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.
npx skills add san-npm/skills-ws --skill monitoring-observabilitygit clone --depth 1 https://github.com/san-npm/skills-wsWrote 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.
[](https://agentmods.dev/skills/san-npm/skills-ws/monitoring-observability)<a href="https://agentmods.dev/skills/san-npm/skills-ws/monitoring-observability"><img src="https://agentmods.dev/badge/skills/san-npm/skills-ws/monitoring-observability/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.
<a href="https://agentmods.dev/skills/san-npm/skills-ws/monitoring-observability"><img src="https://agentmods.dev/badge/skills/san-npm/skills-ws/monitoring-observability.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00078 | $0.00731 |
| Opus 5.5 | $0.00031 | $0.00292 |
| Sonnet 5.5 | $0.00016 | $0.00146 |
| Haiku 4.5 | $0.00008 | $0.00073 |
Grade A, and why
monitoring-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 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.
How it starts
The opening of the file, as written. The whole thing — 34 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Monitoring & Observability
Reference guide
Read only the references needed for the current request:
- The Three Pillars — And How They Connect: references/the-three-pillars-and-how-they-connect.md
- Structured Logging That Actually Helps: references/structured-logging-that-actually-helps.md
- Prometheus: PromQL Deep Dive: references/prometheus-promql-deep-dive.md
- Grafana: Dashboard as Code: references/grafana-dashboard-as-code.md
- OpenTelemetry: Auto-Instrumentation: references/opentelemetry-auto-instrumentation.md
- Distributed Tracing: Practical Patterns: references/distributed-tracing-practical-patterns.md
- SLOs, SLIs, and Error Budgets: references/slos-slis-and-error-budgets.md
- On-Call and Incident Response: references/on-call-and-incident-response.md
- Severity: Critical: references/severity-critical.md
- Symptoms: references/symptoms.md
- First Response (< 5 minutes): references/first-response-5-minutes.md
- Diagnosis: references/diagnosis.md
- Mitigation: references/mitigation.md
- Escalation: references/escalation.md
- Timeline: references/timeline.md
- Root Cause: references/root-cause.md
- What Went Well: references/what-went-well.md
- What Went Wrong: references/what-went-wrong.md
- Action Items: references/action-items.md
- Lessons Learned: references/lessons-learned.md
- Datadog vs Self-Hosted: Decision Matrix: references/datadog-vs-self-hosted-decision-matrix.md
- Quick Reference: Essential Queries: references/quick-reference-essential-queries.md
- Checklist: Production Observability: references/checklist-production-observability.md
What ships with it
24 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.
- agents/openai.yaml 198 B
- references/action-items.md 92 B
- references/checklist-production-observability.md 892 B
- references/datadog-vs-self-hosted-decision-matrix.md 1.1 KB
- references/diagnosis.md 398 B
- references/distributed-tracing-practical-patterns.md 4.6 KB
- references/escalation.md 681 B
- references/first-response-5-minutes.md 294 B
- references/grafana-dashboard-as-code.md 8.9 KB
- references/lessons-learned.md 56 B
- references/mitigation.md 266 B
- references/on-call-and-incident-response.md 160 B
- references/opentelemetry-auto-instrumentation.md 7.1 KB
- references/prometheus-promql-deep-dive.md 10 KB
- references/quick-reference-essential-queries.md 1.0 KB
- references/root-cause.md 44 B
- references/severity-critical.md 22 B
- references/slos-slis-and-error-budgets.md 1.9 KB
- references/structured-logging-that-actually-helps.md 4.0 KB
- references/symptoms.md 84 B
- references/the-three-pillars-and-how-they-connect.md 735 B
- references/timeline.md 162 B
- references/what-went-well.md 59 B
- references/what-went-wrong.md 59 B
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 · 34 lines · 78 tokens per session scan A a99533605bb6
monitoring-observability is a skill published in the GitHub repository san-npm/skills-ws (4 stars, last pushed 1mo ago), licensed MIT. It adds 78 tokens to every session and 731 once invoked, about $0.0003 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.
monitoring-observability compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| monitoring-observabilitysan-npm/skills-ws | Skill | 4 | 1mo ago | MIT | A | 78 | Codex |
| imagegenopenai/codex | Skill | 133k | yesterday | Apache-2.0 | A | 113 | Codex |
| playwright-climicrosoft/playwright | Skill | 99k | yesterday | Apache-2.0 | A | 19 | Claude Code |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | 4d ago | MIT | A | 200 | Claude Code, Codex |
| systematic-debuggingobra/superpowers | Skill | 313k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 95 | Claude Code |
| next-partial-prefetching-adoptionvercel/next.js | Skill | 143k | yesterday | MIT | A | 103 | Claude Code |