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Voice Think Fast Handler · stijnman | DecimalAI

agent toolingby stijnman

Voice Think Fast Handler

stijnman/voice-think-fast-handler

Source stijnman/grok-custom-skills ↗License MIT

Provides quick acknowledgment during voice latency gaps. Use in voice mode o ruser says quick ack, thinking aloud, fast think.

SkillScore68Maintained

Automatic

AI Engineer pack

Last verified 8/28/2026

What it changes

Passed 15 of 22 test cases with the skill, and 12 of 22 without it.

Without skill55%

With skill68%

Checks it passed that the model alone missed

The system routes audio rendering to voice-synthesis-handler.
The architecture delegates background reasoning to real-time-voice-reasoner.
The output begins with a short acknowledgment before listing calendar events.

and 2 more in the full report

5 fixed10 passed either way5 still failing2 broke

Pass-rate lift: +14 pp
Tokens: -26%
Agent turns: 0%
Response time: -33%

Model gemini-3.6-flashMeasured 8/28/2026v215 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-voice-think-fast-handler/SKILL.md https://app.decimal.ai/s/stijnman-voice-think-fast-handler/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add stijnman-voice-think-fast-handler, 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-voice-think-fast-handler/ and pins it in .decimal/skills.lock

decimalai skills add stijnman-voice-think-fast-handler

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

curl -fsSL --create-dirs -o .claude/skills/stijnman-voice-think-fast-handler/SKILL.md https://app.decimal.ai/s/stijnman-voice-think-fast-handler/SKILL.md

Raw file: /s/stijnman-voice-think-fast-handler/SKILL.md ↗ · machine-readable summary at /s/stijnman-voice-think-fast-handler.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 5

Prompt

I am asking my voice assistant for a quick ack on looking up my calendar events for tomorrow morning.

What was checked, without and with the skill
Checked	Without skill	With skill
The output begins with a short acknowledgment before listing calendar events.	Missed	Passed

case-16 · 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.md34 linessingle file

Voice Think Fast Handler

When to Use

User says quick ack or task matches this capability
User says thinking aloud or task matches this capability
User says fast think or task matches this capability
User says voice ack or task matches this capability

Workflow

On voice input received, emit brief ack ('Got it, checking...').
Continue full reasoning in background.
Deliver complete response when ready.
Avoid over-use; max one ack per 10 seconds.

Integrations

real-time-voice-reasoner
voice-synthesis-handler

Error Handling

Failure	Response
Double ack	Suppress duplicate acks in same turn.

Gotchas

Acks must not promise outcomes prematurely.

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 12 / 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/voice-think-fast-handler/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.

stijnman/real-time-voice-reasonerHandles real-time voice input with low-latency reasoning. Use for voice sess ions or user says voice mode, speak and reason. Use when the user needs this capability. Triggers: voice mode, speak and reason, voice assistant, listen .Close match+23 pp pass-rate 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

Voice Think Fast Handler

When to Use

Workflow

Integrations

Error Handling

Gotchas

Example

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills