GitHub Sync Gate
R6410418/Jackrong-llm-finetuning-guide
Enforce this repository's local-review-first GitHub sync policy.
Use gh agent-task commands to create, run, and monitor agent tasks.
$ npx skills add github/gh-aw --skill gh-agent-task -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install github/gh-aw gh-agent-task --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/github/gh-aw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/gh-agent-task .claude/skills/gh-agent-task && 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-agent-task" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/gh-agent-task into .claude/skills/gh-agent-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-agent-task", 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/github/gh-aw/tree/main/.github/skills/gh-agent-taskType 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 github/gh-aw --skill gh-agent-task -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install github/gh-aw gh-agent-task --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/gh-agent-task .agents/skills/gh-agent-task && 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-agent-task" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/gh-agent-task into .agents/skills/gh-agent-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-agent-task", 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 github/gh-aw --skill gh-agent-task -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install github/gh-aw gh-agent-task --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/gh-agent-task .cursor/skills/gh-agent-task && 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-agent-task" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/gh-agent-task into .cursor/skills/gh-agent-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-agent-task", 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/github/gh-aw.git --path .github/skills/gh-agent-task--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 github/gh-aw --skill gh-agent-task -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install github/gh-aw gh-agent-task --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/gh-agent-task .gemini/skills/gh-agent-task && 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-agent-task" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/gh-agent-task into .gemini/skills/gh-agent-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-agent-task", 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 github/gh-aw gh-agent-taskInstalls 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 github/gh-aw --skill gh-agent-task -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/gh-agent-task .github/skills/gh-agent-task && 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-agent-task" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/gh-agent-task into .github/skills/gh-agent-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-agent-task", 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 github/gh-aw --skill gh-agent-task -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install github/gh-aw gh-agent-task --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/github/gh-aw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/gh-agent-task .opencode/skills/gh-agent-task && 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-agent-task" agent skill from https://github.com/github/gh-aw/tree/main/.github/skills/gh-agent-task into .opencode/skills/gh-agent-task/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gh-agent-task", 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.
gh-agent-taskUse gh agent-task commands to create, run, and monitor agent tasks.
Gh Agent Task is an agent skill from github/gh-aw, published by the product's own GitHub organization. Use gh agent-task commands to create, run, and monitor agent tasks.
Its SKILL.md is about 2.6k 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. It works with GitHub. The repository describes itself as: GitHub Agentic Workflows. The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit eb63040. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
ghFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comAlso links to:
docs.github.comgithub.github.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
COPILOT_GITHUB_TOKENGH_AW_GITHUB_TOKENGITHUB_TOKENGH_AW_COPILOT_TOKENCOPILOT_CLI_TOKENFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Gh Agent Task loads about 2.6k tokens when it runs. Until then it costs about 20 tokens; SKILL.md has 796 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.
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.
The full file from github/gh-aw at commit eb63040, republished under its MIT licence (© github). 796 words, ~2,567 tokens.
.claude/skills/gh-agent-task/SKILL.md (or your agent's skills folder).The gh agent-task extension creates GitHub Copilot coding agent tasks from the CLI. A task is a GitHub issue that triggers automated code changes from natural language instructions.
Repository: https://github.com/github/agent-task (internal GitHub extension)
Agent tasks are GitHub issues that:
Install via GitHub CLI:
gh extension install github/agent-taskNote: This extension requires authentication with a Personal Access Token (PAT) that has appropriate permissions for creating issues and pull requests.
Create a new agent task from a description:
# Create task with inline description
gh agent-task create "Fix the bug in authentication flow"
# Create task from file
gh agent-task create --from-file task-description.md
# Specify base branch
gh agent-task create --base develop "Implement new feature"
# Create in different repository
gh agent-task create --repo owner/repo "Update documentation"Command Parameters:
--from-file <path>: Read task description from file--base <branch>: Base branch for the pull request (default: repository default branch)--repo <owner/repo>: Target repository (default: current repository)Output Format: The command outputs the URL of the created agent task:
https://github.com/owner/repo/issues/123List agent tasks in a repository:
# List all agent tasks
gh agent-task list
# List with filters
gh agent-task list --state open
gh agent-task list --state closed
gh agent-task list --state allView details of a specific agent task:
# View by number
gh agent-task view 123
# View by URL
gh agent-task view https://github.com/owner/repo/issues/123Update an existing agent task:
# Update description
gh agent-task update 123 "Updated task description"
# Update from file
gh agent-task update 123 --from-file updated-description.mdAgent task descriptions should be clear, specific natural language instructions:
Good Example:
# Refactor User Authentication
Refactor the user authentication flow in `src/auth/login.js` to:
1. Use async/await instead of callbacks
2. Add proper error handling with specific error messages
3. Add input validation for email format
4. Update tests to cover the new implementation
Maintain backward compatibility with the existing API.Poor Example:
Fix authBest Practices:
The gh agent-task extension is used by the create-agent-task safe output feature in GitHub Agentic Workflows (gh-aw).
safe-outputs:
create-agent-task:
base: main # Base branch for agent task PR
target-repo: "owner/target-repo" # Cross-repository task creationon:
issues:
types: [labeled]
permissions:
contents: read
actions: read
engine: claude
safe-outputs:
create-agent-task:
base: main
# Code Task Delegator
When an issue is labeled with "code-task", analyze the requirements and create a GitHub Copilot coding agent task with detailed instructions for implementing the requested changes.The safe output processor:
create_agent_task items from the structured outputgh agent-task create --from-file <file> --base <branch>Environment Variables:
GITHUB_AW_AGENT_TASK_BASE: Base branch for the pull requestGITHUB_AW_TARGET_REPO: Target repository for cross-repo task creationGITHUB_AW_SAFE_OUTPUTS_STAGED: Preview mode flagAgent task creation requires elevated permissions beyond the default GITHUB_TOKEN:
Required Permissions:
contents: write - To create branches and commitsissues: write - To create the agent task issuepull-requests: write - To create pull requestsToken Precedence:
COPILOT_GITHUB_TOKEN - Dedicated Copilot operations token (recommended)GH_AW_GITHUB_TOKEN - General override token (legacy)github-token configuration fieldNote: The default GITHUB_TOKEN is not supported as it lacks required permissions. The COPILOT_CLI_TOKEN and GH_AW_COPILOT_TOKEN secrets are no longer supported as of v0.26+.
Store your Personal Access Token in repository secrets:
# In your repository settings, add secret:
# Name: COPILOT_GITHUB_TOKEN (recommended)
# Value: ghp_YourPersonalAccessToken:::note[Backward Compatibility]
Legacy token name GH_AW_GITHUB_TOKEN is still supported for backward compatibility. The GH_AW_COPILOT_TOKEN token is no longer supported as of v0.26+.
:::
Error: failed to create agent task
authentication requiredSolution: Configure COPILOT_GITHUB_TOKEN or legacy GH_AW_GITHUB_TOKEN with a PAT.
Error: 403 Forbidden
Resource not accessible by integrationSolution: Ensure the token has contents: write, issues: write, and pull-requests: write permissions.
Error: repository not foundSolution: Verify the target repository exists and the token has access to it.
When safe-outputs.staged: true, agent tasks are previewed without creation:
safe-outputs:
staged: true
create-agent-task:Staged Output:
## 🎭 Staged Mode: Create Agent Tasks Preview
The following agent tasks would be created if staged mode was disabled:
### Task 1
**Description:**
Refactor authentication to use async/await pattern
**Base Branch:** main
**Target Repository:** owner/repoon:
issues:
types: [labeled]
engine: claude
safe-outputs:
create-agent-task:
When issue is labeled with "needs-implementation", create an agent task with implementation instructions.on:
schedule:
- cron: "0 9 * * 1" # Monday 9AM
engine: copilot
safe-outputs:
create-agent-task:
base: develop
Analyze codebase for improvement opportunities and create agent tasks for top 3 improvements.on: workflow_dispatch
engine: claude
safe-outputs:
create-agent-task:
target-repo: "organization/backend-repo"
base: main
Create agent task in backend repository to implement the API changes described in this issue.Symptom: No error but no task created
Check:
COPILOT_GITHUB_TOKEN is set in repository secretsSymptom: Task created but no automated PR
Possible Causes:
Solution: Check repository Copilot settings and refine task description.
Symptom: Error when creating tasks in different repository
Check:
When used via safe outputs, the create-agent-task job provides outputs:
outputs:
task_number: "123"
task_url: "https://github.com/owner/repo/issues/123"Usage in Dependent Jobs:
jobs:
follow_up:
needs: create_agent_task
steps:
- name: Notify team
run: |
echo "Agent task created: ${{ needs.create_agent_task.outputs.task_url }}"© github, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .github/skills/gh-agent-task of github/gh-aw.
Open the folder on GitHubat commit eb63040
Gh Agent Task 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 Agent Task this skillgithub/gh-aw | 5.3k | — | ~2.6k | Automated safety check: Pass | MIT | |
| GitHub Sync GateR6410418/Jackrong-llm-finetuning-guide | 1.7k | — | ~316 | Automated safety check: Pass | Apache-2.0 | |
| Skills Constitutionjiabaobei/skills-constitution | 231 | — | ~5.6k | Automated safety check: Pass | MIT | |
| Cursor Agents Workflowlangfuse/langfuse | 35k | — | ~1.7k | Automated safety check: Pass | Custom licence | |
| Levyra Context EfficiencyLUC4N3X/Levyra-deepsound | 543 | — | ~1.3k | Automated safety check: Notes | GPL-3.0 | |
| Debug Sessionai-dynamo/dynamo | 8.2k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 |
R6410418/Jackrong-llm-finetuning-guide
Enforce this repository's local-review-first GitHub sync policy.
jiabaobei/skills-constitution
当 Agent 接到专业任务(编码/爬虫/文件操作/API调用/数据分析/文档/部署/推送等)时,强制先查记忆层和技能索引,有匹配必用、无匹配必搜、答复时自动推荐(排除已装)。用于防止 Agent 跳过技能直接硬扛通用能力。跨平台通用(WorkBuddy/Claude/ChatGPT/Cursor/Gemini 等 20+ 框架)。完整版本史见 CHANGELOG.md。
langfuse/langfuse
Human handoff, Linear branch names, reviewable (non-draft) PRs, the cursor GitHub label, Claude, Greptile, and Codex review comments, preview test steps, proof of work posted on the GitHub PR, and…
LUC4N3X/Levyra-deepsound
A skill your agent uses for genuinely high-volume Levyra work such as builds, tests, lint, logs, broad searches, dependency output, Git/GitHub or CodeRabbit inspection, CI diagnostics, agent setup…
ai-dynamo/dynamo
Sets up a structured debugging session for a Dynamo bug — pull the report from a Linear ticket, GitHub issue, or pasted text, capture the environment, create a persistent worklog markdown file, and…
juspay/neurolink
How to post clean, rich, deduplicated GitHub PR review comments — suggestion blocks, multi-line anchors, markers, formatting rules.
github/gh-aw
Drives a real browser from the command line with playwright-cli to open pages, interact, mock requests, save state and work with Playwright tests.
github/gh-aw
Designs and verifies a deterministic grader that measures whether a GitHub Agentic Workflow run reached its real-world or repository outcome.
github/gh-aw
Scaffolds, edits, reloads and debugs a canvas extension that the GitHub Copilot CLI can open in its side panel.
github/gh-aw
Drives an open pull request to merge-ready from inside a GitHub Copilot cloud agent, resolving review threads and local checks concurrently, without merging or retriggering CI.
github/gh-aw
Bumps gh-aw's pinned gh-aw-firewall version, rebuilds generated artifacts, and flags upstream spec or schema changes that need follow-up work.
github/gh-aw
Guide to the console struct tag system in gh-aw: headers, titles, number and cost formats, omitempty, and how structs, slices and maps render in the terminal.
Works with
Categories
Use gh agent-task commands to create, run, and monitor agent tasks. Gh Agent Task is an agent skill from github/gh-aw, published by the product's own GitHub organization. Use gh agent-task commands to create, run, and monitor agent tasks.
Gh Agent Task fits situations like: development work in your project.
Run `npx skills add github/gh-aw --skill gh-agent-task -a claude-code`. Or copy the skill folder (.github/skills/gh-agent-task in github/gh-aw) into .claude/skills/gh-agent-task in your project. Claude Code loads it when a task matches its description.
Run `npx skills add github/gh-aw --skill gh-agent-task -a codex`. Or copy the skill folder (.github/skills/gh-agent-task in github/gh-aw) into .agents/skills/gh-agent-task in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add github/gh-aw --skill gh-agent-task -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-agent-task, .gemini/skills/gh-agent-task, .github/skills/gh-agent-task and .opencode/skills/gh-agent-task in your project.
Going by SKILL.md and its folder, Gh Agent Task needs the command-line tools its instructions call (gh) and credentials named COPILOT_GITHUB_TOKEN, GH_AW_GITHUB_TOKEN, GITHUB_TOKEN and GH_AW_COPILOT_TOKEN. Our summary lists: A credential in GITHUB_TOKEN; A credential in COPILOT_GITHUB_TOKEN.
SKILL.md names 3 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: docs.github.com and github.github.com. This is read from the text; nothing was executed.
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.
Gh Agent Task is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Gh Agent Task: GitHub Sync Gate (R6410418/Jackrong-llm-finetuning-guide, 1.7k stars), Skills Constitution (jiabaobei/skills-constitution, 231 stars), Cursor Agents Workflow (langfuse/langfuse, 35k stars) and Levyra Context Efficiency (LUC4N3X/Levyra-deepsound, 543 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
github (a GitHub organization, an official publisher) maintains it in github/gh-aw, which has 5,350 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 7, 2026.
Source: github/gh-aw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.