refly

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Base skill for Refly ecosystem: creates, discovers, and runs domain-specific skills bound to workflows. Routes user intent to matching domain skills via symlinks, delegates execution to Refly backend. Use when user asks to: create skills, run workflows, automate multi-step tasks, or manage pipelines. Triggers: refly, skill, workflow, run skill, create skill, automation, pipeline. Requires: @refly/cli installed and authenticated.

refly-ai By refly-ai schedule Updated 2/3/2026

name: refly description: "Base skill for Refly ecosystem: creates, discovers, and runs domain-specific skills bound to workflows. Routes user intent to matching domain skills via symlinks, delegates execution to Refly backend. Use when user asks to: create skills, run workflows, automate multi-step tasks, or manage pipelines. Triggers: refly, skill, workflow, run skill, create skill, automation, pipeline. Requires: @refly/cli installed and authenticated."

Refly

Rules

  1. CLI only - Use refly <command>, never call API directly.
  2. Trust JSON - Only trust CLI JSON (ok, payload, error, hint).
  3. No fabricated IDs - Never invent workflow/run/node IDs.
  4. No tokens - Never print or request auth tokens.
  5. Stop on error - If ok=false, stop and show hint.

Available Commands

Command ID Format Description
refly status - Check authentication and connection status
refly login - Authenticate with Refly
refly skill list - List all available skills in the marketplace
refly skill installations - List your installed skills (get installationId here)
refly skill run --id <installationId> --input '<json>' skpi-xxx Run an installed skill, returns runId (we-xxx)
refly workflow status <runId> --watch we-xxx Watch workflow execution status
refly workflow detail <runId> we-xxx Get workflow run details
refly workflow toolcalls <runId> --files --latest we-xxx Get files from latest toolcall
refly file download <fileId> -o <path> df-xxx Download a file

Tip: Get installationId (skpi-xxx) from refly skill installations.

Command Options

Command Option Description
workflow status --watch Poll until workflow completes
workflow status --interval <ms> Polling interval in milliseconds (default: 5000)
workflow toolcalls --files Return simplified output with only files and content
workflow toolcalls --latest With --files, return only files from the most recent toolcall
workflow toolcalls --raw Disable output sanitization (show full tool outputs)

Recommended: Use --files --latest to get files from the final output without processing all toolcalls.

Skill Categories & Execution Patterns

Choose the execution pattern based on the skill's output type:

Category Skills Output Pattern
File Generation image, video, audio skills Files (png/mp4/mp3) Run → Wait → Download → Open
Text/Data search, research, report skills Text content Run → Wait → Extract content
Action email, messaging, integration skills Status confirmation Run → Wait → Confirm

Pattern A: File Generation Skills

Use for: nano-banana-pro, fal-image, fal-video, fal-audio, seedream-image, kling-video, wan-video

# Step 1: Run and capture RUN_ID
RESULT=$(refly skill run --id <installationId> --input '<json>')
RUN_ID=$(echo "$RESULT" | jq -r '.payload.workflowExecutions[0].id')

# Step 2: Wait for completion
refly workflow status "$RUN_ID" --watch --interval 30000

# Step 3: Get files and download to Desktop
FILES=$(refly workflow toolcalls "$RUN_ID" --files --latest | jq -r '.payload.files[]')
echo "$FILES" | jq -c '.' | while read -r file; do
  FILE_ID=$(echo "$file" | jq -r '.fileId')
  FILE_NAME=$(echo "$file" | jq -r '.name')
  if [ -n "$FILE_ID" ] && [ "$FILE_ID" != "null" ]; then
    refly file download "$FILE_ID" -o "$HOME/Desktop/${FILE_NAME}"
    open "$HOME/Desktop/${FILE_NAME}"
  fi
done

Pattern B: Text/Data Skills

Use for: jina, perplexity, weather-report, exa, research skills

# Step 1: Run and capture RUN_ID
RESULT=$(refly skill run --id <installationId> --input '<json>')
RUN_ID=$(echo "$RESULT" | jq -r '.payload.workflowExecutions[0].id')

# Step 2: Wait for completion
refly workflow status "$RUN_ID" --watch --interval 30000

# Step 3: Extract text content from toolcalls
CONTENT=$(refly workflow toolcalls "$RUN_ID" --files --latest | jq -r '.payload.nodes[].content')
echo "$CONTENT"

Pattern C: Action Skills

Use for: send-email, slack, microsoft-teams, zoom, calendar, CRM integrations

# Step 1: Run and capture RUN_ID
RESULT=$(refly skill run --id <installationId> --input '<json>')
RUN_ID=$(echo "$RESULT" | jq -r '.payload.workflowExecutions[0].id')

# Step 2: Wait for completion
refly workflow status "$RUN_ID" --watch --interval 30000

# Step 3: Confirm action status
STATUS=$(refly workflow detail "$RUN_ID" | jq -r '.payload.status')
echo "Action completed with status: $STATUS"

ID Types:

ID Format Example Used For
skpi-xxx skpi-h9kpmts9ho1kl9l1sohaloeu skill run --id only
we-xxx we-abc123def456 workflow status, workflow detail, workflow toolcalls
c-xxx c-g6emwcpi1wpalsz6j4gyi3d9 Browser URL only
df-xxx df-b3yxyelshtwsbxbrkmcqxmx9 file download
skpe-xxx skpe-qga5lpyv59yjzz2ghz2iv9bu ⚠️ Do NOT use for workflow commands

Required behavior:

  • skill run returns RUN_ID (we-xxx) in .payload.workflowExecutions[0].id
  • Use we-xxx for all workflow commands (status, detail, toolcalls)
  • Choose execution pattern (A/B/C) based on skill category
  • File skills: Download to ~/Desktop/ and open to show user
  • Text skills: Extract .payload.nodes[].content for text output
  • Action skills: Confirm .payload.status for completion

Directory Structure

~/.refly/skills/
├── base/                       # Base skill files (this symlink target)
│   ├── SKILL.md
│   └── rules/
│       ├── execution.md
│       ├── 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

Routing

User intent -> match domain skill (name/trigger) in ~/.claude/skills/ -> read domain skill SKILL.md -> execute via refly skill run -> return CLI-verified result.

References

  • rules/execution.md - Skill execution patterns and error handling
  • rules/workflow.md - Workflow command reference
  • rules/node.md - Node command reference
  • rules/file.md - File command reference
  • rules/skill.md - Customized Skill command reference
Install via CLI
npx skills add https://github.com/refly-ai/refly --skill refly
Repository Details
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article Path SKILL.md
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