Monitor CI
nrwl/nx
Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx.
Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment.
Install Relay Recon
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-recon -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace relay-recon --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-recon .claude/skills/relay-recon && rm -rf skills-srcUse ~/.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/
Install the "relay-recon" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/relay-recon into .claude/skills/relay-recon/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relay-recon", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/relay-reconType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-recon -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace relay-recon --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/relay-recon .agents/skills/relay-recon && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "relay-recon" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/relay-recon into .agents/skills/relay-recon/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relay-recon", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-recon -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace relay-recon --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/relay-recon .cursor/skills/relay-recon && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "relay-recon" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/relay-recon into .cursor/skills/relay-recon/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relay-recon", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path plugins/ai-agency/tonone/skills/relay-recon--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-recon -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace relay-recon --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/relay-recon .gemini/skills/relay-recon && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "relay-recon" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/relay-recon into .gemini/skills/relay-recon/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relay-recon", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace relay-reconInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-recon -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/relay-recon .github/skills/relay-recon && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "relay-recon" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/relay-recon into .github/skills/relay-recon/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relay-recon", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-recon -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace relay-recon --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ai-agency/tonone/skills/relay-recon .opencode/skills/relay-recon && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "relay-recon" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/ai-agency/tonone/skills/relay-recon into .opencode/skills/relay-recon/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relay-recon", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
relay-recon- GitHub stars
- 2.8k
- Token cost
- ~896 tokens
- SKILL.md length
- 308 words
- Files
- 2
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment.
- Works in 6 steps: Detect Environment → Read All Pipeline Configs → Map the Pipeline Flow → …
- Asked how does this deploy
- SKILL.md covers Steps and Delivery
- Needs API_KEY
What it does
Relay Recon is an agent skill from jeremylongshore/tons-of-skills-marketplace. Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment. Use when asked "how does this deploy", "map the pipeline", or "understand CI/CD".
Its SKILL.md is about 900 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. 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 how does this deploy
- Map the pipeline
- Understand CI/CD
Example prompts
- “how does this deploy”
- “map the pipeline”
- “understand CI/CD”
- “/relay-recon”
Requirements
- Docker
- A credential in API_KEY
- Pre-approved tools (allowed-tools): Read, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion
Workflow steps
6 steps, taken from the step headings in SKILL.md.
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:
ReadBashGlobGrepWebFetchWebSearchAskUserQuestion
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 these keys or tokens, usually read from environment variables:
API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Relay Recon loads about 896 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 308 words of instructions outside code blocks.
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). 308 words, ~896 tokens.
Download SKILL.mdSave it as
.claude/skills/relay-recon/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- relay-recon
- description
- Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment. Use when asked "how does this deploy", "map the pipeline", or "understand CI/CD".
- allowed-tools
- Read, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion
- version
- 0.6.4
- author
- tonone-ai <hello@tonone.ai>
- license
- MIT
Pipeline Reconnaissance
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
ls -aIdentify the CI platform, deployment targets, container configs, and infrastructure-as-code files.
Step 1: Read All Pipeline Configs
Read every pipeline and deployment configuration in the project:
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
cat Dockerfile 2>/dev/null
cat docker-compose*.yml 2>/dev/nullAlso check for deployment configs: Kubernetes manifests, fly.toml, render.yaml, vercel.json, netlify.toml, app.yaml, terraform files.
Step 2: Map the Pipeline Flow
Trace the full path from code commit to production:
- Trigger — what events start the pipeline (push, PR, tag, manual, schedule)
- Build — how the artifact is produced (Docker build, npm build, go build, etc.)
- Test — what tests run and what can fail silently
- Deploy — how and where the artifact is deployed
- Verify — any post-deploy checks (smoke tests, health checks)
Step 3: Identify Key Details
Document:
- Secrets locations — where secrets are referenced and what they're used for
- Deployment targets — all environments (dev, staging, prod) and their URLs/identifiers
- Manual steps — anything that requires human intervention
- Rollback capability — whether rollback exists and how to trigger it
- Average deploy time — estimate based on pipeline steps
- Branch strategy — what branches trigger what environments
Step 4: Assess Risks
Evaluate:
- Single points of failure in the pipeline
- Steps with no error handling or retry logic
- Missing stages (no tests, no smoke tests, no rollback)
- Blast radius of a bad deploy (all traffic at once vs. gradual)
- Recovery time estimate if something goes wrong
Step 5: Present the Recon Report
Format as:
## Pipeline Map
**CI Platform:** [platform]
**Deploy Target:** [target]
**Estimated Deploy Time:** [X minutes]
### Flow
trigger (push to main) → install → lint → test → build → deploy staging → smoke test → deploy prod
### Environments
| Environment | Branch | URL | Auto-deploy |
|-------------|----------|------------------|-------------|
| staging | develop | staging.app.com | yes |
| production | main | app.com | yes |
### Secrets
- `DATABASE_URL` — used in deploy step
- `API_KEY` — used in test + deploy
### Risk Assessment
- **Rollback:** [exists/missing] — [how to trigger]
- **Blast radius:** [all-at-once / gradual]
- **Recovery time:** ~[X] minutes
- **Gaps:** [missing stages or protections]Factual and actionable. Map for someone taking over the project.
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-recon of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- .claude-plugin/plugin.json
Open the folder on GitHubat commit cfae287
Compare with similar skills
Relay Recon 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Relay Recon this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~896 | Automated safety check: Notes | MIT | |
| Monitor CInrwl/nx | 29k | 6 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Terraform and OpenTofu Guideagentscope-ai/QwenPaw | 36k | 6 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Analyze GitHub Action Logswithastro/astro | 63k | 1 repos | ~1.3k | Automated safety check: Pass | Custom licence | |
| Azure Pipelines Log Downloaderansible/ansible | 71k | — | ~825 | Automated safety check: Pass | GPL-3.0 | |
| GitHub Actions Templatesbartstc/vite-ts-react-template | 122 | 14 repos | ~1.9k | Automated safety check: Pass | MIT |
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Categories
Questions about Relay Recon
What does Relay Recon do?
Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment. Relay Recon is an agent skill from jeremylongshore/tons-of-skills-marketplace. Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment.
When should I use Relay Recon?
Relay Recon fits situations like: asked how does this deploy; map the pipeline; understand CI/CD.
How do I install Relay Recon in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-recon -a claude-code`. Or copy the skill folder (plugins/ai-agency/tonone/skills/relay-recon in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/relay-recon in your project. Claude Code loads it when a task matches its description.
How do I install Relay Recon in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill relay-recon -a codex`. Or copy the skill folder (plugins/ai-agency/tonone/skills/relay-recon in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/relay-recon in your project. Codex loads it when a task matches its description.
Can I use Relay Recon 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-recon -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-recon, .gemini/skills/relay-recon, .github/skills/relay-recon and .opencode/skills/relay-recon in your project.
What does Relay Recon need to run?
Going by SKILL.md and its folder, Relay Recon needs credentials named API_KEY. Our summary lists: Docker; A credential in API_KEY. Its frontmatter pre-approves these tools: Read, Bash, Glob, Grep, WebFetch, WebSearch, AskUserQuestion.
Does Relay Recon 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 Recon 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 Recon use?
Relay Recon 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 Recon use?
About 896 tokens (SKILL.md is roughly 3.6k 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 Recon?
Skills that share tags, products or a category with Relay Recon: Monitor CI (nrwl/nx, 29k stars), Terraform and OpenTofu Guide (agentscope-ai/QwenPaw, 36k stars), Analyze GitHub Action Logs (withastro/astro, 63k stars) and Azure Pipelines Log Downloader (ansible/ansible, 71k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Relay Recon?
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.