ai-agent-automations

What this is

A collection of field tested and ready-to-run AI agent automations for real-world workflows.

Each automation includes a structured prompt and companion README you can run as-is, adapt to your stack, or use as inspiration for your own workflows. They cover practical tasks across code, inboxes, support, billing, observability, research, security, and team operations.

Browse by category, pick a workflow, and tune it to fit your tools, context, and use case.

Automations

Code Quality & Maintenance

Automations for repository cleanup, safer fixes, focused refactors, and recurring maintenance work.

Automation	What it does	Surface	Links
branch-change-test-coverage	Adds missing tests for a recent branch or merged change, focusing on the behavior that matters most.	![Repo][repo-badge] ![GitHub][github-badge]	README · Prompt
critical-bug-fix-pr	Finds one critical bug in recent code changes, applies the smallest safe fix, and opens a draft PR.	![Repo][repo-badge] ![GitHub][github-badge]	README · Prompt
dead-code-sweep	Removes safe dead code and validates the cleanup so small maintenance work actually sticks.	![Repo][repo-badge]	README · Prompt
launchdarkly-feature-flag-cleanup	Removes old temporary feature-flag code and validates that the cleanup is still safe.	![Repo][repo-badge] ![LaunchDarkly][launchdarkly-badge]	README · Prompt
sampled-refactor	Applies one small safe refactor in the codebase to improve maintainability without changing behavior.	![Repo][repo-badge] ![GitHub][github-badge]	README · Prompt

Developer Workflow

Automations for pull request routing, CI visibility, and recurring developer-experience improvements.

Automation	What it does	Surface	Links
github-actions-ci-cost-and-time-digest	Shows which GitHub Actions jobs cost the most time and money, so teams know where to optimize first.	![GitHub][github-badge]	README · Prompt
github-ci-speedup-optimizer	Tests one safe change to make GitHub Actions faster and reports whether it actually helped.	![GitHub][github-badge] ![Repo][repo-badge]	README · Prompt
github-pr-review-router	Shows what each open PR is waiting on, so reviewers and authors know where attention should go next.	![GitHub][github-badge]	README · Prompt

Security & Compliance

Automations for repository, dependency, Atlas, and external security signal review.

Automation	What it does	Surface	Links
atlas-security-posture-digest	Checks the security setup of one MongoDB Atlas project and highlights the issues most worth reviewing.	![MongoDB][mongodb-badge]	README · Prompt
brand-typosquat-monitor	Finds suspicious typo or lookalike domains for your brand so teams know what to investigate first.	![Public Web][web-badge]	README · Prompt
cisa-kev-relevance-digest	Finds CISA known exploited vulnerabilities that may matter to your codebase and highlights the ones worth reviewing.	![Public Web][web-badge] ![Repo][repo-badge]	README · Prompt
dependency-vulnerability-autofix	Fixes one real dependency vulnerability with a small validated change that is easy to review.	![Repo][repo-badge] ![GitHub][github-badge]	README · Prompt
license-compliance-drift-digest	Shows dependency license changes that may create risk, so compliance review stays focused.	![Repo][repo-badge]

Local Security

Automations for local-host persistence checks, firewall review, network inspection, and workstation security monitoring.

Automation	What it does	Surface	Links
launchagent-launchdaemon-evidence-pack	Finds launchd items on macOS that may need investigation, with a short evidence pack for review.	![Local Host][local-badge]	README · Prompt
local-listening-service-and-firewall-audit	Shows which local services are exposed and how the firewall is set up, so host risk is easier to review.	![Local Host][local-badge]	README · Prompt
local-network-monitor	Summarizes current network activity on a local machine with the signals most worth a closer look.	![Local Host][local-badge]	README · Prompt
local-security-monitor	Runs a basic security health check on a local machine and highlights the issues most worth attention.	![Local Host][local-badge]	README · Prompt
shell-history-anomaly-digest	Finds unusual or risky patterns in shell history that may deserve a human follow-up.	![Local Host][local-badge]

Observability & Incident Response

Automations for production error triage, latency investigation, and engineering follow-up driven by live signals.

Automation	What it does	Surface	Links
new-relic-error-fixer	Fixes one important production error from New Relic when the code path and smallest safe fix are clear.	![New Relic][newrelic-badge] ![Repo][repo-badge]	README · Prompt
new-relic-latency-hotspot-fixer	Finds one important latency hotspot and prepares a small fix when the bottleneck is clear enough.	![New Relic][newrelic-badge] ![Repo][repo-badge]	README · Prompt
sentry-slack-triage-digest	Posts a short Sentry issue digest to Slack so teams can review what m