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daniellummis

GitHub Actions Actor Reliability Audit

by Daniel Lummis · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install github-actions-actor-reliability-audit
Description
Audit GitHub Actions run reliability by actor to surface high-risk contributors and flaky automation owners.
README (SKILL.md)

GitHub Actions Actor Reliability Audit

Use this skill to rank which actors (humans or bots) are associated with the least reliable GitHub Actions outcomes.

What this skill does

  • Reads GitHub Actions run JSON exports
  • Groups runs by actor (optionally actor + workflow)
  • Measures failure rate, failed-run volume, and latest failure streak per actor
  • Scores severity (ok, warn, critical) for triage and CI policy gates
  • Emits text or JSON output for automation

Inputs

Optional:

  • RUN_GLOB (default: artifacts/github-actions/*.json)
  • TOP_N (default: 20)
  • OUTPUT_FORMAT (text or json, default: text)
  • GROUP_BY (actor or actor-workflow, default: actor)
  • FAILURE_CONCLUSIONS (comma-separated, default: failure,cancelled,timed_out,startup_failure)
  • MIN_RUNS (minimum runs required, default: 5)
  • WARN_FAILURE_RATE (0..1, default: 0.25)
  • CRITICAL_FAILURE_RATE (0..1, default: 0.5)
  • WARN_FAILED_RUNS (default: 4)
  • CRITICAL_FAILED_RUNS (default: 8)
  • WARN_FAILURE_STREAK (default: 2)
  • CRITICAL_FAILURE_STREAK (default: 4)
  • ACTOR_MATCH / ACTOR_EXCLUDE (regex, optional)
  • WORKFLOW_MATCH / WORKFLOW_EXCLUDE (regex, optional)
  • BRANCH_MATCH / BRANCH_EXCLUDE (regex, optional)
  • EVENT_MATCH / EVENT_EXCLUDE (regex, optional)
  • REPO_MATCH / REPO_EXCLUDE (regex, optional)
  • FAIL_ON_CRITICAL (0 or 1, default: 0)

Collect run JSON

gh run view \x3Crun-id> --json databaseId,workflowName,event,headBranch,conclusion,createdAt,updatedAt,url,repository,actor,triggeringActor \
  > artifacts/github-actions/run-\x3Crun-id>.json

Run

Text report:

RUN_GLOB='artifacts/github-actions/*.json' \
bash skills/github-actions-actor-reliability-audit/scripts/actor-reliability-audit.sh

JSON output + fail gate:

RUN_GLOB='artifacts/github-actions/*.json' \
OUTPUT_FORMAT=json \
FAIL_ON_CRITICAL=1 \
bash skills/github-actions-actor-reliability-audit/scripts/actor-reliability-audit.sh

Run against bundled fixtures:

RUN_GLOB='skills/github-actions-actor-reliability-audit/fixtures/*.json' \
bash skills/github-actions-actor-reliability-audit/scripts/actor-reliability-audit.sh

Output contract

  • Exit 0 in report mode (default)
  • Exit 1 when FAIL_ON_CRITICAL=1 and one or more actor groups are critical
  • Text mode prints summary + ranked actor groups
  • JSON mode prints summary + ranked groups + critical groups
Usage Guidance
This skill looks like what it says: a local analyzer that consumes exported GitHub Actions run JSON files and ranks actors by reliability. Before installing or running: (1) Note the SKILL.md examples use the 'gh' CLI to export run JSONs — make sure you have 'gh' installed and authenticated if you follow those steps (adding 'gh' to the declared required binaries would be sensible). (2) The script only reads files matching RUN_GLOB, so verify the glob points to only the data you intend to analyze. (3) No credentials are requested by the skill itself, but using 'gh' will use your existing GitHub CLI auth when you export runs — that is expected behavior. (4) If you want extra assurance, review the remainder of the script (the file was partially truncated in the provided listing) to confirm it contains only reporting logic and no network calls; run the script on sanitized fixtures first.
Capability Analysis
Type: OpenClaw Skill Name: github-actions-actor-reliability-audit Version: 1.0.0 The skill is a utility for auditing GitHub Actions reliability by analyzing local JSON run exports. The bash script (actor-reliability-audit.sh) and its embedded Python logic perform data aggregation, filtering, and risk scoring based on user-defined thresholds, with no evidence of data exfiltration, network calls, or unauthorized file access. The behavior is entirely consistent with the documentation in SKILL.md.
Capability Assessment
ℹ Purpose & Capability
Name/description match the implementation: the script reads exported GitHub Actions run JSON files, groups by actor, computes failure metrics, and emits text/JSON. Required binaries (bash, python3) are appropriate for the provided scripts. Minor inconsistency: the SKILL.md's suggested data-collection command uses the 'gh' CLI (gh run view) to create the JSON exports, but 'gh' is not listed under required binaries; this is a usability/documentation mismatch rather than a functional red flag.
✓ Instruction Scope
Runtime instructions and the script operate on local JSON files matched by RUN_GLOB, apply user-provided regex filters, compute statistics, and output results. The SKILL.md clearly documents how to collect run JSONs (via 'gh run view') and how to run the script. The instructions do not direct the agent to read unrelated system files, access secrets, or send data to arbitrary external endpoints; any GitHub access comes from the user's invocation of the 'gh' CLI to produce the JSON artifacts.
✓ Install Mechanism
No install spec is provided and this is an instruction-only skill with included scripts. Nothing is downloaded or written by an installer; risk from installation is minimal.
✓ Credentials
The skill declares no required environment variables or credentials, which is proportionate to its stated purpose of processing local JSON exports. Note: running 'gh run view' (per SKILL.md) requires the user's GitHub CLI authentication if used, but the skill itself does not request or store any tokens or secrets.
✓ Persistence & Privilege
The skill does not set always:true, does not request persistent system presence, and does not modify other skills or system-wide configuration. It runs ad hoc against files the user provides.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install github-actions-actor-reliability-audit
  3. After installation, invoke the skill by name or use /github-actions-actor-reliability-audit
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of github-actions-actor-reliability-audit. - Audits GitHub Actions run reliability by actor to identify high-risk contributors and flaky automation owners. - Groups runs by actor (or actor + workflow) and calculates metrics like failure rate, failed-run volume, and failure streaks. - Assigns severity scores (`ok`, `warn`, `critical`) for CI triage and gating. - Provides text or JSON output. - Highly configurable via environment variables and supports flexible run filtering. - Outputs exit code 1 if critical issues are detected and fail-on-critical is enabled.
Metadata
Slug github-actions-actor-reliability-audit
Version 1.0.0
License —
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is GitHub Actions Actor Reliability Audit?

Audit GitHub Actions run reliability by actor to surface high-risk contributors and flaky automation owners. It is an AI Agent Skill for Claude Code / OpenClaw, with 262 downloads so far.

How do I install GitHub Actions Actor Reliability Audit?

Run "/install github-actions-actor-reliability-audit" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is GitHub Actions Actor Reliability Audit free?

Yes, GitHub Actions Actor Reliability Audit is completely free (open-source). You can download, install and use it at no cost.

Which platforms does GitHub Actions Actor Reliability Audit support?

GitHub Actions Actor Reliability Audit is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created GitHub Actions Actor Reliability Audit?

It is built and maintained by Daniel Lummis (@daniellummis); the current version is v1.0.0.

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