open-edge-platform/edge-ai-suites GitHub Actions scorecard

Public GitHub Actions data, last 30 days. Updated 7/11/2026, 5:15:06 AM.

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399 min/mo
recoverable (~8% of CI time) · across 38 patterns · ≈$2/mo
Estimated from wall-clock time · public repos pay $0, $ = private-repo equivalent
See all 38 fixes, each with the exact YAML ↓
13.4%
failure rate, 30d
47m
avg time to recover from a failure
42 workflows · 500 runs (16.7/day) · 4,996 CI-min (wall-clock) · ≈$30 at private-repo rates (30d)

Where the minutes go (30d)

[Industrial Edge Insights Multimodal and Time Series] Functional Tests~2,500 min · 15 runs
Documentation Check~835 min · 147 runs
Zizmor scan~660 min · 165 runs
or track on every push →

Waste detected

Biggest wins first, each with the exact config fix.

Workflow failing almost every run · [Smart Traffic Intersection Agent] SDLe Scans

~147 min/mo · ≈$1/mo

Fails or times out on nearly all recent runs, burning minutes to produce only red, and an always-red workflow usually gets ignored. Fix it, or disable the trigger until it's ready.

Full guide: how to fix this →

No concurrency control · Documentation Check

~84 min/mo · ≈$1/mo

Add a `concurrency:` block keyed on branch to cancel superseded runs when devs push twice quickly.

concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

Full guide: how to fix this →

No concurrency control · Zizmor scan

~66 min/mo

Add a `concurrency:` block keyed on branch to cancel superseded runs when devs push twice quickly.

concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

Full guide: how to fix this →

Missing dependency cache · [Smart Traffic Intersection Agent] SDLe Scans

~47 min/mo

Set `cache: 'pip'` on your `actions/setup-python` step, or add an `actions/cache@v4` step keyed on your requirements/lock file.

- uses: actions/setup-python@v5
  with:
    python-version: '3.12'
    cache: 'pip'

Full guide: how to fix this →

Missing dependency cache · [Smart NVR] SDLe Scans

~22 min/mo

Set `cache: 'pip'` on your `actions/setup-python` step, or add an `actions/cache@v4` step keyed on your requirements/lock file.

- uses: actions/setup-python@v5
  with:
    python-version: '3.12'
    cache: 'pip'

Full guide: how to fix this →

No concurrency control · [industrial-edge-insights-vision] PR workflow

~15 min/mo

Add a `concurrency:` block keyed on branch to cancel superseded runs when devs push twice quickly.

concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

Full guide: how to fix this →

Workflow runs on both push and pull_request · [Robotics] CI

~14 min/mo

Pushing to a branch and opening a PR triggers two runs. Pick one (usually `pull_request`) and exclude branch pushes for non-default branches.

on:
  push:
    branches: [main]
  pull_request:

Full guide: how to fix this →

No concurrency control · [metro-vision-ai-app-recipe] PR workflow

~4 min/mo

Add a `concurrency:` block keyed on branch to cancel superseded runs when devs push twice quickly.

concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

Full guide: how to fix this →

Also found: 30 more config fixes with negligible recoverable minutes — timeouts, retention, path filters

No job timeout · [Smart Traffic Intersection Agent] SDLe Scans

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

Artifacts at default retention · [Smart Traffic Intersection Agent] SDLe Scans

~0 min/mo

`upload-artifact` has no `retention-days`, so artifacts keep up to 90 days (storage cost). Set e.g. `retention-days: 7`.

- uses: actions/upload-artifact@v4
  with:
    name: build
    path: dist/
    retention-days: 7

Full guide: how to fix this →

Docker build without layer cache · [Smart Traffic Intersection Agent] SDLe Scans

~0 min/mo

The Docker build has no layer cache, so every run re-executes every layer from scratch. Add `cache-from: type=gha` / `cache-to: type=gha,mode=max` to the build step.

- uses: docker/build-push-action@v6
  with:
    cache-from: type=gha
    cache-to: type=gha,mode=max

Full guide: how to fix this →

Larger hosted runner · [Smart Traffic Intersection Agent] SDLe Scans

~0 min/mo

Uses a larger hosted runner, which bills even on public repos (only standard runners are free). Keep big runners for jobs that measurably need the cores.

jobs:
  lint:
    runs-on: ubuntu-latest  # standard runner — free on public repos

Full guide: how to fix this →

No job timeout · Documentation Check

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

No path filters on triggers · Documentation Check

~0 min/mo

Runs on every push/PR with no `paths:` filter, so docs-only changes still trigger full CI. Add a `paths:` filter if that's common.

on:
  pull_request:
    paths:
      - 'src/**'
      - 'package.json'

Full guide: how to fix this →

No job timeout · Education-Suite-CI

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

Artifacts at default retention · Education-Suite-CI

~0 min/mo

`upload-artifact` has no `retention-days`, so artifacts keep up to 90 days (storage cost). Set e.g. `retention-days: 7`.

- uses: actions/upload-artifact@v4
  with:
    name: build
    path: dist/
    retention-days: 7

Full guide: how to fix this →

No job timeout · [FedAero] Package

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

Artifacts at default retention · [FedAero] Package

~0 min/mo

`upload-artifact` has no `retention-days`, so artifacts keep up to 90 days (storage cost). Set e.g. `retention-days: 7`.

- uses: actions/upload-artifact@v4
  with:
    name: build
    path: dist/
    retention-days: 7

Full guide: how to fix this →

No job timeout · [Industrial Edge Insights Time Series and Multimodal] PR workflow

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

No job timeout · [Industrial Edge Insights Multimodal and Time Series] Functional Tests

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

Artifacts at default retention · [Industrial Edge Insights Multimodal and Time Series] Functional Tests

~0 min/mo

`upload-artifact` has no `retention-days`, so artifacts keep up to 90 days (storage cost). Set e.g. `retention-days: 7`.

- uses: actions/upload-artifact@v4
  with:
    name: build
    path: dist/
    retention-days: 7

Full guide: how to fix this →

Scheduled at the top of the hour · [Industrial Edge Insights Multimodal and Time Series] Functional Tests

~0 min/mo

The schedule fires at minute :00 — GitHub's peak window, where scheduled runs get delayed or skipped. Shift to any other minute for the same cadence with less contention.

on:
  schedule:
    - cron: '48 14 * * *'  # was '0 14 * * *' — any non-:00 minute avoids the herd

Full guide: how to fix this →

Scheduled workflow runs in forks · [Industrial Edge Insights Multimodal and Time Series] Functional Tests

~0 min/mo

The schedule has no repository guard, so forks that enable Actions inherit the cron and burn their own minutes. Gate the job with `if: github.repository == 'owner/repo'`.

jobs:
  nightly:
    if: github.repository == 'owner/repo'
    runs-on: ubuntu-latest

Full guide: how to fix this →

System packages reinstalled every run · [Industrial Edge Insights Multimodal and Time Series] Functional Tests

~0 min/mo

System packages install from the network on every run with no cache. Cache them (cache-apt-pkgs-action) or check whether the runner image already has the tool.

- uses: awalsh128/cache-apt-pkgs-action@latest
  with:
    packages: <your packages>
    version: 1.0

Full guide: how to fix this →

No job timeout · [Smart NVR] SDLe Scans

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

Artifacts at default retention · [Smart NVR] SDLe Scans

~0 min/mo

`upload-artifact` has no `retention-days`, so artifacts keep up to 90 days (storage cost). Set e.g. `retention-days: 7`.

- uses: actions/upload-artifact@v4
  with:
    name: build
    path: dist/
    retention-days: 7

Full guide: how to fix this →

Docker build without layer cache · [Smart NVR] SDLe Scans

~0 min/mo

The Docker build has no layer cache, so every run re-executes every layer from scratch. Add `cache-from: type=gha` / `cache-to: type=gha,mode=max` to the build step.

- uses: docker/build-push-action@v6
  with:
    cache-from: type=gha
    cache-to: type=gha,mode=max

Full guide: how to fix this →

No job timeout · [metro-vision-ai-app-recipe] PR workflow

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

Artifacts at default retention · [metro-vision-ai-app-recipe] PR workflow

~0 min/mo

`upload-artifact` has no `retention-days`, so artifacts keep up to 90 days (storage cost). Set e.g. `retention-days: 7`.

- uses: actions/upload-artifact@v4
  with:
    name: build
    path: dist/
    retention-days: 7

Full guide: how to fix this →

System packages reinstalled every run · [metro-vision-ai-app-recipe] PR workflow

~0 min/mo

System packages install from the network on every run with no cache. Cache them (cache-apt-pkgs-action) or check whether the runner image already has the tool.

- uses: awalsh128/cache-apt-pkgs-action@latest
  with:
    packages: <your packages>
    version: 1.0

Full guide: how to fix this →

No job timeout · [Robotics] CI

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

No job timeout · [industrial-edge-insights-vision] PR workflow

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

Artifacts at default retention · [industrial-edge-insights-vision] PR workflow

~0 min/mo

`upload-artifact` has no `retention-days`, so artifacts keep up to 90 days (storage cost). Set e.g. `retention-days: 7`.

- uses: actions/upload-artifact@v4
  with:
    name: build
    path: dist/
    retention-days: 7

Full guide: how to fix this →

System packages reinstalled every run · [industrial-edge-insights-vision] PR workflow

~0 min/mo

System packages install from the network on every run with no cache. Cache them (cache-apt-pkgs-action) or check whether the runner image already has the tool.

- uses: awalsh128/cache-apt-pkgs-action@latest
  with:
    packages: <your packages>
    version: 1.0

Full guide: how to fix this →

No job timeout · Zizmor scan

~0 min/mo

No job sets `timeout-minutes`, so a hung step can run to GitHub's 6-hour default. Add `timeout-minutes` to each job.

jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

Full guide: how to fix this →

No path filters on triggers · Zizmor scan

~0 min/mo

Runs on every push/PR with no `paths:` filter, so docs-only changes still trigger full CI. Add a `paths:` filter if that's common.

on:
  pull_request:
    paths:
      - 'src/**'
      - 'package.json'

Full guide: how to fix this →

Scheduled at the top of the hour · Zizmor scan

~0 min/mo

The schedule fires at minute :00 — GitHub's peak window, where scheduled runs get delayed or skipped. Shift to any other minute for the same cadence with less contention.

on:
  schedule:
    - cron: '46 2 * * *'  # was '0 2 * * *' — any non-:00 minute avoids the herd

Full guide: how to fix this →

Scheduled workflow runs in forks · Zizmor scan

~0 min/mo

The schedule has no repository guard, so forks that enable Actions inherit the cron and burn their own minutes. Gate the job with `if: github.repository == 'owner/repo'`.

jobs:
  nightly:
    if: github.repository == 'owner/repo'
    runs-on: ubuntu-latest

Full guide: how to fix this →

Copy every fix as one block (12 snippets, annotated per workflow)
# No concurrency control — applies to: Documentation Check, Zizmor scan, [industrial-edge-insights-vision] PR workflow, [metro-vision-ai-app-recipe] PR workflow
concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

# Missing dependency cache (pip) — applies to: [Smart Traffic Intersection Agent] SDLe Scans, [Smart NVR] SDLe Scans
- uses: actions/setup-python@v5
  with:
    python-version: '3.12'
    cache: 'pip'

# Workflow runs on both push and pull_request — applies to: [Robotics] CI
on:
  push:
    branches: [main]
  pull_request:

# No job timeout — applies to: [Smart Traffic Intersection Agent] SDLe Scans, Documentation Check, Education-Suite-CI, [FedAero] Package, [Industrial Edge Insights Time Series and Multimodal] PR workflow, [Industrial Edge Insights Multimodal and Time Series] Functional Tests, [Smart NVR] SDLe Scans, [metro-vision-ai-app-recipe] PR workflow, [Robotics] CI, [industrial-edge-insights-vision] PR workflow, Zizmor scan
jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

# Artifacts at default retention — applies to: [Smart Traffic Intersection Agent] SDLe Scans, Education-Suite-CI, [FedAero] Package, [Industrial Edge Insights Multimodal and Time Series] Functional Tests, [Smart NVR] SDLe Scans, [metro-vision-ai-app-recipe] PR workflow, [industrial-edge-insights-vision] PR workflow
- uses: actions/upload-artifact@v4
  with:
    name: build
    path: dist/
    retention-days: 7

# Docker build without layer cache — applies to: [Smart Traffic Intersection Agent] SDLe Scans, [Smart NVR] SDLe Scans
- uses: docker/build-push-action@v6
  with:
    cache-from: type=gha
    cache-to: type=gha,mode=max

# Larger hosted runner — applies to: [Smart Traffic Intersection Agent] SDLe Scans
jobs:
  lint:
    runs-on: ubuntu-latest  # standard runner — free on public repos

# No path filters on triggers — applies to: Documentation Check, Zizmor scan
on:
  pull_request:
    paths:
      - 'src/**'
      - 'package.json'

# Scheduled at the top of the hour — applies to: [Industrial Edge Insights Multimodal and Time Series] Functional Tests
on:
  schedule:
    - cron: '48 14 * * *'  # was '0 14 * * *' — any non-:00 minute avoids the herd

# Scheduled workflow runs in forks — applies to: [Industrial Edge Insights Multimodal and Time Series] Functional Tests, Zizmor scan
jobs:
  nightly:
    if: github.repository == 'owner/repo'
    runs-on: ubuntu-latest

# System packages reinstalled every run — applies to: [Industrial Edge Insights Multimodal and Time Series] Functional Tests, [metro-vision-ai-app-recipe] PR workflow, [industrial-edge-insights-vision] PR workflow
- uses: awalsh128/cache-apt-pkgs-action@latest
  with:
    packages: <your packages>
    version: 1.0

# Scheduled at the top of the hour — applies to: Zizmor scan
on:
  schedule:
    - cron: '46 2 * * *'  # was '0 2 * * *' — any non-:00 minute avoids the herd

Each snippet is representative — merge into the named workflow files rather than pasting wholesale.

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