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Agent skill

Meeting Audio Grounding

by gaotiexinqu in gaotiexinqu/OneResearchClaw

Convert a meeting audio file into a transcript bundle, then use meeting-grounding to produce structured meeting grounding outputs.

MITAuto-check passedMedia & Creative

Install Meeting Audio Grounding

skills CLI
$ npx skills add gaotiexinqu/OneResearchClaw --skill meeting-audio-grounding -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install gaotiexinqu/OneResearchClaw meeting-audio-grounding --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/gaotiexinqu/OneResearchClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.cursor/skills/meeting-audio-grounding .claude/skills/meeting-audio-grounding && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
meeting-audio-grounding
GitHub stars
450
Token cost
~1.1k tokens
SKILL.md length
483 words
Files
3 (incl. scripts)
Skills in repo
15
Repo updated
First seen
Licence
MIT

At a glance

Convert a meeting audio file into a transcript bundle, then use meeting-grounding to produce structured meeting grounding outputs.

  • Works in 2 steps: reusing the existing audio_structuring… → reusing the existing meeting-grounding…
  • Media & Creative work in your project
  • SKILL.md covers When to Use, Input, Output Bundle and Important separation of…, plus 5 more sections
  • Runs Python and Shell scripts from its folder

What it does

Meeting Audio Grounding is an agent skill from gaotiexinqu/OneResearchClaw. Convert a meeting audio file into a transcript bundle, then use meeting-grounding to produce structured meeting grounding outputs.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including scripts (for example `scripts/prepare_bundle.py` and `scripts/run.sh`).

It sits in Media & Creative. The repository describes itself as: Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-driven researcher. The licence is MIT.

When your agent uses it

  • Media & Creative work in your project

Example prompts

  • “/meeting-audio-grounding”

Requirements

  • Python 3
  • A Bash shell

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. reusing the existing audio_structuring skill to produce meeting_transcript.txt
  2. reusing the existing meeting-grounding skill to turn that transcript into meeting grounding outputs

What it can do on your machine

Read from SKILL.md and the folder at commit 37e86c6. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python and Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Meeting Audio Grounding loads about 1.1k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 483 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from gaotiexinqu/OneResearchClaw at commit 37e86c6, republished under its MIT licence (© gaotiexinqu). 483 words, ~1,102 tokens.

Download SKILL.mdSave it as .claude/skills/meeting-audio-grounding/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
meeting-audio-grounding
description
Convert a meeting audio file into a transcript bundle, then use meeting-grounding to produce structured meeting grounding outputs.

Meeting Audio Grounding

Convert a meeting audio file into structured meeting grounding outputs by:

  1. reusing the existing audio_structuring skill to produce meeting_transcript.txt
  2. reusing the existing meeting-grounding skill to turn that transcript into meeting grounding outputs

This skill is for meeting audio inputs where the primary information comes from speech. It is intentionally transcript-first.

When to Use

Use this skill when:

  • the input is a meeting recording or discussion audio file
  • the main information is expected to come from spoken content
  • you want to reuse the existing audio transcription and meeting grounding workflow

Do not use this skill when:

  • the task is only to produce a transcript without meeting grounding
  • the task is to write a polished final report directly from raw audio
  • the input is not a meeting/discussion recording

Input

A single meeting audio file.

Typical examples:

  • .mp3
  • .wav
  • .m4a
  • .webm
  • .aac
  • .ogg

All these formats are supported via WhisperX's ffmpeg backend.

Optional input:

  • transcription_language: language code such as en or zh

Output Bundle

For each input audio file, create one bundle directory:

text
data/grounded_notes/<ground_id>/

Inside that bundle, the expected outputs are always:

text
<bundle_dir>/
├─ extracted.md
├─ extracted_meta.json
├─ grounded.md
├─ audio/
│  └─ meeting_audio<original_ext>
└─ transcript/
   └─ meeting_transcript.txt

If the meeting contains multiple independent topics that should be researched separately downstream, the bundle may also contain:

text
<bundle_dir>/
├─ topic_manifest.json
└─ child_outputs/
   ├─ topic_01/
   │  └─ grounded.md
   ├─ topic_02/
   │  └─ grounded.md
   └─ ...

Important separation of responsibilities

  • scripts/run.sh is responsible for:
    • preparing the bundle directory
    • ensuring the input audio is present under audio/
    • calling the existing audio_structuring skill
    • creating the bundle files:
      • audio/meeting_audio<original_ext>
      • transcript/meeting_transcript.txt
      • extracted.md
      • extracted_meta.json
  • The agent is responsible for:
    • reading the transcript bundle
    • applying the existing meeting-grounding skill
    • always writing the meeting-level:
      • grounded.md
    • and, when appropriate, also writing:
      • topic_manifest.json
      • child_outputs/topic_xx/grounded.md

grounded.md must be a real grounding note. It must not remain a placeholder scaffold.

Show full SKILL.md (209 more words)Show less

Required Agent Workflow

  1. Run the existing scripts/run.sh entrypoint for this skill.
  2. Confirm that the bundle exists and that these files are present:
    • extracted.md
    • extracted_meta.json
    • audio/
    • transcript/meeting_transcript.txt
  3. Read transcript/meeting_transcript.txt as the primary grounding evidence.
  4. Reuse the existing meeting-grounding skill on that transcript.
  5. Always save the meeting-level structured note to grounded.md inside the same bundle directory.
  6. If the transcript clearly contains multiple independent topics, also save:
    • topic_manifest.json
    • child_outputs/topic_xx/grounded.md
  7. Do not stop after confirming that the transcript bundle exists.

Output Format

The final grounded.md must follow the existing meeting-grounding schema exactly.

If topic children are created, each child grounded note must also follow the same meeting-grounding schema.

Do not invent a new schema here.

Instructions

  • Do not implement a new ASR pipeline.
  • Do not implement a new meeting summarizer.
  • Do not directly summarize the raw audio without first running the existing workflow.
  • Reuse the existing audio_structuring skill for transcription.
  • Reuse the existing meeting-grounding skill for transcript grounding.
  • Treat the transcript as the primary evidence.
  • Keep the workflow simple and stable.

Failure Handling

  • If the input audio file does not exist, fail clearly.
  • If meeting_transcript.txt is not produced, fail clearly.
  • Do not pretend the task succeeded if only part of the workflow completed.

Example Invocation

/meeting-audio-grounding

© gaotiexinqu, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (scripts) in .cursor/skills/meeting-audio-grounding of gaotiexinqu/OneResearchClaw.

  • SKILL.md
  • scripts/prepare_bundle.py
  • scripts/run.sh

Open the folder on GitHubat commit 37e86c6

Compare with similar skills

Meeting Audio Grounding next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Meeting Audio Grounding compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Meeting Audio Grounding this skillgaotiexinqu/OneResearchClaw450—~1.1kAutomated safety check: PassMIT
Guizang Social Cardsop7418/guizang-social-card-skill7.4k1 repos~7.8kAutomated safety check: PassAGPL-3.0
Weekly Changelog Videoheygen-com/hyperframes60k—~3.3kAutomated safety check: PassApache-2.0
Anthropic Brand Stylinganthropics/skills180k30 repos~559Automated safety check: PassApache-2.0
MoneyPrinterTurbo Video Generatorharry0703/MoneyPrinterTurbo130k—~2.1kAutomated safety check: WarnMIT
HyperFrames Media Useheygen-com/hyperframes60k—~2.4kAutomated safety check: PassApache-2.0

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Categories

Questions about Meeting Audio Grounding

What does Meeting Audio Grounding do?

Convert a meeting audio file into a transcript bundle, then use meeting-grounding to produce structured meeting grounding outputs. Meeting Audio Grounding is an agent skill from gaotiexinqu/OneResearchClaw. Convert a meeting audio file into a transcript bundle, then use meeting-grounding to produce structured meeting grounding outputs.

When should I use Meeting Audio Grounding?

Meeting Audio Grounding fits situations like: media & Creative work in your project.

How do I install Meeting Audio Grounding in Claude Code?

Run `npx skills add gaotiexinqu/OneResearchClaw --skill meeting-audio-grounding -a claude-code`. Or copy the skill folder (.cursor/skills/meeting-audio-grounding in gaotiexinqu/OneResearchClaw) into .claude/skills/meeting-audio-grounding in your project. Claude Code loads it when a task matches its description.

How do I install Meeting Audio Grounding in Codex?

Run `npx skills add gaotiexinqu/OneResearchClaw --skill meeting-audio-grounding -a codex`. Or copy the skill folder (.cursor/skills/meeting-audio-grounding in gaotiexinqu/OneResearchClaw) into .agents/skills/meeting-audio-grounding in your project. Codex loads it when a task matches its description.

Can I use Meeting Audio Grounding in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add gaotiexinqu/OneResearchClaw --skill meeting-audio-grounding -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/meeting-audio-grounding, .gemini/skills/meeting-audio-grounding, .github/skills/meeting-audio-grounding and .opencode/skills/meeting-audio-grounding in your project.

What does Meeting Audio Grounding need to run?

Going by SKILL.md and its folder, Meeting Audio Grounding needs Python and a shell for the scripts in its folder. Our summary lists: Python 3; A Bash shell.

Does Meeting Audio Grounding access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Meeting Audio Grounding safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Meeting Audio Grounding use?

Meeting Audio Grounding is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Meeting Audio Grounding use?

About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Meeting Audio Grounding?

Skills that share tags, products or a category with Meeting Audio Grounding: Guizang Social Cards (op7418/guizang-social-card-skill, 7.4k stars), Weekly Changelog Video (heygen-com/hyperframes, 60k stars), Anthropic Brand Styling (anthropics/skills, 180k stars) and MoneyPrinterTurbo Video Generator (harry0703/MoneyPrinterTurbo, 130k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Meeting Audio Grounding?

gaotiexinqu (a GitHub user) maintains it in gaotiexinqu/OneResearchClaw, which has 450 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on May 9, 2026.

Source: gaotiexinqu/OneResearchClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.