# From AI to Chitta — open

Tools for working with AI in a way that can be checked.

Everything here comes out of daily practice as an AI advisor: plugins that make
Claude Code sessions disciplined and reproducible, security scanners that
compute rather than guess, and frameworks for the parts of AI work that are
usually asserted instead of measured. Built in the open, used every day.

**New here?** Start with
[voyage](https://git.fromaitochitta.com/open/voyage) — brief, research, plan,
execute, review — or
[llm-security](https://git.fromaitochitta.com/open/llm-security), OWASP-aligned
scanning for Claude Code projects.

## Workflow and discipline for Claude Code

| Repo | What it does | Maturity |
|---|---|---|
| [voyage](https://git.fromaitochitta.com/open/voyage) | Contract-driven pipeline: brief, research, plan, execute, review | stable |
| [config-audit](https://git.fromaitochitta.com/open/config-audit) | Multi-agent analysis and optimisation of Claude Code configuration | stable |
| [graceful-handoff](https://git.fromaitochitta.com/open/graceful-handoff) | One-command session handoff into the STATE.md continuity system | stable |
| [repo-mailbox](https://git.fromaitochitta.com/open/repo-mailbox) | Local mailbox for coordination between sessions in different repos | beta |
| [repo-standard](https://git.fromaitochitta.com/open/repo-standard) | Per-repo gate for this org's presentation standard | experimental |
| [app-creator](https://git.fromaitochitta.com/open/app-creator) | Pre-design pipeline from app concept to Voyage-ready briefs | experimental |
| [ktg-plugin-marketplace](https://git.fromaitochitta.com/open/ktg-plugin-marketplace) | The plugin catalog — install any of the above from here | stable |

## Security

| Repo | What it does | Maturity |
|---|---|---|
| [llm-security](https://git.fromaitochitta.com/open/llm-security) | Scanning, auditing and threat modeling for Claude Code projects | stable |
| [llm-security-commons](https://git.fromaitochitta.com/open/llm-security-commons) | Runtime-neutral core: detector data and normative contracts | beta |
| [llm-ingestion-pipeline-security](https://git.fromaitochitta.com/open/llm-ingestion-pipeline-security) | Write-time defence for Python pipelines that persist LLM output | beta |

## Architecture, cost and data

| Repo | What it does | Maturity |
|---|---|---|
| [ms-ai-architect](https://git.fromaitochitta.com/open/ms-ai-architect) | Structured architecture guidance for the Microsoft AI stack | stable |
| [portfolio-optimiser](https://git.fromaitochitta.com/open/portfolio-optimiser) | Multi-agent cost optimisation on Microsoft Agent Framework, gated by a deterministic validator | experimental |
| [portfolio-optimiser-claude](https://git.fromaitochitta.com/open/portfolio-optimiser-claude) | The same method on the Claude Agent SDK | experimental |
| [portfolio-optimiser-commons](https://git.fromaitochitta.com/open/portfolio-optimiser-commons) | Framework-neutral shared core: normative specs and golden fixtures | experimental |
| [llm-ingestion-okf](https://git.fromaitochitta.com/open/llm-ingestion-okf) | Open Knowledge Format ingestion library: connectors and bundle inbox | alpha |

## Leadership and practice

| Repo | What it does | Maturity |
|---|---|---|
| [okr](https://git.fromaitochitta.com/open/okr) | OKR guidance for Norwegian public sector, on 4-month tertial cycles | stable |
| [ki-produktivitetsmodell](https://git.fromaitochitta.com/open/ki-produktivitetsmodell) | Three levels of organisational AI productivity, for public-sector leaders (Norwegian) | — |
| [ai-psychosis](https://git.fromaitochitta.com/open/ai-psychosis) | Meta-awareness tools for healthy AI interaction patterns | stable |

## Content and design

| Repo | What it does | Maturity |
|---|---|---|
| [linkedin-studio](https://git.fromaitochitta.com/open/linkedin-studio) | Content engine for Claude Code: posts, carousels, video, newsletters | beta |
| [claude-design](https://git.fromaitochitta.com/open/claude-design) | Facilitator for prompting Claude Design, from idea to ready prompt | alpha |
| [playground-design-system](https://git.fromaitochitta.com/open/playground-design-system) | Framework-free CSS design system for plugin playgrounds | beta |
| [human-friendly-style](https://git.fromaitochitta.com/open/human-friendly-style) | Shared plain-language output style for the marketplace | stable |

## Maturity labels

Every repo carries a `status-*` topic, and the tables above read from it.
`stable` is in daily use and safe to depend on. `beta` works and is in use,
with an interface that may still move. `alpha` is early and will change.
`experimental` is research — read it, do not build on it yet.

## Install

Most of the Claude Code work here ships as plugins. Add the marketplace once,
then install what you want:

```bash
claude plugin marketplace add https://git.fromaitochitta.com/open/ktg-plugin-marketplace.git
claude plugin install voyage@ktg-plugin-marketplace
```

The first line only registers the catalog — it installs nothing on its own.
The Python and framework repos are cloned and used directly; each has its own
README.

## License and security

MIT unless a repo says otherwise — `ki-produktivitetsmodell` is CC BY 4.0.
Security contact: [SECURITY.md](https://git.fromaitochitta.com/open/.profile/src/branch/main/SECURITY.md).

More context and writing at [fromaitochitta.com](https://fromaitochitta.com).