New: 98,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Relay Audit

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Audit an existing CI/CD pipeline for slowness, security issues, and reliability gaps.

MITAuto-check: notesDevOps & Cloud

Install Relay Audit

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-audit -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace relay-audit --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/relay-audit .claude/skills/relay-audit && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
relay-audit
GitHub stars
2.8k
Token cost
~804 tokens
SKILL.md length
310 words
Files
2
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Audit an existing CI/CD pipeline for slowness, security issues, and reliability gaps.

  • Works in 6 steps: Detect Environment → Read Pipeline Config → Check for Slow Steps → …
  • Asked to audit pipeline
  • SKILL.md covers Steps and Delivery
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Relay Audit is an agent skill from jeremylongshore/tons-of-skills-marketplace. Audit an existing CI/CD pipeline for slowness, security issues, and reliability gaps. Use when asked to "audit pipeline", "why is CI slow", "pipeline review", or "deployment review".

Its SKILL.md is about 800 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `.claude-plugin/plugin.json`).

It sits in DevOps & Cloud, covering CI/CD and Deployment. It works with Docker. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Asked to audit pipeline
  • Pipeline review
  • Deployment review

Example prompts

  • “audit pipeline”
  • “why is CI slow”
  • “pipeline review”
  • “/relay-audit”

Requirements

  • Docker
  • Pre-approved tools (allowed-tools): Read, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Detect Environment
  2. Read Pipeline Config
  3. Check for Slow Steps
  4. Check for Security Issues
  5. Check for Reliability Issues
  6. Present the Audit Report

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Bash
    • Glob
    • Grep
    • WebFetch
    • WebSearch
    • AskUserQuestion

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Relay Audit loads about 804 tokens when it runs. Until then it costs about 49 tokens; SKILL.md has 310 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~49
When it runs · the whole SKILL.md, loaded when a task matches
~804

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 310 words, ~804 tokens.

Download SKILL.mdSave it as .claude/skills/relay-audit/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
relay-audit
description
Audit an existing CI/CD pipeline for slowness, security issues, and reliability gaps. Use when asked to "audit pipeline", "why is CI slow", "pipeline review", or "deployment review".
allowed-tools
Read, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion
version
0.6.4
author
tonone-ai <hello@tonone.ai>
license
MIT

Audit Existing Pipeline

You are Relay — the DevOps engineer from the Engineering Team.

Follow the output format defined in docs/output-kit.md — 40-line CLI max, box-drawing skeleton, unified severity indicators, compressed prose.

Steps

Step 0: Detect Environment
bash
ls -a

Identify the CI platform and deployment setup. Look for .github/workflows/, .gitlab-ci.yml, cloudbuild.yaml, .circleci/, Jenkinsfile, Dockerfile, deployment configs.

Step 1: Read Pipeline Config

Read all pipeline configuration files:

bash
cat .github/workflows/*.yml 2>/dev/null
cat .gitlab-ci.yml 2>/dev/null
cat cloudbuild.yaml 2>/dev/null
cat .circleci/config.yml 2>/dev/null
cat Jenkinsfile 2>/dev/null

Also read related configs: Dockerfile, docker-compose.yml, deployment manifests, Makefile.

Step 2: Check for Slow Steps

For each pipeline step, flag if:

  • Any single step takes >2 minutes (estimate based on what it does)
  • Dependencies are installed without caching
  • Docker builds don't use layer caching or multi-stage builds
  • Tests run sequentially when they could run in parallel
  • Artifacts are rebuilt between stages instead of passed through

Provide specific speedup estimates for each issue found.

Step 3: Check for Security Issues

Flag if:

  • Secrets could leak into logs (echo of env vars, verbose mode on deploy commands)
  • Actions/images use unpinned versions (e.g., actions/checkout@v4 instead of SHA)
  • Secrets are passed as build args visible in image layers
  • Pipeline runs with elevated permissions unnecessarily
  • No branch protection or required reviews before deploy
Step 4: Check for Reliability Issues

Flag if:

  • No rollback procedure exists
  • Missing health checks or smoke tests after deploy
  • Environment drift — staging config differs from prod
  • No test stage or test stage is allowed to fail
  • Manual steps exist in the deployment flow
  • Unpinned dependency versions could cause non-deterministic builds
  • No concurrency controls (multiple deploys can run simultaneously)
Step 5: Present the Audit Report

Format the report as:

## Pipeline Audit

**Platform:** [detected CI platform]
**Estimated pipeline time:** [X minutes]

### Critical (fix now)
- [issue] — [specific fix] — saves ~Xmin / prevents [risk]

### Warning (fix soon)
- [issue] — [specific fix] — saves ~Xmin / prevents [risk]

### Suggestion (nice to have)
- [issue] — [specific fix] — saves ~Xmin / improves [area]

### What's Working Well
- [positive observation]

Be specific — reference exact file names, line numbers, and step names.

Delivery

If output exceeds the 40-line CLI budget, invoke /atlas-report with the full findings. The HTML report is the output. CLI is the receipt — box header, one-line verdict, top 3 findings, and the report path. Never dump analysis to CLI.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in plugins/ai-agency/tonone/skills/relay-audit of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • .claude-plugin/plugin.json

Open the folder on GitHubat commit cfae287

Compare with similar skills

Relay Audit next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Relay Audit compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Relay Audit this skilljeremylongshore/tons-of-skills-marketplace2.8k—~804Automated safety check: NotesMIT
Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit2606 repos~1.1kAutomated safety check: NotesCustom licence
DDNS Build and Release MaintenanceNewFuture/DDNS4.7k—~444Automated safety check: PassMIT
CI CDEliasOulkadi/shokunin114—~3.4kAutomated safety check: NotesMIT
NGINX Ingress CI Pipelinesnginx/kubernetes-ingress5.1k—~5.1kAutomated safety check: PassApache-2.0
Devops EngineerYikai-Liao/symusic1891 repos~1.5kAutomated safety check: PassMIT

Similar skills

  • Senior DevOps Toolkit

    maslennikov-ig/claude-code-orchestrator-kit

    Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup…

    260 GitHub starsUsed in 6 repos~1.1k tokens
    DevOps & CloudAuto-check: notes

  • DDNS Build and Release Maintenance

    NewFuture/DDNS

    Maintains the DDNS project's GitHub Actions, Docker and Nuitka builds, packaging and release preparation without touching publishing credentials.

    4.7k GitHub stars~444 tokensUpdated 3 days ago
    DevOps & CloudAuto-check passed

  • CI CD

    EliasOulkadi/shokunin

    Design CI/CD pipelines for GitHub Actions, GitLab CI, and CircleCI with matrix builds, test sharding, caching, Docker layer caching, OIDC auth, deployment strategies (rolling, blue-green, canary)…

    114 GitHub stars~3.4k tokensUpdated 6 days ago
    DevOps & CloudAuto-check: notes

  • NGINX Ingress CI Pipelines

    nginx/kubernetes-ingress

    Explains how the NGINX Ingress Controller's GitHub Actions workflows, reusable workflows, build matrices and release pipeline fit together across two repositories.

    5.1k GitHub stars~5.1k tokensUpdated yesterday
    DevOps & CloudAuto-check passed

  • Devops Engineer

    Yikai-Liao/symusic

    Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.

    189 GitHub starsUsed in 1 repo~1.5k tokens
    DevOps & CloudAuto-check passed

  • Deployment and CI/CD Patterns

    affaan-m/ECC

    Covers rolling, blue-green and canary deployments, multi-stage Dockerfiles, a GitHub Actions pipeline, health checks and production readiness for web apps.

    277k GitHub starsUsed in 6 repos~2.8k tokens
    DevOps & CloudAuto-check passed

More from jeremylongshore/tons-of-skills-marketplace

All 3,342 skills in this repo

  • Performing Security Code Review

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.

    2.8k GitHub starsUsed in 2 repos~1.3k tokens
    Auto-check: notes

  • Adapting Transfer Learning Models

    jeremylongshore/tons-of-skills-marketplace

    Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed

  • Agent Context Loader

    jeremylongshore/tons-of-skills-marketplace

    Execute proactive auto-loading: automatically detects and loads agents.md files.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed

  • Aggregating Performance Metrics

    jeremylongshore/tons-of-skills-marketplace

    Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.

    2.8k GitHub stars~1.2k tokensUpdated today
    Auto-check passed

  • Analyzing Capacity Planning

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.

    2.8k GitHub stars~947 tokensUpdated today
    Auto-check passed

  • Analyzing Database Indexes

    jeremylongshore/tons-of-skills-marketplace

    Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.

    2.8k GitHub stars~2k tokensUpdated today
    Auto-check passed

Works with

Categories

Questions about Relay Audit

What does Relay Audit do?

Audit an existing CI/CD pipeline for slowness, security issues, and reliability gaps. Relay Audit is an agent skill from jeremylongshore/tons-of-skills-marketplace. Audit an existing CI/CD pipeline for slowness, security issues, and reliability gaps.

When should I use Relay Audit?

Relay Audit fits situations like: asked to audit pipeline; pipeline review; deployment review.

How do I install Relay Audit in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-audit -a claude-code`. Or copy the skill folder (plugins/ai-agency/tonone/skills/relay-audit in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/relay-audit in your project. Claude Code loads it when a task matches its description.

How do I install Relay Audit in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-audit -a codex`. Or copy the skill folder (plugins/ai-agency/tonone/skills/relay-audit in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/relay-audit in your project. Codex loads it when a task matches its description.

Can I use Relay Audit in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-audit -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/relay-audit, .gemini/skills/relay-audit, .github/skills/relay-audit and .opencode/skills/relay-audit in your project.

What does Relay Audit need to run?

SKILL.md names no scripts, command-line tools or credentials: Relay Audit is instructions for the agent only. Our summary lists: Docker. Its frontmatter pre-approves these tools: Read, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion.

Does Relay Audit access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Relay Audit safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Relay Audit use?

Relay Audit is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Relay Audit use?

About 804 tokens (SKILL.md is roughly 3.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Relay Audit?

Skills that share tags, products or a category with Relay Audit: Senior DevOps Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 260 stars), DDNS Build and Release Maintenance (NewFuture/DDNS, 4.7k stars), CI CD (EliasOulkadi/shokunin, 114 stars) and NGINX Ingress CI Pipelines (nginx/kubernetes-ingress, 5.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Relay Audit?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.