Muapi Workflow

#!/bin/bash
# Assistant Skill: Discover Relevant Workflow
# Thin wrapper around muapi CLI.

QUERY=""
LIMIT=5

while [[ $# -gt 0 ]]; do
    case $1 in
        --query|-q) QUERY="$2"; shift 2 ;;
        --limit)    LIMIT="$2"; shift 2 ;;
        *) shift ;;
    esac
done

if [ -z "$QUERY" ]; then echo "Error: --query is required" >&2; exit 1; fi

muapi workflow discover "$QUERY" --limit "$LIMIT"


#!/bin/bash
# Expert Skill: AI Workflow Architect
# Thin wrapper around muapi CLI.

PROMPT=""
WORKFLOW_ID=""   # Set to edit an existing workflow
ASYNC=false
VIEW=false
JSON_ONLY=false

while [[ $# -gt 0 ]]; do
    case $1 in
        --prompt|-p)       PROMPT="$2"; shift 2 ;;
        --workflow-id|-w)  WORKFLOW_ID="$2"; shift 2 ;;
        --async)           ASYNC=true; shift ;;
        --view)            VIEW=true; shift ;;
        --json)            JSON_ONLY=true; shift ;;
        *) shift ;;
    esac
done

if [ -z "$PROMPT" ]; then echo "Error: --prompt is required" >&2; exit 1; fi

ARGS=()
[ "$ASYNC" = true ] && ARGS+=("--async")
[ "$VIEW" = true ] && ARGS+=("--view")
[ "$JSON_ONLY" = true ] && ARGS+=("--output-json")

if [ -n "$WORKFLOW_ID" ]; then
    muapi workflow edit "$WORKFLOW_ID" --prompt "$PROMPT" "${ARGS[@]}"
else
    muapi workflow create "$PROMPT" "${ARGS[@]}"
fi


#!/bin/bash
# Assistant Skill: Interactive Workflow Runner
# Thin wrapper around muapi CLI.

WORKFLOW_ID=""

while [[ $# -gt 0 ]]; do
    case $1 in
        --workflow-id|-w) WORKFLOW_ID="$2"; shift 2 ;;
        *) shift ;;
    esac
done

if [ -z "$WORKFLOW_ID" ]; then echo "Error: --workflow-id is required" >&2; exit 1; fi

muapi workflow run-interactive "$WORKFLOW_ID"


#!/bin/bash
# Assistant Skill: List Workflows
# Thin wrapper around muapi CLI.

JSON_ONLY=false
LIMIT=20

while [[ $# -gt 0 ]]; do
    case $1 in
        --json) JSON_ONLY=true; shift ;;
        --limit) LIMIT="$2"; shift 2 ;;
        *) shift ;;
    esac
done

if [ "$JSON_ONLY" = true ]; then
    muapi workflow list --output-json
else
    muapi workflow list | head -n $((LIMIT + 5))
fi


#!/bin/bash
# Expert Skill: Run & Visualize an AI Workflow
# Thin wrapper around muapi CLI.

WORKFLOW_ID=""
INPUT_ARGS=()
WEBHOOK=""
ASYNC=false
DOWNLOAD_DIR=""

while [[ $# -gt 0 ]]; do
    case $1 in
        --workflow-id|-w)  WORKFLOW_ID="$2"; shift 2 ;;
        --input|-i)        INPUT_ARGS+=("$2"); shift 2 ;;
        --webhook)         WEBHOOK="$2"; shift 2 ;;
        --async)           ASYNC=true; shift ;;
        --download|-d)     DOWNLOAD_DIR="$2"; shift 2 ;;
        *) shift ;;
    esac
done

if [ -z "$WORKFLOW_ID" ]; then echo "Error: --workflow-id is required" >&2; exit 1; fi

ARGS=()
for ITEM in "${INPUT_ARGS[@]}"; do ARGS+=("--input" "$ITEM"); done
[ -n "$WEBHOOK" ] && ARGS+=("--webhook" "$WEBHOOK")
[ "$ASYNC" = true ] && ARGS+=("--no-wait")
[ -n "$DOWNLOAD_DIR" ] && ARGS+=("--download" "$DOWNLOAD_DIR")

if [ ${#INPUT_ARGS[@]} -gt 0 ]; then
    muapi workflow execute "$WORKFLOW_ID" "${ARGS[@]}"
else
    muapi workflow run "$WORKFLOW_ID" "${ARGS[@]}"
fi


---
name: muapi-workflow
version: 0.1.0
description: Build, run, and visualize multi-step AI generation workflows. The AI architect translates natural language descriptions into connected node graphs — chain image generation, video creation, enhancement, and editing into automated pipelines.
---

# AI Workflow Builder

Chain any combination of muapi.ai generation steps into automated pipelines. The AI architect converts your plain-language description into a runnable node graph.

## Prerequisites

Always ensure the `muapi` CLI is up-to-date before running any commands. Reinstall from source at the start of every session:

```bash
pip install --upgrade /path/to/muapi-cli
```

Replace `/path/to/muapi-cli` with the actual path to the `muapi-cli` directory in the workspace (the directory containing `pyproject.toml`).

## Core Operations

1. **Generate** (`generate-workflow.sh`) — AI architect creates a workflow from a description
2. **Discover** (