Investigating Runs

Investigating GitHub Actions Runs

Overview

This skill helps you investigate failing GitHub Actions runs. It covers checking status, finding the root failure, and reading log output efficiently — not authoring workflow YAML, not driving a fix-then-rerun loop. Load it when working with an existing run (failed CI, red PR check, "why is this broken").

Why gha-snapshot?

One command, one ref, gets you everything: run metadata, per-job status, the failed step's log tail, and annotations — in a single readable block. gh run view --log-failed is a firehose; gha-snapshot distills it.

Tool hierarchy

Use in this order. Don't skip ahead unless the current tier can't answer the question.

1. gha-snapshot (primary)

${CLAUDE_PLUGIN_ROOT}/scripts/gha-snapshot 

Accepts any of:

| Input | Example | |-------|---------| | Full URL | gha-snapshot https://github.com/octocat/Hello-World/actions/runs/123 | | Run ID (uses cwd's repo) | gha-snapshot 123 | | PR number | gha-snapshot --pr 42 | | Default (latest failed run on current branch) | gha-snapshot |

Flags: --tail N controls how many lines of failed-step log to include per failed job (default 50).

Exit 0 = snapshot rendered (even if the run failed). Exit 1 = couldn't resolve a run.

2. Raw gh CLI (secondary)

When the snapshot doesn't expose what you need:

gh run list --branch  --status failure --limit 5
gh run view  --json jobs,conclusion,headSha,event
gh run view  --log         # full log (huge)
gh run view  --log-failed  # failed steps only
gh run rerun  --failed     # transient infra only — see below
gh pr checks 
gh workflow view 

See [references/gh-cheatsheet.md](references/gh-cheatsheet.md) for --json field names and jq patterns.

3. gh api (fallback)

For things the wrappers don't cover: GraphQL queries, raw check-run annotations, paged listings.

gh api repos/{owner}/{repo}/actions/runs/{run_id}/jobs
gh api repos/{owner}/{repo}/check-runs/{check_id}/annotations

Reading the snapshot output

A gha-snapshot block has five sections in fixed order:

Run:  #         ← header: name, conclusion, duration, trigger, sha, URL
Status:  ()
Trigger:  on  @ 
URL: 

Jobs:                          ← per-job status with icon (✓ success, ✗ failure, ⊘ skipped)
  ✓ build (2m 14s)             ← passed jobs noted but not detailed
  ✗ test (1m 03s) — failed at step "..."
  ⊘ deploy (skipped, dependency failed)

Failed step output (...)       ← log tail for each failed step's named step
  ...
  FAIL ...

Annotations:                   ← grouped by job, `::error::` / `::warning::` / `::notice::`
  test: ::error file=...,line=...::message

Links:                         ← run URL + per-failed-job URLs
  Run:  ...
  test: .../job/

The most valuable section is usually Failed step output. It's the part gh run view --log-failed would have buried under hundreds of unrelated lines.

Distinguishing root failures from cascades

A common mistake: pointing at the wrong job as "the bug."

• Matrix jobs: When fail-fast: true, one matrix leg's failure cancels the rest. The cancelled legs are marked failure but aren't the bug. Find the leg with the earliest failure timestamp.
• needs: cascade: A job with conclusion skipped because its dependency failed is not the bug. Trace upstream to the failed dependency.
• Reusable workflows: A failure inside uses: org/repo/.github/workflows/x.yml@ref shows in the parent run, but the real log is in the called workflow's own run. The snapshot's link section will point at the parent; click through to the called workflow.

See [references/failure-patterns.md](references/failure-patterns.md) for more cases.

Annotations

GitHub Actions emits workflow commands in logs that surface as annotations:

• ::error file=path,line=N::message — error tied to a file
• ::warning::message — non-fatal
• ::notice::message — informational
• ::group::title / ::endgroup:: — bracket log sections

The snapshot's Annotations section extracts these from gh run view --log-failed. Annotations with file= and line= are usually the strongest signal for "where the bug is."

See [references/annotation-format.md](references/annotation-format.md) for the full directive reference.

When to rerun vs. fix

Don't reflexively gh run rerun --failed. Rerun only when the failure is clearly transient infrastructure:

• Docker Hub rate limits (429 Too Many Requests pulling base images)
• npm / pip / cargo registry timeouts
• Runner provisioning errors (Worker initialization timeout, host setup failures)
• GitHub-side outages (cross-check https://www.githubstatus.com)

Never rerun for:

• Test failures, compile errors, lint errors
• Permission errors (Resource not accessible by integration — needs a real permissions: fix)
• Missing files, missing env vars

If you can't tell whether it's transient, say so to the user and ask.

Don't speculate on action versions

When a step references actions/@v... and the snapshot's error looks like it might be related to the action's behavior (Error: Input ... not found, Unknown argument), don't guess from training data. Check the action's releases page:

gh release list --repo actions/
gh release view  --repo actions/

Action APIs change between major versions. The current state of actions/checkout@v4 is not what was current at any given training cutoff.

Reference docs

• [references/gh-cheatsheet.md](references/gh-cheatsheet.md) — gh subcommands, common flags, --json field names, jq patterns
• [references/failure-patterns.md](references/failure-patterns.md) — matrix root-vs-cascade, reusable workflow propagation, OIDC, secret leaks, transient flakes
• [references/annotation-format.md](references/annotation-format.md) — workflow command syntax and where annotations surface

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: technicalpickles
• Source: technicalpickles/pickled-claude-plugins
• License: MIT

Install and usage instructions live in the source repository linked above.