swe:merged-pr-monitoring

swe:merged-pr-monitoring is a skill for Claude Code from ckorhonen/swe-skills. It costs 106 tokens per session (1,603 once invoked), scanned A, original, MIT.

A monitoring workflow for recently merged pull requests, which are proposed code changes accepted into a shared codebase. It checks whether each change reached production, compares signals before and after deployment, and summarizes observable effects.

In plain words
What is it for?
Reviewing recent merges, confirming deployments, comparing production metrics or signals around a release, and creating a pull-request-by-pull-request impact report.
Why use it?
It connects a specific merged change to what happened in the live system instead of treating deployment or impact as assumptions. This helps identify whether a release appears to have changed production behavior.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the swe-skills plugin — 17 skills shipped together

Good fit Reviewing recent merges, confirming deployments, comparing production metrics or signals around a release, and creating a pull-request-by-pull-request impact report.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ckorhonen/swe-skills/merged-pr-monitoring
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 ckorhonen/swe-skills --skill merged-pr-monitoring
Clone the repo
git clone --depth 1 https://github.com/ckorhonen/swe-skills

Made for: Claude Code.

Or install swe-skills, the plugin that ships this one along with the rest of its 17 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.

agentmods badge for swe:merged-pr-monitoring

README.md
[![agentmods](https://agentmods.dev/badge/skills/ckorhonen/swe-skills/merged-pr-monitoring/github.svg)](https://agentmods.dev/skills/ckorhonen/swe-skills/merged-pr-monitoring)
Your own site
<a href="https://agentmods.dev/skills/ckorhonen/swe-skills/merged-pr-monitoring"><img src="https://agentmods.dev/badge/skills/ckorhonen/swe-skills/merged-pr-monitoring/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.

agentmods 80×15 button for swe:merged-pr-monitoring

Your own site · 80×15
<a href="https://agentmods.dev/skills/ckorhonen/swe-skills/merged-pr-monitoring"><img src="https://agentmods.dev/badge/skills/ckorhonen/swe-skills/merged-pr-monitoring.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 106 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,603 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 $0.00106 $0.01603
Opus 5 $0.00053 $0.00801
Sonnet 5 $0.00021 $0.00321
Haiku 4.5 $0.00011 $0.00160

Measured 12d ago against content hash 9b985adad757, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

swe:merged-pr-monitoring 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 12d 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.

skills/merged-pr-monitoring/SKILL.md · 264 lines

How it starts

The opening of the file, as written. The whole thing — 264 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SWE Merged PR Monitoring

What This Skill Does

Use this skill to connect merged code changes to production evidence without guessing.

The expected output is a short, PR-by-PR report that answers:

  • What merged
  • Whether it deployed
  • What likely changed in production
  • What the observable impact was, if any

When To Use

Use this skill when the user wants to:

  • Review the production impact of recent merged PRs
  • Check whether a change reached production and moved metrics
  • Compare pre- and post-deploy behavior for a scoped set of merges
  • Produce a concise engineering readout tied to merged GitHub work

Do Not Use

Do not use this skill for:

  • Pre-merge code review
  • Root-cause analysis with no scoped PR set
  • Generic service monitoring not tied to merged changes
  • Product analytics reporting unrelated to deploys

Inputs To Confirm

Confirm or infer:

  • Repository or service scope
  • Author filter, if any
  • Time window
  • Production environment or environments to check
  • Available deployment and observability sources

If the request leaves scope ambiguous, ask for the repo set, author filter, and time window before proceeding.

Tooling Stance

This skill is tool agnostic.

Use whichever deployment and observability sources are available, such as:

  • Datadog
  • Grafana
  • CloudWatch
  • Prometheus
  • Internal deploy dashboards
  • Release logs
  • CI or CD systems
  • Service-specific metrics or tracing tools

Prefer the source that gives the strongest direct evidence. If multiple sources are available, cross-check them when practical.

Instructions

Step 1: Define Scope Precisely

Respect the exact repositories, author filters, and timeframe requested by the user.

If the user defines a conditional timeframe such as last 24 hours, or since last Friday if today is Monday, apply it exactly.

Step 2: Collect The Merged PR Set

For each PR in scope, capture:

  • PR number
  • Title
  • Link
  • Merge time

Do not skip the merge timestamp. It anchors the later deployment comparison.

Read the full file on GitHub · 264 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. 12d ago First seen · 264 lines · 106 tokens per session scan A 9b985adad757

Subscribe to this mod's changes

swe:merged-pr-monitoring is a skill published in the GitHub repository ckorhonen/swe-skills (3 stars, last pushed 1mo ago), licensed MIT. It adds 106 tokens to every session and 1,603 once invoked, about $0.0005 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 2026-08-31.

Related

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