Ui Feedback
UI annotation and feedback processor. Watches for new annotations from agentation, maps element paths to source code, implements fixes…
- Type
- Subagent
- Repository
- yonatangross/orchestkit
- GitHub stars
- 284
- License
- MIT
- Repo last updated
- Sep 27, 2026
- Source file
- README.md
What Ui Feedback is
Ui Feedback is a subagent published in the yonatangross/orchestkit repository on GitHub, which has about 284 stars. The repository describes itself as: “The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install `ork` for stable (v9.x), or `ork-alpha` for the v10 line, which ships daily.”
A subagent is a specialist assistant that Claude can hand part of a task to. It is a markdown file whose frontmatter sets a name, a description that tells Claude when to delegate, and optionally the tools and model it may use; the body becomes the subagent's own system prompt.
Because a subagent works in its own context, it keeps the main conversation focused: Claude can send a narrow job, such as a review or a specialised analysis, to Ui Feedback and get back a compact result.
How to install Ui Feedback
Claude Code
- Download README.md from the repository.
- Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control.
- Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.
Claude Cowork
- Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent.
- Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.
New to extending Cowork? Our plugins guide and Customize guide explain how skills, plugins, and connectors fit together.
Inside the source file
An excerpt from README.md, shared under the repository's MIT license. Read the full file on GitHub.
107 skills · 36 agents · 171 hooks
Explore the Docs → · OrchestKit Community → Skill browser, demo gallery, setup wizard
Contents
- Quick Start
- Why OrchestKit?
- What You Get
- Key Commands
- Configuration
- What OrchestKit observes
- Install
- FAQ
- Development
- What's New
- Community
Quick Start
Pick the host you actually use. Claude Code is the full plugin (skills + agents + hooks). Cursor gets the same ork plugin minus Claude hook scripts. skills.sh is skills only — start with the 12 below, not the whole catalog.
Host support matrix
Measured 2026-09-08 on pi 0.85, Codex CLI and cursor-agent. Details, commands and the lane model: OrchestKit on pi, Codex and Cursor. Antigravity measured 2026-09-18 on agy 1.2.6; full evidence in docs/audits/agy-host-support-2026-09-18.md.
Claude Code
/plugin marketplace add yonatangross/orchestkit
/plugin install orkThen /ork:setup. The wizard scans the repo, recommends skills, and writes MCP config.
CLI equivalent: claude plugin marketplace add yonatangross/orchestkit && claude plugin install ork@orchestkit.
Cursor
Settings → Plugins / marketplaces → add yonatangross/orchestkit → enable ork → open a new chat. Same plugin Claude Code installs, not a five-skill fork. See Install → Cursor.
skills.sh (Cursor, Codex, OpenCode, …)
Starter 12 from measured installs plus the ork skills we retain (full why table under Install):
npx skills add yonatangross/orchestkit -s devops-deployment -s responsive-patterns -s architecture-decision-record -s ui-components -s rag-retrieval -s agent-orchestration -s brainstorm -s expect -s auto -s review-pr -s fix-issue -s commitFull catalog: npx skills add yonatangross/orchestkit (hundreds of SKILL.md files; do not treat that as unique users). Live install totals stay on the skills.sh badge above.
Why OrchestKit?
Every Claude Code session starts from zero. You explain your stack, patterns, preferences—again and again.
OrchestKit gives Claude persistent knowledge of production patterns that work automatically:
What You Get
One unified plugin, everything included.
All available in a single /plugin install ork. Skills load on-demand. Hooks work automatically.
Browse everything in the Docs →
Key Commands
/ork:auto # Front door: describe a goal, it routes to the right skill
/ork:setup # Personalized onboarding wizard
/ork:implement # Full-stack implementation with parallel agents
/ork:expect # Diff-aware AI browser testing
/ork:review-pr # PR review with parallel agents
/ork:verify # Multi-agent validation
/ork:commit # Conventional commit with pre-checks
/ork:explore # Analyze unfamiliar codebase
/ork:remember # Save to persistent memory
/ork:doctor # Health checkConfiguration
/ork:setup detects your stack, recommends MCP servers, and writes the configuration for you.
Recommended MCP Servers
Set "alwaysLoad": true on the first three in your .mcp.json. It skips the per-skill tool probe and shaves ~150ms off cold starts.
Context7 is a prerequisite, and ork does not ship it. 22 agents grant mcpcontext7* in their frontmatter, but .mcp.json is user-owned and project-scoped, so the grant refers to a server you add. Skip it and those agents answer from training data with no error raised. The recommended entry is the hosted HTTP server, which costs no local process:
"context7": {
"type": "http",
"url": "https://mcp.context7.com/mcp"
}Free tier: 1,000 requests, public repos, no account. Context7 Pro ($10 per seat per month) raises that to 5,000 per seat and parses private repos; add "headers": { "Authorization": "Bearer ${CONTEXT7_API_KEY}" } and export the ctx7sk- key. Add the header only once the variable is exported: with it unset the unexpanded literal is sent as the token and every query fails, and it does not fall back to the anonymous free tier, so the keyless entry above is strictly better than a header with no key behind it. The legacy stdio transport (npx -y @upstash/[email protected]) is the fallback when the hosted endpoint is unreachable, but it spawns one child process per Claude Code session, so the fan-out scales with how many sessions you keep open.
Before you install
- Read the whole file first. Skills, commands, and subagents are instructions Claude will follow, so make sure they match what you want.
- Check which tools, scripts, or MCP servers it uses. Local servers and scripts run with your permissions.
- Try it in a test project or a copy of your files before pointing it at real work.
- Pin the version you tested, and review changes before updating.
- Watch for instructions that fetch web content or run shell commands; those are where prompt injection risks start. See our prompt injection guide.
FAQ
What is Ui Feedback?
Ui Feedback is a subagent for Claude Code and Claude Cowork from the yonatangross/orchestkit repository on GitHub. UI annotation and feedback processor. Watches for new annotations from agentation, maps element paths to source code, implements fixes…
How do I install Ui Feedback in Claude Code?
Download README.md from the repository. Save it to ~/.claude/agents/ to use it in every project, or to .claude/agents/ inside one project to share it through version control. Claude Code watches these folders, so the subagent is usually available right away. Ask Claude to use it by name, or @-mention it to make sure it runs.
Can I use Ui Feedback in Claude Cowork?
Cowork loads subagents through plugins. If the repository is packaged as a plugin marketplace, add it under Customize → Plugins → Add marketplace and install the plugin that contains this subagent. Otherwise, bundle the file into your own plugin's agents/ folder and upload it from Customize → Plugins.
Is Ui Feedback safe to install?
It is a third-party community resource, not reviewed by Anthropic or this site. Read the source file first, check which tools and connectors it uses, and install only from sources you trust.
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