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Agent skill

GitHub Ops

by automateyournetwork in automateyournetwork/netclaw

GitHub repository operations — issues, PRs, code search, and config-as-code workflows.

Apache-2.0Auto-check passedDevelopment

Install GitHub Ops

skills CLI
$ npx skills add automateyournetwork/netclaw --skill github-ops -a claude-code

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

GitHub CLI
$ gh skill install automateyournetwork/netclaw github-ops --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/automateyournetwork/netclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/workspace/skills/github-ops .claude/skills/github-ops && 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
github-ops
GitHub stars
674
Token cost
~690 tokens
SKILL.md length
338 words
Files
1
Skills in repo
218
Repo updated
First seen
Licence
Apache-2.0

At a glance

GitHub repository operations — issues, PRs, code search, and config-as-code workflows.

  • Works in 4 steps: Create a GitHub issue with the finding… → Include device name, symptom,… → Label appropriately (bug, security,… → …
  • Creating a GitHub issue for a network finding
  • SKILL.md covers Available Capabilities, Workflow Patterns, Environment Variables and Important Rules, plus 1 more section
  • Needs GITHUB_PERSONAL_ACCESS_TOKEN

What it does

GitHub Ops is an agent skill from automateyournetwork/netclaw. GitHub repository operations — issues, PRs, code search, and config-as-code workflows. Use when creating a GitHub issue for a network finding, opening a pull request for a config change, searching repos for IP or VLAN references, or committing an audit report to a repository.

Its SKILL.md is about 690 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development, covering Pull requests and Codebase onboarding. It works with GitHub. The repository describes itself as: An AI agent that claws through your network. The licence is Apache-2.0.

When your agent uses it

  • Creating a GitHub issue for a network finding
  • Opening a pull request for a config change
  • Searching repos for IP
  • VLAN references

Example prompts

  • “/github-ops”

Requirements

  • A credential in GITHUB_PERSONAL_ACCESS_TOKEN

Workflow steps

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

  1. Create a GitHub issue with the finding details
  2. Include device name, symptom, recommended fix
  3. Label appropriately (bug, security, performance)
  4. Reference the GAIT session ID for audit trail

What it can do on your machine

Read from SKILL.md and the folder at commit 95bb17e. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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:

    • GITHUB_PERSONAL_ACCESS_TOKEN

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

Context cost

GitHub Ops loads about 690 tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 338 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~690

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 automateyournetwork/netclaw at commit 95bb17e, republished under its Apache-2.0 licence (© automateyournetwork). 338 words, ~690 tokens.

Download SKILL.mdSave it as .claude/skills/github-ops/SKILL.md (or your agent's skills folder).
name
github-ops
description
GitHub repository operations — issues, PRs, code search, and config-as-code workflows. Use when creating a GitHub issue for a network finding, opening a pull request for a config change, searching repos for IP or VLAN references, or committing an audit report to a repository.
version
1.0.0
license
Apache-2.0
tags
github, version-control, change-management

GitHub Operations Skill

Available Capabilities

Repository Operations
  • Search repositories, list branches, get file contents
  • Create/update files, create branches
  • Compare branches, list commits
Issues
  • Create, list, search, update, and comment on issues
  • Use issues to track network findings, audit results, and remediation tasks
Pull Requests
  • Create PRs for config changes, list PRs, get PR details
  • Review and merge PRs, add comments
  • Search across repositories for configuration patterns
  • Find references to specific IPs, VLANs, ACLs in config repos
GitHub Actions
  • List workflow runs, get workflow status
  • Trigger workflows for automated testing

Workflow Patterns

Network Finding → GitHub Issue

When you discover a network problem (via pyATS, health check, etc.):

  1. Create a GitHub issue with the finding details
  2. Include device name, symptom, recommended fix
  3. Label appropriately (bug, security, performance)
  4. Reference the GAIT session ID for audit trail
Config Change → Pull Request

When a config change is approved:

  1. Create a branch from main
  2. Commit the new/updated config file
  3. Open a PR with change details and ServiceNow CR number
  4. Link the PR in the GAIT audit trail
Audit Report → Repository

After health checks or audits:

  1. Commit the report as a markdown file
  2. Organize by date: reports/YYYY-MM-DD/
  3. Include raw data and AI analysis

Environment Variables

  • GITHUB_PERSONAL_ACCESS_TOKEN — GitHub PAT with repo access

Important Rules

  • Never commit secrets, passwords, or API keys to repositories
  • Always create a branch for changes — never push directly to main
  • Include meaningful commit messages describing the network change
  • Reference ServiceNow CR numbers in PR descriptions when applicable

Failure Behavior

  • On a tool error (timeout, unreachable host, malformed response), report the failure and its error message directly to the user rather than fabricating or guessing at results.
  • For a confirmed read-only call, check connectivity and retry once if appropriate. For any call that changes state or sends a message, a timeout does not prove the action failed: inspect current state or delivery status before retrying, preserve the required approval/change gates, and do not repeat an action whose outcome is unknown.

© automateyournetwork, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in workspace/skills/github-ops of automateyournetwork/netclaw.

Open the folder on GitHubat commit 95bb17e

Compare with similar skills

GitHub Ops 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.

GitHub Ops compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
GitHub Ops this skillautomateyournetwork/netclaw674—~690Automated safety check: PassApache-2.0
Onboard Team Area in Databricks CLIdatabricks/cli404—~851Automated safety check: NotesCustom licence
CodeScope Codebase Graph AnalysisQwenLM/qwen-code28k1 repos~9.3kAutomated safety check: PassApache-2.0
Code Tourgithub/awesome-copilot40k1 repos~5.6kAutomated safety check: PassMIT
GitHub MCPvibeeval/vibecosystem531—~2.3kAutomated safety check: NotesMIT
PR Babysitteropeninterpreter/openinterpreter69k3 repos~4.2kAutomated safety check: PassApache-2.0

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Works with

Categories

Questions about GitHub Ops

What does GitHub Ops do?

GitHub repository operations — issues, PRs, code search, and config-as-code workflows. GitHub Ops is an agent skill from automateyournetwork/netclaw. GitHub repository operations — issues, PRs, code search, and config-as-code workflows.

When should I use GitHub Ops?

GitHub Ops fits situations like: creating a GitHub issue for a network finding; opening a pull request for a config change; searching repos for IP; VLAN references.

How do I install GitHub Ops in Claude Code?

Run `npx skills add automateyournetwork/netclaw --skill github-ops -a claude-code`. Or copy the skill folder (workspace/skills/github-ops in automateyournetwork/netclaw) into .claude/skills/github-ops in your project. Claude Code loads it when a task matches its description.

How do I install GitHub Ops in Codex?

Run `npx skills add automateyournetwork/netclaw --skill github-ops -a codex`. Or copy the skill folder (workspace/skills/github-ops in automateyournetwork/netclaw) into .agents/skills/github-ops in your project. Codex loads it when a task matches its description.

Can I use GitHub Ops 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 automateyournetwork/netclaw --skill github-ops -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/github-ops, .gemini/skills/github-ops, .github/skills/github-ops and .opencode/skills/github-ops in your project.

What does GitHub Ops need to run?

Going by SKILL.md and its folder, GitHub Ops needs credentials named GITHUB_PERSONAL_ACCESS_TOKEN. Our summary lists: A credential in GITHUB_PERSONAL_ACCESS_TOKEN.

Does GitHub Ops 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 GitHub Ops 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 GitHub Ops use?

GitHub Ops is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does GitHub Ops use?

About 690 tokens (SKILL.md is roughly 2.8k 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 GitHub Ops?

Skills that share tags, products or a category with GitHub Ops: Onboard Team Area in Databricks CLI (databricks/cli, 404 stars), CodeScope Codebase Graph Analysis (QwenLM/qwen-code, 28k stars), Code Tour (github/awesome-copilot, 40k stars) and GitHub MCP (vibeeval/vibecosystem, 531 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains GitHub Ops?

automateyournetwork (a GitHub user) maintains it in automateyournetwork/netclaw, which has 674 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 5, 2026.

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