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β how can we create lighter, more adaptive β
β systems for work β and life? β
β β
β digital gardening, not a storefront β
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π sections
| π§ͺ what i do | β‘ ai agent skills |
| π οΈ what i build with | π¦ pinned projects |
| π free e-books | π writing & thinking |
| π explorations |
i explore how product teams and organizations can replace rigid frameworks with lighter, more adaptive ways of working. my path β software development, product management, hr leadership, self-management consulting, and education β gave me a front-row seat to the frictions that drain energy and multiply unnecessary complexity. today i support people at every level, from c-level to product and people teams, helping them design their own ways of working rather than selling ready-made models.
i help people and groups navigate complex contexts β in their relationship with themselves, in organizational settings, and in digital product creation.
my work moves across four fronts:
created the triple track agile approach. wrote a e-book to building products with short learning cycles and strategy and innovation with jobs to be done, in portuguese.
at timeproduto.com.br i map product workflow stages, tools for each, and publish articles on product careers, design, dev, and ai impact β all in portuguese.
the cali-product-workflow skills come from years inside real teams β consulting, leading, and experimenting across different organizations. they're not abstract theory.
β github.com/renatocaliari Β· linkedin
π€ 30+ open skills for product discovery, coding, qualitative research, and workflow automation. an agent ecosystem. β github.com/renatocaliari/agent-sync-public
π culture & organizational design β structural experiments, alternatives to traditional corporate rituals (performance reviews, 1:1s, 360s), decentralized decision-making through a complex systems lens. supporting c-level to team leads, teams, and individuals. β linkedin
π liberating structures, group dynamics, and original facilitation processes. training and certification in narrative therapy (in progress). i also build ai tools that support narrative practices (practice library, landscape compass, therapist training simulator currently building tool for simulated conversation system with ai supervision for therapist training. β renatocaliari.com Β· linkedin
i create specialized ai agent skills for product discovery, qualitative research, and coding workflows. these are prompt-based tools that help agents execute specific tasks with precision.
featured: cali-product-workflow
cali-product-workflow coordinates 25 sub-skills (listed below). the design draws on 2025β2026 research β parallel orchestration (CAID), cross-session learning (Cat), visual review gates (Plannotator), AI-aware mutation testing. i also document 11 known limitations of what AI still gets wrong, even with this structure. it's designed to amplify human judgment, not replace it.
| layer | role | skills | count |
|---|---|---|---|
| ποΈ orchestrator | pipeline coordinator | cali-product-workflow |
1 |
| π§ product strategies | upfront exploration | product-discovery Β· job-to-be-done Β· evolutionary-principles Β· opportunity-mapping Β· multi-method-market-analysis |
5 |
| βοΈ workflow stages | pipeline steps | shape-up Β· plan-critique Β· codebase-critique Β· ux-critique Β· interface-alternatives Β· tech-planning Β· testing-ai-code Β· testing-execution Β· scope-executor Β· execution-critique |
10 |
| π product tactics | on-demand reference | ads Β· pricing Β· promotions Β· trust-building Β· health Β· marketplace-playbook Β· business-models Β· open-source |
8 |
| π§ cross-cutting | shared conventions | code-standards |
1 |
| total | 25 |
| skill | domain | description |
|---|---|---|
cali-agents-md-generator |
π workflow | generate / maintain project AGENTS.md |
cali-agents-md-validator |
π workflow | validate AGENTS.md against best practices |
cali-coding-standards |
π» coding | universal principles β KISS, DRY, LoB, SoC, Fail Fast + size limits & CI enforcement |
cali-ops-deploy-github-tailscale |
π ops | deploy to private servers via tailscale |
cali-ops-docker-server-dashboard |
π ops | server discovery & real-time docker dashboard |
cali-ops-github-releases |
π ops | github release automation |
cali-coding-go-stack |
π» coding | go web app conventions β datastar, templ, chi, sqlite |
cali-coding-go-standards |
π» coding | go project conventions and best practices |
cali-ops-package-audit |
π ops | supply chain security audit β socket.dev, trivy, osv-scanner, dotenvx |
cali-questions-quality |
ποΈ research | evaluate interview scripts & qualitative research |
cali-ops-server-security |
π ops | server security audit and hardening |
cali-skill-validator |
π workflow | validate agent skills against best practices |
| and more | β¦ | β¦ |
I set the stage upstream β questions, critiques, planning convos, detailed scopes. Then the AI runs inside the fences. I still sneak in when something feels off. The results surprise me more often than not.
πΉ go Β· β¨ templ Β· π chi Β· β‘ datastar Β· ποΈ sqlite
~ no javascript frameworks, no runtime deps, no huge node_modules β just type-safe go, server-side reactivity via SSE, and a single binary you can deploy anywhere.
| project | description |
|---|---|
| π agent-sync | agent configuration sync ecosystem |
| π agent-sync-public | public-facing agent sync & skill distribution |
| π€ cali-product-workflow | structured product planning workflow for ai agents |
| π htpy-lsp | lsp server for validating htpy coding |
| π§ pi-tool-repair-layer | pi extension that fixes llm tool call errors |
| β‘ starhtml-skill | ai agent skill + static analyzer for starhtml |
| π starstream | real-time broadcasting ecosystem for starhtml |
| title | topic |
|---|---|
| π guia prΓ‘tico para validar ideias | 8-step experiment framework β find audiences, define markets, prototype offers, and evolve into viable businesses without building full products first |
| π estratΓ©gia e inovaΓ§Γ£o com jobs to be done | comprehensive jtbd methodology in portuguese β job mapping, market segmentation, outcome-driven innovation adapted for real-world use |
i write at πΈ espaΓ§o calionauta β reflections on philosophy, habits, narrative, culture, and life.
sections: π§ͺ life lab Β· π tentaculus (culture, product, jtbd) Β· π€ ai prompts Β· π quote collection
other places:
- π renatocaliari.com β narrative therapy & facilitation
- πΌ linkedin
- π¦ @calirenato82
- narrative therapy & participatory narrative inquiry
- ai agents for therapeutic and facilitative contexts
- ai-human collaborative product workflows β designing systems where ai assists each stage while keeping human judgment at the center
- lighter organizational rituals and structures
- minimalism, strength training, whole food plant based
- life without goals β systems and practices instead





