Bailian Managed Agent CLI
modelstudioai/cli
Manages Alibaba Cloud Bailian managed agents as infrastructure as code with the bl managed-agent command, previewing every change before apply or destroy.
Human-in-the-loop approval workflow for high-risk agent operations (file deletions, deployments, config changes).
Install Hitl Approval
$ npx skills add nwiizo/ccswarm --skill hitl-approval -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nwiizo/ccswarm hitl-approval --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/nwiizo/ccswarm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/hitl-approval .claude/skills/hitl-approval && 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 "hitl-approval" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/hitl-approval into .claude/skills/hitl-approval/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hitl-approval", 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/nwiizo/ccswarm/tree/master/.agents/skills/hitl-approvalType 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 nwiizo/ccswarm --skill hitl-approval -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nwiizo/ccswarm hitl-approval --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/hitl-approval .agents/skills/hitl-approval && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hitl-approval" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/hitl-approval into .agents/skills/hitl-approval/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hitl-approval", 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 nwiizo/ccswarm --skill hitl-approval -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nwiizo/ccswarm hitl-approval --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/hitl-approval .cursor/skills/hitl-approval && 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 "hitl-approval" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/hitl-approval into .cursor/skills/hitl-approval/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hitl-approval", 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/nwiizo/ccswarm.git --path .agents/skills/hitl-approval--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 nwiizo/ccswarm --skill hitl-approval -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nwiizo/ccswarm hitl-approval --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/hitl-approval .gemini/skills/hitl-approval && 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 "hitl-approval" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/hitl-approval into .gemini/skills/hitl-approval/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hitl-approval", 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 nwiizo/ccswarm hitl-approvalInstalls 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 nwiizo/ccswarm --skill hitl-approval -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/hitl-approval .github/skills/hitl-approval && 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 "hitl-approval" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/hitl-approval into .github/skills/hitl-approval/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hitl-approval", 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 nwiizo/ccswarm --skill hitl-approval -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nwiizo/ccswarm hitl-approval --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwiizo/ccswarm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/hitl-approval .opencode/skills/hitl-approval && 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 "hitl-approval" agent skill from https://github.com/nwiizo/ccswarm/tree/master/.agents/skills/hitl-approval into .opencode/skills/hitl-approval/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hitl-approval", 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
hitl-approval- GitHub stars
- 153
- Token cost
- ~290 tokens
- SKILL.md length
- 68 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- MIT
At a glance
Human-in-the-loop approval workflow for high-risk agent operations (file deletions, deployments, config changes).
- Tasks that involve Human-in-the-loop approvals
- SKILL.md covers Gates, Commands and Risk Levels
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Deployment
What it does
Hitl Approval is an agent skill from nwiizo/ccswarm. Human-in-the-loop approval workflow for high-risk agent operations (file deletions, deployments, config changes).
Its SKILL.md is about 290 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 Agent Workflows, covering Human-in-the-loop approvals and Deployment. The repository describes itself as: Multi-agent orchestration system using Claude Code with Git worktree isolation and specialized AI agents for collaborative development. The licence is MIT.
When your agent uses it
- Tasks that involve Human-in-the-loop approvals
- Tasks that involve Deployment
Example prompts
- “/hitl-approval”
What it can do on your machine
Read from SKILL.md and the folder at commit 611bf15. 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 (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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Hitl Approval loads about 290 tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 68 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
The full file from nwiizo/ccswarm at commit 611bf15, republished under its MIT licence (© nwiizo). 68 words, ~290 tokens.
Download SKILL.mdSave it as
.claude/skills/hitl-approval/SKILL.md (or your agent's skills folder).- name
- hitl-approval
- description
- Human-in-the-loop approval workflow for high-risk agent operations (file deletions, deployments, config changes).
- user-invocable
- true
- argument-hint
- [gate-type] [--id run-id]
Manage human-in-the-loop approval gates for ccswarm agent operations.
Gates
| Gate | When Required | Risk Level |
|---|---|---|
| plan | Before executing multi-step plans | Medium |
| risky-edit | File deletions, production configs | High |
| deploy | Deployment actions | Critical |
| merge | PR merge operations | High |
Commands
# Request approval
ccswarm approve $ARGUMENTS
# List pending approvals
ccswarm approve list
# Approve with comment
ccswarm approve $ARGUMENTS --id <run-id>
# Reject with reason
ccswarm approve $ARGUMENTS --id <run-id> --reject --reason "explanation"Risk Levels
| Level | Action | HITL Required |
|---|---|---|
| Low | Read operations | No |
| Medium | Local file writes | Optional |
| High | External modifications | Yes |
| Critical | Production changes | Always |
All HITL decisions are logged to .ccswarm/runs/ audit trail.
© nwiizo, MIT. 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 .agents/skills/hitl-approval of nwiizo/ccswarm.
Open the folder on GitHubat commit 611bf15
Compare with similar skills
Hitl Approval 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 |
|---|---|---|---|---|---|---|
| Hitl Approval this skillnwiizo/ccswarm | 153 | — | ~290 | Automated safety check: Pass | MIT | |
| Bailian Managed Agent CLImodelstudioai/cli | 542 | — | ~3.5k | Automated safety check: Notes | Apache-2.0 | |
| Deploying Scalable Agentsmicrosoft/ai-agents-for-beginners | 77k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Deploying Scalable Agentsmicrosoft/ai-agents-for-beginners | 77k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Files Memory SystemLeoYeAI/openclaw-master-skills | 2.2k | — | ~3.8k | Automated safety check: Pass | MIT | |
| Phase 7 Independent EvaluatorXilinx/mlir-air | 150 | — | ~2.4k | Automated safety check: Pass | MIT |
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Files Memory System
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Multi-context memory management system for OpenClaw agents with group-isolated storage, global shared memory, workspace organization, and group-specific skills isolation.
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Related
Categories
Questions about Hitl Approval
What does Hitl Approval do?
Human-in-the-loop approval workflow for high-risk agent operations (file deletions, deployments, config changes). Hitl Approval is an agent skill from nwiizo/ccswarm. Human-in-the-loop approval workflow for high-risk agent operations (file deletions, deployments, config changes).
When should I use Hitl Approval?
Hitl Approval fits situations like: tasks that involve Human-in-the-loop approvals; tasks that involve Deployment.
How do I install Hitl Approval in Claude Code?
Run `npx skills add nwiizo/ccswarm --skill hitl-approval -a claude-code`. Or copy the skill folder (.agents/skills/hitl-approval in nwiizo/ccswarm) into .claude/skills/hitl-approval in your project. Claude Code loads it when a task matches its description.
How do I install Hitl Approval in Codex?
Run `npx skills add nwiizo/ccswarm --skill hitl-approval -a codex`. Or copy the skill folder (.agents/skills/hitl-approval in nwiizo/ccswarm) into .agents/skills/hitl-approval in your project. Codex loads it when a task matches its description.
Can I use Hitl Approval 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 nwiizo/ccswarm --skill hitl-approval -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hitl-approval, .gemini/skills/hitl-approval, .github/skills/hitl-approval and .opencode/skills/hitl-approval in your project.
What does Hitl Approval need to run?
SKILL.md names no scripts, command-line tools or credentials: Hitl Approval is instructions for the agent only.
Does Hitl Approval 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 Hitl Approval 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 Hitl Approval use?
Hitl Approval is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Hitl Approval use?
About 290 tokens (SKILL.md is roughly 1.2k 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 Hitl Approval?
Skills that share tags, products or a category with Hitl Approval: Bailian Managed Agent CLI (modelstudioai/cli, 542 stars), Deploying Scalable Agents (microsoft/ai-agents-for-beginners, 77k stars), Deploying Scalable Agents (microsoft/ai-agents-for-beginners, 77k stars) and Files Memory System (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hitl Approval?
nwiizo (a GitHub user) maintains it in nwiizo/ccswarm, which has 153 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on October 9, 2026.
Source: nwiizo/ccswarm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.