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Traffic Flight Controller · stijnman | DecimalAI

productivityby stijnman

Traffic Flight Controller

stijnman/traffic-flight-controller

Source stijnman/grok-custom-skills ↗License MIT

Coordinates traffic and navigation data sources for optimal routing info. Us efor commute planning or user says traffic route, best route now.

SkillScore82Maintained

Automatic

Personal Assistant pack

Last verified 8/28/2026

What it changes

Passed 18 of 22 test cases with the skill, and 4 of 22 without it.

Without skill18%

With skill82%

Checks it passed that the model alone missed

Queries waze-navigator.
Queries waze-live-reports.
Queries telegram-traffic-reports.

and 11 more in the full report

14 fixed4 passed either way4 still failing0 broke

Pass-rate lift: +64 pp
Tokens: -19%
Agent turns: 0%
Response time: -38%

Model gemini-3.6-flashMeasured 8/28/2026v218 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-traffic-flight-controller/SKILL.md https://app.decimal.ai/s/stijnman-traffic-flight-controller/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add stijnman-traffic-flight-controller, 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-traffic-flight-controller/ and pins it in .decimal/skills.lock

decimalai skills add stijnman-traffic-flight-controller

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

curl -fsSL --create-dirs -o .claude/skills/stijnman-traffic-flight-controller/SKILL.md https://app.decimal.ai/s/stijnman-traffic-flight-controller/SKILL.md

Raw file: /s/stijnman-traffic-flight-controller/SKILL.md ↗ · machine-readable summary at /s/stijnman-traffic-flight-controller.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 14

Prompt

I am leaving Phoenix for Scottsdale right now. Please determine my drive time using real-time highway feeds.

What was checked, without and with the skill
Checked	Without skill	With skill
Queries waze-navigator.	Missed	Passed
Displays the traffic data retrieval timestamp.	Missed	Passed

case-06 · gemini-3.6-flash · 8/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md35 linessingle file

Traffic Flight Controller

When to Use

User says traffic route or task matches this capability
User says best route now or task matches this capability
User says commute plan or task matches this capability
User says drive time or task matches this capability

Workflow

Query waze-live-reports and waze-navigator.
Merge incidents, ETA, alternate routes.
Rank routes by time and reliability.
Present recommendation with confidence.

Integrations

waze-live-reports
waze-navigator
telegram-traffic-reports

Error Handling

Failure	Response
No route data	Fallback to straight-line estimate; note limitation.

Gotchas

Traffic data may be stale; show retrieval time.

Example

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

Track record

Benchmark

18 / 22

test cases passed, vs 4 / 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/traffic-flight-controller/SKILL.md

View on GitHub ↗

License MITImported 8/15/2026Version v2

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

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

Traffic Flight Controller

When to Use

Workflow

Integrations

Error Handling

Gotchas

Example

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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