The README of this repo renders as the org front page on git.fromaitochitta.com/open. It was 5 lines and 209 bytes: a category label, and a single navigation link that pointed away from the instance. A visitor arriving from LinkedIn had no way into the 23 repos without leaving the site they had just reached. - README: a thesis (work that can be checked), navigation by purpose in five groups covering all 22 other repos, a maturity column read from the status-* topics that already exist on 22 of 23 repos, a verified two-line install block, and links that go INTO the instance. The link to fromaitochitta.com stays, last, as additional context. - LICENSE: MIT, matching the other repos in the org (closes A8). - SECURITY.md: org-level contact at the address already published on four other repos, with a realistic best-effort response process. Absolute URLs rather than relative paths: how Forgejo resolves relative links when rendering .profile/README.md on the org page is not measured, and a pretty relative path that renders to 404 is worse than a long absolute one that works. 25 links checked, 24 resolve 200 pre-push; the 25th is SECURITY.md itself. Known-negative control returns 404. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01N1mHqwhG7BgaiUkaZ5PC7i |
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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 — brief, research, plan, execute, review — or llm-security, OWASP-aligned scanning for Claude Code projects.
Workflow and discipline for Claude Code
| Repo | What it does | Maturity |
|---|---|---|
| voyage | Contract-driven pipeline: brief, research, plan, execute, review | stable |
| config-audit | Multi-agent analysis and optimisation of Claude Code configuration | stable |
| graceful-handoff | One-command session handoff into the STATE.md continuity system | stable |
| repo-mailbox | Local mailbox for coordination between sessions in different repos | beta |
| repo-standard | Per-repo gate for this org's presentation standard | experimental |
| app-creator | Pre-design pipeline from app concept to Voyage-ready briefs | experimental |
| ktg-plugin-marketplace | The plugin catalog — install any of the above from here | stable |
Security
| Repo | What it does | Maturity |
|---|---|---|
| llm-security | Scanning, auditing and threat modeling for Claude Code projects | stable |
| llm-security-commons | Runtime-neutral core: detector data and normative contracts | beta |
| 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 | Structured architecture guidance for the Microsoft AI stack | stable |
| portfolio-optimiser | Multi-agent cost optimisation on Microsoft Agent Framework, gated by a deterministic validator | experimental |
| portfolio-optimiser-claude | The same method on the Claude Agent SDK | experimental |
| portfolio-optimiser-commons | Framework-neutral shared core: normative specs and golden fixtures | experimental |
| llm-ingestion-okf | Open Knowledge Format ingestion library: connectors and bundle inbox | alpha |
Leadership and practice
| Repo | What it does | Maturity |
|---|---|---|
| okr | OKR guidance for Norwegian public sector, on 4-month tertial cycles | stable |
| ki-produktivitetsmodell | Three levels of organisational AI productivity, for public-sector leaders (Norwegian) | — |
| ai-psychosis | Meta-awareness tools for healthy AI interaction patterns | stable |
Content and design
| Repo | What it does | Maturity |
|---|---|---|
| linkedin-studio | Content engine for Claude Code: posts, carousels, video, newsletters | beta |
| claude-design | Facilitator for prompting Claude Design, from idea to ready prompt | alpha |
| playground-design-system | Framework-free CSS design system for plugin playgrounds | beta |
| 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:
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.
More context and writing at fromaitochitta.com.