Agent SkillsHKUDS/CLI-Anything › cli-anything

cli-anything

GitHub

用于为GUI应用或源码仓库构建、优化、测试和验证CLI-Anything Python Harness。通过解析目标软件架构,生成标准化的命令行交互工具,支持构建、细化、测试及验证模式,实现自动化CLI接口开发。

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

Trigger Scenarios

用户希望为GUI应用或本地源码生成命令行交互工具 需要构建、测试或验证CLI-Anything格式的Python Harness

Install

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

Non-standard path

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

Use without installing

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

指定 Agent (Claude Code)

npx skills add HKUDS/CLI-Anything --skill cli-anything -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",
    "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:

<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

Version History

  • 6f372d3 Current 2026-08-20 06:40

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