agent-observability SKILL.md skillA
agent-observability from sickn33/agentic-awesome-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sickn33/agentic-awesome-skills/agent-observability@v2.0Pins v2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sickn33/agentic-awesome-skills
- Path
plugins/agentic-awesome-skills-claude/skills/agent-observability/SKILL.md- Versions recorded
- 2
- Latest version
- v2.0, committed Oct 24, 2026
- First version recorded
- Sep 20, 2026
- Size
- 13,557 bytes
- Repository stars
- 49,308
- License
- MIT
Instrument AI agents with tracing, token metrics, latency, and cost visibility.
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
# Agent Observability
Monitor AI agent behavior with logs, traces, metrics, and cost telemetry. This skill covers the full observability stack for LLM-powered applications: from raw Prometheus counters to Grafana dashboards, OpenTelemetry tracing, structured logging, cost tracking, SLO definition, and PII redaction.
---
Examples use custom llm.* attributes, not a claim of current OpenTelemetry semantic-convention compliance. Import shared metric definitions once and use bounded configured label values. Telemetry export is data disclosure: approve destination/retention and omit prompts, credentials, direct user IDs and raw exception bodies. TLS is required for non-loopback collectors.
## Core Metrics
Define these metrics at the application layer. All examples use the Prometheus client library naming conventions.
### Latency
```python
from prometheus_client import Histogram
# Total end-to-end latency for a full agent turn (user prompt -> final response)
AGENT_LATENCY = Histogram(
"agent_request_duration_seconds",
"End-to-end latency of an agent request",
labelnames=["agent_name", "model", "status"],
buckets=(0.25, 0.5, 1, 2, 5, 10, 30, 60, 120),
)
…Read the whole file at its exact version.
How to install
mdr add sickn33/agentic-awesome-skills/agent-observability@sha256:b581f7749252b0fcThe line at the top of this page pins the label v2.0, 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_mbdrnpx7efzywii5)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 20, 2026 and Oct 24, 2026, about one every 34 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v2.0 latest | 2026-10-24 | 6d4ea18 | 13,557 B | A | view · diff |
| v2.0 | 2026-09-20 | d1b521d | 11,912 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 (13557 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
sickn33/agentic-awesome-skills · 49,308 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mbdrnpx7efzywii5 GET https://markdownregistry.com/api/v1/resolve?ref=sickn33/agentic-awesome-skills/agent-observability GET https://markdownregistry.com/api/v1/blob/b581f7749252b0fcb2a2fdbfce6f9b229d2fc9fe2f60260cb92eaa068f52ddc5
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.
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