cli-anything

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.

1.55x

Quality

—

Does it follow best practices?

Impact

95%

1.55x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Evaluation results

100%

55%

Build a CLI Harness for a Small File-Processing Tool

Harness directory structure and packaging

Criteria

Without context

With context

Top-level layout

50%

100%

SOFTWARE.md present

100%

Namespace __init__.py absent

100%

Package __init__.py present

100%

find_namespace_packages

50%

100%

console_scripts entry point

100%

Click subcommands

100%

--json flag

100%

REPL mode present

100%

ReplSkin copied to utils

100%

Required inner files

12%

100%

build_report target

100%

build_report files list

100%

build_report risks

100%

95%

52%

Write the Test Suite for an Existing CLI Harness

Test suite conventions and structure

Criteria

Without context

With context

TEST.md exists

100%

TEST.md before test code

28%

test_core.py exists

100%

test_full_e2e.py exists

100%

test_core is unit-level

100%

e2e uses real files

100%

Programmatic output verification

100%

_resolve_cli usage

100%

CLI_ANYTHING_FORCE_INSTALLED

100%

Installed command invoked

100%

TEST.md content

100%

test_notes output verification

100%

90%

-7%

Add Session State Management to a CLI Harness

Session state locking and dry-run

Criteria

Without context

With context

session.py exists

50%

File locking used

100%

Lock covers write

100%

Undo/redo tracking

100%

Auto-save on mutation

100%

--dry-run flag present

100%

Dry-run skips side effects

100%

30%

Locking mechanism named

100%

Undo/redo explained

100%

Dry-run explained

100%

Limitations section

100%

Repository: HKUDS/CLI-Anything
Commit: dc73924

Evaluated: 24 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Build a CLI Harness for a Small File-Processing Tool Write the Test Suite for an Existing CLI Harness Add Session State Management to a CLI Harness

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