onboarding-summary

onboarding-summary is a skill for Claude Code, Codex from neverinfamous/mysql-mcp. It costs 51 tokens per session (1,083 once invoked), scanned A, a copy of onboarding-summary, MIT.

A report that confirms Single Step Instrumentation is working end to end and provides links into Datadog. Single Step Instrumentation adds application monitoring to Kubernetes applications without code changes.

In plain words
What is it for?
Use it after installation and verification to summarize the monitoring setup for the cluster, application, service, environment, and Datadog site.
Why use it?
It gives a final confirmation that setup and troubleshooting are complete before the monitoring system is considered ready.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it after installation and verification to summarize the monitoring setup for the cluster, application, service, environment, and Datadog site.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/neverinfamous/mysql-mcp/onboarding-summary
Install

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.

Any agent
npx skills add neverinfamous/mysql-mcp --skill onboarding-summary
Clone the repo
git clone --depth 1 https://github.com/neverinfamous/mysql-mcp

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for onboarding-summary

README.md
[![agentmods](https://agentmods.dev/badge/skills/neverinfamous/mysql-mcp/onboarding-summary/github.svg)](https://agentmods.dev/skills/neverinfamous/mysql-mcp/onboarding-summary)
Your own site
<a href="https://agentmods.dev/skills/neverinfamous/mysql-mcp/onboarding-summary"><img src="https://agentmods.dev/badge/skills/neverinfamous/mysql-mcp/onboarding-summary/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for onboarding-summary

Your own site · 80×15
<a href="https://agentmods.dev/skills/neverinfamous/mysql-mcp/onboarding-summary"><img src="https://agentmods.dev/badge/skills/neverinfamous/mysql-mcp/onboarding-summary.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,083 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 92% copy Near-identical to another mod in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00051 $0.01083
Opus 5 $0.00026 $0.00541
Sonnet 5 $0.00010 $0.00217
Haiku 4.5 $0.00005 $0.00108

Measured 9d ago against content hash 8a8974e7ac38, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

onboarding-summary scanned grade A with 0 findings 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 9d ago.

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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

92% identical to onboarding-summary — 7 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/datadog/dd-apm/k8s-ssi/onboarding-summary/SKILL.md · 130 lines

How it starts

The opening of the file, as written. The whole thing — 130 lines — stays where its author put it; the contents beside it link to each section on GitHub.

APM Onboarding Summary

Triggers

Invoke this skill when:

  • All steps in verify-ssi have passed
  • All checks in troubleshoot-ssi have been resolved
  • The user asks "is everything working?", "show me the status", or "confirm APM is set up"

Do NOT invoke this skill if any verification or troubleshooting check is still failing — resolve those first.


Context to resolve before acting

Variable How to resolve
AGENT_NAMESPACE Namespace where Datadog Agent is installed
APP_NAMESPACE Namespace of the application
APP_LABEL Check spec.selector.matchLabels.app in the Deployment manifest
CLUSTER_NAME spec.global.clusterName in datadog-agent.yaml
SERVICE_NAME tags.datadoghq.com/service label on the Deployment
ENV tags.datadoghq.com/env label on the Deployment
DD_SITE spec.global.site in datadog-agent.yaml

Prerequisites

Claude runs

pup auth status --site <DD_SITE>

If valid token — proceed.

ERROR: Not authenticated:

Claude runs

pup auth login --site <DD_SITE>

This opens a browser tab for OAuth. Complete the login there — Claude will continue once the command exits.


Collect live confirmation data

Run all of the following. Each populates a row in the final report.

Claude runs

# Agent pod count and status
kubectl get pods -n <AGENT_NAMESPACE> \
  -l app.kubernetes.io/component=agent \
  --no-headers

# SSI instrumentation config live in cluster
kubectl get datadogagent datadog -n <AGENT_NAMESPACE> \
  -o jsonpath='{.spec.features.apm.instrumentation}'

# Init container confirmed in app pod spec
kubectl get pod -l app=<APP_LABEL> -n <APP_NAMESPACE> \
  -o jsonpath='{.items[0].spec.initContainers[*].name}'

# Pod confirmed instrumented — init containers in pod spec
kubectl get pod -l app=<APP_LABEL> -n <APP_NAMESPACE> \
  -o jsonpath='{.items[0].spec.initContainers[*].name}'

# Service visible and traced in APM
DD_SITE=<DD_SITE> pup apm services list --env <ENV> --from 1h

# Traces arriving in the last hour
DD_SITE=<DD_SITE> pup traces search --query "service:<SERVICE_NAME>" --from 1h --limit 5

Read the full file on GitHub · 130 lines

Changes

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.

  1. 9d ago First seen · 130 lines · 51 tokens per session scan A 8a8974e7ac38

Subscribe to this mod's changes

onboarding-summary is a skill published in the GitHub repository neverinfamous/mysql-mcp (10 stars, last pushed yesterday), licensed MIT. It adds 51 tokens to every session and 1,083 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. It is 92% identical to onboarding-summary, differing in 7 lines, and is treated as a copy.