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Watcher Creator

CommunityPopular
asheshgoplani
watcher-creator

Guide for creating agent-deck watchers conversationally. This skill should be used when users want to set up a new watcher (webhook, ntfy, github, slack, gmail) to route events to a conductor. It walks the user through selecting an adapter type, gathering required settings, generating watcher.toml and clients.json entries, and emits the exact `agent-deck watcher create` command to run.

Overview

Publisherasheshgoplani
Repositoryagent-deck
Skill namewatcher-creator
Stars
1.1K
Forks
192
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by asheshgoplani on GitHub. Read the source before you install it.

Installation

Install the Watcher Creator AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/asheshgoplani/agent-deck/tree/main/cmd/agent-deck/assets/skills/watcher-creator
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/asheshgoplani/agent-deck.git /tmp/agent-deck
mkdir -p .claude/skills
cp -r /tmp/agent-deck/cmd/agent-deck/assets/skills/watcher-creator .claude/skills/watcher-creator
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Watcher Creator in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Watcher Creator on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Watcher Creator is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Watcher Creator

Overview

This skill guides users through setting up a new agent-deck watcher from scratch. A watcher listens for incoming events (webhooks, ntfy notifications, GitHub events, Slack messages, or Gmail messages) and routes them to the appropriate conductor session. The skill asks clarifying questions, collects required settings, and emits the exact CLI command and configuration files to create a working watcher.

When to use

Invoke this skill when a user says things like:

  • "I want to set up a new watcher"
  • "How do I connect GitHub webhooks to agent-deck?"
  • "Help me route Slack messages to a conductor"
  • "Create a watcher for my Gmail inbox"
  • "I need agent-deck to listen for ntfy notifications"

Step-by-step conversational flow

Step 1: Choose adapter type

Ask the user which source they want to receive events from. Present the five options:

  1. webhook - Generic HTTP POST webhook (any service that can send HTTP)
  2. ntfy - ntfy.sh push notification topic
  3. github - GitHub repository webhooks (issues, PRs, pushes)
  4. slack - Slack messages via a Cloudflare Worker bridge to ntfy
  5. gmail - Gmail inbox via Google Cloud Pub/Sub watch

Step 2: Gather required settings for the chosen type

Once the user picks a type, ask for the settings specific to that adapter (see the per-type sections below). Ask for each required setting one at a time to avoid overwhelming the user.

Also ask:

  • Watcher name: A short lowercase identifier (e.g., my-webhook, github-alerts). This becomes the directory name under the effective watcher data dir (${XDG_DATA_HOME:-$HOME/.local/share}/agent-deck/watcher for new users; legacy ~/.agent-deck/watcher remains in use when existing watcher state is present).
  • Conductor: Which conductor session this watcher should route events to by default (the conductor field in clients.json).
  • Group: Which group the conductor session lives in (the group field in clients.json).

Step 3: Generate a watcher.toml block

Produce a TOML configuration block for the user to save as ${XDG_DATA_HOME:-$HOME/.local/share}/agent-deck/watcher/<name>/watcher.toml, or the legacy ~/.agent-deck/watcher/<name>/watcher.toml if agent-deck is already using legacy watcher state.

Example for webhook:

toml
[watcher]
name = "my-webhook"
type = "webhook"

[adapter]
port = "18460"
bind = "127.0.0.1"

[routing]
conductor = "main-conductor"
group = "inbox"

Step 4: Generate a clients.json entry

Produce the JSON entry keyed by the expected sender. The key format depends on adapter type:

  • webhook: the X-Webhook-Sender header value the sender will use (e.g., an IP or a service name)
  • ntfy: ntfy:<topic>@<server-host> (e.g., ntfy:my-topic@ntfy.sh)
  • github: <github-username>@github.com
  • slack: slack:<CHANNEL_ID> (e.g., slack:C0AABSF5GKD)
  • gmail: the sender's email address (e.g., user@example.com)

Entry format:

json
{
  "sender-key": {
    "conductor": "main-conductor",
    "group": "inbox",
    "name": "Human-readable label"
  }
}

Step 5: Emit the exact agent-deck watcher create command

Show the user the full CLI command to run. Only emit commands — do not execute them.

Supported watcher types and required fields

webhook

The webhook adapter runs a local HTTP server. Any service that can POST to an HTTP endpoint can deliver events.

Required settings:

  • port (string): TCP port to listen on. Default is "18460". Must be available on the local machine.

Optional settings:

  • bind (string): Bind address. Default is "127.0.0.1" (loopback only, per security policy T-14-04). Use "0.0.0.0" only if the sender is remote and you understand the exposure.

Sender key in clients.json: Set the X-Webhook-Sender header from the sending service, or use the remote IP if the header is absent.

Create command:

agent-deck watcher create webhook --name <name> --port <port>

ntfy

The ntfy adapter subscribes to an ntfy.sh topic via NDJSON streaming. It auto-reconnects with exponential backoff.

Required settings:

  • topic (string): The ntfy topic name (e.g., "my-alerts").

Optional settings:

  • server (string): ntfy server URL. Default is "https://ntfy.sh".

Sender key in clients.json: ntfy:<topic>@<server-host> (e.g., ntfy:my-alerts@ntfy.sh).

Create command:

agent-deck watcher create ntfy --name <name> --topic <topic>

github

The GitHub adapter runs a local HTTP server that receives GitHub webhook POST requests and verifies HMAC-SHA256 signatures.

Required settings:

  • secret (string): The webhook secret configured in GitHub (Settings > Webhooks > Secret). Used for HMAC-SHA256 signature verification.

Optional settings:

  • port (string): TCP port to listen on. Default is "18461".
  • bind (string): Bind address. Default is "127.0.0.1". Use a public address or set up a tunnel (e.g., ngrok) if GitHub must reach this machine.

Supported event types: issues, pull_request, push. Unknown event types produce a generic event.

Sender key in clients.json: <github-username>@github.com (e.g., octocat@github.com).

Create command:

agent-deck watcher create github --name <name> --secret <secret>

slack

The Slack adapter subscribes to an ntfy topic that receives bridged Slack events from a Cloudflare Worker. It supports both v1 (plain text) and v2 (structured JSON) payloads.

Required settings:

  • topic (string): The ntfy topic that the Cloudflare Worker posts Slack events to.

Optional settings:

  • server (string): ntfy server URL. Default is "https://ntfy.sh".

Sender key in clients.json: slack:<CHANNEL_ID> (e.g., slack:C0AABSF5GKD). The channel ID comes from the Slack API or the channel URL in the Slack app.

Create command:

agent-deck watcher create slack --name <name> --topic <topic>

gmail

The Gmail adapter delivers normalized events from a Gmail account via Google Cloud Pub/Sub. It requires initial OAuth setup and a Pub/Sub topic + subscription.

Required settings:

  • topic (string): Full Pub/Sub topic resource name: projects/<project-id>/topics/<topic-name>.
  • subscription (string): Full Pub/Sub subscription resource name: projects/<project-id>/subscriptions/<sub-name>.

Optional settings:

  • credentials_path (string): Path to the OAuth client credentials JSON file (downloaded from Google Cloud Console). Default: <effective watcher data dir>/<name>/credentials.json.
  • token_path (string): Path to the persisted OAuth token JSON. Default: <effective watcher data dir>/<name>/token.json.
  • labels (string): Comma-separated Gmail label filter (e.g., "INBOX,UNREAD"). If absent, all messages pass through.
  • account (string): Informational Gmail address for display purposes.

Pre-requisites before running agent-deck watcher create:

  1. Create a Google Cloud project and enable the Gmail API and Cloud Pub/Sub API.
  2. Create a Pub/Sub topic and subscription.
  3. Grant the Gmail service account (gmail-api-push@system.gserviceaccount.com) the Pub/Sub Publisher role on the topic.
  4. Download OAuth client credentials (Desktop app type) to credentials.json.
  5. Run agent-deck watcher oauth login (Phase 19+) or manually place a token.json in the watcher directory.

Sender key in clients.json: The sender's email address (e.g., contact@example.com).

Create command:

agent-deck watcher create gmail --name <name>

Validation checklist

Before emitting the final agent-deck watcher create command, confirm:

  1. Name is valid: Lowercase letters, numbers, and hyphens only. No spaces or special characters.
  2. Port is available (webhook/github): The chosen port is not already in use by another watcher or service.
  3. Conductor session exists: The conductor name matches an active agent-deck session (check with agent-deck session list).
  4. Required settings collected: All required fields for the chosen adapter type are present and non-empty.
  5. clients.json entry is correct: The sender key format matches the adapter's normalization (e.g., slack:CHANNEL_ID not just CHANNEL_ID).

Example walkthrough

User: I want to set up a watcher for GitHub webhook events on my repo.

Skill response: Great, let me help you set up a GitHub watcher.

  1. What name should this watcher have? (e.g., github-myrepo)
  2. What port should it listen on? (default: 18461)
  3. What webhook secret will you use? (you'll configure the same value in GitHub Settings > Webhooks)
  4. Which conductor session should receive the events? (e.g., main-conductor)
  5. Which group is that conductor in? (e.g., dev)

User: Name: github-myrepo, port: 18461, secret: mysecret, conductor: main-conductor, group: dev

Skill response: Here is your configuration.

Save this as ${XDG_DATA_HOME:-$HOME/.local/share}/agent-deck/watcher/github-myrepo/watcher.toml for a new install, or under legacy ~/.agent-deck/watcher/github-myrepo/watcher.toml if agent-deck is already using legacy watcher state:

toml
[watcher]
name = "github-myrepo"
type = "github"

[adapter]
secret = "mysecret"
port = "18461"
bind = "127.0.0.1"

[routing]
conductor = "main-conductor"
group = "dev"

Add this entry to ${XDG_DATA_HOME:-$HOME/.local/share}/agent-deck/watcher/clients.json (key is <your-github-username>@github.com), or the legacy watcher clients.json if that is the effective watcher data dir:

json
{
  "octocat@github.com": {
    "conductor": "main-conductor",
    "group": "dev",
    "name": "My GitHub Repo"
  }
}

Now run:

agent-deck watcher create github --name github-myrepo --secret mysecret

Then start the watcher:

agent-deck watcher start github-myrepo

Configure GitHub to send webhooks to http://<your-server>:18461/github.

Notes

This skill is read-only (D-22): it guides you through configuration and emits commands to run, but it does NOT execute agent-deck watcher create itself. Copy and run the commands shown above in your terminal.

All five adapter types (webhook, ntfy, github, slack, gmail) route incoming events through the same engine. Events are matched against <effective watcher data dir>/clients.json by sender. Unknown senders are sent to triage in Phase 18+.

Install this skill to your pool with:

agent-deck watcher install-skill watcher-creator

Frequently asked questions

What does the Watcher Creator AI skill do?

Guide for creating agent-deck watchers conversationally. This skill should be used when users want to set up a new watcher (webhook, ntfy, github, slack, gmail) to route events to a conductor. It walks the user through selecting an adapter type, gathering required settings, generating watcher.toml and clients.json entries, and emits the exact `agent-deck watcher create` command to run.

Why use Watcher Creator on TypingMind?

Because you install it once and use it with any model. Watcher Creator is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Watcher Creator in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/asheshgoplani/agent-deck/tree/main/cmd/agent-deck/assets/skills/watcher-creator. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Watcher Creator?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Watcher Creator?

As many as you like. As long as a model supports skills, you can use Watcher Creator with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Watcher Creator AI skill free?

Yes. It is published on GitHub by asheshgoplani under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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