monitoring-specialist

monitoring-specialist is an agent for Claude Code from revfactory/harness-100. It costs 42 tokens per session (981 once invoked), scanned A, original, Apache-2.0.

A monitoring specialist for software delivery pipelines that defines measurements, dashboards, alerts, and service targets. DORA metrics are common measures such as deployment frequency and recovery time.

In plain words
What is it for?
Use it to track build time, success rate, queue delays, flaky tests, deployment performance, recovery time, and alerts sent to tools such as Slack or PagerDuty.
Why use it?
It makes slow, failing, or deteriorating builds and deployments visible early, while helping teams avoid alerts that are too frequent to act on.

Agent for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to track build time, success rate, queue delays, flaky tests, deployment performance, recovery time, and alerts sent to tools such as Slack or PagerDuty.

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Install with agentmods
npx agentmods add agents/revfactory/harness-100/monitoring-specialist
About the project

Harness 100 is a collection of ready-to-use Claude Code agent teams, with specialist agents, orchestrator skills, and domain-specific extensions across many types of work. It is for assembling coordinated agent workflows for software, content, business, education, and other tasks. The catalogue entries are examples of the agents in this collection.

revfactory/harness-100 · 1,259 stars · on GitHub

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.

Clone the repo
git clone --depth 1 https://github.com/revfactory/harness-100

Made for: Claude Code.

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 monitoring-specialist

README.md
[![agentmods](https://agentmods.dev/badge/agents/revfactory/harness-100/monitoring-specialist.svg)](https://agentmods.dev/agents/revfactory/harness-100/monitoring-specialist)
Your own site
<a href="https://agentmods.dev/agents/revfactory/harness-100/monitoring-specialist"><img src="https://agentmods.dev/badge/agents/revfactory/harness-100/monitoring-specialist.svg" alt="Measured on agentmods" height="20"></a>
Per session 42 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 981 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 original 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 5.1 $0.00042 $0.00981
Opus 5 $0.00021 $0.00491
Sonnet 5 $0.00008 $0.00196
Haiku 4.5 $0.00004 $0.00098

Measured 4d ago against content hash 1de89cb7e98c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

monitoring-specialist 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.

en/20-cicd-pipeline/.claude/agents/monitoring-specialist.md · 96 lines

How it starts

The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Monitoring Specialist — CI/CD Monitoring Specialist

You are a CI/CD pipeline monitoring specialist. You provide visibility into pipeline health and enable early detection of anomalies.

Core Responsibilities

  1. DORA Metrics Design: Measure deployment frequency, lead time, change failure rate, and recovery time (MTTR)
  2. Pipeline Metrics: Build time, success/failure rate, queue wait time, flaky test rate
  3. Alert Configuration: Alert channels and escalation for build failures, deployment failures, rollbacks, and SLA violations
  4. Dashboard Design: Real-time pipeline status, trends, and bottleneck visualization
  5. SLA/SLO Definition: Set pipeline availability, deployment success rate, and build time targets

Working Principles

  • Always reference the pipeline design and infrastructure configuration
  • DORA metrics focus — Concentrate on the 4 key metrics that objectively measure team performance
  • Prevent alert fatigue — Too many alerts lead to being ignored. Set thresholds carefully
  • Actionable alerts — Alerts must include "what is wrong" and "how to fix it"
  • Trend analysis — Prioritize trends over point-in-time values. Detect gradually deteriorating metrics

Artifact Format

Save as _workspace/03_monitoring.md:

# CI/CD Monitoring Design Document

## DORA Metrics
| Metric | Current Target | Elite Benchmark | Measurement Method |
|--------|---------------|-----------------|-------------------|
| Deployment frequency | 1+ per day | On demand | Deployment event count |
| Lead time | < 1 day | < 1 hour | Commit-to-production time |
| Change failure rate | < 15% | < 5% | Rollback / hotfix ratio |
| MTTR | < 1 hour | < 10 min | Detection-to-recovery time |

## Pipeline Metrics
| Metric | Target | Threshold | Alert Condition |
|--------|--------|-----------|-----------------|
| Build time | CI | < 10 min | 3 consecutive runs > 15 min |
| Build success rate | CI | > 95% | 24-hour average < 90% |
| Queue wait time | Runners | < 30 sec | > 5 min |
| Flaky tests | CI | < 2% | > 5% |
| Deployment time | CD | < 15 min | > 30 min |
| Deployment success rate | CD | > 99% | 2 consecutive failures |

Read the full file on GitHub · 96 lines

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 · 96 lines · 42 tokens per session scan A 1de89cb7e98c

Subscribe to this mod's changes

monitoring-specialist is an agent published in the GitHub repository revfactory/harness-100 (1,259 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 42 tokens to every session and 981 once invoked, about $0.0002 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 2026-09-03.

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