AC ghosthand
Use this skill when operating Ghosthand, a local Android control runtime exposed over a loopback HTTP API for OpenClaw or another agent. Trigger it for Ghosthand tasks involving runtime or capability checks, structured UI inspection, selector planning, semantic clicks, coordinate taps, text input, scrolling, wait conditions, clipboard transfer, notifications, screenshots, or debugging Ghosthand-specific route behavior such as partial-output warnings, snapshot-scoped node IDs, or text vs content description vs resource-id selection.
As a process C 59/100 · Has gaps — weak spots: result and completion, inputs and preconditions, consistency
How to improve
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 3. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
✓ No remarks against the Agent Skills spec
Process rating: all ten parameters 59/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Progress reporting. Says nothing while it works
- 40Consistency. Frontmatter name (ghosthand) differs from the folder (ghosthand-skill)
- 60Tools and files. Uses tools (web, node) that frontmatter does not declare
- 85Steps. 85 steps, 2 vague phrases
- 100When it triggers. States when to use and when not to
- 100Failures and branches. 12 branches, has a failure section
- 100Execution cost. Instruction body is 2987 tokens
- 100Running it twice. Mutating operations check current state
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +3Output format is not stated: the model decides each time
- +4No input/output examples
- -2localhost URLs: will not work for another user
- +1No license
- +2Single-language instructions
- +4Description says when NOT to use the skill
- +3Description length 537: enough signal without eating the budget
- +4Structure: 30 headings
- +3Step-by-step instructions: 85 items
Quality base 70; lint remarks subtract, signals add up to 100. Result: 82.