logging-monitoring SKILL.md skillA
logging-monitoring from jnpiyush/agentx is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jnpiyush/agentx/logging-monitoring@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jnpiyush/agentx
- Path
.github/skills/development/logging-monitoring/SKILL.md- Versions recorded
- 5
- Latest version
- v1.0.0, committed Sep 15, 2026
- First version recorded
- Feb 11, 2026
- Size
- 6,110 bytes
- Repository stars
- 19
- License
- Apache-2.0
Implement observability patterns including structured logging, log levels, correlation IDs, metrics, and distributed tracing. Use when adding structured logging, implementing correlation IDs for request tracing, configuring metrics collection, setting up distributed tracing, or designing alerting rules.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Logging & Monitoring > **Purpose**: Implement observability for production systems. > **Goal**: Structured logs, correlation across requests, actionable metrics. > **Note**: For implementation, see [C# Development](../../languages/csharp/SKILL.md) or [Python Development](../../languages/python/SKILL.md). --- ## When to Use This Skill - Adding structured logging to applications - Implementing request correlation IDs - Configuring metrics collection - Setting up distributed tracing (OpenTelemetry) - Designing alerting rules and health checks ## Prerequisites - Logging framework installed - Monitoring platform access ## Decision Tree ``` Observability concern? +- What to log? | +- Request start/end -> INFO with correlation ID | +- Expected errors -> WARN (validation, not-found) | +- Unexpected errors -> ERROR with stack trace | - Debug details -> DEBUG (disabled in production) +- What NOT to log? | - PII, passwords, tokens, credit cards -> NEVER +- Metrics needed? | +- RED metrics: Rate, Errors, Duration (for services) | - USE metrics: Utilization, Saturation, Errors (for resources) +- Distributed tracing? | - OpenTelemetry for cross-service correlation - Alerting? …
Read the whole file at its exact version.
How to install
mdr add jnpiyush/agentx/logging-monitoring@sha256:2c3a8c41e2678d78The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ppvqxdqmsjsaep7d)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Feb 11, 2026 and Sep 15, 2026, about one every 54 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-09-15 | f17c505 | 6,110 B | A | view · diff |
| v1.0.0 | 2026-03-04 | 848caee | 6,108 B | A | view · diff |
| v1.0.0 | 2026-03-01 | 969f335 | 6,056 B | A | view · diff |
| v1.0.0 | 2026-02-16 | 30e409a | 4,885 B | A | view · diff |
| v1.0.0 | 2026-02-11 | b2d86bf | 5,021 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6110 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
jnpiyush/agentx · 19 stars · license Apache-2.0 · pushed 2026-11-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_ppvqxdqmsjsaep7d GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/logging-monitoring GET https://markdownregistry.com/api/v1/blob/2c3a8c41e2678d78fe74c4bca1703d71d99cf87c34dfc12a7147dec119eff734
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.