SmokeyandClaude Opus 5.5 7ae7f670ff So Many Crows v1: Sentry triage, crows, guardrails, trust ledger
Go command-line tool. Sentry classifies each todo item as solo, split,
or murder; text-only crows fly under budget, timeout, and flock caps;
trust is earned per crow and per task type; abusive requesters get a
mild, fading cooldown. Runs offline with a mock brain.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01UQnSw4RRWp8uqpj3nsnnXF
2026-10-27 08:16:58 -06:00

So Many Crows

A flock of AI agents. Hand it a todo list; a Sentry crow triages each item, crows fly, and trust is earned over time.

Version one: command-line, text-only crows. No web, files, or APIs until each has guardrails.

Run

go build -o crows .
./crows run todo.txt            # offline mock brain (no key needed)
ANTHROPIC_API_KEY=... ./crows run todo.txt   # real crows (Claude)
./crows trust                   # trust ledger
./crows log -n 20               # flight log

Optional: CROWS_MODEL overrides the model. Results land in todo.crows.md; state lives in .crows/.

How an item flies

  1. Sentry classifies it: solo (one crow), split (2–4 subtasks in parallel), or murder (3 crows answer independently).
  2. Split and murder results go to the Elder, who merges them and flags disagreement.
  3. You approve or reject, depending on trust.

Trust ladder

Level Triage Output
Stranger you approve you approve
Regular you approve auto-accepted, marked unreviewed
Trusted runs on its own runs on its own
  • Promotion: 10 clean approvals in a row (the flock as a whole needs 20).
  • Demotion: one rejection drops a level.
  • A crow's level blends its own record with the flock's record for that task type, so new crows start on the flock's reputation.
  • The Sentry earns triage trust separately, per task type.
  • The least-trusted crow on a job sets the approval bar.

Guardrails (guardrails.go)

Guardrail Default
Crows in flight 5
Murder size 3
Items per list 20
Subtasks per split (depth 1, never re-split) 4
Tokens per item / per list 20,000 / 100,000
Crow timeout 60s
Requests per minute per requester 5
Cooldown 30s, doubling per strike, max 1h

Fail-safe: any answer other than y, including no input, is a no.

Abuse

Flooding the flock earns a mild prank message and a cooldown. Strikes fade one per clean day. Nothing destructive, nothing public.

S
Description
because we shant be calling it a murder in polite society.
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