New arrival#001
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Unsolicited promotion · Guaranteed-return claim
Telegram moderation
Keep the
conversation
worth having.
Self-host with Naaradmuni. Your bot, your dashboard. Review every decision before a single message is removed.
Saturday MakersSynthetic chat
A good group shouldn’t need a full-time spam patrol.
You started a community, not a moderation queue.
Absolutely. That’s what we’re here for.
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See what it would do.
Decide when it should.
Observe first.
Every group starts here. Messages are scored and explained in your dashboard while the chat stays untouched.
- Chat
- Visible
- Decision
- Flagged
- Strikes
- 0
Unsolicited promotion — guaranteed-return claim.
Test against your labels.
Benchmark models and policy drafts on your own examples before changing live thresholds.
Evaluate is a workflow stage, not an application mode.- Dataset
- Labelled
- Compare
- P · R · F1 · Cost
- Rollout
- Observe
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● Spam“I wrote up our repair notes; happy to share them.”
○ LegitimateEnforce on your terms.
Switch to Enforce when the decisions match your judgement. Graduated strikes log every action.
- Chat
- Removed
- Action
- Strike 1 / 3
- Audit
- Recorded
01 · Delete & log02 · Clear 48h history03 · Ban user
The decision is
only the beginning.
Illustrative workspace
Review queue
● ObserveStrike ledger
3-strike escalation01.Delete message & record strikeStrike 1
02.Purge 48h tracked historyStrike 2
03.Permanent ban & history purgeStrike 3
Model & policy lab
Frozen evaluation01.Baseline policy● Active
02.Candidate revisionAwaits owner approval
Isolated workspaces
Shared PostgreSQL01.Saturday Makers● Observe
02.Hardware Guild● Enforce
Mini App
Saturday Makers
Review queue
● SpamUnsolicited promotion
Strike ledger
Graduated rules
Owner & admins exemptPer-group history
Model lab
Compare runs
Owner approval requiredRollouts begin in Observe
Workspaces
2 groups
Hardware Guild● Enforce
Your group.
Your setup.
Naaradmuni is Unspammed’s self-hosted edition. Bring your own bot, hosting and model-provider account, and pay those providers directly.
Prefer hosted? Unspammed Bot, @unspammedbot, is planned at US$5/month. That price is a placeholder; subscriptions aren’t open yet.
- 01.Your bot
- Your own bot and community permissions.
- 02.Your data
- Review history and strikes in your database.
- 03.Your host
- Deploy on infrastructure you choose.
- 04.Your models
- Compare providers against your own labels.