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Computer Use Bridge · stijnman | DecimalAI

agent toolingby stijnman

Computer Use Bridge

stijnman/computer-use-bridge

Source stijnman/grok-custom-skills ↗License MIT

Bridges desktop automation to agent tool calls.

SkillScore68Maintained

Automatic

AI Engineer pack

Last verified 8/15/2026

What it changes

Passed 15 of 22 test cases with the skill, and 5 of 22 without it.

Without skill23%

With skill68%

Checks it passed that the model alone missed

Executes via desktop-subagent-connector
Stops automated retries after a single failed attempt
Verifies environment access prior to window manipulation

and 10 more in the full report

11 fixed4 passed either way6 still failing1 broke

Pass-rate lift: +45 pp
Tokens: -19%
Agent turns: 0%
Response time: -35%

Model gemini-3.6-flashMeasured 8/15/2026v215 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/stijnman-computer-use-bridge/SKILL.md https://app.decimal.ai/s/stijnman-computer-use-bridge/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add stijnman-computer-use-bridge, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/stijnman-computer-use-bridge/ and pins it in .decimal/skills.lock

decimalai skills add stijnman-computer-use-bridge

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/stijnman-computer-use-bridge/SKILL.md https://app.decimal.ai/s/stijnman-computer-use-bridge/SKILL.md

Raw file: /s/stijnman-computer-use-bridge/SKILL.md ↗ · machine-readable summary at /s/stijnman-computer-use-bridge.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

I need you to perform desktop control to click the mute button in a video conferencing window. What is your immediate first action?

What was checked, without and with the skill
Checked	Without skill	With skill
Confirms the desktop environment and accessibility permissions as step one	Missed	Passed

case-18 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md34 linessingle file

Computer Use Bridge

When to Use

User says computer use or task matches this capability
User says desktop control or task matches this capability
User says click on screen or task matches this capability
User says GUI automation or task matches this capability

Workflow

Confirm desktop environment and permissions.
Plan actions: click, type, navigate (minimal steps).
Execute via desktop-subagent-connector with screenshots.
Verify outcome visually; retry once on mismatch.

Integrations

desktop-subagent-connector
hitl-approver

Error Handling

Failure	Response
Permission denied	Ask user to grant accessibility permissions.

Gotchas

Destructive GUI actions require hitl-approver.

Example

Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.

Track record

Benchmark

15 / 22

test cases passed, vs 5 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/15/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

stijnman / grok-custom-skills

.grok/skills/computer-use-bridge/SKILL.md

View on GitHub ↗

License MITImported 8/15/2026Version v2

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Computer Use Bridge

When to Use

Workflow

Integrations

Error Handling

Gotchas

Example

Track record

Benchmark

Adoption

SkillSafety

Source

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