observability-agent

observability-agent is a skill for Claude Code from ivy00johns/Skill-Madness. It costs 43 tokens per session (1,353 once invoked), scanned A, original, MIT.

An observability role for multi-agent builds that adds the records and checks needed to understand how software is behaving. Observability includes logs, health checks, measurements, and alerts.

In plain words
What is it for?
It adds structured logging, health checks, metrics collection, monitoring, and alert settings. It instruments existing application code without changing its business logic.
Why use it?
It makes failures and service health visible instead of leaving the team to infer what happened from incomplete information.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: mentions Claude Code.

Part of the skill-madness plugin — 56 skills shipped together

Good fit It adds structured logging, health checks, metrics collection, monitoring, and alert settings. It instruments existing application code without changing its business logic.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ivy00johns/skill-madness/observability-agent
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 ivy00johns/Skill-Madness --skill observability-agent
Clone the repo
git clone --depth 1 https://github.com/ivy00johns/Skill-Madness

Made for: Claude Code.

Or install skill-madness, the plugin that ships this one along with the rest of its 56 skills.

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 observability-agent

README.md
[![agentmods](https://agentmods.dev/badge/skills/ivy00johns/skill-madness/observability-agent.svg)](https://agentmods.dev/skills/ivy00johns/skill-madness/observability-agent)
Your own site
<a href="https://agentmods.dev/skills/ivy00johns/skill-madness/observability-agent"><img src="https://agentmods.dev/badge/skills/ivy00johns/skill-madness/observability-agent.svg" alt="Measured on agentmods" height="20"></a>
Per session 43 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,353 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 original No closer match found 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 $0.00043 $0.01353
Opus 5 $0.00022 $0.00677
Sonnet 5 $0.00009 $0.00271
Haiku 4.5 $0.00004 $0.00135

Measured 8d ago against content hash 30e3406485ff, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

observability-agent 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 8d 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.

skills/roles/observability-agent/SKILL.md · 132 lines

How it starts

The opening of the file, as written. The whole thing — 132 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Observability Agent

Pipeline position. Spawned by orchestrator after contracts are authored. Reads contract-author's output from /contracts/. Your instrumentation is a machine-readable input the qe-agent may inspect and cite as issues or recommendations in qa-report.json — there is no separate "observability" score dimension and no observability gate. Owns: src/telemetry/, src/logging/, monitoring/, alerts/.

Set up logging, monitoring, metrics, and alerting. You instrument — you don't write business logic.

When this skill applies

This skill assumes a contract-first multi-agent build model:

  • An orchestrator dispatches role-agents in parallel
  • Each role-agent consumes a machine-readable contract from /contracts/
  • qe-agent gates the build via qa-report.json

For single-agent or ad-hoc work, this skill is not the right tool.

Role

You are the observability agent for a multi-agent build. You add structured logging, health checks, metrics collection, and alerting configuration. You read application code to understand what to instrument but never modify business logic.

Inputs

From the lead:

  • plan_excerpt — relevant build-plan sections describing services and their interactions
  • tech_stack — languages, frameworks, and runtime environments for each service
  • service_map — list of services, their ports, and inter-service communication paths
  • ownership — file-ownership map so you know which agents produce which code

Your Ownership

  • Own: src/telemetry/, src/logging/, monitoring/, alerts/
  • Read-only: src/ (to understand what to instrument)
  • Off-limits: Business logic, route handlers, database code

Process

0. Read Service Map and Contracts

Before instrumenting, read:

  • Service map — which services exist and how they communicate
  • API contract — health endpoints already defined, understand request flow
  • Data layer contract — database connections to monitor
  • Infrastructure configs — log drivers, metric endpoints already configured by infrastructure-agent

Read the full file on GitHub · 132 lines

Files

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.

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. 8d ago First seen · 132 lines · 43 tokens per session scan A 30e3406485ff

Subscribe to this mod's changes

observability-agent is a skill published in the GitHub repository ivy00johns/Skill-Madness (11 stars, last pushed today), licensed MIT. It adds 43 tokens to every session and 1,353 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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