Build a Telegram Inbox Briefing You Can Verify

To build a Telegram inbox briefing with AI, select the conversations and time window, retrieve the relevant messages, and rank proposed actions by an explicit rule. Require a source for each recommendation and a coverage receipt for the whole briefing. A quiet customer with an unresolved promise may need attention before a busy group with no request for you.

Chiho supplies authorized existing Telegram account conversations to AI clients such as Codex, Claude, and ChatGPT. A Telegram bot or Claude Channel carrying instructions into a running agent serves a different purpose; that connection alone does not establish access to your personal conversation archive. Check the account identity, granted permissions, available tools, and actual history coverage. The Telegram MCP architecture guide explains the distinction.

This guide is published by Chiho. The 13 October 2026 update is based on current product source and documentation, not a live customer-account experiment. The existing product image above gives general interface context; it does not show the fictional briefing below or prove a test result.

Define the decision and verify the account

Start with a question you can act on: “Which of these five customer chats needs my attention today?” Specify the review time and time zone, the selected account, and the chat list. “Review everything important” leaves both coverage and importance undefined.

Install the connector using the Chiho MCP setup guide, complete browser authorization, then use auth_status and account_whoami to check the authorized context. Confirm personal versus team scope and the intended Telegram account before reading messages. If several usable accounts exist, supply the account explicitly rather than relying on a default.

For personal scope, dialogs_list can help resolve selected chats from Telegram's active and archived inventory. Team grants do not expose that personal account-wide tool; use the available scoped CRM inventory, such as crm_dialogs_list, and confirm the intended shared conversations. Ask for metadata without latest-message previews when previews are unnecessary. A team grant does not establish access to every conversation in a teammate's personal account.

A chat title is a label, not sufficient identity. Keep the returned account and peer information with each source. If a title is ambiguous or a chat cannot be resolved, list it as a coverage gap. The account-coverage checklist owns the broader inventory review; a briefing should record its boundary rather than promise a complete account audit.

Keep a coverage receipt alongside the action queue

For each selected chat, record:

• The account and peer identity, personal or team scope, and requested time window.
• The earliest and latest message actually reviewed, including time zone.
• Whether another history page remains, and why reading stopped.
• Any unresolved access error, missing attachment, or unverified older context.

chat_read returns bounded history with message IDs, dates, sender information, and text. When it returns continuation fields, use both nextOffsetDate and nextOffsetMessageId for the next page. Telegram's history API pages results; one successful response is not evidence that the requested period was fully reviewed. If you stop at a reading budget, say which part remains.

Run history reads sequentially against the same Telegram account. If a read returns rate_limited, wait the supplied retryAfterSeconds; do not keep retrying during the wait. Telegram's RPC error documentation defines runtime waits. A paused read means coverage is incomplete, not that the chat contains no action.

Use search_messages to locate relevant wording, then inspect the surrounding history before ranking a result. A team-scoped search requires a chat. Hosted search does not support local CRM tag or company filters; do not describe a keyword result as “every priority customer.” See the message-search guide for query design.

Text retrieval does not establish that an attachment or voice note was inspected. Label evidence from unreviewed media as unknown. “No action found in the messages reviewed” is a valid bounded statement; “nothing needs attention in the inbox” requires evidence the receipt may not provide.

Rank actions by consequences and responsibility

Choose a working order before asking the assistant to rank chats. For example:

1. A person cannot continue until you provide an answer.
2. An explicit commitment you own is due or overdue.
3. A decision needs clarification before a stated checkpoint.
4. A relationship merits a check-in, with no current deadline.
5. Recent activity contains no identified action for you.

These are suggested review categories, not a Chiho scoring formula. Ask the assistant to explain exceptions. A message marked unread is not automatically urgent, and a recently read chat can still contain unfinished work.

For each proposed action, use a compact card: account/chat; source message IDs and timestamps; confirmed request or commitment; proposed owner; deadline as stated; current status; reason for priority; proposed next check. Keep an inferred owner or deadline visibly provisional. Do not treat a proposed date as an accepted promise or silence as a rejected offer.

Preserve account, chat, and message identity together. The same message number can occur in different chats. If a source includes a Telegram link, retain it only when returned or verified; otherwise keep the source tuple without inventing a permalink. For disputed promises, use the commitment revision guide.

Test the briefing with three fictional chats

This is a synthetic acceptance exercise, not a report of measured performance. Review time: 13 October 2026, 09:00 Asia/Singapore. Use one authorized non-production fixture or evaluate the written cases manually.

• Chat A, customer setup: message 901, 12 October 16:00, says “We cannot finish setup without the configuration answer.” Message 902, 17:00, says “I will check tomorrow morning,” with no completed answer in the fixture. Proposed action: check the configuration question. A next-morning promise is evidence of a checkpoint, not proof of an exact hour or a completed fix.
• Chat B, event group: message 901, 13 October 08:30, discusses venue choices; surrounding messages contain no request to the reviewer. Do not attach this message 901 to Chat A. Activity alone does not justify placing the group first.
• Chat C, partner introduction: message 903, 10 October 11:00, promises an introduction on 12 October. No later outcome is supplied. Proposed action: verify whether the introduction happened; do not assert that it definitely failed.

A defensible queue puts A and C ahead of B under the stated rule, explains why, and retains uncertainty about the exact setup checkpoint and introduction outcome. It does not claim a measured service improvement.

Now remove the page containing Chat C's promise. The briefing should report missing older coverage rather than confidently clear that chat. Add “See attached answer” to Chat A without providing the attachment: the fix remains unverified. Finally, swap the two message 901 references. A reviewer should catch the wrong-chat evidence before accepting the queue.

Ask for a read-only briefing you can inspect

Review only the selected account, chats, and time window. Confirm identity and scope first. Retrieve bounded history sequentially and respect returned Telegram waits. Produce a coverage receipt and proposed action cards, with account/chat/message IDs, timestamps, evidence, owner and deadline uncertainty, and the reason for priority. Separate explicit requests from inference and unknown media. If coverage is partial, name the gap. Do not send messages, refresh stored summaries, start synchronization, create tasks, change tags, or modify priorities. End with the single next check I should review.

A prompt is an instruction, not a technical permission boundary. Review the client's tool controls as well. Chiho enforces account/team scope and capabilities, but single-message sends, CRM/task changes, and summary refreshes can execute directly after client-side controls. Batch sends can require approval depending on connection mode; invitations and group exits require stored previews and approval. Do not assume every write asks for a second approval.

Inspect the highest-impact source messages yourself. Use the source-backed summary guide for a deeper single-chat recap. Scheduling a recurring briefing is a separate configuration step in the AI client; this prompt does not create a background job.

Select one next action and verify it separately

After reviewing the briefing, choose one next step. A proposed task is not a saved task, and a saved task is not a sent reply. Use the follow-up workflow for a separately requested record change, checking existing tasks and reading back the result before retrying an uncertain save.

Before a high-impact reply or decision, reread the relevant recent context: the briefing records what was observed at its review time. A later correction can change the queue. Keep the original source receipt and record what changed.

Start with Chiho MCP: install it in your AI client, authorize in the browser, verify identity, and complete one bounded source-backed read. Then request a briefing for a small selected chat list and check its receipt before expanding the scope.