planning and scope sequencing skill. Generates typed scopes (feature/optimization/spike + test-*), sequences them, and creates goals (see references/cli-tools/goals.md). For software products, also generates testing-strategy.md via stelow-product-testing-ai-code. Part of stelow but can be used standalone.
tools2
stelow-product-promotions
Launch promotion strategies using the MAGIC framework. Covers Loss Leader, Gift Card Sale, Limited High-Value Package, and Irresistible Freebie strategies with tactical examples.
development2
cali-degustia-metricas
Extrai métricas estruturadas, cálculos e estimativas de transcripts de entrevistas com clientes do Sommelier de IA. Produz um JSON com dores, frequências, tempo gasto, pessoas envolvidas, economia potencial, ROI e recomendações financeiras. Projetado para alimentar o cali-degustia-diagnostico ou integrar com dashboards/planilhas.
tools2
stelow-product-trust-building
Building trust through perception and guarantee mechanisms. Covers ten pillars to materialize trust, guarantee types from unconditional to anti-guarantees, and strategic approaches for different contexts.
development2
cali-degustia-client-news-watch
Reads past DegustIA client report files (HTML or Markdown), extracts every recommended tool and client context, deduplicates tools across clients, then searches Reddit, X, Hacker News, Exa Web, and the wider web for meaningful updates about those tools or related solutions. Produces a prioritized brief of what changed and which specific clients might benefit. Integrates with the last30days skill for social/community signal detection.
tools2
cali-multi-method-market-analysis
Conduct deep, structured market analysis using multiple methodologies (PESTLE, Foresight, Delphi, Wardley Maps). Use this skill whenever the user asks for market analysis, competitive intelligence, industry research, market trends, weekly intelligence reports, or strategic market insights. Also trigger when the user mentions PESTLE, Wardley Maps, Foresight signals, or wants to understand a market, niche, or industry in depth — even if they don't explicitly ask for "market analysis".
testing1
cali-docker-server-dashboard
[Cali] - INTERACTIVE SKILL: Discover servers from ~/.ssh/config, auto-detect hosts (filtering out non-server entries like github.com), prompt user to pick one via question tool, then SSH into the chosen server and render a real-time ASCII dashboard with Docker containers, images, volumes, routes, cron, orphaned resources, and cleanup suggestions. REQUIRES question tool, SSH config parsing, and shell execution.
tools1
cali-multi-method-market-analysis
Conduct deep, structured market analysis using multiple methodologies (PESTLE, Foresight, Delphi, Wardley Maps). Use this skill whenever the user asks for market analysis, competitive intelligence, industry research, market trends, weekly intelligence reports, or strategic market insights. Also trigger when the user mentions PESTLE, Wardley Maps, Foresight signals, or wants to understand a market, niche, or industry in depth — even if they don't explicitly ask for "market analysis".
testing1
cali-starhtml
Builds reactive web applications with StarHTML, a Python-first framework over Datastar. Use when writing StarHTML components, signals, event handlers, reactive attributes, conditional helpers, CSS classes, computed signals, HTTP actions, SSE endpoints, or plugins (persist, scroll, resize, drag, canvas, motion, markdown, katex, mermaid, split, nodegraph). For UI components, use StarUI (shadcn/ui for Python). After generating any StarHTML file, run `starhtml-check <file.py>` to validate.
tools1
cali-starstream
Adds real-time broadcasting, multi-user collaboration, and database persistence to StarHTML applications. Use when implementing chat systems, collaborative editors, presence tracking, typing indicators, or any feature requiring synchronized state across clients. Supports core StarStream (broadcasting), PocketBase (persistence), and Loro (CRDT) plugins.
tools1
cali-jtbd-skill
[Cali] Complete set of specialized prompts for Jobs To Be Done (JTBD) analysis and discovery, based on the methodology by Cali (Renato Caliari). Use this skill whenever the user wants to perform any kind of JTBD analysis: contextual market segmentation, thinking styles (Indi Young), JTBD discovery, competitor mapping, job actors, situational variables, job map steps, functional needs (desired outcomes), financial needs, or emotional/social jobs. Contains 10 professional prompts ready to run with AI agents. Trigger whenever the user mentions: jobs to be done, JTBD, contextual segmentation, thinking styles, Indi Young, job map, job steps, desired outcomes, user needs, JTBD competitors, job actors, situational variables, emotional jobs, social jobs, or any combination of these terms.
testing1
cali-codebase-spec
[Cali] Use this skill whenever the user wants to analyze a codebase and generate a detailed product spec document. Triggers for: "analyze this codebase", "generate a spec", "document this project", "reverse engineer this app", "what does this system do", "create product documentation", "map out the features", "extract product rules from code", "what does this codebase do", "generate product spec from code", "document this app", "spec out this repo", "read this code and tell me what it does", "create a product spec", "reverse engineer the product", "what features does this app have", "document the flows", "extract the prompts from this code", or any request to extract product knowledge from source code. Supports any input method: file uploads, pasted code, filesystem paths, or zip archives. Always use this skill when the user shares code AND wants to understand what the product does — even if they don't explicitly say "spec" or "documentation".
development1
cali-evolutionary-principles
[Cali] Strategic product evolution and innovation exploration inspired by evolutionary systems thinking, novelty search, stepping-stones theory, and adaptive product ecosystems. Activate when: - product strategy feels too objective-driven or roadmap-rigid - teams are prematurely optimizing toward fixed outcomes - exploring innovation, experimentation, or long-term adaptability - evaluating product direction beyond short-term metrics - prioritization discussions feel shallow or disconnected - teams need better framing for experimentation and discovery - discussing ecosystems, platforms, adaptability, or emergent behavior - exploring feature prioritization through connections and optionality - discussing product resilience, flexibility, or future evolution
testing1
cali-opportunity-mapping
Generate deep strategic opportunity maps with ranked solutions for any business problem, product idea, or organizational challenge. Use this skill whenever the user wants to explore opportunities, generate product or business ideas, map solutions from a problem or input, prioritize initiatives, or think through organizational and cultural improvements. Also trigger when the user mentions "opportunity mapping", "strategic analysis", "solution generation", "product strategy", or asks "what should we build" or "what can we do about X" — even if they don't use the exact words.
development1
cali-questions-quality
[Cali] Use esta skill sempre que o usuário quiser avaliar, revisar ou melhorar perguntas de entrevistas, roteiros terapêuticos, questionários qualitativos, pesquisas de narrativa, formulários de satisfação, roteiros JTBD (Jobs to Be Done) ou qualquer conjunto de perguntas destinado a captar histórias reais e significados pessoais. Acione também quando o usuário colar perguntas e pedir para verificar se seguem boas práticas narrativas, ou pedir sugestões de perguntas e sequenciamentos adequados. Trigger words: "avaliar perguntas", "roteiro de entrevista", "captar narrativa", "pesquisa qualitativa", "perguntas para história", "revisar questionário", "perguntas terapêuticas", "narrative interview", "JTBD", "jobs to be done", "entrevista de cliente", "roteiro de pesquisa", "avaliar formulário".
tools1
cali-boilerplate-go
[Cali] Scaffolds Go web applications with Datastar, Templ, DaisyUI, TailwindCSS, NATS, and optional features (Fabric.js whiteboard, LiveKit+Gemini voice AI, PocketBase/SQLite database). Use when starting a new Go web project, creating real-time features, building hypermedia-driven apps, or scaffolding Go backend with SSE support. Triggers for "new go project", "scaffold go app", "go web boilerplate", "datastar go", "templ project", "go realtime app", "hypermedia go", "go sse server", "tailwind daisyui", "go ui components", or when user wants Go backend with reactive frontend. Also triggers for AI/LLM integration needs when involving voice: "voice AI", "voice bot", "livekit gemini", "real-time voice", "audio AI". For text-only AI use the goai module in `features/ai/` (included in scaffold).
development1
cali-scope-executor
[Cali] Reads an approved product plan with typed scopes (feature, optimization, spike) and routes each scope to its correct executor. Acts as the autonomous overnight "set and forget" orchestrator — the pi equivalent of /goal for approved plans.
development1
cali-product-planner
[Cali] Planejamento estratégico completo de produto. Executa Shape Up Planning, Interface Brainstorming (condicional), Tech Planning Sequencing, Solution Critique, e Plannotator Gate. Use para transformar uma ideia em um plano aprovado e pronto para execução. Sempre ativada pelo AGENTS.md para qualquer mudança de código. Tool calls centralizadas neste arquivo. Referências em /references/ contêm dados puros (checklists, arquétipos, templates). Consulte o bloco "Adaptação por Ambiente" no final se uma tool não estiver disponível.
tools1
cali-short-cycle-product
[Cali] Complete expert in the short-cycle product learning method, based on the e-book "Guide to Creating Products with Short Learning Cycles" by Cali (Renato Caliari). Use this skill whenever the user asks about: idea validation, customer discovery, product experimentation, jobs to be done, pricing strategies, business models, marketing channels, early adopters, MVP, product-market fit, pre-sales, launch strategies, product innovation, product lifecycle, building customer trust, marketplace, open source as strategy, or any concept related to creating and validating digital products with low risk and fast learning. This skill contains ALL the method details — do not skip any detail.
development1
cali-product-promotions
Launch promotion strategies using the MAGIC framework. Covers Loss Leader, Gift Card Sale, Limited High-Value Package, and Irresistible Freebie strategies with tactical examples.
development1
cali-product-marketplace-playbook
Strategies and tactics for stimulating marketplaces by balancing supply and demand. Covers 19 proven tactics from getting the harder side first to creating urgency through constraints.
testing1
cali-product-pricing
Pricing strategies and models for product offerings. Covers exchange bases, consumption control, interest alignment, and perception techniques to formalize value exchange agreements.
testing1
cali-opportunity-mapping
Generate deep strategic opportunity maps with ranked solutions for any business problem, product idea, or organizational challenge. Use this skill whenever the user wants to explore opportunities, generate product or business ideas, map solutions from a problem or input, prioritize initiatives, or think through organizational and cultural improvements. Also trigger when the user mentions "opportunity mapping", "strategic analysis", "solution generation", "product strategy", or asks "what should we build" or "what can we do about X" — even if they don't use the exact words.
development1
cali-coding-starhtml
Builds reactive web applications with StarHTML, a Python-first framework over Datastar. Use when writing StarHTML components, signals, event handlers, reactive attributes, conditional helpers, CSS classes, computed signals, HTTP actions, SSE endpoints, or plugins (persist, scroll, resize, drag, canvas, motion, markdown, katex, mermaid, split, nodegraph). For UI components, use StarUI (shadcn/ui for Python). After generating any StarHTML file, run `starhtml-check <file.py>` to validate.
tools1
cali-coding-starstream
Adds real-time broadcasting, multi-user collaboration, and database persistence to StarHTML applications. Use when implementing chat systems, collaborative editors, presence tracking, typing indicators, or any feature requiring synchronized state across clients. Supports core StarStream (broadcasting), PocketBase (persistence), and Loro (CRDT) plugins.
tools1
cali-ops-docker-server-dashboard
[Cali] - INTERACTIVE SKILL: Discover servers from ~/.ssh/config, auto-detect hosts (filtering out non-server entries like github.com), prompt user to pick one via question tool, then SSH into the chosen server and render a real-time ASCII dashboard with Docker containers, images, volumes, routes, cron, orphaned resources, and cleanup suggestions. REQUIRES question tool, SSH config parsing, and shell execution.
tools1
cali-coding-codebase-spec
[Cali] Use this skill whenever the user wants to analyze a codebase and generate a detailed product spec document. Triggers for: "analyze this codebase", "generate a spec", "document this project", "reverse engineer this app", "what does this system do", "create product documentation", "map out the features", "extract product rules from code", "what does this codebase do", "generate product spec from code", "document this app", "spec out this repo", "read this code and tell me what it does", "create a product spec", "reverse engineer the product", "what features does this app have", "document the flows", "extract the prompts from this code", or any request to extract product knowledge from source code. Supports any input method: file uploads, pasted code, filesystem paths, or zip archives. Always use this skill when the user shares code AND wants to understand what the product does — even if they don't explicitly say "spec" or "documentation".
development1
cali-job-to-be-done-framework
[Cali] Complete set of specialized prompts for Jobs To Be Done (JTBD) analysis and discovery, based on the methodology by Cali (Renato Caliari). Use this skill whenever the user wants to perform any kind of JTBD analysis: contextual market segmentation, thinking styles (Indi Young), JTBD discovery, competitor mapping, job actors, situational variables, job map steps, functional needs (desired outcomes), financial needs, or emotional/social jobs. Contains 10 professional prompts ready to run with AI agents. Trigger whenever the user mentions: jobs to be done, JTBD, contextual segmentation, thinking styles, Indi Young, job map, job steps, desired outcomes, user needs, JTBD competitors, job actors, situational variables, emotional jobs, social jobs, or any combination of these terms.
development1
cali-evolutionary-principles
[Cali] Strategic product evolution and innovation exploration inspired by evolutionary systems thinking, novelty search, stepping-stones theory, and adaptive product ecosystems. Activate when: - product strategy feels too objective-driven or roadmap-rigid - teams are prematurely optimizing toward fixed outcomes - exploring innovation, experimentation, or long-term adaptability - evaluating product direction beyond short-term metrics - prioritization discussions feel shallow or disconnected - teams need better framing for experimentation and discovery - discussing ecosystems, platforms, adaptability, or emergent behavior - exploring feature prioritization through connections and optionality - discussing product resilience, flexibility, or future evolution
testing1
cali-short-cycle-product
[Cali] Complete expert in the short-cycle product learning method, based on the e-book "Guide to Creating Products with Short Learning Cycles" by Cali (Renato Caliari). Use this skill whenever the user asks about: idea validation, customer discovery, product experimentation, jobs to be done, pricing strategies, business models, marketing channels, early adopters, MVP, product-market fit, pre-sales, launch strategies, product innovation, product lifecycle, building customer trust, marketplace, open source as strategy, or any concept related to creating and validating digital products with low risk and fast learning. This skill contains ALL the method details — do not skip any detail.
development1
boilerplate-go
Scaffolds Go web applications with Datastar, Templ, DaisyUI, TailwindCSS, NATS, and optional features (Fabric.js whiteboard, LiveKit+Gemini voice AI, PocketBase/SQLite database). Use when starting a new Go web project, creating real-time features, building hypermedia-driven apps, or scaffolding Go backend with SSE support. Triggers for "new go project", "scaffold go app", "go web boilerplate", "datastar go", "templ project", "go realtime app", "hypermedia go", "go sse server", "tailwind daisyui", "go ui components", or when user wants Go backend with reactive frontend. Also triggers for AI/LLM integration needs when involving voice: "voice AI", "voice bot", "livekit gemini", "real-time voice", "audio AI". For text-only AI use the goai skill instead.
development1
cali-product-trust-building
Building trust through perception and guarantee mechanisms. Covers ten pillars to materialize trust, guarantee types from unconditional to anti-guarantees, and strategic approaches for different contexts.
development1
cali-scope-executor
[Cali] Reads an approved product plan with typed scopes (feature, optimization, spike) and routes each scope to its correct executor. Acts as the autonomous overnight "set and forget" orchestrator for approved plans.
tools1
cali-interface-brainstorm
[Cali] Interface brainstorming skill using the 5 archetypes method. Generates 5 independent proposals plus a hybrid recommendation. Can be used standalone or as part of cali-product-workflow.
data-ai1
cali-tech-planning
[Cali] Technical planning and scope sequencing skill. Generates typed scopes (feature/optimization/spike), sequences them, and creates progress tracking units. Can be used standalone or as part of cali-product-workflow.
testing1
cali-product-health
Product health monitoring through signals in tension. Monitor both effectiveness and user well-being by observing tension between success signals and counterbalance signals, focusing on removing unwanted side effects.
tools1
cali-shape-up
[Cali] Shape Up product planning skill. Use when you want to shape a product proposal using the Shape Up method. Produces a shaped proposal with problem, solution, scope (IN/OUT), and risks. Can be used standalone or as part of the cali-product-workflow.
tools1
cali-plan-critique
[Cali] Plan critique skill using audit checklists and frameworks. Reviews spec-product.md for gaps, risks, and improvements. Can be used standalone after Shape Up or as part of cali-product-workflow.
development1
cali-product-open-source
The Open Source Paradox — delivering value by giving up control. Explores business models, organizational structures, and strategies for competing in an open-source world.
data-ai1
cali-coding-standards
[Cali] Universal coding standards and principles for all languages and frameworks. Use when writing, reviewing, or refactoring code. Covers KISS, DRY, LoB, SoC, Fail Fast, Convention over Configuration, and more. Automatically activates on Go projects alongside cali-coding-go-standards. Provides file/function size limits, CI enforcement patterns, and tie-breaker rules for conflicting principles.
development1
cali-ops-package-audit
Run supply chain security scans before installing packages or before releases. Triggers when: user installs a package (npm, pip, go get, brew), user asks to 'scan dependencies', 'check vulnerabilities', 'supply chain', 'security audit', 'run trivy', 'run socket', or before any release/deployment. Also triggers on mentions of: socket.dev, trivy, OSV-scanner, dotenvx, CVE, dependency audit. Covers all four tools with concrete commands.
tools1
cali-tech-planning
[Cali] Technical planning and scope sequencing skill. Generates typed scopes (feature/optimization/spike + test-*), sequences them, and creates goals (see references/cli-tools/goals.md). For software products, also generates testing-strategy.md via cali-testing-ai-code. Part of cali-product-workflow but can be used standalone.
tools1
solution-critique
Critical evaluation of solution proposals to surface ambiguities, gaps, risks, and missing states before implementation. Acts as a senior product design strategist sparring partner — not generating new directions, but stress-testing an existing plan for implementation readiness. Covers flows, interactions, data, state surfaces (empty/loading/error/edge cases), and system interfaces.
testing1
cali-boilerplate-go
[Cali] Scaffolds Go web applications with Datastar, Templ, DaisyUI, TailwindCSS, NATS, and optional features (Fabric.js whiteboard, LiveKit+Gemini voice AI, PocketBase/SQLite database). Use when starting a new Go web project, creating real-time features, building hypermedia-driven apps, or scaffolding Go backend with SSE support. Triggers for "new go project", "scaffold go app", "go web boilerplate", "datastar go", "templ project", "go realtime app", "hypermedia go", "go sse server", "tailwind daisyui", "go ui components", or when user wants Go backend with reactive frontend. Also triggers for AI/LLM integration needs when involving voice: "voice AI", "voice bot", "livekit gemini", "real-time voice", "audio AI". For text-only AI use the goai module in `features/ai/` (included in scaffold).
development1
cali-product-ads
Advertising strategies for online placement based on the Transtheoretical Model of Change. Covers the 5 stages of audience awareness and ad categories for each stage.
development1
cali-product-business-models
Business model creativity triggers for reducing costs and generating revenue. Based on Jobs to Be Done frameworks from Strategyn to adapt and experiment with new models.
development1
cali-product-health
Product health monitoring through signals in tension. Monitor both effectiveness and user well-being by observing tension between success signals and counterbalance signals, focusing on removing unwanted side effects.
tools1
cali-job-to-be-done-framework
[Cali] Complete set of specialized prompts for Jobs To Be Done (JTBD) analysis and discovery, based on the methodology by Cali (Renato Caliari). Use this skill whenever the user wants to perform any kind of JTBD analysis: contextual market segmentation, thinking styles (Indi Young), JTBD discovery, competitor mapping, job actors, situational variables, job map steps, functional needs (desired outcomes), financial needs, or emotional/social jobs. Contains 10 professional prompts ready to run with AI agents. Trigger whenever the user mentions: jobs to be done, JTBD, contextual segmentation, thinking styles, Indi Young, job map, job steps, desired outcomes, user needs, JTBD competitors, job actors, situational variables, emotional jobs, social jobs, or any combination of these terms.
development1
cali-product-ads
Advertising strategies for online placement based on the Transtheoretical Model of Change. Covers the 5 stages of audience awareness and ad categories for each stage.
development1
cali-product-pricing
Pricing strategies and models for product offerings. Covers exchange bases, consumption control, interest alignment, and perception techniques to formalize value exchange agreements.
testing1
cali-product-marketplace-playbook
Strategies and tactics for stimulating marketplaces by balancing supply and demand. Covers 19 proven tactics from getting the harder side first to creating urgency through constraints.
testing1
cali-product-open-source
The Open Source Paradox — delivering value by giving up control. Explores business models, organizational structures, and strategies for competing in an open-source world.
data-ai1
cali-product-promotions
Launch promotion strategies using the MAGIC framework. Covers Loss Leader, Gift Card Sale, Limited High-Value Package, and Irresistible Freebie strategies with tactical examples.
development1
cali-product-trust-building
Building trust through perception and guarantee mechanisms. Covers ten pillars to materialize trust, guarantee types from unconditional to anti-guarantees, and strategic approaches for different contexts.
development1
cali-scope-executor
[Cali] Reads an approved product plan with typed scopes (feature, optimization, spike, test-*) and routes each scope to its correct executor. Acts as the autonomous overnight "set and forget" orchestrator — the pi equivalent of /goal for approved plans. For test-* scopes, enforces hard blocks (mutation score, security gates).
development1
cali-product-health
Product health monitoring through signals in tension. Monitor both effectiveness and user well-being by observing tension between success signals and counterbalance signals, focusing on removing unwanted side effects.
tools1
cali-product-open-source
The Open Source Paradox — delivering value by giving up control. Explores business models, organizational structures, and strategies for competing in an open-source world.
data-ai1
cali-product-ads
Advertising strategies for online placement based on the Transtheoretical Model of Change. Covers the 5 stages of audience awareness and ad categories for each stage.
development1
cali-product-pricing
Pricing strategies and models for product offerings. Covers exchange bases, consumption control, interest alignment, and perception techniques to formalize value exchange agreements.
testing1
cali-product-marketplace-playbook
Strategies and tactics for stimulating marketplaces by balancing supply and demand. Covers 19 proven tactics from getting the harder side first to creating urgency through constraints.
testing1
cali-product-promotions
Launch promotion strategies using the MAGIC framework. Covers Loss Leader, Gift Card Sale, Limited High-Value Package, and Irresistible Freebie strategies with tactical examples.
development1
cali-product-trust-building
Building trust through perception and guarantee mechanisms. Covers ten pillars to materialize trust, guarantee types from unconditional to anti-guarantees, and strategic approaches for different contexts.
development1
cali-multi-method-market-analysis
Conduct deep, structured market analysis using multiple methodologies (PESTLE, Foresight, Delphi, Wardley Maps). Use this skill whenever the user asks for market analysis, competitive intelligence, industry research, market trends, weekly intelligence reports, or strategic market insights. Also trigger when the user mentions PESTLE, Wardley Maps, Foresight signals, or wants to understand a market, niche, or industry in depth — even if they don't explicitly ask for "market analysis".
testing1
cali-opportunity-mapping
Generate deep strategic opportunity maps with ranked solutions for any business problem, product idea, or organizational challenge. Use this skill whenever the user wants to explore opportunities, generate product or business ideas, map solutions from a problem or input, prioritize initiatives, or think through organizational and cultural improvements. Also trigger when the user mentions "opportunity mapping", "strategic analysis", "solution generation", "product strategy", or asks "what should we build" or "what can we do about X" — even if they don't use the exact words.
development1
cali-job-to-be-done-framework
[Cali] Complete set of specialized prompts for Jobs To Be Done (JTBD) analysis and discovery, based on the methodology by Cali (Renato Caliari). Use this skill whenever the user wants to perform any kind of JTBD analysis: contextual market segmentation, thinking styles (Indi Young), JTBD discovery, competitor mapping, job actors, situational variables, job map steps, functional needs (desired outcomes), financial needs, or emotional/social jobs. Contains 10 professional prompts ready to run with AI agents. Trigger whenever the user mentions: jobs to be done, JTBD, contextual segmentation, thinking styles, Indi Young, job map, job steps, desired outcomes, user needs, JTBD competitors, job actors, situational variables, emotional jobs, social jobs, or any combination of these terms.
development1
cali-short-cycle-product
[Cali] Complete expert in the short-cycle product learning method, based on the e-book "Guide to Creating Products with Short Learning Cycles" by Cali (Renato Caliari). Use this skill whenever the user asks about: idea validation, customer discovery, product experimentation, jobs to be done, pricing strategies, business models, marketing channels, early adopters, MVP, product-market fit, pre-sales, launch strategies, product innovation, product lifecycle, building customer trust, marketplace, open source as strategy, or any concept related to creating and validating digital products with low risk and fast learning. This skill contains ALL the method details — do not skip any detail.
development1
cali-shape-up
[Cali] Shape Up product planning skill. Use when the user wants to shape a product proposal using the Shape Up method. Produces a shaped proposal with problem, solution, scope (IN/OUT), and risks. Part of the cali-product-workflow but can be used standalone.
tools1
cali-testing-ai-code
[Cali] AI-aware testing strategy skill for software products. Generates mutation-based testing plans, security gates, and coverage targets. Activated automatically when product_type is "software" or "hybrid". Based on empirical research: AgentAssay (2026), MSR 2026, Veracode 2025, CodeRabbit 2025, LLM4TDD (2023), TDD-with-AI-Agents (2026).
development1
agent-browser
Browser automation for AI agents via the native agent_browser tool. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.
tools1
cali-interface-brainstorm
[Cali] Interface brainstorming skill. Use when generating interface proposals using the 5 archetypes method. Produces 5 independent proposals + hybrid recommendation. Part of cali-product-workflow but can be used standalone.
data-ai1
cali-scope-executor
[Cali] Reads an approved product plan with typed scopes (feature, optimization, spike, test-*) and routes each scope to its correct executor. Acts as the autonomous overnight "set and forget" orchestrator — the equivalent of the goal command (see `references/cli-tools/goals.md`) for approved plans. For test-* scopes, enforces hard blocks (mutation score, security gates).
tools1
cali-plan-critique
[Cali] Plan critique skill using audit checklists and frameworks. Reviews spec-product.md for gaps, risks, and improvements. Part of cali-product-workflow but can be used standalone after Shape Up.
development1
skills/local/cali-agents-md
--- name: cali-agents-md description: Generate and maintain project AGENTS.md files using semantic analysis. Triggers when: a project has no AGENTS.md, user asks to "create AGENTS.md", "generate agents md", "setup agents md", or when starting work on a project that lacks one. Also triggers when user asks to "check if AGENTS.md is stale", "update agents md", or when evolving an existing AGENTS.md. Covers: initial generation from codebase analysis, sem-based staleness detection, pre-commit hooks,
development1
skills/local/cali-testing
--- name: cali-testing description: Run post-implementation testing protocol. Triggers when: user says "test this", "run tests", "QA", "dogfood", "check quality", user finishes implementing a feature, or when a PR is ready for review. Also triggers on mentions of: test coverage, accessibility audit, WCAG, design review, code review, subagent review. Covers: parallel review via subagents, UI quality audit, accessibility check, and browser testing. --- # Testing Protocol After implementing any f
development1
cali-server-security
[Cali] Server security audit and hardening for private servers behind Tailscale. Use when: auditing server security, hardening SSH/firewall/Docker, checking for vulnerabilities, setting up fail2ban, reviewing port exposure, or responding to security alerts. Covers 6 layers: CloudFlare, UFW, Tailscale, SSH, Docker, Application. Triggers: "server security", "security audit", "harden server", "SSH hardening", "firewall rules", "UFW config", "fail2ban", "port security", "Docker security", "vulnerability check", "security review".
testing1
skills/local/cali-releases
--- name: cali-releases description: Create GitHub releases following project conventions. Triggers when: user says "release", "create release", "push release", "deploy to main", "merge to main", user merges a PR to main, or when git push to main is detected. Also triggers on mentions of: gh release, semver, version bump, changelog. Covers: versioning rules, release creation via gh CLI, tag management, and the mandatory release-on-merge convention. --- # Releases **Rule:** Any merge/push to `m
tools1
cali-skill-validator
Validate agent skills against industry best practices from AgentSkills Spec, Microsoft Learn, Claude API Docs, Perplexity Research, and Trail of Bits. Triggers when: user says 'validate skills', 'check skills', 'skill quality', 'skill audit', 'are my skills good', 'skill criteria', or when creating/publishing a new skill. Covers: 10-rule validation of frontmatter, description, progressive disclosure, examples, edge cases, test cases, and directory structure.
development1
cali-product-workflow
[Cali] Complete product planning workflow: Shape Up -> Interface -> Tech Planning -> Plan Critique -> Plannotator Gate. Includes 8 domain playbooks (Pricing, Trust, Ads, Health, etc)
development1
skills/local/cali-supply-chain
--- name: cali-supply-chain description: Run supply chain security scans before installing packages or before releases. Triggers when: user installs a package (npm, pip, go get, brew), user asks to "scan dependencies", "check vulnerabilities", "supply chain", "security audit", "run trivy", "run socket", or before any release/deployment. Also triggers on mentions of: socket.dev, trivy, OSV-scanner, dotenvx, CVE, dependency audit. Covers all four tools with concrete commands. --- # Supply Chain S
tools1
cali-cross-cutting-debug
[Cali] Cross-cutting debugging rules: framework JS API verification and binary freshness checks. Activates when debugging reactive framework interactions (Datastar, Alpine, Vue, Svelte, Solid) or diagnosing code changes that don't take effect after restart.
development1
cali-windmill-orchestration
[Cali] Windmill workflow orchestration strategies, gotchas, and decision frameworks. Use this skill when building, debugging, or maintaining Windmill scripts, flows, and Workflows as Code (WAC) orchestrators. Triggers: "build AI agent with Windmill", "integrate [API] with Windmill", "tool calling", "chat mode", "WAC vs Flow", "Windmill orchestration", "Windmill script hangs", "freeBusy error 403", "AI Agent memory", "orchestrator design", "script reuse across flows". This is a STRATEGY skill, not a tutorial. The official Windmill CLI skills (write-flow, write-workflow-as-code, write-script-*, etc) cover HOW to write code. This skill covers WHEN and WHY to choose each approach, plus gotchas discovered in real deployments. Does NOT cover: project-specific business decisions (identifiers, business rules, UI copy, etc). General patterns only.
tools1
pocketbase
PocketBase v0.39+ development - API rules, auth, collections, SDK, realtime, files, Go/JS extending, deployment, production tuning.
development1
stelow
[Cali] Complete product planning workflow: Shape Up -> Interface -> Tech Planning -> Product Critique -> Plannotator Gate. Includes 8 domain playbooks (Pricing, Trust, Ads, Health, etc)
development1
dify-workflow
Generate Dify workflow DSL files from natural language descriptions. Produces importable YAML/JSON workflow definitions with correct node schemas, edges, and layout.
data-ai1
cali-deploy-github-tailscale
[Cali] Deploy to a private server via Tailscale OIDC with ephemeral credentials. Use when: setting up CI/CD deploy pipeline, configuring Tailscale SSH + OpenSSH for GitHub Actions, creating deploy users with restricted access, writing deploy.yml workflows, or troubleshooting deploy authentication failures. Triggers: "deploy to server", "tailscale deploy", "deploy pipeline", "CI/CD deploy", "deploy workflow", "deploy setup", "deploy key", "deploy user".
testing1
cali-product-business-models
Business model creativity triggers for reducing costs and generating revenue. Based on Jobs to Be Done frameworks from Strategyn to adapt and experiment with new models.
development1
cali-ops-github-releases
Create GitHub releases following project conventions. Triggers when: user says 'release', 'create release', 'push release', 'deploy to main', 'merge to main', user merges a PR to main, or when git push to main is detected. Also triggers on mentions of: gh release, semver, version bump, changelog, release-please. Covers: config-driven (read .release.yml and execute) and fallback (gh CLI) release flows, versioning rules, tag management, and the mandatory release-on-merge convention.
tools1
starhtml
Builds reactive web applications with StarHTML, a Python-first framework over Datastar. Use when writing StarHTML components, signals, event handlers, reactive attributes, conditional helpers, CSS classes, computed signals, HTTP actions, SSE endpoints, or plugins (persist, scroll, resize, drag, canvas, motion, markdown, katex, mermaid, split, nodegraph). For UI components, use StarUI (shadcn/ui for Python). After generating any StarHTML file, run `starhtml-check <file.py>` to validate.
tools1
docker-server-dashboard
INTERACTIVE SKILL: Discover servers from ~/.ssh/config, auto-detect hosts (filtering out non-server entries like github.com), prompt user to pick one via question tool, then SSH into the chosen server and render a real-time ASCII dashboard with Docker containers, images, volumes, routes, cron, orphaned resources, and cleanup suggestions. REQUIRES question tool, SSH config parsing, and shell execution.
tools1
cali-docker-server-dashboard
[Cali] - INTERACTIVE SKILL: Discover servers from ~/.ssh/config, auto-detect hosts (filtering out non-server entries like github.com), prompt user to pick one via question tool, then SSH into the chosen server and render a real-time ASCII dashboard with Docker containers, images, volumes, routes, cron, orphaned resources, and cleanup suggestions. REQUIRES question tool, SSH config parsing, and shell execution.
tools1
cali-github-releases
Create GitHub releases following project conventions. Triggers when: user says 'release', 'create release', 'push release', 'deploy to main', 'merge to main', user merges a PR to main, or when git push to main is detected. Also triggers on mentions of: gh release, semver, version bump, changelog, release-please. Covers: automated (release-please) and manual (gh CLI) release flows, versioning rules, tag management, and the mandatory release-on-merge convention.
tools1
cali-package-audit
Run supply chain security scans before installing packages or before releases. Triggers when: user installs a package (npm, pip, go get, brew), user asks to 'scan dependencies', 'check vulnerabilities', 'supply chain', 'security audit', 'run trivy', 'run socket', or before any release/deployment. Also triggers on mentions of: socket.dev, trivy, OSV-scanner, dotenvx, CVE, dependency audit. Covers all four tools with concrete commands.
tools1
cali-post-execution-check
[Cali] Post-execution verification: double-check all work against the plan, run gap analysis, find edge cases, and identify documentation/tests that need updates. Activate after completing any multi-step task, plan execution, or feature implementation. Triggers: "done", "finished", "completed", "check my work", "verify implementation", "gap analysis", "what did I miss". Also activates automatically after skill execution completes.
testing1
cali-product-workflow
[Cali] Complete product planning workflow: Shape Up -> Interface -> Tech Planning -> Plan Critique -> Plannotator Gate. Includes 8 domain playbooks (Pricing, Trust, Ads, Health, etc)
development1
cali-starhtml
Builds reactive web applications with StarHTML, a Python-first framework over Datastar. Use when writing StarHTML components, signals, event handlers, reactive attributes, conditional helpers, CSS classes, computed signals, HTTP actions, SSE endpoints, or plugins (persist, scroll, resize, drag, canvas, motion, markdown, katex, mermaid, split, nodegraph). For UI components, use StarUI (shadcn/ui for Python). After generating any StarHTML file, run `starhtml-check <file.py>` to validate.
tools1
cali-go-standards
Use this skill for any Go (Golang) backend task — writing services, APIs, CLI tools, concurrent code, or reviewing/refactoring existing Go code. Triggers on: any .go file, mention of goroutines, channels, mutexes, Go modules, or requests to build backend systems in Go. Also triggers when setting up linters, running tests, managing Go dependencies, or running the app locally during development.
tools1
cali-starstream
Adds real-time broadcasting, multi-user collaboration, and database persistence to StarHTML applications. Use when implementing chat systems, collaborative editors, presence tracking, typing indicators, or any feature requiring synchronized state across clients. Supports core StarStream (broadcasting), PocketBase (persistence), and Loro (CRDT) plugins.
tools1
cali-agents-md-generator
[Cali] Generate and maintain project AGENTS.md files using semantic analysis. Triggers when: a project has no AGENTS.md, user asks to 'create AGENTS.md', 'generate agents md', 'setup agents md', or when starting work on a project that lacks one. Also triggers when user asks to 'check if AGENTS.md is stale', 'update agents md', or when evolving an existing AGENTS.md. Covers: initial generation from codebase analysis, sem-based staleness detection, pre-commit hooks, and CI guards. Always offer hook installation when invoked for any reason.
development1
cali-agents-md-validator
[Cali] Validate project AGENTS.md files against best practices and the canonical template. Use when: user says 'validate agents md', 'check agents md quality', 'audit my agents md', or after creating/updating AGENTS.md. Checks: structure, size, content quality, template compliance, and provides fix recommendations. Can offer automatic corrections via ask tool.
tools1
cali-questions-quality
[Cali] Use esta skill sempre que o usuário quiser avaliar, revisar ou melhorar perguntas de entrevistas, roteiros terapêuticos, questionários qualitativos, pesquisas de narrativa, formulários de satisfação, roteiros JTBD (Jobs to Be Done) ou qualquer conjunto de perguntas destinado a captar histórias reais e significados pessoais. Acione também quando o usuário colar perguntas e pedir para verificar se seguem boas práticas narrativas, ou pedir sugestões de perguntas e sequenciamentos adequados. Trigger words: "avaliar perguntas", "roteiro de entrevista", "captar narrativa", "pesquisa qualitativa", "perguntas para história", "revisar questionário", "perguntas terapêuticas", "narrative interview", "JTBD", "jobs to be done", "entrevista de cliente", "roteiro de pesquisa", "avaliar formulário".
tools1
cali-codebase-spec
Use when user provides a codebase (file path, GitHub URL, uploaded files, pasted code, or "@file" reference) and asks to understand, document, reverse-engineer, or analyze what the product does. Triggers on: "spec", "specification", "document this", "what does this do", "reverse engineer", "analyze codebase", "extract product rules", "what can this do", "@/path/to/file", "@file". NOT for: reading logs, debugging specific errors (use agent-browser or ctx_execute instead).
development1
cali-testing-ai-code
[Cali] AI-aware testing strategy skill for software products. Generates mutation-based testing plans, security gates, and coverage targets. Activated automatically when product_type is "software" or "hybrid". Based on empirical research: AgentAssay (2026), MSR 2026, Veracode 2025, CodeRabbit 2025, LLM4TDD (2023), TDD-with-AI-Agents (2026).
development1
cali-product-discovery
[Cali] Complete expert in the short-cycle product learning method, based on the e-book "Guide to Creating Products with Short Learning Cycles" by Cali (Renato Caliari). Use this skill whenever the user asks about: idea validation, customer discovery, product experimentation, jobs to be done, pricing strategies, business models, marketing channels, early adopters, MVP, product-market fit, pre-sales, launch strategies, product innovation, product lifecycle, building customer trust, marketplace, open source as strategy, or any concept related to creating and validating digital products with low risk and fast learning. This skill contains ALL the method details — do not skip any detail.
development1
cali-interface-brainstorm
[Cali] Interface brainstorming skill. Use when generating interface proposals using the 5 archetypes method. Produces 5 independent proposals + hybrid recommendation. Part of cali-product-workflow but can be used standalone.
data-ai1
cali-product-discovery
[Cali] Complete expert in the short-cycle product learning method, based on the e-book "Guide to Creating Products with Short Learning Cycles" by Cali (Renato Caliari). Use this skill whenever the user asks about: idea validation, customer discovery, product experimentation, jobs to be done, pricing strategies, business models, marketing channels, early adopters, MVP, product-market fit, pre-sales, launch strategies, product innovation, product lifecycle, building customer trust, marketplace, open source as strategy, or any concept related to creating and validating digital products with low risk and fast learning. This skill contains ALL the method details — do not skip any detail.
development1
cali-evolutionary-principles
[Cali] Strategic product evolution and innovation exploration inspired by evolutionary systems thinking, novelty search, stepping-stones theory, and adaptive product ecosystems. Activate when: - product strategy feels too objective-driven or roadmap-rigid - teams are prematurely optimizing toward fixed outcomes - exploring innovation, experimentation, or long-term adaptability - evaluating product direction beyond short-term metrics - prioritization discussions feel shallow or disconnected - teams need better framing for experimentation and discovery - discussing ecosystems, platforms, adaptability, or emergent behavior - exploring feature prioritization through connections and optionality - discussing product resilience, flexibility, or future evolution
testing1
cali-tech-planning
[Cali] Technical planning and scope sequencing skill. Generates typed scopes (feature/optimization/spike + test-*), sequences them, and creates /sisyphus goals. For software products, also generates testing-strategy.md via cali-testing-ai-code. Part of cali-product-workflow but can be used standalone.
development1
cali-plan-critique
[Cali] Plan critique skill using audit checklists and frameworks. Reviews spec-product.md for gaps, risks, and improvements. Part of cali-product-workflow but can be used standalone after Shape Up.
development1
cali-evolutionary-principles
[Cali] Strategic product evolution and innovation exploration inspired by evolutionary systems thinking, novelty search, stepping-stones theory, and adaptive product ecosystems. Activate when: - product strategy feels too objective-driven or roadmap-rigid - teams are prematurely optimizing toward fixed outcomes - exploring innovation, experimentation, or long-term adaptability - evaluating product direction beyond short-term metrics - prioritization discussions feel shallow or disconnected - teams need better framing for experimentation and discovery - discussing ecosystems, platforms, adaptability, or emergent behavior - exploring feature prioritization through connections and optionality - discussing product resilience, flexibility, or future evolution
testing1
cali-shape-up
[Cali] Shape Up product planning skill. Use when the user wants to shape a product proposal using the Shape Up method. Produces a shaped proposal with problem, solution, scope (IN/OUT), and risks. Part of the cali-product-workflow but can be used standalone.
tools1
last30days
Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.
development1
shape-up-planning
Strategic shaping and scope definition for products, systems, workflows, services, organizational initiatives, and complex solution proposals. Activate automatically when: - brainstorming must become actionable - scope or delivery boundaries are unclear - risks and assumptions need shaping - implementation direction feels ambiguous - product/service/system direction needs strategic framing - sequencing or UX exploration depends on clearer shaping
development1
product-planner
Planejamento estratégico completo de produto. Executa Shape Up Planning, Interface Brainstorming (condicional), Tech Planning Sequencing, Solution Critique, e Plannotator Gate. Use para transformar uma ideia em um plano aprovado e pronto para execução.
testing1
cali-product-business-models
Business model creativity triggers for reducing costs and generating revenue. Based on Jobs to Be Done frameworks from Strategyn to adapt and experiment with new models.
development1
interface-brainstorming
Generate multiple strategically distinct interface proposals — for UI/UX, system APIs, backend contracts, or workflow patterns. Explores fundamentally different interaction models, mental models, and philosophies for how two sides of an interface connect. Activation is CONDITIONAL — triggered via ask_user_question after shape-up- planning converges. The LLM analyzes complexity and recommends yes/no. Triggers for recommendation: - UI/UX: screens, flows, forms, dashboards, navigation, layouts - System interfaces: API contracts, service boundaries, event schemas - Workflow complexity: multi-step flows, branching states, user decisions - Ambiguous interaction trade-offs that need strategic exploration
development1
tech-planning-sequencing
Generate structured development plans with risk-based or UI-first sequencing. Analyzes tasks, identifies critical spikes, and produces detailed implementation sequences with DoD and acceptance criteria. Activate when: - explicitly called after shaping convergence - implementation sequencing is needed - engineering decomposition becomes necessary - dependencies or rollout order are unclear - execution planning must become operational
development1
cali-lat-md-seed
Auto-initialize structured documentation for any project using lat.md (knowledge graph of markdown files with [[wiki links]], // @lat: code refs, and semantic search). Detects cali-product-workflow artifacts (spec-product.md, spec-tech.md, critiques) and uses them as seed material. Falls back to extracting business rules, architecture, and design decisions directly from the codebase. Use when a project lacks structured documentation or when lat.md/ is missing. After seeding, lat.md extension hooks keep documentation alive automatically.
tools1
execution-executor
Reads an approved product plan with typed scopes (feature, optimization, spike) and routes each scope to its correct executor. Acts as the autonomous overnight "set and forget" orchestrator — the pi equivalent of /goal for approved plans.
development1
cali-opportunity-mapping
Generate deep strategic opportunity maps with ranked solutions for any business problem, product idea, or organizational challenge. Use this skill whenever the user wants to explore opportunities, generate product or business ideas, map solutions from a problem or input, prioritize initiatives, or think through organizational and cultural improvements. Also trigger when the user mentions "opportunity mapping", "strategic analysis", "solution generation", "product strategy", or asks "what should we build" or "what can we do about X" — even if they don't use the exact words.
development1
cali-short-cycle-product
[Cali] Complete expert in the short-cycle product learning method, based on the e-book "Guide to Creating Products with Short Learning Cycles" by Cali (Renato Caliari). Use this skill whenever the user asks about: idea validation, customer discovery, product experimentation, jobs to be done, pricing strategies, business models, marketing channels, early adopters, MVP, product-market fit, pre-sales, launch strategies, product innovation, product lifecycle, building customer trust, marketplace, open source as strategy, or any concept related to creating and validating digital products with low risk and fast learning. This skill contains ALL the method details — do not skip any detail.
development1
cali-multi-method-market-analysis
Conduct deep, structured market analysis using multiple methodologies (PESTLE, Foresight, Delphi, Wardley Maps). Use this skill whenever the user asks for market analysis, competitive intelligence, industry research, market trends, weekly intelligence reports, or strategic market insights. Also trigger when the user mentions PESTLE, Wardley Maps, Foresight signals, or wants to understand a market, niche, or industry in depth — even if they don't explicitly ask for "market analysis".
testing1
cali-product-ads
Advertising strategies for online placement based on the Transtheoretical Model of Change. Covers the 5 stages of audience awareness and ad categories for each stage.
development1
cali-product-business-models
Business model creativity triggers for reducing costs and generating revenue. Based on Jobs to Be Done frameworks from Strategyn to adapt and experiment with new models.
development1
cali-product-workflow
[Cali] Complete product strategic planning orchestrator. Executes Shape Up Planning, Interface Brainstorming (conditional), Tech Planning Sequencing, Solution Critique, and Review Gate. Use to transform an idea into an approved plan ready for execution. Sub-skills (4 workflow phases): - /skill:cali-shape-up — Shape Up planning → skills-workflow/cali-shape-up/SKILL.md - /skill:cali-interface-brainstorm — Interface brainstorming → skills-workflow/cali-interface-brainstorm/SKILL.md - /skill:cali-plan-critique — Plan critique → skills-workflow/cali-plan-critique/SKILL.md - /skill:cali-tech-planning — Tech planning → skills-workflow/cali-tech-planning/SKILL.md External skills: JTBD, Evolutionary, Opportunity Mapping, Short-Cycle, Ads, Business Models, Health, Marketplace, Open Source, Pricing, Promotions, Trust Building
development1
evolutionary-principles
Strategic product evolution and innovation exploration inspired by evolutionary systems thinking, novelty search, stepping-stones theory, and adaptive product ecosystems. Activate when: - product strategy feels too objective-driven or roadmap-rigid - teams are prematurely optimizing toward fixed outcomes - exploring innovation, experimentation, or long-term adaptability - evaluating product direction beyond short-term metrics - prioritization discussions feel shallow or disconnected - teams need better framing for experimentation and discovery - discussing ecosystems, platforms, adaptability, or emergent behavior - exploring feature prioritization through connections and optionality - discussing product resilience, flexibility, or future evolution
testing
starhtml
Builds reactive web applications with StarHTML, a Python-first framework over Datastar. Use when writing StarHTML components, signals, event handlers, reactive attributes, conditional helpers, CSS classes, computed signals, HTTP actions, SSE endpoints, or plugins (persist, scroll, resize, drag, canvas, motion, markdown, katex, mermaid, split, nodegraph). For UI components, use StarUI (shadcn/ui for Python). After generating any StarHTML file, run `starhtml-check <file.py>` to validate.
tools
questions-quality
Use esta skill sempre que o usuário quiser avaliar, revisar ou melhorar perguntas de entrevistas, roteiros terapêuticos, questionários qualitativos, pesquisas de narrativa, formulários de satisfação, roteiros JTBD (Jobs to Be Done) ou qualquer conjunto de perguntas destinado a captar histórias reais e significados pessoais. Acione também quando o usuário colar perguntas e pedir para verificar se seguem boas práticas narrativas, ou pedir sugestões de perguntas e sequenciamentos adequados. Trigger words: "avaliar perguntas", "roteiro de entrevista", "captar narrativa", "pesquisa qualitativa", "perguntas para história", "revisar questionário", "perguntas terapêuticas", "narrative interview", "JTBD", "jobs to be done", "entrevista de cliente", "roteiro de pesquisa", "avaliar formulário".
tools
short-cycle-product
Complete expert in the short-cycle product learning method, based on the e-book "Guide to Creating Products with Short Learning Cycles" by Cali (Renato Caliari). Use this skill whenever the user asks about: idea validation, customer discovery, product experimentation, jobs to be done, pricing strategies, business models, marketing channels, early adopters, MVP, product-market fit, pre-sales, launch strategies, product innovation, product lifecycle, building customer trust, marketplace, open source as strategy, or any concept related to creating and validating digital products with low risk and fast learning. This skill contains ALL the method details — do not skip any detail.
development
opportunity-mapping
Generate deep strategic opportunity maps with ranked solutions for any business problem, product idea, or organizational challenge. Use this skill whenever the user wants to explore opportunities, generate product or business ideas, map solutions from a problem or input, prioritize initiatives, or think through organizational and cultural improvements. Also trigger when the user mentions "opportunity mapping", "strategic analysis", "solution generation", "product strategy", or asks "what should we build" or "what can we do about X" — even if they don't use the exact words.
development
multi-method-market-analysis
Conduct deep, structured market analysis using multiple methodologies (PESTLE, Foresight, Delphi, Wardley Maps). Use this skill whenever the user asks for market analysis, competitive intelligence, industry research, market trends, weekly intelligence reports, or strategic market insights. Also trigger when the user mentions PESTLE, Wardley Maps, Foresight signals, or wants to understand a market, niche, or industry in depth — even if they don't explicitly ask for "market analysis".
testing
jtbd-skill
Complete set of specialized prompts for Jobs To Be Done (JTBD) analysis and discovery, based on the methodology by Cali (Renato Caliari). Use this skill whenever the user wants to perform any kind of JTBD analysis: contextual market segmentation, thinking styles (Indi Young), JTBD discovery, competitor mapping, job actors, situational variables, job map steps, functional needs (desired outcomes), financial needs, or emotional/social jobs. Contains 10 professional prompts ready to run with AI agents. Trigger whenever the user mentions: jobs to be done, JTBD, contextual segmentation, thinking styles, Indi Young, job map, job steps, desired outcomes, user needs, JTBD competitors, job actors, situational variables, emotional jobs, social jobs, or any combination of these terms.
testing
codebase-spec
Use this skill whenever the user wants to analyze a codebase and generate a detailed product spec document. Triggers for: "analyze this codebase", "generate a spec", "document this project", "reverse engineer this app", "what does this system do", "create product documentation", "map out the features", "extract product rules from code", "what does this codebase do", "generate product spec from code", "document this app", "spec out this repo", "read this code and tell me what it does", "create a product spec", "reverse engineer the product", "what features does this app have", "document the flows", "extract the prompts from this code", or any request to extract product knowledge from source code. Supports any input method: file uploads, pasted code, filesystem paths, or zip archives. Always use this skill when the user shares code AND wants to understand what the product does — even if they don't explicitly say "spec" or "documentation".
development