Exposed Bug Fix Workflow
JetBrains/Exposed
Takes a GitHub or YouTrack issue for the Exposed project through reproduction, a failing test, a fix, validation and a pull request.
Comprehensive skills for creating, compiling, debugging, and managing GitHub Agentic Workflows (gh-aw) with best practices and common patterns
Install Gh Aw Operations
$ npx skills add thomast1906/github-copilot-agent-skills --skill gh-aw-operations -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install thomast1906/github-copilot-agent-skills gh-aw-operations --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/thomast1906/github-copilot-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/gh-aw-operations .claude/skills/gh-aw-operations && 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 "gh-aw-operations" agent skill from https://github.com/thomast1906/github-copilot-agent-skills/tree/main/.github/skills/gh-aw-operations into .claude/skills/gh-aw-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-aw-operations", 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/thomast1906/github-copilot-agent-skills/tree/main/.github/skills/gh-aw-operationsType 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 thomast1906/github-copilot-agent-skills --skill gh-aw-operations -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install thomast1906/github-copilot-agent-skills gh-aw-operations --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thomast1906/github-copilot-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/gh-aw-operations .agents/skills/gh-aw-operations && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "gh-aw-operations" agent skill from https://github.com/thomast1906/github-copilot-agent-skills/tree/main/.github/skills/gh-aw-operations into .agents/skills/gh-aw-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-aw-operations", 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 thomast1906/github-copilot-agent-skills --skill gh-aw-operations -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install thomast1906/github-copilot-agent-skills gh-aw-operations --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thomast1906/github-copilot-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/gh-aw-operations .cursor/skills/gh-aw-operations && 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 "gh-aw-operations" agent skill from https://github.com/thomast1906/github-copilot-agent-skills/tree/main/.github/skills/gh-aw-operations into .cursor/skills/gh-aw-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-aw-operations", 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/thomast1906/github-copilot-agent-skills.git --path .github/skills/gh-aw-operations--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 thomast1906/github-copilot-agent-skills --skill gh-aw-operations -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install thomast1906/github-copilot-agent-skills gh-aw-operations --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thomast1906/github-copilot-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/gh-aw-operations .gemini/skills/gh-aw-operations && 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 "gh-aw-operations" agent skill from https://github.com/thomast1906/github-copilot-agent-skills/tree/main/.github/skills/gh-aw-operations into .gemini/skills/gh-aw-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-aw-operations", 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 thomast1906/github-copilot-agent-skills gh-aw-operationsInstalls 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 thomast1906/github-copilot-agent-skills --skill gh-aw-operations -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/thomast1906/github-copilot-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/gh-aw-operations .github/skills/gh-aw-operations && 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 "gh-aw-operations" agent skill from https://github.com/thomast1906/github-copilot-agent-skills/tree/main/.github/skills/gh-aw-operations into .github/skills/gh-aw-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-aw-operations", 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 thomast1906/github-copilot-agent-skills --skill gh-aw-operations -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install thomast1906/github-copilot-agent-skills gh-aw-operations --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/thomast1906/github-copilot-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/gh-aw-operations .opencode/skills/gh-aw-operations && 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 "gh-aw-operations" agent skill from https://github.com/thomast1906/github-copilot-agent-skills/tree/main/.github/skills/gh-aw-operations into .opencode/skills/gh-aw-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-aw-operations", 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
gh-aw-operations- GitHub stars
- 202
- Token cost
- ~2.8k tokens
- SKILL.md length
- 570 words
- Files
- 2 (incl. references)
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- None found
At a glance
Comprehensive skills for creating, compiling, debugging, and managing GitHub Agentic Workflows (gh-aw) with best practices and common patterns
- Tasks that involve Pull requests
- SKILL.md covers When to Use, Skill 1: Frontmatter…, Skill 2: Safe-Outputs… and Skill 3: MCP Server Integration, plus 2 more sections
- Calls gh; reaches raw.githubusercontent.com; needs API_KEY
- Tasks that involve Debugging
What it does
Gh Aw Operations is an agent skill from thomast1906/github-copilot-agent-skills. Comprehensive skills for creating, compiling, debugging, and managing GitHub Agentic Workflows (gh-aw) with best practices and common patterns
Its SKILL.md is about 2.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/GH-AW-PATTERNS.md`).
It sits in Development, covering Pull requests and Debugging. It works with GitHub and Model Context Protocol. The repository describes itself as: Repo containing my GitHub Copilot Agent & Skills - continually experimenting!
When your agent uses it
- Tasks that involve Pull requests
- Tasks that involve Debugging
Example prompts
- “/gh-aw-operations”
Requirements
- A credential in API_KEY
What it can do on your machine
Read from SKILL.md and the folder at commit 554ac0b. 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:
gh
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
raw.githubusercontent.com
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
Gh Aw Operations loads about 2.8k tokens when it runs, and up to ~5.6k if it reads all its reference files. Until then it costs about 40 tokens; SKILL.md has 570 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 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 570 words (~2,812 tokens).
“This skill provides expertise in creating, managing, and troubleshooting GitHub Agentic Workflows (gh-aw framework).”
- name
- gh-aw-operations
- metadata.author
- Thomas Thornton
- metadata.version
- 1.0.0
- metadata.last-updated
- 2026-05-19
- metadata.category
- automation
- metadata.tags
- github-agentic-workflows, gh-aw, automation, ci-cd, ai-workflows
Files
SKILL.md and 1 other file (references) in .github/skills/gh-aw-operations of thomast1906/github-copilot-agent-skills.
- SKILL.md
- references/GH-AW-PATTERNS.md
Open the folder on GitHubat commit 554ac0b
Compare with similar skills
Gh Aw Operations 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 |
|---|---|---|---|---|---|---|
| Gh Aw Operations this skillthomast1906/github-copilot-agent-skills | 202 | — | ~2.8k | Automated safety check: Pass | None | |
| Exposed Bug Fix WorkflowJetBrains/Exposed | 9.3k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | |
| Plane Release Notes Generatormakeplane/plane | 61k | — | ~2.5k | Automated safety check: Pass | AGPL-3.0 | |
| Octocode Code Researchbgauryy/octocode | 949 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Mariadb Operator PR Reviewmariadb-operator/mariadb-operator | 1k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Link Ticket To SessionJayantDevkar/claude-code-karma | 329 | — | ~1.8k | Automated safety check: Notes | Apache-2.0 |
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Octocode Code Research
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Researches code with evidence: traces callers, imports and cross-repo links, diagnoses failures and reports findings with exact file and line references and a confidence label.
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mariadb-operator/mariadb-operator
Perform a structured maintainer-style PR review for the mariadb-operator repository.
Link Ticket To Session
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Link the current Claude Code session to a ticket (Linear, Jira, GitHub Issues, or GitHub Pull Requests) and cache its title/status in karma.
Code Review
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Review Semiotic pull requests for behavioral bugs, regressions, contract drift, and missing evidence.
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Related
Works with
Categories
Questions about Gh Aw Operations
What does Gh Aw Operations do?
Comprehensive skills for creating, compiling, debugging, and managing GitHub Agentic Workflows (gh-aw) with best practices and common patterns. Gh Aw Operations is an agent skill from thomast1906/github-copilot-agent-skills.
When should I use Gh Aw Operations?
Gh Aw Operations fits situations like: tasks that involve Pull requests; tasks that involve Debugging.
How do I install Gh Aw Operations in Claude Code?
Run `npx skills add thomast1906/github-copilot-agent-skills --skill gh-aw-operations -a claude-code`. Or copy the skill folder (.github/skills/gh-aw-operations in thomast1906/github-copilot-agent-skills) into .claude/skills/gh-aw-operations in your project. Claude Code loads it when a task matches its description.
How do I install Gh Aw Operations in Codex?
Run `npx skills add thomast1906/github-copilot-agent-skills --skill gh-aw-operations -a codex`. Or copy the skill folder (.github/skills/gh-aw-operations in thomast1906/github-copilot-agent-skills) into .agents/skills/gh-aw-operations in your project. Codex loads it when a task matches its description.
Can I use Gh Aw Operations 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 thomast1906/github-copilot-agent-skills --skill gh-aw-operations -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gh-aw-operations, .gemini/skills/gh-aw-operations, .github/skills/gh-aw-operations and .opencode/skills/gh-aw-operations in your project.
What does Gh Aw Operations need to run?
Going by SKILL.md and its folder, Gh Aw Operations needs the command-line tools its instructions call (gh) and credentials named API_KEY. Our summary lists: A credential in API_KEY.
Does Gh Aw Operations access the network?
SKILL.md names 1 domain. In commands or code: raw.githubusercontent.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Gh Aw Operations 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 Gh Aw Operations use?
No licence was found for Gh Aw Operations or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Gh Aw Operations use?
About 2.8k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 2.8k tokens, read only when the agent opens those files.
What are the alternatives to Gh Aw Operations?
Skills that share tags, products or a category with Gh Aw Operations: Exposed Bug Fix Workflow (JetBrains/Exposed, 9.3k stars), Plane Release Notes Generator (makeplane/plane, 61k stars), Octocode Code Research (bgauryy/octocode, 949 stars) and Mariadb Operator PR Review (mariadb-operator/mariadb-operator, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Gh Aw Operations?
thomast1906 (a GitHub user) maintains it in thomast1906/github-copilot-agent-skills, which has 202 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 7, 2026.
Source: thomast1906/github-copilot-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.