PluginBench
Skill
Fail
Audit score 45

telegram-reader

himself65/finance-skills

Read Telegram channels and groups for financial news and market research using the tdl CLI.

What is telegram-reader?

A read-only skill for monitoring Telegram channels and groups to gather financial news, market signals, and research data. Use it to list chats, search for channels by name, and export recent messages or messages from specific date or ID ranges. Supports multiple accounts via namespaces.

  • List all chats and channels with filtering and JSON output
  • Search for channels by name using text filters
  • Export recent messages from a channel (last N messages)
  • Export messages by time range using Unix timestamps
  • Export messages by ID range within a channel
  • Export from specific topics or threads within channels

How to install telegram-reader

npx skills add https://github.com/himself65/finance-skills --skill telegram-reader
Prerequisites
  • tdl CLI tool installed (macOS, Linux, or via Go)
  • Active Telegram account with access to desired channels
  • One-time interactive login via QR code, phone+code, or Telegram Desktop import
Claude Code
Cursor
Windsurf
Cline

How to use telegram-reader

  1. 1.Verify tdl is installed by running the provided status check; install if needed using the platform-specific command
  2. 2.Authenticate with Telegram by running tdl login (QR code recommended) or importing from Telegram Desktop; this is a one-time setup
  3. 3.Identify the channel or chat you need: list all chats with tdl chat ls, filter for channels only, or search by name using the VisibleName filter
  4. 4.Execute the appropriate export command: use -T last for recent messages, -T time for a date range, or -T id for a message ID range
  5. 5.Always include --all --with-content flags to ensure text messages are exported, not just media
  6. 6.Save the export to a JSON file using -o /path/to/file, then read and parse the results
  7. 7.Present the most relevant news and updates, grouped by theme or channel, with timestamps and sources

Use cases

Good for
  • Monitor financial news channels for market updates and trading signals
  • Export message history from a crypto or trading group for analysis
  • Search for and access a specific news channel by name
  • Gather earnings announcements and price targets from financial channels
  • Track breaking news and market commentary across multiple Telegram sources
Who it's for
  • Financial analysts and traders
  • Market researchers
  • Crypto enthusiasts and traders
  • News aggregators
  • Anyone monitoring Telegram channels for research

telegram-reader FAQ

Can this skill send messages or join/leave channels?

No. This skill is read-only. It can only list chats, search for channels, and export message history. It does not support sending messages, joining channels, leaving channels, or any write operations.

How do I log in if I have multiple Telegram accounts?

Use namespaces. Run tdl login -n account_name -T qr to log in to a specific namespace, then use -n account_name with all subsequent commands (e.g., tdl chat ls -n account_name).

What if I get a FLOOD_WAIT error?

Telegram is rate-limiting your requests. Wait the number of seconds specified in the error message, then retry the command.

Do I need to enter my password or 2FA code?

No. Login uses QR code (recommended), phone number + verification code, or import from Telegram Desktop. Never enter your password programmatically; always let the user enter verification codes interactively.

How do I export messages from a specific date range?

Use tdl chat export -c @channel_name -T time -i START,END --all --with-content, where START and END are Unix timestamps. Convert dates to Unix timestamps first.

Full instructions (SKILL.md)

Source of truth, from himself65/finance-skills.


name: telegram-reader description: > Read Telegram channels and groups for financial news and market research with the tdl CLI: list chats and channels, find a channel by name, and export recent messages or a date or ID range. Use this skill whenever the user wants to check their Telegram, see what's new in their channels, read or export messages from a news, crypto, or trading channel or group, or gather market news and signals posted on Telegram. Read-only: it cannot send messages or join or leave channels.

Telegram News Skill (Read-Only)

Reads Telegram channels and groups for financial news and market research using tdl, a Telegram CLI tool.

This skill is read-only. It is designed for financial research: reading channel messages, monitoring financial news channels, and exporting message history. It does NOT support sending messages, joining/leaving channels, or any write operations.


Step 1: Ensure tdl Is Installed

Current environment status:

!`(command -v tdl && tdl version 2>&1 | head -3 || echo "TDL_NOT_INSTALLED") 2>/dev/null`

If the status above shows a version number, tdl is installed — skip to Step 2.

If TDL_NOT_INSTALLED, install tdl based on the user's platform:

PlatformInstall Command
macOS / Linuxcurl -sSL https://docs.iyear.me/tdl/install.sh | sudo bash
macOS (Homebrew)brew install telegram-downloader
Linux (Termux)pkg install tdl
Linux (AUR)yay -S tdl
Linux (Nix)nix-env -iA nixos.tdl
Go (any platform)go install github.com/iyear/tdl@latest

Default to Homebrew on macOS. On Linux the install script runs with sudo, so confirm with the user before using it, or offer their package manager instead.


Step 2: Ensure tdl Is Authenticated

Current auth status:

!`(tdl chat ls --limit 1 2>&1 >/dev/null && echo "AUTH_OK" || echo "AUTH_NEEDED") 2>/dev/null`

If AUTH_OK, skip to Step 3.

If AUTH_NEEDED, guide the user through login. Login requires interactive input — the user must enter their phone number and verification code manually.

Login methods

Method A: QR Code (recommended — fastest)

tdl login -T qr

A QR code will be displayed in the terminal. The user scans it with their Telegram mobile app (Settings > Devices > Link Desktop Device).

Method B: Phone + Code

tdl login -T code

The user enters their phone number, then the verification code sent to their Telegram app.

Method C: Import from Telegram Desktop

If the user has Telegram Desktop installed and logged in:

tdl login

This imports the session from the existing desktop client. The desktop client must be from the official website, NOT from the App Store or Microsoft Store.

Namespaces

By default, tdl uses a default namespace. To manage multiple accounts:

tdl login -n work -T qr      # Login to "work" namespace
tdl chat ls -n work           # Use "work" namespace for commands

Important login notes

  • Login is a one-time operation. The session persists on disk after successful login.
  • If login fails, ask the user to check their internet connection and try again.
  • Never ask for or handle Telegram passwords/2FA codes programmatically — always let the user enter them interactively.

Step 3: Identify What the User Needs

Match the user's request to one of the read operations below.

User RequestCommandKey Flags
List all chats/channelstdl chat ls-o json, -f "FILTER"
List only channelstdl chat ls -f "Type contains 'channel'"-o json
Export recent messagestdl chat export -c CHAT -T last -i N--all, --with-content
Export messages by time rangetdl chat export -c CHAT -T time -i START,END--all, --with-content
Export messages by ID rangetdl chat export -c CHAT -T id -i FROM,TO--all, --with-content
Export from a topic/threadtdl chat export -c CHAT --topic TOPIC_ID--all, --with-content
Search for a channel by nametdl chat ls -f "VisibleName contains 'NAME'"-o json

Chat identifiers

The -c flag accepts multiple formats:

FormatExample
Username (with @)-c @channel_name
Username (without @)-c channel_name
Numeric chat ID-c 123456789
Public link-c https://t.me/channel_name
Phone number-c "+1 123456789"
Saved Messages-c "" (empty)

Step 4: Execute the Command

Listing chats

# List all chats
tdl chat ls

# JSON output for processing
tdl chat ls -o json

# Filter for channels only
tdl chat ls -f "Type contains 'channel'"

# Search by name
tdl chat ls -f "VisibleName contains 'Bloomberg'"

Exporting messages

Always use --all --with-content to get text messages (not just media):

# Last 20 messages from a channel
tdl chat export -c @channel_name -T last -i 20 --all --with-content -o /tmp/tdl-export.json

# Messages from a time range (Unix timestamps)
tdl chat export -c @channel_name -T time -i 1710288000,1710374400 --all --with-content -o /tmp/tdl-export.json

# Messages by ID range
tdl chat export -c @channel_name -T id -i 100,200 --all --with-content -o /tmp/tdl-export.json

Key rules

  1. Check auth first — run tdl chat ls --limit 1 before other commands to verify the session is valid
  2. Always use --all --with-content when exporting messages for reading — without these flags, tdl only exports media messages
  3. Use -o FILE to save exports to a file, then read the JSON — this is more reliable than parsing stdout
  4. Start with small exports — use -T last -i 20 unless the user asks for more
  5. Use filters on chat ls to help users find the right channel before exporting
  6. Read-only — don't send messages, join or leave channels, or modify anything
  7. Convert timestamps — when the user gives dates, convert to Unix timestamps for the -T time filter

Working with exported JSON

After exporting, read the JSON file and extract the relevant information:

# Export messages
tdl chat export -c @channel_name -T last -i 20 --all --with-content -o /tmp/tdl-export.json

# Read and process the export
cat /tmp/tdl-export.json

The export JSON contains message objects with fields like id, date, message (text content), from_id, views, and media metadata.


Step 5: Present the Results

Lead with the most relevant news or market updates rather than a raw dump. Give each message its timestamp and source channel, group messages from several channels by theme (macro, earnings, crypto), and call out breaking news, price targets, and earnings surprises. For channel lists, show name, member count, and type.


Step 6: Diagnostics

If something isn't working:

ErrorCauseFix
not authorized or session errorsNot logged in or session expiredRun tdl login -T qr to re-authenticate
FLOOD_WAIT_XRate limited by TelegramWait X seconds, then retry
CHANNEL_PRIVATENo access to channelUser must join the channel in their Telegram app first
tdl: command not foundtdl not installedInstall using Step 1

Reference Files

  • references/commands.md — Complete tdl command reference for reading channels and exporting messages

Read the reference file when you need exact command syntax or detailed flag documentation.