Charles

Attention Router · v2.2.1

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Memories
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Last rollup
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Chats 24h
How it works
📥

A service posts a signal

CLI, curl, any fleet service — answered in ~15ms, written down before anything else happens

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🧹

Haiku 4.5 triage, then filed

Severity P1/P2/P3 and a one-line summary. Nothing pings on arrival — the phone stays quiet

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🧵

Grouped into incidents

A thread key derived in code, not guessed by a prompt. Reworded reports of the same problem merge on salient-word overlap: 186 signals became 38 incidents

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📋

One summary, once an hour

Prose first, evidence underneath, counts on the repeats. An empty hour sends nothing at all

Architecture
hef "Stage 4 matched 0/7 on doc 44812" │ ▼ POST /signal → 202 in ~15ms charles.aws.monce.ai │ ├─ write-ahead to sqlite (WAL + FTS5) ├─ haiku 4.5 triage → P1 / P2 / P3 + summary └─ filed. no ping. thread_key derived in code │ ▼ every hour, on the hour haiku 4.5 rollup over the grouped window │ ▼ one telegram message ──→ 📱 📋 14:00 · 23 signals → 4 incidents Rematch loops on the pipeline dominated the hour, all from one worker. HEF stage 4 is still matching nothing on doc 44812. Nothing else moved. 🔴 pipeline ×14 · 13:02→13:57 🔴 hef ×2 · 13:11→13:44 ⚪ snakebatch ×7 · 13:00→13:52 │ ▼ empty hour → nothing sent at all gone in v2.1: nudge 15m · escalate 60m · a ping per signal
Talk to charles

Open to anyone, no key needed. This conversation is kept apart from the fleet's private memory — charles can talk about the work, not about what is inside it.

Ask me about Charles Dana's work — Snake, the Dana Theorem, AUMA, or what this router does.
new session reset
Memory (key required)
API Endpoints
GET /health status + budget + models
POST /signal front door — 202 + async triage
POST /chat talk to charles — open
GET /chat/{session} your own transcript — open
GET /decisions/{id} the answer, for the caller
POST /message v1 compat — sync triage + reply
GET /usage ping rate, answer time, cost — key
POST /admin/rollup force the summary now — key
POST /ask opus 5 + memory — key
GET /memories list + FTS5 search — key
POST /forget remove memories — key
POST /webhook/telegram buttons, replies, commands — secret
CLI Usage
$ charles "hey is charles dana around?" → remembered, triaged, filed for the next rollup $ charles forget coffee → Forgot 2 memories about "coffee" $ curl -X POST https://charles.aws.monce.ai/signal \ -d '{"text":"prod down","source":"hef","severity":"P1"}' → 202 {"event_id":"448b262ce40d4672","status":"accepted"} $ curl -X POST https://charles.aws.monce.ai/chat \ -d '{"message":"what is the Dana Theorem?"}' → {"session_id":"9f3c…","reply":"Any indicator function over a…"} $ # on telegram /now → rollup this window immediately /quiet 3h → hold the summaries, lose nothing