psf/requests GitHub Actions scorecard

Public GitHub Actions data, last 30 days. Updated .

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43 min/mo
recoverable (~31% of CI time) · across 17 patterns
Estimated from wall-clock time · public repos pay $0, $ = private-repo equivalent
See all 17 fixes, each with the exact YAML ↓
21.8%
failure rate, 30d
62h 11m
avg time to recover from a failure
Since : findings 17 → 17 · recoverable ~42 → ~43 min/mo
12 workflows · 142 runs (4.7/day) · 137 CI-min (wall-clock) · ≈$1 at private-repo rates (30d)

Where the minutes go (30d)

Tests~83 min · 22 runs
CodeQL~18 min · 20 runs
Dependabot Updates~12 min · 8 runs
or track on every push →

Waste detected

Biggest wins first, each with the exact config fix.

Workflow runs on both push and pull_request · Tests

~23 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 · Tests

~8 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Add a `concurrency:` block keyed on branch to cancel superseded runs when devs push twice quickly.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 failing almost every run · Lock Threads

~4 min/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 · CodeQL

~2 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Add a `concurrency:` block keyed on branch to cancel superseded runs when devs push twice quickly.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 · Lint code

~2 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 →

Workflow runs on both push and pull_request · Type Check

~2 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 · Lint code

~1 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 →

No concurrency control · Type Check

~1 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: 9 more config fixes with negligible recoverable minutes: timeouts, retention, path filters

No job timeout · CodeQL

~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 →

Scheduled at the top of the hour · CodeQL

~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: '29 23 * * 0'  # was '0 23 * * 0' — any non-:00 minute avoids the herd

Full guide: how to fix this →

Scheduled workflow runs in forks · CodeQL

~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 →

No concurrency control · Lock Threads

~0 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 →

No job timeout · Lock Threads

~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 →

Scheduled at the top of the hour · Lock Threads

~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: '45 0 * * *'  # was '0 0 * * *' — any non-:00 minute avoids the herd

Full guide: how to fix this →

Large build matrix · Tests

~0 min/mo

The matrix expands to many parallel jobs per run, multiplying billable minutes, often more combos than you need. Trim the axes, or use `include:` to list only the combinations that matter.

strategy:
  fail-fast: true
  matrix:
    include:
      - { os: ubuntu-latest, node: 20 }
      - { os: ubuntu-latest, node: 22 }

Full guide: how to fix this →

Premium runners (macOS / Windows) · Tests

~0 min/mo

macOS bills ~10x and Windows ~2x a Linux minute. The cost estimate above assumes Linux, so your real spend is higher. Move any job that doesn't need them to `ubuntu-latest`.

jobs:
  build:
    runs-on: ubuntu-latest  # ~10x cheaper than macos-latest

Full guide: how to fix this →

No job timeout · GitHub Actions Security Analysis with zizmor 🌈

~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 →

Copy every fix as one block (8 snippets, annotated per workflow)
# Workflow runs on both push and pull_request (applies to: Tests, Lint code, Type Check)
on:
  push:
    branches: [main]
  pull_request:

# No concurrency control (applies to: Tests, CodeQL, Lint code, Type Check, Lock Threads)
concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

# No job timeout (applies to: CodeQL, Lock Threads, GitHub Actions Security Analysis with zizmor 🌈)
jobs:
  build:
    runs-on: ubuntu-latest
    timeout-minutes: 15

# Scheduled at the top of the hour (applies to: CodeQL)
on:
  schedule:
    - cron: '29 23 * * 0'  # was '0 23 * * 0' — any non-:00 minute avoids the herd

# Scheduled workflow runs in forks (applies to: CodeQL)
jobs:
  nightly:
    if: github.repository == 'owner/repo'
    runs-on: ubuntu-latest

# Scheduled at the top of the hour (applies to: Lock Threads)
on:
  schedule:
    - cron: '45 0 * * *'  # was '0 0 * * *' — any non-:00 minute avoids the herd

# Large build matrix (applies to: Tests)
strategy:
  fail-fast: true
  matrix:
    include:
      - { os: ubuntu-latest, node: 20 }
      - { os: ubuntu-latest, node: 22 }

# Premium runners (macOS / Windows) (applies to: Tests)
jobs:
  build:
    runs-on: ubuntu-latest  # ~10x cheaper than macos-latest

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

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