Sirro

Connect Sirro to your coding agent and save anything worth using again. A component from one project can be retrieved in another. An architecture decision can become available to the rest of your team. A solution discovered by one agent can be used by another.

Your knowledge stays in Sirro, independent of the agent, conversation, or project where it was created.

Save what you want your agents to remember

Anything useful to future development can be saved to Sirro.

This includes components, sections, animations, design systems, code patterns, utilities, prompts, skills, architecture, solutions, instructions, links, and other reusable knowledge.

You can save directly through your coding agent:

Save this component to Sirro as PricingCard.

The component is added to your Sirro library and becomes available to your agents.

When you need it again:

Fetch PricingCard from Sirro and use it for this page.

Sirro returns the saved asset and its associated context so the agent can work with it directly.

You do not need to search old repositories, find previous conversations, or explain the implementation again.

Use Sirro across projects

Your Sirro library is not tied to a repository.

Knowledge saved while working on one project can be retrieved while working somewhere else.

This is useful for things you repeatedly rebuild: authentication, navigation, forms, animations, API patterns, database utilities, deployment configurations, design systems, and complete application sections.

Instead of generating another version every time, your agent can start from something you already know works.

Use Sirro across agents

Sirro is independent of the coding agent.

Knowledge stored in Sirro can be made available to supported agents, allowing you to change tools without rebuilding their context.

Something saved while working with one agent can later be retrieved by another.

The agent handles the work. Sirro holds the knowledge behind it.

For solo developers

Your Sirro library becomes a persistent development toolkit.

Every project can contribute to it.

Save the components you like. Preserve solutions to difficult problems. Store your preferred architecture, design patterns, prompts, skills, utilities, and instructions.

Over time, your agents have more of your existing work available before they generate something new.

A new project no longer has to mean starting from zero.

For teams

Sirro gives a team a shared library that its coding agents can work from.

When one developer saves a useful component, pattern, solution, or instruction, it can become available to everyone in the workspace.

This allows teams to share more than source code. They can share the knowledge surrounding how software should be built.

A team might use Sirro for its design system, authentication patterns, API conventions, internal components, deployment procedures, engineering rules, agent skills, and previously solved problems.

Developers can work with different coding agents while still drawing from the same underlying knowledge.

For businesses

Sirro can hold the development knowledge that should remain consistent across a company.

Instead of repeatedly telling agents how your company builds software, those standards can live in Sirro.

This can include approved dependencies, security requirements, infrastructure patterns, design systems, testing requirements, authentication implementations, API conventions, deployment procedures, and internal tooling.

Agents can retrieve the relevant company knowledge while they work.

The result is a persistent layer between your organization and the coding agents it uses.

For enterprise

Enterprise organizations can structure Sirro around teams, projects, departments, and access requirements.

Company-wide knowledge can coexist with knowledge belonging only to a particular team or project.

Permissions determine which users and agents can access, modify, approve, or publish knowledge.

An organization might maintain shared security and engineering standards while individual teams maintain their own components, architectures, procedures, and project-specific knowledge.

This allows agents across the organization to work from approved knowledge without making every piece of information globally accessible.

Packs

Packs group related Sirro assets into a reusable collection.

Instead of retrieving individual assets one at a time, you can give an agent an entire set of components, patterns, instructions, skills, and other knowledge designed to work together.

An authentication Pack, for example, could contain the authentication architecture, UI components, middleware, database patterns, security rules, tests, and implementation instructions.

A company could maintain an internal Pack containing its design system, engineering standards, authentication, analytics, infrastructure patterns, and deployment requirements.

When an agent starts a new project, it can work from the Pack rather than reconstructing that setup from scratch.

Packs can be personal, shared with a team, or maintained across an organization.

Rules

Not everything stored in Sirro is simply something an agent can use.

Some knowledge defines how an agent should work.

A workspace can contain rules such as:

• Use our existing design system before creating new components.
• Use the approved authentication implementation.
• Do not introduce unapproved dependencies.
• Follow this architecture when creating API endpoints.

Rules allow important engineering decisions to persist across agents and conversations instead of relying on the developer to repeat them.

Versions

Sirro knowledge can evolve without losing its history.

When a component, pattern, skill, or other asset changes, a new version can be created while previous versions remain identifiable.

This allows teams to know what changed, which version is current, and which implementation an agent should use.

Projects can remain on known versions while newer versions are developed and adopted separately.

Import existing knowledge

You do not have to build a Sirro library from scratch.

Existing components, repositories, documentation, design systems, skills, prompts, and engineering knowledge can be brought into Sirro.

The objective is not to duplicate an entire codebase.

Sirro extracts and organizes the knowledge that should be available to future agents.

Built for reuse

Coding agents are good at creating new things.

But much of software development consists of things that have already been created, decided, tested, or solved.

Sirro gives agents access to that existing work.

Save once. Retrieve anywhere.

Your components remain available. Your solutions remain available. Your team's knowledge remains available.

Even when the agent changes.