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Telegram Traffic Reports · stijnman | DecimalAI

productivityby stijnman

Telegram Traffic Reports

stijnman/telegram-traffic-reports

Source stijnman/grok-custom-skills ↗License MIT

Fetches and reports traffic conditions via Telegram bot format.

SkillScore86Maintained

Automatic

Personal Assistant pack

Last verified 8/28/2026

What it changes

Passed 19 of 22 test cases with the skill, and 7 of 22 without it.

Without skill32%

With skill86%

Checks it passed that the model alone missed

Ask the user to specify the city.
Ask the user to specify the target chat.
Maintain the generated message as a draft prior to approval.

and 12 more in the full report

14 fixed5 passed either way1 still failing2 broke

Pass-rate lift: +55 pp
Tokens: -29%
Agent turns: 0%
Response time: -39%

Model gemini-3.6-flashMeasured 8/28/2026v319 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-telegram-traffic-reports/SKILL.md https://app.decimal.ai/s/stijnman-telegram-traffic-reports/SKILL.md

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

decimalai skills add stijnman-telegram-traffic-reports

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

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

Raw file: /s/stijnman-telegram-traffic-reports/SKILL.md ↗ · machine-readable summary at /s/stijnman-telegram-traffic-reports.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 have a traffic update for the San Francisco Bay Bridge showing 15-minute delays. Deliver this update to the SF Commuters Telegram chat immediately.

What was checked, without and with the skill
Checked	Without skill	With skill
Request explicit approval before sending the message to the named chat.	Missed	Passed

case-09 · 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.md36 linessingle file

Telegram Traffic Reports

When to Use

User says telegram traffic or task matches this capability
User says traffic report Telegram or task matches this capability
User says commute alert or task matches this capability

Workflow

Get the user-approved location or route and clarify whether the request is for a draft, a one-time send, or a recurring alert.
Fetch traffic via waze-live-reports or traffic-flight-controller.
Format a concise Telegram message with delays and incidents; keep it as a draft by default.
Obtain explicit approval before sending to a named chat or enabling any recurring alert. Route scheduling through cron-scheduler only after its separate approval gate is satisfied.

Integrations

waze-live-reports
traffic-flight-controller
cron-scheduler
multi-platform-messenger-bridge

Error Handling

Failure	Response
Location missing	Ask for origin/destination.

Gotchas

Rate limit approved Telegram sends to 1/min per chat.
Do not infer a recipient, enable a bot, or create a recurring alert from route data alone.

Example

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

Track record

Benchmark

19 / 22

test cases passed, vs 7 / 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 — 8/22/2026

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/telegram-traffic-reports/SKILL.md

View on GitHub ↗

License MITImported 8/22/2026Version v3

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

Telegram Traffic Reports

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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