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

81%

Does it follow best practices?

Impact

95%

1.55x

Average score across 3 eval scenarios

Securityby

Passed

No findings from the security scan

Preview

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Run	Type	Date	Status
baseline vs usage-spec With / without context 4 months ago Completed	With / without context	4 months ago	Completed

Eval run

019ebe79-54f1-7555-a9ea-37281bddaf8b

Run 4 months ago

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Repository: HKUDS/CLI-Anything
Path: codex-skill/SKILL.md
Commit: 34f5195

Evaluated: 4 months 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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