Skill: CI Cost Control & Monitoring

SkillDev tools

Lets your agent work with a companion Android app for Meshtastic mesh radios.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Skill: CI Cost Control & Monitoring skill

About this capability

Android application for Meshtastic

What this skill tells your AI

The instructions your AI receives, as published by meshtastic/meshtastic-android in .skills/ci-cost-control/SKILL.md and read by ahel’s review.

Description

Guidelines for agents to minimize GitHub Actions compute waste and prevent redundant or failing CI runs.

Rules

1. Check Before You Kick

Before pushing code that triggers a CI workflow, you MUST check if a relevant run is already in progress:

gh run list --branch $(git branch --show-current) --limit 5
  • If a run is pending/running for your current state, DO NOT push again unless you are fixing a specific CI failure.
  • Cancel redundant runs if your new push supersedes them: gh run cancel <run_id>.

2. Local First

NEVER use CI as a "remote compiler."

  • You must run ./gradlew spotlessApply spotlessCheck detekt assembleDebug test allTests locally before pushing.
  • If local tests fail, CI will fail. Do not waste the tokens or the compute.

3. Let the path filters do their job

pull-request.yml's check-changes filter already skips the heavy pipeline for docs-only changes, and merge-queue.yml skips it for docs-only merge-group entries (docs/**, *.md). Don't defeat that by bundling an unrelated source edit into a docs PR — a one-line README fix should not be paying for the multi-OS desktop matrix. If you add a new top-level module, add its <root>/** line to the android: filter, or the drift guard fails the PR.

Monitoring

Use gh run view <run_id> to inspect failures. Do not re-run a whole suite if only one shard failed due to a known flake; use gh run rerun --failed.

Signals

GitHub stars
2k
Forks
512
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
ci-cost-control
Source
github.com/meshtastic/meshtastic-android