What is observability-debug?

Uma abordagem para investigar falhas e lentidão usando registros de execução, rastros de requisições e exceções. Ela relaciona esses dados por identificadores de requisição ou de rastreamento para acompanhar o caminho de uma operação.

Serve para analisar dados de App Insights, Datadog, Grafana com Loki, CloudWatch, OpenTelemetry ou arquivos de log, além de fazer triagem e análise de desempenho.

Ajuda a localizar a causa de um problema em sistemas distribuídos, onde os sinais da falha podem estar espalhados por vários serviços.

observability-debug — Skill for Claude Code by russosalv/NONoise

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 russosalv/NONoise --skill observability-debug

Clone the repo

git clone --depth 1 https://github.com/russosalv/NONoise

Made for: Claude Code.

Or install nonoise, the plugin that ships this one along with the rest of its 27 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/russosalv/nonoise/observability-debug/github.svg)](https://agentmods.dev/skills/russosalv/nonoise/observability-debug)

Your own site

<a href="https://agentmods.dev/skills/russosalv/nonoise/observability-debug"><img src="https://agentmods.dev/badge/skills/russosalv/nonoise/observability-debug/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/russosalv/nonoise/observability-debug"><img src="https://agentmods.dev/badge/skills/russosalv/nonoise/observability-debug.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 209 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 5,924 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 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.

Model	Per session	Once invoked
Fable 5.1	$0.00209	$0.05924
Opus 5.5	$0.00084	$0.02370
Sonnet 5.5	$0.00042	$0.01185
Haiku 4.5	$0.00021	$0.00592

Measured 2mo ago against content hash 2cbcd67bb3b2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

observability-debug 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 2mo 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.

packages/skills/observability-debug/SKILL.md · 377 lines

The source is not reproduced here

No licence file

Read it on GitHub

Files

What ships with it

6 files 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.

2mo ago First seen · 377 lines · 209 tokens per session scan A 2cbcd67bb3b2

Subscribe to this mod's changes

observability-debug is a skill published in the GitHub repository russosalv/NONoise (4 stars, last pushed 15d ago), with no licence file. It adds 209 tokens to every session and 5,924 once invoked, about $0.0008 per session on Opus 5.5. 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 2026-08-31.

Analytics and metrics Debugging

observability-debug next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
observability-debugrussosalv/NONoise	Skill	4	15d ago	none	A	209	Claude Code
systematic-debuggingopen-metadata/OpenMetadata	Skill	16k	yesterday	Apache-2.0	A	37	Claude Code
log-error-digestzebbern/claude-code-guide	Skill	4.7k	3d ago	MIT	A	71	Claude Code, Codex
cwv-optimizeradobe/skills	Skill	319	yesterday	Apache-2.0	A	112	Claude Code
ci-fixersipyourdrink-ltd/bernstein	Skill	1.2k	yesterday	Apache-2.0	A	15	Claude Code, Codex
incident-response-incident-responsermyndharis/antigravity-skills	Skill	1.9k	23d ago	MIT	A	36	Claude Code
triaging-web-analytics-supportPostHog/posthog	Skill	41k	yesterday	none	A	151	Claude Code, Codex