Ready-to-run AI automations for real workflows.
A focused directory of practical AI automations you can run as-is, adapt to your tools, or use as starting points for your own agent workflows.
Atlas Cost Optimization Digest
runs a read-only review of one MongoDB Atlas project and produces a compact report of the strongest cost-saving opportunities, ambiguous cases, and owner questions.
Atlas Performance Advisor Digest And PR
reviews Atlas Performance Advisor signals for one cluster, checks them against database and repository context, and produces a ranked digest of which recommendations look usable, noisy, or still need benchmarking.
Atlas Security Posture Digest
runs a read-only audit of one MongoDB Atlas project and returns a compact security posture report with the findings that most likely matter, the ones that may be acceptable with context, and the gaps that still need an owner decision.
Branch Change Test Coverage
inspects the current branch or a recent merged change set, identifies the main behavior that should be covered by tests, adds the minimum meaningful missing coverage, validates it, and opens a draft PR only when the result is trustworthy.
Brand Typosquat Monitor
reviews one protected brand or domain family, generates a bounded set of likely typo or impersonation domains, and returns a short read-only risk brief backed by public DNS, registration, and lightweight web evidence.
CISA KEV Relevance Digest
reads a bounded recent slice of the official CISA Known Exploited Vulnerabilities catalog, compares it against high-signal evidence in the current repository or workspace, and returns a short read-only brief of the KEV items that look most relevant for human review.
Critical Bug Fix PR
reviews a bounded set of recent high-risk code changes in the current repository, proves at most one critical correctness bug, implements the smallest safe fix, validates it locally, and opens a draft PR only when the result is narrow and trustworthy.
Crypto Market Research Digest
turns public crypto market, DeFi, SEC, and OFAC data into one daily research digest.
Dead Code Sweep
runs `knip`, reviews the report conservatively, removes a defined number of safe candidates, validates the affected surfaces, and prepares a draft PR or review summary.
Dependency Major Upgrade Planner
scans the current repository for direct dependencies that have newer stable major versions, reads the official migration guidance for the best candidates, and turns only the high-confidence ones into Linear migration tasks.
Dependency Vulnerability Autofix
fixes at most one verified dependency vulnerability per run and opens a draft PR only when the remediation path is narrow, validated, and reviewable.
GitHub Actions CI Cost And Time Digest
reads recent GitHub Actions history, finds the workflows and jobs consuming the most CI time, highlights likely cost drivers, and turns that into a recurring digest.
GitHub CI Speedup Optimizer
looks at recent GitHub Actions history, chooses one safe CI bottleneck to test, applies one focused change, waits for a comparable run, and reports the result.
GitHub PR Review Router
reads the open pull request queue for a repository, classifies each PR by its real blocking state, and turns that into a concise review-routing report.
GitHub Product Post Drafts
turns recent shipped GitHub work into post drafts for X, LinkedIn, and similar channels.
GitHub Trending Digest
reads the GitHub Trending page, keeps GitHub's ranking as-is, and turns the top repositories into a short digest.
Gmail Billing Organizer
scans the connected Gmail account for invoices, receipts, renewal notices, and payment confirmations, then turns the matches into one clean billing digest plus a ledger-friendly list while applying simple Gmail labels to confident matches.
Gmail Inbox Triage
is a short Gmail cleanup automation with a fixed policy.
Gmail Meeting Request Draft Assistant
reviews a bounded set of recent inbound Gmail threads that appear to ask for a meeting, a meeting move, or a meeting confirmation, checks availability on the user's primary Google Calendar by default, and prepares a reply draft.
Gmail Newsletter Intel Brief
turns recent newsletter-like Gmail messages into one concise periodic intelligence brief.
Gmail Sent Email Follow-Up Watcher
finds sent Gmail threads that still appear unreplied after a configured waiting period, ranks the strongest follow-up candidates, and produces one reviewable queue with optional Gmail draft nudges.
Hugging Face Model Digest
turns recent public Hugging Face activity into one short Markdown digest.
Hugging Face Weekly Papers Digest
turns a recent Hugging Face Daily Papers slice into one short paper-first digest.
LaunchAgent And LaunchDaemon Evidence Pack
inspects readable `launchd` persistence surfaces on one macOS host and produces a concise evidence pack of LaunchAgents and LaunchDaemons that look most worth human review.
LaunchDarkly Feature Flag Cleanup
removes stale temporary LaunchDarkly flag code, validates the change, and opens a draft PR or prepares PR-ready output.
License Compliance Drift Digest
inspects the current repository's dependency and package metadata surface, compares it against the best available baseline and any local license policy, and produces a ranked read-only digest of the changes most likely to matter.
Linear Triage Router
reviews a bounded slice of Linear Triage issues and applies only high-confidence team, label, priority, and internal-comment updates.
Local Listening Service And Firewall Audit
inspects one macOS or Linux host's inbound exposure surface and produces a plain-language report of what is listening, what is reachable beyond localhost, and whether the firewall posture looks acceptable.
Local Network Monitor
inspects one macOS or Linux host's current network state and produces a concise report with evidence, confidence, and explicit coverage gaps. Targeted log review is optional follow-up evidence, not part of the default run.
Local Security Monitor
inspects one macOS or Linux host and produces a concise, evidence-backed security report. It checks disk-encryption posture, local firewall state, security-update coverage, remote-access exposure, notable persistence surfaces, privileged-file risk, and a small set of recent security-relevant host signals.
MongoDB Query Anti-Pattern Scout
looks for risky MongoDB query usage by combining Atlas performance evidence with repository-level code search.
New Relic Cost And Ingest Hygiene Audit
reads recent New Relic usage and ingest signals for one account, finds the biggest telemetry cost surfaces, and turns them into one compact audit plus an optional HTML report.
New Relic Error Fixer
selects one strong New Relic error candidate, validates the repository and code evidence, attempts the smallest safe fix, runs validation, and opens a draft PR or prepares PR-ready output.
New Relic Latency Hotspot Fixer
inspects one explicitly scoped New Relic service or endpoint family, finds one meaningful high-latency hotspot, localizes the most likely bottleneck, and either opens a draft PR for a narrow app-side fix or returns a concrete report.
Plain Customer Voice Digest
reviews a bounded set of recent Plain support threads and turns them into one evidence-backed customer voice summary.
Plain Renewal Risk Digest
reviews recent Plain support activity for accounts that may be heading toward renewal friction, churn risk, or executive escalation.
Production Data Contract Change Watch
compares live MongoDB document shapes against the contracts implied by the current repository and returns a ranked drift report. If one fix is unusually narrow and clearly code-side, it can also open one draft PR.
Sampled Refactor
inspects a real random slice of a JavaScript or TypeScript repository, applies at most one coherent behavior-preserving refactor, validates it, and opens a draft PR or prepares PR-ready output.
Scan Codebase Vulnerabilities
is a scheduled or manual application-security reviewer for a repository. It looks for validated medium, high, or critical vulnerabilities with a real attack path and returns a concise Slack summary or preview.
Sentry Linear Backlog Sync
takes actionable Sentry issues, proves they are not already tracked, and creates or links durable Linear backlog work.
Sentry Slack Triage Digest
reads a bounded set of high-signal Sentry issues, performs evidence-backed triage, and posts one concise Slack digest for on-call or engineering review.
Sentry Triage And Fix
selects one strong Sentry issue candidate, validates the repository and code evidence, attempts the smallest safe fix, runs validation, and opens a draft PR or prepares PR-ready output.
Shell History Anomaly Digest
inspects a bounded recent slice of readable shell history on one local machine and produces a concise, evidence-backed digest of unusual or security-relevant command patterns.
Slack Engineering Signal Digest
reads a defined set of Slack engineering channels, pulls out the highest-signal recent threads, verifies linked system state when possible, and returns one concise digest.
Stripe Cancel At Period End Watch
uses Stripe CLI as the source of truth and produces one internal, read-only watchlist of subscriptions scheduled to cancel at period end that most deserve human review.
Stripe Failed Payment Risk Digest
reads a bounded Stripe billing window and ranks the failed-payment situations most likely to turn into involuntary churn, delayed cash collection, or support escalations.
Stripe Webhook Health Watch
uses Stripe CLI as the source of truth and produces one internal, read-only digest of live production webhook health.
Support Docs Gap Drafter
reads a bounded slice of recent support conversations, checks the current docs, and drafts one small docs improvement for the strongest repeated gap.
TODO Linear Sync And Fix
scans repo TODO-style comments, fixes the easy ones directly, turns the harder ones into Linear issues, updates the source comments, and opens one draft PR for the run.
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