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glebis avatar

Transcript Analyzer

glebis/claude-skills
243 installs345 stars
Summary

Extracts decisions, action items, opinions, questions, and terminology from meeting transcripts using Cerebras AI's llama-3.3-70b model. It chunks large transcripts, processes them through the API, and outputs structured markdown with confidence scores for each extraction. The glossary feature is interesting: it can preload existing terms and suggest new ones with definitions as it encounters domain-specific language. You'll need to install npm dependencies and add your Cerebras API key first. Output includes token usage metrics in YAML frontmatter, which is helpful for tracking costs. Good for teams that record meetings and need consistent extraction without manually reading through everything.

Install to Claude Code

npx -y skills add glebis/claude-skills --skill transcript-analyzer --agent claude-code

Installs into .claude/skills of the current project.

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Files
SKILL.mdView on GitHub

Transcript Analyzer

Overview

Analyze meeting transcripts using AI to automatically extract and categorize:

  • Decisions - Explicit agreements or choices made
  • Action Items - Tasks assigned to people
  • Opinions - Viewpoints expressed but not agreed upon
  • Questions - Unresolved questions raised
  • Terms - Domain-specific terminology for glossary

Prerequisites

Before first use, install dependencies:

cd ~/.claude/skills/transcript-analyzer/scripts && npm install

Usage

To analyze a transcript:

cd ~/.claude/skills/transcript-analyzer/scripts && npm run cli -- <transcript-file> -o <output.md> [options]

Options

OptionDescription
<file>Transcript file to analyze (first positional arg)
-o, --output <path>Write markdown to file instead of stdout
--include-transcriptInclude full transcript in output [default: off]
--no-extractionsExclude extractions section
--no-glossaryExclude glossary section
--glossary <path>Custom glossary JSON path
--skip-glossaryDon't preload glossary terms
--max-terms <num>Limit glossary suggestions
--chunk-size <num>Override chunk size (default: 3000)

Examples

Basic Analysis

cd ~/.claude/skills/transcript-analyzer/scripts && npm run cli -- /path/to/meeting.md -o /path/to/analysis.md

Include Original Transcript

cd ~/.claude/skills/transcript-analyzer/scripts && npm run cli -- /path/to/meeting.md -o /path/to/analysis.md --include-transcript

Extractions Only (No Glossary)

cd ~/.claude/skills/transcript-analyzer/scripts && npm run cli -- /path/to/meeting.md -o /path/to/analysis.md --no-glossary

Analyze Specific Section

To analyze only part of a transcript, extract the section first:

sed -n '50,100p' /path/to/meeting.md > /tmp/section.md
cd ~/.claude/skills/transcript-analyzer/scripts && npm run cli -- /tmp/section.md -o /path/to/section-analysis.md

Output Format

The tool generates markdown with:

  1. YAML Frontmatter - Processing metadata:

    • chunks processed
    • extractions count by type
    • new terms discovered
    • model used (llama-3.3-70b via Cerebras)
    • token usage (input/output/total)
  2. Extractions - Categorized findings with confidence scores:

    • Each extraction includes speaker (if identified), source snippet, and related terms
  3. Glossary - Approved terms from existing glossary + suggested new terms with definitions

Configuration

The skill uses Cerebras API with the key stored in scripts/.env:

CEREBRAS_API_KEY=<your-key>

Scripts

  • scripts/cli.ts - Main CLI entry point
  • scripts/src/lib/extract-service.ts - AI processing logic using Cerebras
  • scripts/src/lib/markdown.ts - Markdown output generation
  • scripts/src/lib/term-utils.ts - Term deduplication utilities
  • scripts/src/lib/mockExtractor.ts - Mock mode for testing
  • scripts/src/types/index.ts - TypeScript type definitions
  • scripts/data/glossary.json - Default glossary storage
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Categories
DevOps & CI/CD
First SeenJun 3, 2026
View on GitHub

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