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Metacognitive oversight. "$sg review" for on-demand evaluation, "$sg init" to set up, "$sg audit" to review decisions.

open-horizon-labs By open-horizon-labs schedule Updated 1/14/2026

name: sg description: Metacognitive oversight. "$sg review" for on-demand evaluation, "$sg init" to set up, "$sg audit" to review decisions.

superego - Metacognitive Oversight

Superego provides metacognitive review for AI sessions, catching premature commitment, scope creep, and misalignment.

All commands invoke the sg CLI. If sg is not installed, show:

sg not installed. Install with:
  brew tap open-horizon-labs/homebrew-tap && brew install superego
  # or: cargo install superego

$sg review

Review staged changes or current work. On-demand metacognitive evaluation.

sg review

$sg init

Initialize superego for this project.

sg init

$sg audit

Review decision history with LLM analysis.

sg audit

$sg history

Query decision history.

sg history

$sg prompt list

List available superego prompts.

sg prompt list

$sg prompt switch

Switch to a different superego prompt.

sg prompt switch <name>

$sg prompt show

Show current prompt content.

sg prompt show

$sg mode

Show current evaluation mode (always or pull).

sg mode

$sg reset

Reset superego state (recovery from corruption).

sg reset

$sg check

Check hooks and auto-update if outdated.

sg check

Protocol

Mode: Pull mode - evaluates only when explicitly requested.

When to use $sg review:

  • Before committing to a plan or approach
  • When choosing between alternatives
  • Before non-trivial implementations
  • When the task feels complex or uncertain
  • Before claiming work is "done"

Results:

  • has_concerns: true = STOP and show feedback to user
  • has_concerns: false = continue with confidence
  • skipped: true = proceed normally (this is fine)

Superego is opt-in. Use it for high-stakes decisions, architectural choices, or when you want a second opinion.

Install via CLI
npx skills add https://github.com/open-horizon-labs/bottle --skill sg
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