เซิร์ฟเวอร์ MCP refly | PlugMCP
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CLI Commands
Discovery
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ไดเรกทอรี
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# List skill packages
refly skill list [options]
--status <status> # Filter: draft, published, deprecated
--mine # Show only my packages
--tags <tags> # Filter by tags (comma-separated)
--page <number> # Page number (default: 1)
--page-size <number> # Page size (default: 20)
# Search public packages
refly skill search <query> [options]
--tags <tags> # Filter by tags (comma-separated)
--page <number> # Page number (default: 1)
--page-size <number> # Page size (default: 20)
# Get skill details
refly skill get <skillId> [options]
--include-workflows # Include workflow details
--share-id <shareId> # Share ID for private skills
Lifecycle # Create skill package (see "Skill Creation Modes" below)
refly skill create [options]
--name <name> # Skill name (required)
--version <version> # Semantic version (default: 1.0.0)
--description <desc> # Skill description
--triggers <triggers> # Trigger phrases (comma-separated)
--tags <tags> # Category tags (comma-separated)
--workflow <workflowId> # Bind single workflow
--workflow-ids <ids> # Bind multiple workflows (comma-separated)
--workflow-spec <json> # Workflow spec JSON
--workflow-query <query> # Natural language description
--verbose # Include workflow details in output
# Publishing
refly skill publish <skillId> # Make public
refly skill unpublish <skillId> # Make private
refly skill delete <skillId> [options]
--force # Skip confirmation
# Local management
refly skill sync [options] # Sync registry with filesystem
--dry-run # Preview changes only
--prune # Remove orphan entries
refly skill validate [path] [options]
--fix # Attempt to fix issues
Installation # Install skill
refly skill install <skillId> [options]
--version <version> # Specific version
--share-id <shareId> # Share ID for private skills
--config <json> # Installation config JSON
# List installations
refly skill installations [options]
--status <status> # Filter: downloading, initializing, ready, error, disabled
--page <number> # Page number (default: 1)
--page-size <number> # Page size (default: 20)
# Uninstall
refly skill uninstall <installationId> [options]
--force # Skip confirmation
Execution # Run installed skill
refly skill run <installationId> [options]
--input <json> # Input JSON for the skill
--workflow <skillWorkflowId> # Run specific workflow only
--async # Run asynchronously
Skill Creation Modes
Mode 1: Generate Workflow from Query refly skill create --name <name> --workflow-query "<query>"
Calls backend AI to generate workflow
Creates skill and binds workflow
Returns skillId + workflowId
Optional metadata (does not generate workflow by itself):
--description, --triggers, --tags refly skill create \
--name comfyui-refly-skill \
--workflow-query "ComfyUI image generation workflow collection" \
--description "ComfyUI image workflow collection" \
--triggers "comfyui,text to image,image generation,image to image" \
--tags "image,comfyui"
Mode 2: Bind Existing Workflow(s) refly skill create --name <name> --workflow <workflowId>
refly skill create --name <name> --workflow-ids "<workflowId1,workflowId2>"
refly skill create \
--name my-skill \
--description "My custom skill" \
--workflow c-zybbx65ydi5npo7xevjx1wlr \
--triggers "custom,workflow" \
--tags "internal"
Mode 3b: Bind Multiple Workflows (Explicit) refly skill create --name <name> --workflow-ids "<workflowId1,workflowId2>"
refly skill create \
--name multi-workflow-skill \
--description "Multiple workflow entry points" \
--workflow-ids "c-aaa111,c-bbb222" \
--triggers "multi,entry" \
--tags "batch,workflow"
Mode 3: Use Workflow Spec (Structured) refly skill create --name <name> --workflow-spec '<json>'
refly skill create \
--name pdf-processor \
--workflow-spec '{
"nodes": [
{"id": "n1", "type": "start", "data": {"title": "Start"}},
{"id": "n2", "type": "skillResponse", "data": {"title": "Process PDF", "metadata": {"query": "Extract and summarize PDF content"}}}
],
"edges": [
{"id": "e1", "source": "n1", "target": "n2"}
]
}'
Note : Examples use start and skillResponse. Additional node types may be supported by backend.
Mode 4: Local Skill Only (No Cloud Package) Use when you only want a local skill directory and registry entry.
# Create local skill files manually, then sync
refly skill sync
You can later create a cloud skill package with:
refly skill create --name <name> --workflow <workflowId>
Workflow Generation Logic When no --workflow, --workflow-ids, --workflow-spec, or --workflow-query is specified,
CLI will return skill.create.needs_workflow with suggested options and examples.
Directory Structure ~/.refly/skills/
├── base/ # Base skill files (symlink target for 'refly')
│ ├── SKILL.md
│ └── rules/
│ ├── workflow.md
│ ├── node.md
│ ├── file.md
│ └── skill.md
└── <skill-name>/ # Domain skill directories
└── SKILL.md
~/.claude/skills/
├── refly → ~/.refly/skills/base/ # Base skill symlink
└── <skill-name> → ~/.refly/skills/<name>/ # Domain skill symlinks
How Symlinks Work
Base skill : ~/.claude/skills/refly → ~/.refly/skills/base/Domain skills : ~/.claude/skills/<name> → ~/.refly/skills/<name>/ Claude Code discovers skills via symlinks in ~/.claude/skills/. Each skill is a symlink pointing to the actual skill directory in ~/.refly/skills/.
Domain Skill Template Location: ~/.refly/skills/<skill-name>/SKILL.md (accessed via ~/.claude/skills/<skill-name>/SKILL.md)
---
name: <skill-name>
description: <one-line summary, under 100 chars>
workflowId: <workflow-id>
triggers:
- <phrase-1>
- <phrase-2>
tags:
- <tag-1>
author: <author>
version: 1.0.0
---
# <Skill Name>
## Quick Start
<Minimal code example>
## Run
```bash
refly skill run <installationId> --input '<json>'
```
## Advanced
**Feature A**: See [FEATURE_A.md](FEATURE_A.md)
**API Reference**: See [REFERENCE.md](REFERENCE.md)
Best Practices Naming : lowercase, hyphens, max 64 chars (pdf-processing, doc-translator)
Description : verb + what + when, third person, under 100 chars
Good: "Extracts text from PDF files. Use when processing PDF documents."
Bad: "I can help you with PDFs"
Triggers : 3-6 high-signal phrases, mix EN/ZH if needed
Structure : Each skill is a directory with skill.md as entry; push details to sibling files
Be specific in workflow query - helps AI generate accurate workflow
Include diverse triggers - cover EN/ZH variations
Test before publish - install then run (refly skill install -> refly skill run)
Use --workflow-spec for complex scenarios requiring precise control
Local Skills vs Cloud Skills
Create cloud skill -> refly skill create (generates workflow + local symlink)
Publish skill -> refly skill publish -> makes skill discoverable
Install to run -> refly skill install -> creates local SKILL.md + symlink
Run skill -> refly skill run <installationId>
Output Examples
List Output {
"ok": true,
"type": "skill.list",
"version": "1.0",
"payload": {
"skills": [
{
"skillId": "skp-xxx",
"name": "my-skill",
"version": "1.0.0",
"description": "Skill description",
"status": "published",
"isPublic": true,
"downloadCount": 10,
"createdAt": "2026-01-19T00:00:00Z"
}
],
"total": 10,
"page": 1,
"pageSize": 20,
"hasMore": false
}
}
Installations Output {
"ok": true,
"type": "skill.installations",
"version": "1.0",
"payload": {
"installations": [
{
"installationId": "skpi-xxx",
"skillId": "skp-xxx",
"skillName": "my-skill",
"skillVersion": "1.0.0",
"status": "ready",
"installedAt": "2026-01-19T00:00:00Z"
}
],
"total": 3,
"page": 1,
"pageSize": 20,
"hasMore": false
}
}
Execution Output {
"ok": true,
"type": "skill.run",
"version": "1.0",
"payload": {
"executionId": "skpe-xxx",
"installationId": "skpi-xxx",
"status": "completed",
"workflowExecutions": [
{
"skillWorkflowId": "skw-xxx",
"workflowId": "c-xxx",
"status": "completed"
}
],
"result": {},
"error": null
}
}
Skill Sync Details
Validate existing symlinks in ~/.claude/skills/
Check for broken symlinks (pointing to non-existent directories)
Check for orphan directories (directories without symlinks)
With --fix: recreate broken symlinks
With --prune: remove broken symlinks
Skill Validate Details refly skill validate [path] will:
Validate frontmatter schema and required fields
Return per-file errors and warnings
Provide a summary of valid/invalid files
{
"ok": true,
"type": "skill.validate",
"version": "1.0",
"payload": {
"path": "/path/to/skills",
"summary": {
"total": 3,
"valid": 2,
"invalid": 1,
"warnings": 1
}
}
}
Error Handling
Note : Invalid JSON in --workflow-spec will fail the command; ensure it is valid JSON.
agent-browser Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web a pptx Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting te slack-gif-creator Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a G
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The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex & more. Build Clawdbot 🦞· APIs for Lovable · Bots for Slack & Lark/Feishu · Skills are in
1 --- 2 name: refly 3 description: The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex… 4 --- 5 6 # packages/cli/skill/references/skill.md R skill.md
ทรานสปอร์ต ไฟล์
สถานะ อยู่ในรายการ The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex & more. Build Clawdbot 🦞· APIs for Lovable · Bots for Slack & Lark/Feishu · Skills are infrastructure, not prompts.
ติดตั้ง refly อย่างไร? ดาวน์โหลด packages/cli/skill/references/skill.md จากผู้เผยแพร่ หรือคัดลอกพาธแล้วเปิดรีโพซิทอรี PlugMCP แสดงรายการสกิลเท่านั้น ไม่ได้โฮสต์ไฟล์
refly โฮสต์อยู่ที่ไหน? ผู้เผยแพร่เก็บไว้ที่ https://github.com/refly-ai/refly
เอเจนต์ใดใช้ refly ได้บ้าง? Claude, Cursor, Codex และ Grok Build อ่าน SKILL.md ที่คุณเพิ่มจากรีโพซิทอรีของผู้เผยแพร่ได้ ส่วน Grok Bot จะติดตั้งให้เมื่อคุณส่งลิงก์โฟลเดอร์ GitHub ของสกิลในแชต