Any web stack
Mount Dash in-process or proxy React, Node, Rust, Flask, FastAPI, Streamlit, Gradio, Node-RED, static HTML, and more.
The live-app skill for Codex + Claude Code
curIAtor
Your web apps have a curator now. Give Codex or Claude Code the live interface, exact feedback thread, screenshot evidence, repository context, and verification command without leaving the browser.
pip install curiator
curiator link --commands
One skill, two native workflows. curIAtor installs repo-local instructions that Codex CLI and Claude Code can invoke themselves.
Codex CLI
Claude Code
One continuous loop
From observation to tested change
curIAtor puts the feedback channel around the running app, then carries the app, thread, screenshot, source scope, and smoke command into the agent task.
- InspectOpen any app through one collection shell.
- CaptureRate, comment, screenshot, annotate, or reply in-thread.
- ActThe curIAtor skill opens the exact task bundle in Codex or Claude Code.
- VerifySmoke-test, reload, reply, and retain the Git and SQLite receipt.
Context stays attached
Feedback belongs beside the thing being reviewed
The gallery wraps mixed web stacks behind one origin. The right-hand panel records the conversation while the center remains the real, interactive application.
See the live Sietch collection
Built for working collections
Framework-neutral and repository-aware
Evidence-rich feedback
Keep screenshots, annotations, narrated notes, explicit replies, status transitions, and live task traces connected by feedback ID.
Git as memory
Commit accepted source transitions with feedback provenance while SQLite remains the conversation and queue source of truth.
Agent-native workflow
Use the same feedback ID, task bundle, reply trace, reload, and Git receipt from Codex CLI, Claude Code, or the headless watcher.
Self-hosted by design