Agent SkillsHKUDS/CLI-Anything › cli-anything-hermes

cli-anything-hermes

GitHub

指导 Hermes Agent 为 GUI 应用或源码构建、完善、测试及验证 CLI-Anything 适配工具集,支持新建、优化、测试和校验流程。

hermes-skill/SKILL.md HKUDS/CLI-Anything

Trigger Scenarios

用户希望为特定软件生成 CLI 自动化控制脚本 需要为现有 GUI 应用创建命令行交互接口 要求对已生成的 CLI 适配器进行功能补全或回归测试

Install

npx skills add HKUDS/CLI-Anything --skill cli-anything-hermes -g -y
More Options

Non-standard path

npx skills add https://github.com/HKUDS/CLI-Anything/tree/main/hermes-skill -g -y

Use without installing

npx skills use HKUDS/CLI-Anything@cli-anything-hermes

指定 Agent (Claude Code)

npx skills add HKUDS/CLI-Anything --skill cli-anything-hermes -a claude-code -g -y

安装 repo 全部 skill

npx skills add HKUDS/CLI-Anything --all -g -y

预览 repo 内 skill

npx skills add HKUDS/CLI-Anything --list

SKILL.md

Frontmatter
{
    "name": "cli-anything-hermes",
    "description": "Use when the user wants Hermes Agent to build, refine, test, or validate a CLI-Anything harness for a GUI application or source repository. Adapts the CLI-Anything methodology to Hermes without changing the generated Python harness format."
}

CLI-Anything for Hermes Agent

Use this skill when the user wants Hermes Agent to act like the CLI-Anything builder.

Before implementation, use the full methodology source of truth when available:

  1. If this skill is being used from inside the CLI-Anything repository, read ../cli-anything-plugin/HARNESS.md first.
  2. If that local file is unavailable, clone or download cli-anything-plugin from https://github.com/HKUDS/CLI-Anything/tree/main/cli-anything-plugin, then use HARNESS.md and the resources around it from that folder.
  3. Only if both local and network retrieval fail, follow the condensed rules below.

Inputs

Accept either:

  • A local source path such as ./gimp or /path/to/software
  • A GitHub repository URL

Derive the software name from the local directory name after cloning if needed.

Hermes Tool Bindings

Hermes agents build harnesses by combining these built-in tools:

Tool Role in Harness Workflow
terminal Run shell commands, install packages, execute CLI tools, run tests
execute_code Generate and write Python files (Click CLI, backend modules, tests)
delegate_task Parallelize analysis or generation subtasks
read_file / write_file Read and write harness source files
patch Make targeted edits to generated code

Consult the Hermes Agent documentation for the exact tool invocation syntax.

Modes

Build

Use when the user wants a new harness.

Produce this structure:

<software>/
└── agent-harness/
    ├── <SOFTWARE>.md
    ├── setup.py
    └── cli_anything/
        └── <software>/
            ├── README.md
            ├── __init__.py
            ├── __main__.py
            ├── <software>_cli.py
            ├── core/
            ├── utils/
            └── tests/

Implement a stateful Click CLI with:

  • one-shot subcommands
  • REPL mode as the default when no subcommand is given
  • --json machine-readable output
  • session state with undo/redo where the target software supports it

Refine

Use when the harness already exists.

First inventory current commands and tests, then do gap analysis against the target software. Prefer:

  • high-impact missing features
  • easy wrappers around existing backend APIs or CLIs
  • additions that compose well with existing commands

Do not remove existing commands unless the user explicitly asks for a breaking change.

Test

Plan tests before writing them. Keep both:

  • test_core.py for unit coverage
  • test_full_e2e.py for workflow and backend validation

When possible, test the installed command via subprocess using cli-anything-<software> rather than only module imports.

Validate

Check that the harness:

  • uses the cli_anything.<software> namespace package layout
  • has an installable setup.py entry point
  • supports JSON output
  • has a REPL default path
  • documents usage and tests

Backend Rules

Prefer the real software backend over reimplementation. Wrap the actual executable or scripting interface in utils/<software>_backend.py when possible. Use synthetic reimplementation only when the project explicitly requires it or no viable native backend exists.

Packaging Rules

  • Use find_namespace_packages(include=["cli_anything.*"])
  • Keep cli_anything/ as a namespace package without a top-level __init__.py
  • Expose cli-anything-<software> through console_scripts

Workflow

  1. Acquire the source tree locally (clone or use existing path).
  2. Analyze architecture, data model, existing CLIs, and GUI-to-API mappings.
  3. Design command groups and state model.
  4. Implement the harness.
  5. Write TEST.md, then tests, then run them.
  6. Update README usage docs.
  7. Verify local installation with pip install -e .

Existing Harnesses (Reference)

For an up-to-date list of supported harnesses and their backend patterns, see registry.json at the repository root.

Output Expectations

When reporting progress or final results, include:

  • target software and source path
  • files added or changed
  • validation commands run
  • open risks or backend limitations

Version History

  • 6f372d3 Current 2026-08-20 06:41

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