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Resumo: “Superpowers: Novo Spec Toolkit Transforma a Codificação Vibe e Potencializa Resultados no Serviço Público”
Nos últimos anos, a codificação no serviço público tem enfrentado desafios em termos de eficiência e inovação. Nesse contexto, o novo Spec Toolkit surge como uma alternativa promissora, prometendo ser 100 vezes mais eficaz que o tradicional Vibe Coding. Este novo recurso não apenas moderniza o processo de desenvolvimento, mas também oferece uma abordagem mais estruturada e orientada a resultados, o que pode impactar positivamente a prestação de serviços à sociedade.
É válido refletir sobre a adoção dessa ferramenta no ambiente público. A implementação de metodologias mais eficientes pode contribuir para uma gestão mais transparentes e responsiva, permitindo que os servidores públicos se concentrem em soluções inovadoras que atendam às necessidades da população. Além disso, a formação e capacitação contínua para o uso do Spec Toolkit podem criar uma cultura de excelência no serviço público.
O que isso significa para nós, servidores? É um convite à adoção de novas práticas que não apenas facilitam nosso trabalho, mas que também tornam a gestão pública mais colaborativa e eficaz. Ao explorar essas novas tecnologias, podemos repensar e reinventar a forma como atendemos a sociedade, elevando a qualidade dos serviços prestados e promovendo um futuro mais promissor para todos.
Portanto, ao considerar a implementação do Spec Toolkit, é essencial ponderar sobre como essa mudança pode ser traduzida em melhorias tangíveis no dia a dia do serviço público, sempre visando um impacto positivo na vida dos cidadãos.
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#Superpowers #Spec #Toolkit #Ends #Vibe #Coding #100x #Vibe #Coding #Full #Tutorial
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Superpowers is amazing. I've been using it for coding since Feb. I can't use claude without it 😊😊😊
It would be nice you indicate how much tokens were consumed and the cost of it.
Meanwhile i am doing openspec + and superpowers. I created a bridge between 2
I used Superpowers yesterday, and it burnt 68M tokens … (simple app was created, planning alone 22M, but output was also plan was ~400 lines, detailed impl plan – 1400 lines…)
I tested the same prompt/app with pure OpenCode: 1.2M for planning (plan was 800 lines long), implementation took ~24m40s (not sure if it counts wait for permissions, it asked 2-3 times, but I answered pretty fast), 3.3M tokens total (with planning, no new sessions, context only ~102k).
App works, it's slightly different, files structure looks a bit less sophisticated – 1800 LoC (empty lines excluded). it'll need maybe a few prompts to get to the same place (but nothing big).
There could be a difference in execution. I executed Superpowers all on gpt-5.4 high I think (not sure now), this session only planning on high, implementation on medium.
But at this moment Superpowers used 20x more tokens !!
do you use some simpler models for later stages of Superpowers (implementation etc.) like 4.6 Haiku or GPT-5.4-mini. I ran it on GPT-5.4 and maybe that was a mistake, it takes sooo much time (the app is not so big)
be me. spend two hours brainstorming with superpowers. carefully read generated spec. feel good. 3 passes of agent reviews generate a solid spec. generate plan. 30 minutes. read plan 30 minutes. launch implementation with subagents. subagents don't follow plan at all.
can we use superpowers when we already have a project mid dev?
Can this be used for VS Code? I'm using it.
Specs over vibes is the right evolution. The first wave of vibe coding showed that natural language can build software. The next wave adds structure — persistent memory, agent specialization, and automated testing. That's when it becomes reliable.
This became useful with 1m context window, with 272k or 200k it bloated like 15-20% just because of skill mandatory injection, because somehow it injects stuff even when u ask simple thing. So ba aware of context rot with this.
For building ideas, this looks great. But a real dev's workflow involves work before work, i.e., extract, stitch requirements from multiple tools, conversations, meetings, design standards, then prompt-rinse-repeat with AI to generate code. Coding is much faster now, but our workflows are still broken…
this is sick, definitely checking it out!
Forcing the agent to propose different architectural approaches before writing a single line of code completely changes the development loop. Usually, when I just need to validate a simple UI concept, I'll vibe-code the raw HTML/Tailwind and toss it on Tiiny Host to get a live link fast. But when dealing with complex, interactive elements like that flowing plasma shader shown relying on a blind prompt almost always results in a broken DOM. The fact that the Superpowers plugin breaks the implementation into sub-agents prevents the model from losing context halfway through the build.
Can you use this in Auto Claude? If so how would you go about setting it up in Auto Claude?
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YOU are hallucinating, claude is one of the laziest agent there is, its like coded into it to lie, stub, and or try to convince you your feature isnt worth the effort, it only wants easy, it only wants greenfield, it fights you to make sophisticted and complex systems without alot of prompting and grinding EVEN WITH DETAILED PLANS
I think this clashes with Oh-My-Opencode.
How it compare with GSD 2.0 Now tell me that ? with Claude Code
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No one ever mentions Gemini CLI. They all only say "your ai coding agent, like Claude code, codex or any other" then you go to the repo and it's file structure is basically just Claude code. I'll take a look at it though
Nice, thanks for the recommendation!
Truth though, the Space Invaders it created was horrible compared to Claude's that looked and seemed to react like the original game. Even had the shields and was just cleaner
But this is game changing for sure. Those sites were beautiful!
I took superpower and writing skills combined them, out mriole agents dueing review phase (eataburbt. it eats token iike hell ). But g os stuff comes out
Bro just install nerd fonts. Jeez!
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