ray
Skill6 starsChanged 10 months agoMITView on GitHub
Teaches how to interact with the Ray application. This skill should be used when users want to interact with Ray through a coding agent or LLM with skills capabilities.
3 other projects use a version of this.
Adopted by
Most recently taken up by
- imraywang/rayskillstheir own version, first seen Nov 2, 2026
- G1Joshi/Agent-Skillstheir own version, first seen Oct 13, 2026
- Railly/tintetheir own version, first seen Oct 8, 2026
Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 3
- Railly/tinte★ 624same name
- imraywang/rayskills★ 385same name
- G1Joshi/Agent-Skills★ 15same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 2 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 10
Use this skill whenever the user asks you to send something to Ray.
- Distinctive: line 14
Read individual rule files for detailed explanations of what kind of payloads you can send to Ray and code examples.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
When to use
Use this skill whenever the user asks you to send something to Ray.
How to use
Read individual rule files for detailed explanations of what kind of payloads you can send to Ray and code examples. If the Ray MCP server is setup up, propose to the user to use it by default. ALWAYS propose the skill as a second option.
HTTP API
- rules/ray-local-http.md - How the Ray local HTTP server works
Payload Types
- rules/log.md - Log payload for general value logging
- rules/table.md - Table payload for key-value data
- rules/json.md - JSON string payload for structured data
- rules/text.md - Text payload for plain text with preserved whitespace
- rules/html.md - HTML payload for raw HTML content
- rules/xml.md - XML payload for formatted XML
- rules/carbon.md - Carbon payload for date/time
- rules/custom.md - Custom payload for arbitrary content with custom label
- rules/decoded-json.md - Decoded JSON payload for parsed JSON objects
- rules/file-contents.md - File contents payload for displaying file content
Action Types
- rules/action-confetti.md - Confetti action to celebrate
- rules/action-hide-app.md - Hide Ray window
- rules/action-show-app.md - Show Ray window
- rules/action-clear-all.md - Clear all logs
Agent Payload Types
These payload types are designed for LLM/agent output with rich rendering support.
- rules/agent-custom-html.md - Rich HTML with full CSS support
- rules/agent-custom-markdown.md - Rendered Markdown content
- rules/agent-custom-mermaid.md - Mermaid diagrams (flowcharts, sequence diagrams, etc.)
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

