2026-04-29

A day-by-day first-week checklist for chatroom reply automation, review mode to auto mode

A day-by-day first-week checklist for chatroom reply automation, review mode to auto mode

"I installed today, can I turn auto-replies on tomorrow?"

The short answer is no. Flipping to auto mode before you've validated the agent tone in your specific group chat means the first awkward reply hits five members at once.

This post is a day-by-day checklist that rolls out automation gradually. About 30 minutes of work per day, and by end of week your operator voice is stable in the agent and replying automatically across 1 to 3 group chats.

Pre-flight, 5 minutes before Day 1

  1. Laptop spec: macOS Apple Silicon or Windows 10/11. RAM 8GB or more recommended.
  2. Telegram API credentials: Go to my.telegram.org, register a new application, note the "id" and "hash".

7-day progression curve

SVG: tone-fit curve + mode transitions

Blue curve = ratio of drafts that ship as-is (queue [Approve] without edits). Background bands = operating mode.

Install Review + tone Expand Day 1 Day 2 Days 3-5 Day 6 Day 7 0% 50% 95%

Day-by-day cards

All 7 days at a glance

30-60 minutes per day. Mode badge shows the operating stage.

1
Install + account registration
Download Replyer, Wizard, my.telegram.org api_id/hash, SMS verification
Idle
2
1 agent + 1 group chat mapping
Pick 1 of 11 templates, map to safest chat, [Start] in review mode
Manual
3
Review mode + tone tuning (Day 1)
Queue page draft review, refine system prompt, add hard-banned phrases
Review
4
Review mode + tone tuning (Day 2)
Iterate review cycle, adjust length / emoji in [Response behavior]
Review
5
Review mode + tone tuning (Day 3)
Target 95% ship-as-is rate, otherwise extend to Day 6-7
Review
6
Add agents + diversify routing
Identify 2-3 topics, map per-topic agents, configure triggers
Review
7
Expand to 2-3 group chats
Map validated agent to more chats, per-chat active hours / cap tuning
Week 2+

Day 1, install + account registration (30 min)

Goal: Replyer running on your laptop with one Telegram account logged in.

  • Download Replyer, pick the build matching your OS
  • First launch shows the Wizard
  • Enter api_id, api_hash, phone, receive SMS verification code
  • Account registered, sidebar [Accounts] page shows your username
  • Do NOT press [Start] at this point

Day 2, one agent + one group chat mapping (30 min)

  • Pick the smallest, friendliest group chat you operate
  • [Agents] page, choose the template closest to that chat's vibe
  • Agent editor, Basic tab, leave the system prompt as-is
  • Account tab, pick the account you registered in Day 1
  • [Rooms] page, toggle the agent column ON for that group chat
  • Hit [Start] in review mode (not auto mode)

Days 3 to 5, review mode + tone iteration (30 to 60 min daily)

Goal: Tune the agent's system prompt until 95% of drafts can ship as-is.

  • Review drafts in the [Queue] page
  • Tone off? Refine system prompt (apply 5 principles from the agent prompt guide)
  • Awkward word leaking? Add to the Meta tab's hard-banned phrase list
  • Length wrong? Adjust max length in the Response behavior tab
  • Off emoji habit? Pin emoji frequency in the system prompt

Day 6, add agents + diversify routing (30 to 60 min)

  • Analyze message patterns ([Logs] page, view 7-day history)
  • Identify 2 to 3 frequent topics
  • Map a agent per topic with triggers / priority / active hours

Day 7, expand to 2 to 3 group chats (30 to 60 min)

  • Pick 1 to 2 chats with similar vibe and map the same agent
  • Per-chat fine-tuning of active hours / hourly cap
  • [Queue] page lets you review drafts across all chats together
  • [Activity] page shows hourly / daily fired-message stats

Week 2 onward, signals to enable auto mode

5 readiness signals (gauge bars)

All gauges must reach green before flipping auto mode. Progressive achievement.

Queue [Approve] ship-as-is rate
95%+
Member "off" feedback count
0
Chat vibe (activity / churn)
Normal
6 safety nets (cfg.responder.*)
All on
Active hours match real pattern
Match

When enabling auto mode:

  • Start with a 15 to 30 second countdown (so you have time to [Cancel])
  • Reduce to 5 to 10 seconds as confidence builds
  • Check the [Activity] page daily for fired messages

Pitfalls, common rollout mistakes in week 1

PitfallResultPrevention
Press [Start] on Day 1 and walk awayQueue piles up with no agentWait until Day 2 agent mapping
Auto mode on Day 3 with untuned agentAwkward replies hit membersAuto mode is Week 2+ only
Map 5 chats on Day 1Hard to track which chat / agent is misbehavingOne chat through Day 5
Hourly cap above 30Members notice "they're glued to chat"8 to 12 recommended
Default system prompt unchangedChatbot phrases leakTune Days 3 to 5

After week 1, scaling up

  • Expand to 5 to 10 chats: same agent, just additional room mappings
  • Different chat vibes: spin up a separate agent, route by topic
  • Multiple Telegram accounts: register a second account, separate via agent's Account tab
  • Backup / restore / move to another PC: zip backup from [Backup] page, or share-code per agent / account

Five-minute setup

Download Replyer and start Day 1. The 11 built-in agent templates let you pick one matching your chat's vibe immediately on Day 2.

Cross-reference these posts as you progress: