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OneResearchClaw: Skill for Cursor

.cursor/skills/audio_structuring/SKILL.md

audio_structuring is a skill for Cursor from gaotiexinqu/OneResearchClaw. It costs 0 tokens per session (259 once invoked), scanned A, original, MIT.

A process that turns one meeting audio file into a text transcript with speaker labels when available.

In plain words
What is it for?
Use it to transcribe meetings, choose a transcription language, and prepare dialogue text for downstream tools.
Why use it?
It creates a usable text record for later processing without also producing summaries or action lists.

Skill for Cursor

Written for Cursor: installed under .cursor/.

This is gaotiexinqu/OneResearchClaw's own configuration. It tells Cursor how to work on OneResearchClaw itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything OneResearchClaw configures →

not rated 451repo 6mo ago A scan 0 tokens original MIT
View source ↗ gaotiexinqu/OneResearchClaw
Reuse

Borrowing it

Nothing to install: this file belongs to gaotiexinqu/OneResearchClaw. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/gaotiexinqu/OneResearchClaw/main/.cursor/skills/audio_structuring/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/gaotiexinqu/OneResearchClaw

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for audio_structuring

README.md
[![agentmods](https://agentmods.dev/badge/skills/gaotiexinqu/oneresearchclaw/audio_structuring/github.svg)](https://agentmods.dev/skills/gaotiexinqu/oneresearchclaw/audio_structuring)
Your own site
<a href="https://agentmods.dev/skills/gaotiexinqu/oneresearchclaw/audio_structuring"><img src="https://agentmods.dev/badge/skills/gaotiexinqu/oneresearchclaw/audio_structuring/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for audio_structuring

Your own site · 80×15
<a href="https://agentmods.dev/skills/gaotiexinqu/oneresearchclaw/audio_structuring"><img src="https://agentmods.dev/badge/skills/gaotiexinqu/oneresearchclaw/audio_structuring.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 259 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00259
Opus 5.5 $0.00000 $0.00104
Sonnet 5.5 $0.00000 $0.00052
Haiku 4.5 $0.00000 $0.00026

Measured 2mo ago against content hash 7944ea905589, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

audio_structuring scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/run.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cursor/skills/audio_structuring/SKILL.md · 31 lines

What it actually says

Audio Structuring Skill

Purpose

Convert a meeting audio file into a dialogue-style transcript txt file for downstream skills.

Input

  • audio_path: path to a single audio file
  • output_dir: directory to save the transcript
  • optional transcription_language: language code such as en or zh

Output

  • meeting_transcript.txt

Behavior

  • Reuse WhisperX as the transcription backend.
  • Reuse local offline model directories instead of downloading models from Hugging Face at runtime.
  • Enable diarization so the txt contains speaker labels whenever available.
  • Automatically convert Traditional Chinese output to Simplified Chinese when language is set to zh, zh-CN, or zh-TW.
  • Do not implement custom ASR, alignment, or diarization logic.
  • Do not generate summary, action items, reports, or any extra files.
  • This skill only produces transcript txt for downstream skills.

Local model requirements

The repository is expected to provide these local model directories under models/:

  • models/faster-whisper-large-v2
  • models/speaker-diarization-community-1

Run

bash scripts/run.sh <audio_path> <output_dir> [language]
Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 31 lines · 0 tokens per session scan A 7944ea905589

Subscribe to this mod's changes

audio_structuring is a skill published in the GitHub repository gaotiexinqu/OneResearchClaw (451 stars, last pushed 6mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 259 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Documentsagentic-systemsai-agentsai-for-scienceautonomous-researchcursor-aillm-agents
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