observability

observability is a skill for Claude Code, Codex from altmemy/claude-code-templates. It costs 53 tokens per session (2,336 once invoked), scanned A, original, no licence file.

A set of practices for seeing what a running backend is doing through logs, measurements, traces, health checks, alerts, and dashboards. It includes tools commonly used with Spring Boot and Kubernetes.

In plain words
What is it for?
Use it to add structured logs, collect metrics, trace requests across services, expose health checks, and set up alerts and dashboards.
Why use it?
It helps you find failures, slow operations, and unhealthy services instead of guessing from incomplete logs.

Skill for Claude CodeCodex

Part of the spring-boot-plugin plugin — 5 skills, 2 agents shipped together

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.

agentmods
npx agentmods add skills/altmemy/claude-code-templates/observability
Any agent
npx skills add altmemy/claude-code-templates --skill observability
Clone the repo
git clone --depth 1 https://github.com/altmemy/claude-code-templates

Made for: Claude Code, Codex.

Or install spring-boot-plugin, the plugin that ships this one along with the rest of its 5 skills, 2 agents.

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

README.md
[![agentmods](https://agentmods.dev/badge/skills/altmemy/claude-code-templates/observability.svg)](https://agentmods.dev/skills/altmemy/claude-code-templates/observability)
Your own site
<a href="https://agentmods.dev/skills/altmemy/claude-code-templates/observability"><img src="https://agentmods.dev/badge/skills/altmemy/claude-code-templates/observability.svg" alt="Measured on agentmods" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,336 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00053 $0.02336
Opus 5 $0.00026 $0.01168
Sonnet 5 $0.00011 $0.00467
Haiku 4.5 $0.00005 $0.00234

Measured 4d ago against content hash c442aee520d7, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

observability 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 4d 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.

claude-spring-boot/.claude/skills/observability/SKILL.md · 339 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 4d ago First seen · 339 lines · 53 tokens per session scan A c442aee520d7

Subscribe to this mod's changes

observability is a skill published in the GitHub repository altmemy/claude-code-templates (23 stars, last pushed 5mo ago), with no licence file. It adds 53 tokens to every session and 2,336 once invoked, about $0.0003 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.

Related

Other skills, from other repositories

oma-academic-writer

Academic writing specialist for publication-grade English prose. Drafts, revises, and audits essays, reports, analysis sections, executive summaries, conclusions, and literature reviews while enforcing sentence-structure variation, high-frequency academic verbs, calibrated hedging, and anti-AI stylistic compliance.…

first-fluke/fullstack-starter · 115 tokens

oma-architecture

Architecture specialist for software/system design, module and service boundaries, tradeoff analysis, and stakeholder synthesis. Uses context-aware methods such as diagnostic routing, design-twice comparison, ATAM-style risk analysis, CBAM-style prioritization, and ADR-style decision records.

first-fluke/fullstack-starter · 57 tokens

oma-backend

Backend specialist for APIs, databases, authentication with clean architecture (Repository/Service/Router pattern). Use for API, endpoint, REST, database, server, migration, and auth work.

first-fluke/fullstack-starter · 41 tokens

oma-brainstorm

Design-first ideation that explores user intent, constraints, and approaches before any planning or implementation. Use for brainstorming, ideation, exploring concepts, and evaluating approaches.

first-fluke/fullstack-starter · 38 tokens

oma-coordination

Guide for coordinating PM, Frontend, Backend, Mobile, and QA agents on complex projects via CLI. Use for manual step-by-step coordination and workflow guidance.

first-fluke/fullstack-starter · 36 tokens

oma-db

Database specialist for SQL, NoSQL, and vector database modeling, schema design, normalization, indexing, transactions, integrity, concurrency control, backup, capacity planning, data standards, anti-pattern review, and compliance-aware database design. Use for database, schema, ERD, table design, document model…

first-fluke/fullstack-starter · 111 tokens