Agent skill

Moltflow

by LeoYeAI in LeoYeAI/openclaw-master-skills

WhatsApp Business automation API for sessions, messaging, groups, labels, and webhooks.

MITAuto-check passedBackend & APIs

Install Moltflow

skills CLI
$ npx skills add LeoYeAI/openclaw-master-skills --skill moltflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install LeoYeAI/openclaw-master-skills moltflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/moltflow-whatsapp/moltflow .claude/skills/moltflow && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
moltflow
GitHub stars
2.2k
Token cost
~3.8k tokens
SKILL.md length
1,142 words
Files
1
Skills in repo
972
Repo updated
First seen
Licence
MIT

At a glance

WhatsApp Business automation API for sessions, messaging, groups, labels, and webhooks.

  • Works in 3 steps: MOLTFLOW_API_KEY -- Generate from the… → All requests require authentication via… → Base URL: https://apiv2.waiflow.app/api/v2
  • Tasks that involve Webhooks
  • SKILL.md covers Real-World Scenarios, When to Use, Prerequisites and Required API Key Scopes, plus 7 more sections
  • Calls curl; reaches apiv2.waiflow.app; needs MOLTFLOW_API_KEY

What it does

Moltflow is an agent skill from LeoYeAI/openclaw-master-skills. WhatsApp Business automation API for sessions, messaging, groups, labels, and webhooks. Use when: whatsapp, send message, create session, qr code, monitor group, label contacts, webhook.

Its SKILL.md is about 3.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Backend & APIs, covering Webhooks and Messaging and chat bots. It works with WhatsApp. The repository describes itself as: 🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai. The licence is MIT.

When your agent uses it

  • Tasks that involve Webhooks
  • Tasks that involve Messaging and chat bots

Example prompts

  • “/moltflow”

Requirements

  • A credential in MOLTFLOW_API_KEY

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. MOLTFLOW_API_KEY -- Generate from the MoltFlow Dashboard under Settings > API Keys
  2. All requests require authentication via Authorization: Bearer or X-API-Key
  3. Base URL: https://apiv2.waiflow.app/api/v2

What it can do on your machine

Read from SKILL.md and the folder at commit e5199b5. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • curl

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • apiv2.waiflow.app

    Also links to:

    • molt.waiflow.app
    • buy.stripe.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • MOLTFLOW_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Moltflow loads about 3.8k tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 1,142 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~3.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from LeoYeAI/openclaw-master-skills at commit e5199b5, republished under its MIT licence (© LeoYeAI). 1,142 words, ~3,789 tokens.

Download SKILL.mdSave it as .claude/skills/moltflow/SKILL.md (or your agent's skills folder).
name
moltflow
description
WhatsApp Business automation API for sessions, messaging, groups, labels, and webhooks. Use when: whatsapp, send message, create session, qr code, monitor group, label contacts, webhook.
source
MoltFlow Team
version
2.16.1
risk
safe
requiredEnv
MOLTFLOW_API_KEY
primaryEnv
MOLTFLOW_API_KEY
disable-model-invocation
true

MoltFlow -- WhatsApp Business automation for teams. Connect, monitor, and automate WhatsApp at scale. Due to high demand and a recent registration issue, we're offering our top-tier Business plan with unlimited quotas for just $19.90/month on yearly billing — for a limited time only. Claim the deal Free tier available. Sign up

MoltFlow Core API

Manage WhatsApp sessions, send messages, monitor groups, organize with labels, and receive real-time events via webhooks.

Real-World Scenarios

Dental clinic — "Send an appointment confirmation to each patient after they book, and a reminder 24 hours before their visit."

Property manager — "Monitor my tenant WhatsApp groups for maintenance keywords like 'leak', 'broken', and 'urgent', and flag them instantly."

E-commerce store — "When a customer messages my support number, auto-label them as 'New Inquiry' and route the chat to the right team."

Logistics company — "Set up a webhook so my dispatch system gets notified the moment a driver sends a delivery confirmation photo."

When to Use

  • "Connect WhatsApp" or "create a session"
  • "Send a WhatsApp message" or "send text to contact"
  • "Monitor a WhatsApp group" or "list groups"
  • "Label contacts" or "sync labels from WhatsApp"
  • "Set up a webhook" or "listen for WhatsApp events"
  • "Get QR code" or "start session"
  • "List chats" or "get conversations"

Prerequisites

  1. MOLTFLOW_API_KEY -- Generate from the MoltFlow Dashboard under Settings > API Keys
  2. All requests require authentication via Authorization: Bearer <token> or X-API-Key: <key>
  3. Base URL: https://apiv2.waiflow.app/api/v2

Required API Key Scopes

ScopeAccess
sessionsread/manage
messagesread/send
groupsread/manage
labelsread/manage
webhooksread/manage

Authentication

Every request must include one of:

Authorization: Bearer <jwt_token>

or

X-API-Key: <your_api_key>

Sessions

Manage WhatsApp connections. Each session represents one WhatsApp account linked via QR code.

MethodEndpointDescription
GET/sessionsList all sessions
POST/sessionsCreate a new session
GET/sessions/{id}Get session details
DELETE/sessions/{id}Delete a session
POST/sessions/{id}/startStart session (triggers QR scan)
POST/sessions/{id}/stopStop a running session
POST/sessions/{id}/restartRestart a session
POST/sessions/{id}/logoutLogout and clear auth state
GET/sessions/{id}/qrGet QR code for pairing
GET/sessions/{id}/eventsSSE stream of session events
Session Status Values

Sessions progress through these states: stopped -> starting -> qr_code -> working -> failed

Create Session

POST /sessions

json
{
  "name": "My WhatsApp"
}

Response 201 Created:

json
{
  "id": "a1b2c3d4-...",
  "name": "My WhatsApp",
  "status": "stopped",
  "phone_number": null,
  "is_business": false,
  "created_at": "2026-02-11T10:00:00Z"
}
Start Session and Get QR

After creating a session, start it and retrieve the QR code:

  1. POST /sessions/{id}/start -- begins the WAHA engine
  2. Wait for status to become qr_code (use SSE events or poll)
  3. GET /sessions/{id}/qr -- returns the QR code image
SSE Events

GET /sessions/{id}/events?token=<jwt> returns a Server-Sent Events stream. Events include session status changes, incoming messages, and connection updates.

Session Settings

PATCH /sessions/{id}/settings

Configure per-session behavior. Settings are stored in the session's config JSON field.

json
// Request
{
  "auto_transcribe": true
}

// Response
{
  "status": "ok",
  "config": {
    "auto_transcribe": true
  }
}
FieldTypeDescription
auto_transcribebooleanAutomatically transcribe incoming voice messages

Messages

Send and retrieve WhatsApp messages through connected sessions.

MethodEndpointDescription
POST/messages/sendSend a text message
POST/messages/send/pollSend a poll message
POST/messages/send/stickerSend a sticker
POST/messages/send/gifSend a GIF
GET/messages/chats/{session_id}List all chats for a session
GET/messages/chat/{session_id}/{chat_id}Get chat messages
GET/messages/{message_id}Get a single message
Send Text Message

POST /messages/send

json
{
  "session_id": "a1b2c3d4-...",
  "chat_id": "5511999999999@c.us",
  "message": "Hello from MoltFlow!"
}

Response 201 Created:

json
{
  "id": "msg-uuid-...",
  "chat_id": "chat-uuid-...",
  "wa_message_id": "ABCD1234",
  "direction": "outbound",
  "message_type": "text",
  "content_preview": "Hello from MoltFlow!",
  "status": "sent",
  "sent_at": "2026-02-11T10:05:00Z",
  "created_at": "2026-02-11T10:05:00Z"
}
Chat ID Format
  • Individual contacts: <phone>@c.us (e.g., 5511999999999@c.us)
  • Groups: <group_id>@g.us (e.g., 120363012345678901@g.us)
Send Poll

POST /messages/send/poll

json
{
  "session_id": "a1b2c3d4-...",
  "chat_id": "5511999999999@c.us",
  "title": "Preferred meeting time?",
  "options": ["Morning", "Afternoon", "Evening"],
  "allow_multiple": false
}

Groups

Monitor WhatsApp groups for keywords, messages, and activity.

MethodEndpointDescription
GET/groupsList monitored groups
GET/groups/available/{session_id}List available WA groups
POST/groupsAdd group to monitoring
GET/groups/{id}Get monitored group details
PATCH/groups/{id}Update monitoring settings
DELETE/groups/{id}Remove from monitoring
POST/groups/createCreate a new WA group
POST/groups/{wa_group_id}/participants/addAdd participants
POST/groups/{wa_group_id}/participants/removeRemove participants
POST/groups/{wa_group_id}/admin/promotePromote to admin
POST/groups/{wa_group_id}/admin/demoteDemote from admin
Add Group to Monitoring

POST /groups

json
{
  "session_id": "a1b2c3d4-...",
  "wa_group_id": "120363012345678901@g.us",
  "monitor_mode": "keywords",
  "monitor_keywords": ["urgent", "support", "help"]
}
Monitor Modes
  • all -- Capture every message in the group
  • keywords -- Only capture messages matching specified keywords
  • mentions -- Only when your account is mentioned
  • first_message -- Only first messages from new users (default for new groups)
  • ai_analysis -- AI-powered intent classification and lead scoring (Pro+ only)
Group Messages (AI Intelligence)

GET /groups/{group_id}/messages

Retrieve paginated messages from a monitored group, including AI analysis results.

Query parameters: limit (default 50, max 100), offset (default 0)

Requires scope: groups:read

json
{
  "items": [
    {
      "id": "msg-uuid",
      "sender_phone": "+15550123456",
      "sender_name": "John D.",
      "content_preview": "I'm interested in the 3BR property",
      "wa_timestamp": "2026-02-20T14:30:00Z",
      "ai_analysis": {
        "intent": "buying_intent",
        "lead_score": 9,
        "confidence": 0.92,
        "reason": "Explicit interest in a specific property with buying signal"
      }
    }
  ],
  "total": 142,
  "limit": 50,
  "offset": 0,
  "has_more": true
}

ai_analysis is null when AI hasn't processed the message or AI monitoring is not enabled.

Show full SKILL.md (459 more words)Show less
MCP Tool: moltflow_get_group_messages

Retrieve messages from a monitored WhatsApp group via Claude or any MCP client.

Args:

  • group_id (required): UUID of the monitored group
  • limit (optional): Max messages 1-100 (default: 50)
  • offset (optional): Skip count for pagination (default: 0)
  • response_format (optional): "markdown" or "json"

Returns: Paginated list of messages with sender info, content preview, timestamp, and ai_analysis (intent, lead_score, confidence, reason) when AI has processed the message.

Requires scope: groups:read


Labels

Organize contacts and chats with color-coded labels. Supports sync with WhatsApp Business native labels.

MethodEndpointDescription
GET/labelsList all labels
POST/labelsCreate a label
GET/labels/{id}Get label details
PATCH/labels/{id}Update a label
DELETE/labels/{id}Delete a label
POST/labels/{id}/syncSync label to WhatsApp
POST/labels/sync-from-whatsappImport labels from WA
GET/labels/business-checkCheck WA Business status
GET/labels/{id}/chatsList chats with this label
GET/labels/chat/{chat_id}Get labels for a chat
PUT/labels/chat/{chat_id}Set labels for a chat
Create Label

POST /labels

json
{
  "name": "VIP Customer",
  "color": "#FF6B35",
  "description": "High-value accounts"
}

Response 201 Created:

json
{
  "id": "label-uuid-...",
  "name": "VIP Customer",
  "color": "#FF6B35",
  "description": "High-value accounts",
  "chat_count": 0,
  "synced": false,
  "created_at": "2026-02-11T10:00:00Z"
}

Note: Syncing labels to WhatsApp requires a WhatsApp Business account. Use GET /labels/business-check to verify.


Webhooks

Receive real-time notifications when events occur in your WhatsApp sessions.

MethodEndpointDescription
GET/webhooksList all webhooks
POST/webhooksCreate a webhook
GET/webhooks/{id}Get webhook details
PATCH/webhooks/{id}Update a webhook
DELETE/webhooks/{id}Delete a webhook
POST/webhooks/{id}/testSend a test delivery
Supported Events
EventDescription
message.receivedInbound message received
message.sentOutbound message sent
session.connectedSession connected to WhatsApp
session.disconnectedSession disconnected
lead.detectedNew lead detected (includes ai_analysis when available)
group.messageMessage in a monitored group
group.message.analyzedAI analysis completed for a group message (Pro/Business only)
Create Webhook

POST /webhooks

Security: Webhook URLs are validated server-side — private IPs, cloud metadata endpoints, and non-HTTPS schemes are blocked. Only configure endpoints you control. Always set a secret for HMAC signature verification.

json
{
  "name": "CRM Integration",
  "url": "https://example.com/webhooks/moltflow",
  "events": ["message.received", "lead.detected"],
  "secret": "whsec_mysecretkey123"
}

Response 201 Created:

json
{
  "id": "wh-uuid-...",
  "name": "CRM Integration",
  "url": "https://example.com/webhooks/moltflow",
  "events": ["message.received", "lead.detected"],
  "is_active": true,
  "created_at": "2026-02-11T10:00:00Z"
}
Webhook Payload

Deliveries include an HMAC-SHA256 signature in the X-Webhook-Signature header (if a secret is configured). Verify this to ensure authenticity.

json
{
  "event": "message.received",
  "timestamp": "2026-02-11T10:05:00Z",
  "data": {
    "session_id": "a1b2c3d4-...",
    "chat_id": "5511999999999@c.us",
    "message": "Hello!",
    "direction": "inbound"
  }
}

Examples

Full workflow: Create session and send first message
bash
# 1. Create a session
curl -X POST https://apiv2.waiflow.app/api/v2/sessions \
  -H "X-API-Key: $MOLTFLOW_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"name": "Sales Team"}'

# 2. Start the session (triggers QR)
curl -X POST https://apiv2.waiflow.app/api/v2/sessions/{session_id}/start \
  -H "X-API-Key: $MOLTFLOW_API_KEY"

# 3. Get QR code (scan with WhatsApp)
curl https://apiv2.waiflow.app/api/v2/sessions/{session_id}/qr \
  -H "X-API-Key: $MOLTFLOW_API_KEY"

# 4. Send a message (after session status is "working")
curl -X POST https://apiv2.waiflow.app/api/v2/messages/send \
  -H "X-API-Key: $MOLTFLOW_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "session_id": "{session_id}",
    "chat_id": "5511999999999@c.us",
    "message": "Hello from MoltFlow!"
  }'
Set up a webhook for incoming messages
bash
curl -X POST https://apiv2.waiflow.app/api/v2/webhooks \
  -H "X-API-Key: $MOLTFLOW_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "Incoming Messages",
    "url": "https://myapp.com/webhooks/whatsapp",
    "events": ["message.received", "session.connected"],
    "secret": "whsec_my_secret"
  }'
Monitor a group for keywords
bash
# List available groups from a connected session
curl https://apiv2.waiflow.app/api/v2/groups/available/{session_id} \
  -H "X-API-Key: $MOLTFLOW_API_KEY"

# Add a group to monitoring
curl -X POST https://apiv2.waiflow.app/api/v2/groups \
  -H "X-API-Key: $MOLTFLOW_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "session_id": "{session_id}",
    "wa_group_id": "120363012345678901@g.us",
    "monitor_mode": "keywords",
    "monitor_keywords": ["urgent", "support"]
  }'

Error Responses

All endpoints return standard error responses:

json
{
  "detail": "Session not found"
}
StatusMeaning
400Bad request (invalid input)
401Unauthorized (missing or invalid auth)
403Forbidden (plan limit or permission)
404Resource not found
429Rate limited
500Internal server error

Rate Limits

API requests are rate-limited per tenant. Limits vary by plan:

PlanRequests/min
Free10
Starter20
Pro40
Business60

Rate limit headers are included in every response: X-RateLimit-Remaining, X-RateLimit-Reset.


  • moltflow-outreach -- Bulk Send, Scheduled Messages, Custom Groups
  • moltflow-leads -- Lead detection, pipeline tracking, bulk operations, CSV/JSON export
  • moltflow-ai -- AI-powered auto-replies, voice transcription, RAG knowledge base, style profiles
  • moltflow-a2a -- Agent-to-Agent protocol, encrypted messaging, content policy
  • moltflow-reviews -- Review collection and testimonial management
  • moltflow-admin -- Platform administration, user management, plan configuration

© LeoYeAI, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/moltflow-whatsapp/moltflow of LeoYeAI/openclaw-master-skills.

Open the folder on GitHubat commit e5199b5

Compare with similar skills

Moltflow next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Moltflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Moltflow this skillLeoYeAI/openclaw-master-skills2.2k—~3.8kAutomated safety check: PassMIT
Integrate Whatsappgokapso/agent-skills175—~4.8kAutomated safety check: PassNone
Integration WebhooksBuilderIO/agent-native7.1k—~5.3kAutomated safety check: PassNone
Ak Dev New Messaging Integrationyaalalabs/agent-kernel191—~4.2kAutomated safety check: PassApache-2.0
WhatsApp Cloud API Channel for NanoClawnanocoai/nanoclaw31k—~1.9kAutomated safety check: NotesMIT
X Twitter ScraperXquik-dev/x-twitter-scraper2091 repos~2.6kAutomated safety check: PassMIT

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Works with

Categories

Questions about Moltflow

What does Moltflow do?

WhatsApp Business automation API for sessions, messaging, groups, labels, and webhooks. Moltflow is an agent skill from LeoYeAI/openclaw-master-skills. WhatsApp Business automation API for sessions, messaging, groups, labels, and webhooks.

When should I use Moltflow?

Moltflow fits situations like: tasks that involve Webhooks; tasks that involve Messaging and chat bots.

How do I install Moltflow in Claude Code?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill moltflow -a claude-code`. Or copy the skill folder (skills/moltflow-whatsapp/moltflow in LeoYeAI/openclaw-master-skills) into .claude/skills/moltflow in your project. Claude Code loads it when a task matches its description.

How do I install Moltflow in Codex?

Run `npx skills add LeoYeAI/openclaw-master-skills --skill moltflow -a codex`. Or copy the skill folder (skills/moltflow-whatsapp/moltflow in LeoYeAI/openclaw-master-skills) into .agents/skills/moltflow in your project. Codex loads it when a task matches its description.

Can I use Moltflow in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add LeoYeAI/openclaw-master-skills --skill moltflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/moltflow, .gemini/skills/moltflow, .github/skills/moltflow and .opencode/skills/moltflow in your project.

What does Moltflow need to run?

Going by SKILL.md and its folder, Moltflow needs the command-line tools its instructions call (curl) and credentials named MOLTFLOW_API_KEY. Our summary lists: A credential in MOLTFLOW_API_KEY.

Does Moltflow access the network?

SKILL.md names 3 domains. In commands or code: apiv2.waiflow.app; the agent is likely to contact it when it follows the instructions. As links in the text: molt.waiflow.app and buy.stripe.com. This is read from the text; nothing was executed.

Is Moltflow safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Moltflow use?

Moltflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Moltflow use?

About 3.8k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Moltflow?

Skills that share tags, products or a category with Moltflow: Integrate Whatsapp (gokapso/agent-skills, 175 stars), Integration Webhooks (BuilderIO/agent-native, 7.1k stars), Ak Dev New Messaging Integration (yaalalabs/agent-kernel, 191 stars) and WhatsApp Cloud API Channel for NanoClaw (nanocoai/nanoclaw, 31k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Moltflow?

LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-master-skills, which has 2,159 GitHub stars. The repository holds 972 skills in this directory. The repository was last updated on July 20, 2026.

Source: LeoYeAI/openclaw-master-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.