Agent skill

Swe CLI Skills

Senior engineer CLI expertise for AI agents — workflows, safety guardrails, gotchas, and anti-patterns across cloud, IaC, containers, databases, dev tools, and platforms

MITAuto-check passedDevOps & Cloud

Install Swe CLI Skills

skills CLI

$ npx skills add SylphAI-Inc/skills --skill swe-cli-skills -a claude-code

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

GitHub CLI

$ gh skill install SylphAI-Inc/skills swe-cli-skills --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/SylphAI-Inc/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/swe-cli-skills .claude/skills/swe-cli-skills && 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/

Paste into Claude Code

Install the "swe-cli-skills" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/swe-cli-skills into .claude/skills/swe-cli-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swe-cli-skills", 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

$skill-installer install https://github.com/SylphAI-Inc/skills/tree/main/skills/swe-cli-skills

Type 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.

skills CLI

$ npx skills add SylphAI-Inc/skills --skill swe-cli-skills -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install SylphAI-Inc/skills swe-cli-skills --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/swe-cli-skills .agents/skills/swe-cli-skills && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "swe-cli-skills" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/swe-cli-skills into .agents/skills/swe-cli-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swe-cli-skills", 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.

skills CLI

$ npx skills add SylphAI-Inc/skills --skill swe-cli-skills -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install SylphAI-Inc/skills swe-cli-skills --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/swe-cli-skills .cursor/skills/swe-cli-skills && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "swe-cli-skills" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/swe-cli-skills into .cursor/skills/swe-cli-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swe-cli-skills", 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

$ gemini skills install https://github.com/SylphAI-Inc/skills.git --path skills/swe-cli-skills

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add SylphAI-Inc/skills --skill swe-cli-skills -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install SylphAI-Inc/skills swe-cli-skills --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/swe-cli-skills .gemini/skills/swe-cli-skills && rm -rf skills-src

Use ~/.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/

Paste into Gemini CLI

Install the "swe-cli-skills" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/swe-cli-skills into .gemini/skills/swe-cli-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swe-cli-skills", 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.

GitHub CLI

$ gh skill install SylphAI-Inc/skills swe-cli-skills

Installs 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).

skills CLI

$ npx skills add SylphAI-Inc/skills --skill swe-cli-skills -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/swe-cli-skills .github/skills/swe-cli-skills && rm -rf skills-src

Use ~/.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/

Paste into GitHub Copilot

Install the "swe-cli-skills" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/swe-cli-skills into .github/skills/swe-cli-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swe-cli-skills", 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.

skills CLI

$ npx skills add SylphAI-Inc/skills --skill swe-cli-skills -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install SylphAI-Inc/skills swe-cli-skills --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/swe-cli-skills .opencode/skills/swe-cli-skills && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "swe-cli-skills" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/swe-cli-skills into .opencode/skills/swe-cli-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swe-cli-skills", 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: swe-cli-skills
GitHub stars: 112
Token cost: ~1.7k tokens
SKILL.md length: 707 words
Files: 44
Skills in repo: 8
Repo updated: Sep 22, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Senior engineer CLI expertise for AI agents — workflows, safety guardrails, gotchas, and anti-patterns across cloud, IaC, containers, databases, dev tools, and platforms

Works in 2 steps: Read this root SKILL.md to find the… → Read only the specific CLI guide you…
Tasks that involve Infrastructure as code
SKILL.md covers When to Use This Skill, Available CLI Guides, Quick Reference: Critical… and Token Efficiency, plus 1 more section
Calls terraform, npm and kubectl

What it does

Swe CLI Skills is an agent skill from SylphAI-Inc/skills. Senior engineer CLI expertise for AI agents — workflows, safety guardrails, gotchas, and anti-patterns across cloud, IaC, containers, databases, dev tools, and platforms

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 47 other files (for example `CONTRIBUTING.md`, `README.md` and `SKILL_TEMPLATE.md`).

It sits in DevOps & Cloud, covering Infrastructure as code, Git workflow and Containers. It works with Git, Amazon Web Services and Google Cloud. The repository describes itself as: Community-shareable skills for AdaL — the automation-first agent harness. The licence is MIT.

When your agent uses it

Tasks that involve Infrastructure as code
Tasks that involve Git workflow
Tasks that involve Containers

Example prompts

“/swe-cli-skills”

Requirements

Node.js
Docker

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

Read this root SKILL.md to find the right category
Read only the specific CLI guide you need (e.g., skills/cloud/aws.md)

What it can do on your machine

Read from SKILL.md and the folder at commit 51a5abd. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- terraform
- npm
- kubectl
- helm
- git
- stripe
- firebase
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm, kubectl, helm, git and firebase, which can reach the network depending on how they are called.
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

Swe CLI Skills loads about 1.7k tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 707 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~46
When it runs · the whole SKILL.md, loaded when a task matches: ~1.7k

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 passed

The automated check found no risky patterns in SKILL.md.

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 SylphAI-Inc/skills at commit 51a5abd, republished under its MIT licence (© SylphAI-Inc). 707 words, ~1,672 tokens.

Download SKILL.mdSave it as .claude/skills/swe-cli-skills/SKILL.md (or your agent's skills folder). This skill also uses 43 other files; get the full folder from GitHub.

name: swe-cli-skills
description: Senior engineer CLI expertise for AI agents — workflows, safety guardrails, gotchas, and anti-patterns across cloud, IaC, containers, databases, dev tools, and platforms

SWE CLI Skills

man pages for machines — Your agent knows the commands. We teach it the workflows.

This skill provides expert-level CLI knowledge for the tools software engineers use daily. Each guide encodes senior engineer judgment — not reference docs, but operational workflows, safety guardrails, flag gotchas, error recovery, and composition patterns.

When to Use This Skill

Load a specific CLI guide when:

You need to run complex CLI operations (multi-step workflows, piped commands)
You're unsure about flag ordering, safety checks, or non-interactive alternatives
You encounter a CLI error and need the actual fix (not generic advice)
You need to compose multiple CLIs together (e.g., aws → jq → xargs)

Available CLI Guides

Guides are organized by category. Read the category index or jump directly to a CLI guide.

☁️ Cloud (`skills/cloud/`)

CLI	File	Use For
AWS CLI	`skills/cloud/aws.md`	S3 filter ordering, IAM auth, EC2 queries, JMESPath, Lambda
gcloud	`skills/cloud/gcloud.md`	GCP project/config management, GKE, Cloud Run, IAM, logging
Azure CLI	`skills/cloud/azure.md`	Resource groups, AKS, App Service, RBAC, ARM deployments

🏗️ Infrastructure as Code (`skills/iac/`)

CLI	File	Use For
Terraform	`skills/iac/terraform.md`	State management, import workflows, safe apply, workspace migration

🐳 Containers & Orchestration (`skills/containers/`)

CLI	File	Use For
Docker	`skills/containers/docker.md`	Build cache, multi-stage builds, compose v2, cleanup, debugging
kubectl	`skills/containers/kubectl.md`	Context safety, namespace gotchas, rollout/rollback, pod debugging
Helm	`skills/containers/helm.md`	Values precedence, upgrade resets, rollback, chart debugging

🔀 Git & Version Control (`skills/git-vcs/`)

CLI	File	Use For
Git	`skills/git-vcs/git.md`	Non-interactive alternatives, rebase, merge, conflict resolution
GitHub CLI	`skills/git-vcs/gh.md`	PR workflows, issue management, releases, Actions

🛠️ Dev Tools (`skills/dev-tools/`)

CLI	File	Use For
jq	`skills/dev-tools/jq.md`	JSON filtering, select vs map, array ops, shell variable injection
sed	`skills/dev-tools/sed.md`	Stream editing, in-place substitution, macOS vs Linux portability
make	`skills/dev-tools/make.md`	Build automation, Makefile patterns, phony targets, variables
curl	`skills/dev-tools/curl.md`	Auth headers, multipart uploads, API debugging, response handling
SSH/SCP	`skills/dev-tools/ssh.md`	Tunneling, ProxyJump, key management, agent-safe patterns

📦 Package Managers (`skills/package-managers/`)

CLI	File	Use For
npm	`skills/package-managers/npm.md`	Dependency management, scripts, workspaces, publishing, lockfiles
pip & uv	`skills/package-managers/pip-uv.md`	Virtual envs, dependency resolution, uv acceleration, constraints

🗄️ Databases (`skills/databases/`)

CLI	File	Use For
psql	`skills/databases/psql.md`	Connection strings, non-interactive queries, backup/restore, meta-commands
redis-cli	`skills/databases/redis.md`	Connection, key operations, debugging, persistence, cluster management

🚀 Platforms & Services (`skills/platforms/`)

CLI	File	Use For
Stripe CLI	`skills/platforms/stripe.md`	Webhook testing, API debugging, fixtures, payment flow testing
Sentry CLI	`skills/platforms/sentry.md`	Release management, sourcemap uploads, deploy tracking
Vercel CLI	`skills/platforms/vercel.md`	Deployments, env vars, serverless functions, domains
Firebase CLI	`skills/platforms/firebase.md`	Hosting deploy, Firestore rules, auth emulators, Cloud Functions
flyctl	`skills/platforms/fly.md`	App deployment, scaling, secrets, regions, Machines API

Show full SKILL.md (304 more words)Show less

Quick Reference: Critical Gotchas

These are the highest-impact mistakes — check the full guide for details:

AWS S3: --exclude must come BEFORE --include (left-to-right evaluation)
Terraform: Always terraform plan after terraform import (detects drift)
Docker: Copy dependency files before source code (cache optimization)
kubectl: ALWAYS verify kubectl config current-context before apply
Helm: helm upgrade RESETS values not specified — use --reuse-values
Git: Use git --no-pager and --no-edit flags (agents have no TTY)
SSH: Use BatchMode=yes to prevent password prompt hangs
psql: Always use -v ON_ERROR_STOP=1 in scripts (psql continues after errors by default)
Redis: NEVER use KEYS * in production — use SCAN instead (blocks server)
gcloud: Always set --project explicitly in automation (don't rely on default project)
npm: Use npm ci in CI/CD, not npm install (ensures reproducible builds)
sed: sed -i behaves differently on macOS vs Linux — use -i.bak for portability
make: Indentation MUST be real tabs, not spaces (invisible error)
Stripe: stripe listen webhook secret changes on every restart — update your env var
Sentry: Sourcemap --url-prefix must exactly match browser request paths
Vercel: vercel without --prod deploys to preview, not production
Firebase: firebase deploy without --only deploys EVERYTHING

Token Efficiency

This skill uses a category sub-index architecture. Instead of loading all CLI guides at once:

Read this root SKILL.md to find the right category
Read only the specific CLI guide you need (e.g., skills/cloud/aws.md)

This keeps token usage minimal — load one guide (~200-400 lines) instead of the entire library.

Each Guide Contains

Setup & Auth — Installation and credential configuration
Core Workflows — The 20% of commands covering 80% of usage
Flag Gotchas — Ordering traps, version quirks, surprising defaults
Error Patterns — Real error messages → real fixes
Anti-Patterns — "Never do X because Y" with safe alternatives
Composability — How to pipe this CLI with others
Agent Constraints — Non-interactive alternatives, TTY workarounds

Files

SKILL.md and 43 other files in skills/swe-cli-skills of SylphAI-Inc/skills.

SKILL.md
.gitignore
CONTRIBUTING.md
LICENSE
README.md
SKILL_TEMPLATE.md
skills/cloud/INDEX.md
skills/cloud/aws.md
skills/cloud/azure.md
skills/cloud/gcloud.md
skills/containers/INDEX.md
skills/containers/docker.md
skills/containers/helm.md
skills/containers/kubectl.md
skills/databases/INDEX.md
skills/databases/psql.md
skills/databases/redis.md
… and 27 more

Open the folder on GitHubat commit 51a5abd

Compare with similar skills

Swe CLI Skills 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.

Swe CLI Skills compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Swe CLI Skills this skillSylphAI-Inc/skills	112	—	~1.7k	Automated safety check: Pass	MIT	17 days ago
Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit	260	6 repos	~1.1k	Automated safety check: Notes	Custom licence	7 mo ago
Agent Bom Scan InfraLeoYeAI/openclaw-master-skills	2.2k	—	~1.5k	Automated safety check: Pass	Apache-2.0	2 mo ago
Research To Deployjeremylongshore/tons-of-skills-marketplace	2.8k	—	~1.8k	Automated safety check: Pass	MIT	today
Discover Infrarand/cc-polymath	181	—	~783	Automated safety check: Pass	MIT	7 mo ago
Terravision Cloud Diagramspatrickchugh/terravision	1.6k	—	~5.6k	Automated safety check: Notes	AGPL-3.0-only	3 days ago

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Questions about Swe CLI Skills

What does Swe CLI Skills do?

Senior engineer CLI expertise for AI agents — workflows, safety guardrails, gotchas, and anti-patterns across cloud, IaC, containers, databases, dev tools, and platforms. Swe CLI Skills is an agent skill from SylphAI-Inc/skills.

When should I use Swe CLI Skills?

Swe CLI Skills fits situations like: tasks that involve Infrastructure as code; tasks that involve Git workflow; tasks that involve Containers.

How do I install Swe CLI Skills in Claude Code?

Run `npx skills add SylphAI-Inc/skills --skill swe-cli-skills -a claude-code`. Or copy the skill folder (skills/swe-cli-skills in SylphAI-Inc/skills) into .claude/skills/swe-cli-skills in your project. Claude Code loads it when a task matches its description.

How do I install Swe CLI Skills in Codex?

Run `npx skills add SylphAI-Inc/skills --skill swe-cli-skills -a codex`. Or copy the skill folder (skills/swe-cli-skills in SylphAI-Inc/skills) into .agents/skills/swe-cli-skills in your project. Codex loads it when a task matches its description.

Can I use Swe CLI Skills 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 SylphAI-Inc/skills --skill swe-cli-skills -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/swe-cli-skills, .gemini/skills/swe-cli-skills, .github/skills/swe-cli-skills and .opencode/skills/swe-cli-skills in your project.

What does Swe CLI Skills need to run?

Going by SKILL.md and its folder, Swe CLI Skills needs the command-line tools its instructions call (terraform, npm, kubectl, helm, git and stripe). Our summary lists: Node.js; Docker.

Does Swe CLI Skills access the network?

SKILL.md contains no URLs. Its commands use npm and git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Swe CLI Skills safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Swe CLI Skills use?

Swe CLI Skills is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Swe CLI Skills use?

About 1.7k tokens (SKILL.md is roughly 6.7k 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 Swe CLI Skills?

Skills that share tags, products or a category with Swe CLI Skills: Senior DevOps Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 260 stars), Agent Bom Scan Infra (LeoYeAI/openclaw-master-skills, 2.2k stars), Research To Deploy (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Discover Infra (rand/cc-polymath, 181 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Swe CLI Skills?

SylphAI-Inc (a GitHub organization) maintains it in SylphAI-Inc/skills, which has 112 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 22, 2026.

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

Install Swe CLI Skills

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

SWE CLI Skills

When to Use This Skill

Available CLI Guides

☁️ Cloud (skills/cloud/)

🏗️ Infrastructure as Code (skills/iac/)

🐳 Containers & Orchestration (skills/containers/)

🔀 Git & Version Control (skills/git-vcs/)

🛠️ Dev Tools (skills/dev-tools/)

📦 Package Managers (skills/package-managers/)

🗄️ Databases (skills/databases/)

🚀 Platforms & Services (skills/platforms/)

Quick Reference: Critical Gotchas

Token Efficiency

Each Guide Contains

Files

Compare with similar skills

Similar skills

More from SylphAI-Inc/skills

Related

Questions about Swe CLI Skills

☁️ Cloud (`skills/cloud/`)

🏗️ Infrastructure as Code (`skills/iac/`)

🐳 Containers & Orchestration (`skills/containers/`)

🔀 Git & Version Control (`skills/git-vcs/`)

🛠️ Dev Tools (`skills/dev-tools/`)

📦 Package Managers (`skills/package-managers/`)

🗄️ Databases (`skills/databases/`)

🚀 Platforms & Services (`skills/platforms/`)