Skip to content
Back to skills

Cli Anything

ASecurity

Use when the user wants Codex to build, refine, test, validate, or list CLI-Anything harnesses for GUI applications or source repositories. Adapts the full CLI-Anything methodology to Codex without changing the generated Python harness format.

  • 4 stars
  • 0 votes
  • 0 copies
  • 0 views
  • Added October 26, 2026
ai-agentspythontestinggitbackenddocumentation

Works with

  • cli

Security analysis

A100/100

Pro scans all 20 files and shows the line behind each finding

Scanned October 26, 2026

npx -y skills add Jensen-Yao/agents-skills --skill cli-anything --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Cli Anything?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Cli Anything
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/jensen-yao-cli-anything/badge)](https://www.skillsdirectory.com/skills/jensen-yao-cli-anything)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: cli-anything
description: Use when the user wants Codex to build, refine, test, validate, or list CLI-Anything harnesses for GUI applications or source repositories. Adapts the full CLI-Anything methodology to Codex without changing the generated Python harness format.
---

# CLI-Anything for Codex

Use this skill when the user wants Codex to act like the `CLI-Anything` builder.

## Read the Full Methodology First

Before implementation, use the full methodology source of truth:

1. Read `references/HARNESS.md` relative to this skill directory.
2. Read the matching mode specification under `references/commands/`.
3. Read referenced files under `references/guides/` only when they apply to the target.
4. If the installed resources are unavailable and this skill is being used from a
   `CLI-Anything` repository checkout, read `../cli-anything-plugin/HARNESS.md` and
   the resources around it.
5. If neither local source is available, clone or download
   `https://github.com/HKUDS/CLI-Anything` and use `cli-anything-plugin/HARNESS.md`.
6. Only if all full-methodology sources are unavailable, follow the condensed rules below.

The installer vendors the canonical resources from `cli-anything-plugin/` into this
skill so a normal Codex installation is self-contained.

## Resource Map

| Path | Purpose |
|------|---------|
| `references/HARNESS.md` | Complete methodology and quality rules |
| `references/commands/cli-anything.md` | Build-mode specification |
| `references/commands/refine.md` | Refine-mode specification |
| `references/commands/test.md` | Test-mode specification |
| `references/commands/validate.md` | Validation checklist |
| `references/commands/list.md` | Installed/generated harness discovery |
| `references/guides/` | On-demand implementation guidance |
| `scripts/repl_skin.py` | Copy into generated harnesses as `utils/repl_skin.py` |
| `scripts/preview_bundle.py` | Copy into preview-capable harnesses as `utils/preview_bundle.py` |
| `scripts/skill_generator.py` | Generate canonical and packaged CLI skills |
| `scripts/templates/SKILL.md.template` | Skill generation template used by `skill_generator.py` |
| `references/docs/PREVIEW_PROTOCOL.md` | Shared preview bundle protocol |

When reading vendored documents, apply these path remappings instead of resolving
plugin paths against the current working directory:

| Document reference | Installed skill path |
|--------------------|----------------------|
| `guides/...` | `references/guides/...` |
| `cli-anything-plugin/repl_skin.py` | `scripts/repl_skin.py` |
| `cli-anything-plugin/preview_bundle.py` | `scripts/preview_bundle.py` |
| `cli-anything-plugin/skill_generator.py` | `scripts/skill_generator.py` |
| `templates/SKILL.md.template` | `scripts/templates/SKILL.md.template` |
| `docs/PREVIEW_PROTOCOL.md` | `references/docs/PREVIEW_PROTOCOL.md` |

## 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.

## Modes

### Build

Read `references/commands/cli-anything.md`. Build a complete harness through source
analysis, architecture design, implementation, test planning, test implementation,
test documentation, CLI-specific `SKILL.md` generation, and local installation.

### Refine

Read `references/commands/refine.md`. Inventory current commands and tests, compare
them against the target software, then incrementally add high-impact capabilities
without removing existing commands unless the user requests a breaking change.

### Test

Read `references/commands/test.md`. Run the harness tests against the real backend,
verify installed-command subprocess coverage, and update `TEST.md` only with passing
results.

### Validate

Read `references/commands/validate.md`. Validate the harness against the complete
directory, implementation, test, documentation, packaging, and code-quality checklist.

### List

Read `references/commands/list.md`. Discover installed and generated CLI-Anything tools
and support human-readable or JSON output as requested.

## Condensed Fallback Rules

Use these only when the full methodology cannot be retrieved.

### Harness Structure

Produce:

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

### Required Behavior

- Prefer the real software backend over reimplementation.
- Provide one-shot Click subcommands and default REPL mode.
- Support `--json` machine-readable output.
- Add session state with undo/redo where the target supports it.
- Auto-save one-shot session mutations and support `--dry-run`.
- Use locked session-file writes to avoid concurrent JSON corruption.
- Copy and use the unified `ReplSkin`.
- Add truthful preview commands for software with meaningful visual or inspection state.
- Generate both canonical and packaged CLI-specific `SKILL.md` files.

### Testing

- Write `TEST.md` before test code.
- Keep `test_core.py` for unit coverage.
- Keep `test_full_e2e.py` for real-file workflows and real backend validation.
- Verify rendered/exported output programmatically, not only process exit codes.
- Test the installed `cli-anything-<software>` command via `_resolve_cli()`.
- Run release validation with `CLI_ANYTHING_FORCE_INSTALLED=1`.

### Packaging

- 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`.
- Include the packaged CLI-specific `skills/SKILL.md`.

## 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

Files in this skill

  • SKILL.md5.9 KB
  • agents/openai.yaml258 B
  • references/HARNESS.md35.7 KB
  • references/commands/cli-anything.md6.1 KB
  • references/commands/list.md7.3 KB
  • references/commands/refine.md5 KB
  • references/commands/test.md2 KB
  • references/commands/validate.md4.3 KB
  • references/docs/PREVIEW_PROTOCOL.md29.1 KB
  • references/guides/auto-save-dry-run.md3.1 KB
  • references/guides/filter-translation.md945 B
  • references/guides/mcp-backend.md2 KB
  • references/guides/preview-methodology.md7.9 KB
  • references/guides/pypi-publishing.md3.6 KB
  • references/guides/session-locking.md1.3 KB
  • references/guides/skill-generation.md3.8 KB
  • references/guides/timecode-precision.md728 B
  • scripts/install.ps13.1 KB
  • scripts/install.sh2.1 KB
  • scripts/preview_bundle.py15.5 KB

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.