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extract-transcripts

Name: Extract Transcripts
Author: ComeOnOliver

// Extract readable transcripts from Claude Code and Codex CLI session JSONL files

Manusで実行

$ git log --oneline --stat

stars:46

forks:14

updated:2026年4月3日 18:48

ファイルエクスプローラー

6 ファイル

SKILL.md

readonly

name	extract-transcripts
description	Extract readable transcripts from Claude Code and Codex CLI session JSONL files

Extract Transcripts

Extracts readable markdown transcripts from Claude Code and Codex CLI session JSONL files.

Scripts

Claude Code Sessions

# Extract a single session
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl>

# With tool calls and thinking blocks
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl> --include-tools --include-thinking

# Extract all sessions from a directory
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <directory> --all

# Output to file
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl> -o output.md

# Summary only (quick overview)
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl> --summary

# Skip empty/warmup-only sessions
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <directory> --all --skip-empty

Options:

--include-tools: Include tool calls and results
--include-thinking: Include Claude's thinking blocks
--all: Process all .jsonl files in directory
-o, --output: Output file path (default: stdout)
--summary: Only output brief summary
--skip-empty: Skip empty and warmup-only sessions
--min-messages N: Minimum messages for --skip-empty (default: 2)

Codex CLI Sessions

# Extract a Codex session
python3 ~/.claude/skills/extract-transcripts/extract_codex_transcript.py <session.jsonl>

# Extract from Codex history file
python3 ~/.claude/skills/extract-transcripts/extract_codex_transcript.py ~/.codex/history.jsonl --history

Session File Locations

Claude Code

Sessions: ~/.claude/projects/<project-path>/<session-id>.jsonl

Codex CLI

Sessions: ~/.codex/sessions/<session_id>/rollout.jsonl
History: ~/.codex/history.jsonl

DuckDB-Based Transcript Index

For querying across many sessions, use the DuckDB-based indexer:

# Index all sessions (incremental - only new/changed files)
python3 ~/.claude/skills/extract-transcripts/transcript_index.py index

# Force full reindex
python3 ~/.claude/skills/extract-transcripts/transcript_index.py index --full

# Limit number of files to process
python3 ~/.claude/skills/extract-transcripts/transcript_index.py index --limit 10

# List recent sessions
python3 ~/.claude/skills/extract-transcripts/transcript_index.py recent
python3 ~/.claude/skills/extract-transcripts/transcript_index.py recent --limit 20
python3 ~/.claude/skills/extract-transcripts/transcript_index.py recent --project myapp
python3 ~/.claude/skills/extract-transcripts/transcript_index.py recent --since 7d

# Search across sessions
python3 ~/.claude/skills/extract-transcripts/transcript_index.py search "error handling"
python3 ~/.claude/skills/extract-transcripts/transcript_index.py search "query" --cwd ~/myproject

# Show a session transcript
python3 ~/.claude/skills/extract-transcripts/transcript_index.py show <file_path>
python3 ~/.claude/skills/extract-transcripts/transcript_index.py show <file_path> --summary

Requirements: DuckDB (pip install duckdb)

Database location: ~/.claude/transcript-index/sessions.duckdb

Output Format

Transcripts are formatted as markdown with:

Session metadata (date, duration, model, working directory, git branch)
User messages prefixed with ## User
Assistant responses prefixed with ## Assistant
Tool calls in code blocks (if --include-tools)
Thinking in blockquotes (if --include-thinking)
Tool usage summary for Codex sessions

related-skills.json

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GitHubのプルリクエスト（PR）を作成する際に使用します。変更のコミット、プッシュ、PR作成を含む完全なワークフローを日本語で実行します。「PRを作って」「プルリクエストを作成」「pull requestを作成」などのリクエストで自動的に起動します。

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package.json

"author": "ComeOnOliver"

"repository": "ComeOnOliver/skillshub"

GitHub リポジトリを開く Creator のリポジトリを見る

$ install --global

$ download --local

Manusで実行

$ useful --forSOC

ソフトウェア開発者コンピュータ・数学職15-1252L4

name	extract-transcripts
description	Extract readable transcripts from Claude Code and Codex CLI session JSONL files

Extract Transcripts

Extracts readable markdown transcripts from Claude Code and Codex CLI session JSONL files.

Scripts

Claude Code Sessions

# Extract a single session
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl>

# With tool calls and thinking blocks
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl> --include-tools --include-thinking

# Extract all sessions from a directory
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <directory> --all

# Output to file
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl> -o output.md

# Summary only (quick overview)
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <session.jsonl> --summary

# Skip empty/warmup-only sessions
python3 ~/.claude/skills/extract-transcripts/extract_transcript.py <directory> --all --skip-empty

Options:

--include-tools: Include tool calls and results
--include-thinking: Include Claude's thinking blocks
--all: Process all .jsonl files in directory
-o, --output: Output file path (default: stdout)
--summary: Only output brief summary
--skip-empty: Skip empty and warmup-only sessions
--min-messages N: Minimum messages for --skip-empty (default: 2)

Codex CLI Sessions

# Extract a Codex session
python3 ~/.claude/skills/extract-transcripts/extract_codex_transcript.py <session.jsonl>

# Extract from Codex history file
python3 ~/.claude/skills/extract-transcripts/extract_codex_transcript.py ~/.codex/history.jsonl --history

Session File Locations

Claude Code

Sessions: ~/.claude/projects/<project-path>/<session-id>.jsonl

Codex CLI

Sessions: ~/.codex/sessions/<session_id>/rollout.jsonl
History: ~/.codex/history.jsonl

DuckDB-Based Transcript Index

For querying across many sessions, use the DuckDB-based indexer:

# Index all sessions (incremental - only new/changed files)
python3 ~/.claude/skills/extract-transcripts/transcript_index.py index

# Force full reindex
python3 ~/.claude/skills/extract-transcripts/transcript_index.py index --full

# Limit number of files to process
python3 ~/.claude/skills/extract-transcripts/transcript_index.py index --limit 10

# List recent sessions
python3 ~/.claude/skills/extract-transcripts/transcript_index.py recent
python3 ~/.claude/skills/extract-transcripts/transcript_index.py recent --limit 20
python3 ~/.claude/skills/extract-transcripts/transcript_index.py recent --project myapp
python3 ~/.claude/skills/extract-transcripts/transcript_index.py recent --since 7d

# Search across sessions
python3 ~/.claude/skills/extract-transcripts/transcript_index.py search "error handling"
python3 ~/.claude/skills/extract-transcripts/transcript_index.py search "query" --cwd ~/myproject

# Show a session transcript
python3 ~/.claude/skills/extract-transcripts/transcript_index.py show <file_path>
python3 ~/.claude/skills/extract-transcripts/transcript_index.py show <file_path> --summary

Requirements: DuckDB (pip install duckdb)

Database location: ~/.claude/transcript-index/sessions.duckdb

Output Format

Transcripts are formatted as markdown with:

Session metadata (date, duration, model, working directory, git branch)
User messages prefixed with ## User
Assistant responses prefixed with ## Assistant
Tool calls in code blocks (if --include-tools)
Thinking in blockquotes (if --include-thinking)
Tool usage summary for Codex sessions

extract-transcripts

Extract Transcripts

Scripts

Claude Code Sessions

Codex CLI Sessions

Session File Locations

Claude Code

Codex CLI

DuckDB-Based Transcript Index

Output Format

このリポジトリの他の Skills

このリポジトリの他の Skills

Extract Transcripts

Scripts

Claude Code Sessions

Codex CLI Sessions

Session File Locations

Claude Code

Codex CLI

DuckDB-Based Transcript Index

Output Format