The philosophy and practical benefits of agent fungibility in multi-agent software development. Why homogeneous, interchangeable agents outperform specialized role-based systems at scale.
日本語の概要は準備中です。原文の説明を表示しています。
Convert ChatGPT, Gemini, Grok, and Claude share links to clean Markdown + HTML. Use when archiving AI conversations, preserving code fences, or publishing transcripts to GitHub Pages.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Core Capability: Convert AI share links into clean Markdown + HTML with preserved code fences, stable filenames, and optional GitHub Pages publishing.
# Install
curl -fsSL https://raw.githubusercontent.com/Dicklesworthstone/chat_shared_conversation_to_file/main/install.sh | bash
# Convert any share link
csctf https://chatgpt.com/share/69343092-91ac-800b-996c-7552461b9b70
Output:
<conversation_title>.md — Clean Markdown with preserved code fences<conversation_title>.html — Styled static HTML (zero JavaScript)Convert this conversation to Markdown:
csctf <share-url>
# Example providers:
csctf https://chatgpt.com/share/69343092-91ac-800b-996c-7552461b9b70
csctf https://gemini.google.com/share/66d944b0e6b9
csctf https://grok.com/share/bGVnYWN5_d5329c61-f497-40b7-9472-c555fa71af9c
csctf https://claude.ai/share/549c846d-f6c8-411c-9039-a9a14db376cf
# Publish with defaults (creates repo if needed)
csctf <url> --publish-to-gh-pages --yes
# Save settings for future use
csctf <url> --publish-to-gh-pages --remember --yes
# Subsequent: just use --yes
csctf <url> --yes
# Custom repo
csctf <url> --publish-to-gh-pages \
--gh-pages-repo myuser/my-chats \
--gh-pages-branch main \
--yes
# Archive multiple conversations
for url in $URLS; do
csctf "$url" --outfile ~/archive/ --quiet
done
# Markdown only (faster, smaller)
csctf <url> --md-only --quiet
# HTML only for embedding
csctf <url> --html-only --outfile site/chat.html
| Provider | URL Pattern | Method |
|---|---|---|
| ChatGPT | chatgpt.com/share/* | Headless Chromium |
| Gemini | gemini.google.com/share/* | Headless Chromium |
| Grok | grok.com/share/* | Headless Chromium |
| Claude | claude.ai/share/* | Your Chrome session |
Claude.ai uses Cloudflare protection. CSCTF handles this automatically:
Requirement: Chrome installed + logged into claude.ai
| Flag | Description |
|---|---|
--outfile <path> | Override output path |
--md-only | Skip HTML output |
--html-only | Skip Markdown output |
--quiet | Minimal logging |
--timeout-ms <ms> | Navigation timeout (default: 60000) |
--publish-to-gh-pages | Publish to GitHub Pages |
--yes | Skip confirmation prompts |
# Conversation: <Title>
**Source:** https://chatgpt.com/share/...
**Retrieved:** 2026-01-08T15:30:00Z
## User
How do I sort an array in Python?
## Assistant
Here's how to sort:
```python
my_list.sort()
### HTML Features
- **Zero JavaScript** — Safe for any hosting
- **Inline CSS** — Light/dark mode via `prefers-color-scheme`
- **Syntax highlighting** — highlight.js themes inline
- **Table of contents** — Auto-generated from headings
---
## Filename Generation
"How to Build a REST API" → how_to_build_a_rest_api.md "Python Tips & Tricks!" → python_tips_tricks.md "File exists already" → file_exists_already_2.md
Rules: lowercase, non-alphanumerics → `_`, max 120 chars, collision suffix
---
## Performance
| Phase | Time |
|-------|------|
| First run (Chromium download) | 30-60s |
| Subsequent runs | 5-15s |
| Claude.ai (uses local Chrome) | 5-10s |
---
## Troubleshooting
| Symptom | Fix |
|---------|-----|
| "No messages found" | Link is private; verify public share |
| Bot detection | Retry; verify link in browser |
| Timeout | Raise `--timeout-ms 90000` |
| Publish fails (auth) | Ensure `gh auth status` passes |
| Claude.ai Cloudflare | Complete verification in Chrome window |
---
## Installation
```bash
# One-liner
curl -fsSL https://raw.githubusercontent.com/Dicklesworthstone/chat_shared_conversation_to_file/main/install.sh | bash
# Pin version
VERSION=v1.0.0 curl -fsSL .../install.sh | bash
# Verify checksum
curl -fsSL .../install.sh | bash -s -- --verify
| Topic | Reference |
|---|---|
| Full command reference | COMMANDS.md |
| Processing algorithms | ALGORITHMS.md |
| GitHub Pages setup | GITHUB-PAGES.md |
まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
The philosophy and practical benefits of agent fungibility in multi-agent software development. Why homogeneous, interchangeable agents outperform specialized role-based systems at scale.
日本語の概要は準備中です。原文の説明を表示しています。
MCP Agent Mail for multi-agent coordination. Use when agents need file locks, messaging, inboxes, or conflict prevention. Handles macro_start_session, file_reservation_paths, send_message, threading, pre-commit guards.
日本語の概要は準備中です。原文の説明を表示しています。
Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV. The execution phase that follows planning and bead creation. Includes exact prompts used.
日本語の概要は準備中です。原文の説明を表示しています。
Convert markdown plans into beads with dependencies using br CLI. Use when creating task graphs, polishing beads before implementation, or bridging planning to agent swarm execution.
日本語の概要は準備中です。原文の説明を表示しています。
Beads Viewer - Graph-aware triage engine for Beads projects. Computes PageRank, betweenness, critical path, and cycles. Use --robot-* flags for AI agents.
日本語の概要は準備中です。原文の説明を表示しています。
Manage AI coding CLI accounts with sub-100ms switching. Use when hitting rate limits on Claude Max, GPT Pro, or Gemini Ultra subscriptions and need instant account swapping without browser OAuth.
日本語の概要は準備中です。原文の説明を表示しています。