Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/yaalalabs/agent-kernel/ak-add-integrationnpx skills add yaalalabs/agent-kernel --skill ak-add-integrationgit clone --depth 1 https://github.com/yaalalabs/agent-kernelWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/yaalalabs/agent-kernel/ak-add-integration)<a href="https://agentmods.dev/skills/yaalalabs/agent-kernel/ak-add-integration"><img src="https://agentmods.dev/badge/skills/yaalalabs/agent-kernel/ak-add-integration.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00059 | $0.02333 |
| Opus 5 | $0.00030 | $0.01167 |
| Sonnet 5 | $0.00012 | $0.00467 |
| Haiku 4.5 | $0.00006 | $0.00233 |
Grade A, and why
ak-add-integration scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
4. Check health: `curl http://localhost:8000/health` How it starts
The opening of the file, as written. The whole thing — 387 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Add a Messaging Integration
Use this skill to add a messaging platform integration to your Agent Kernel project.
Instructions for the Agent
When the user wants to add a messaging integration, follow this workflow:
Step 1: Identify the Project
Check the user's current project for:
- An existing
pyproject.tomlwithagentkerneldependency - An agent definition file (e.g.,
app.py,server.py,demo.py) - An existing
config.yaml
If not found, suggest using the ak-init skill first.
Step 2: Ask Which Integration
Which messaging platform would you like to integrate?
- Slack — Bot that responds in Slack channels and threads
- WhatsApp — Bot via WhatsApp Business API (Meta)
- Facebook Messenger — Bot via Messenger Platform (Meta)
- Instagram — Bot via Instagram Messaging API (Meta)
- Telegram — Bot via Telegram Bot API
- Teams — Bot via Microsoft Teams (Azure Bot Framework)
- Gmail — Email-based agent via Gmail API (polling)
Step 3: Generate Changes
For Slack
1. Update pyproject.toml dependencies:
Add slack to the extras:
dependencies = [
"agentkernel[openai,api,slack]>=0.9.0",
]
2. Update config.yaml:
slack:
agent_acknowledgement: "I'm processing your request"
# agent: general # Optional: specify which agent handles Slack messages
3. Update the server file:
from agentkernel.api import RESTAPI
from agentkernel.slack import AgentSlackRequestHandler
# ... existing agent imports and definitions ...
if __name__ == "__main__":
RESTAPI.run([AgentSlackRequestHandler()])
4. Environment variables needed:
export SLACK_BOT_TOKEN="xoxb-..." # Bot User OAuth Token
export SLACK_SIGNING_SECRET="..." # App signing secret
5. Setup instructions:
- Create a Slack App at https://api.slack.com/apps
- Enable Event Subscriptions → set Request URL to
https://<your-domain>/slack/events - Subscribe to bot events:
message.channels,message.groups,message.im,message.mpim - Install the app to your workspace
- Copy Bot Token and Signing Secret to environment variables
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday Changed 659f3f4404b3
- 5d ago First seen · 387 lines · 59 tokens per session scan A 98e160858a12
ak-add-integration is a skill published in the GitHub repository yaalalabs/agent-kernel (166 stars, last pushed yesterday), licensed Apache-2.0. It adds 59 tokens to every session and 2,333 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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