blog index

Compounding Loops

How agentropy turns goals into artifacts, experiments, corrections, and outcomes.

snapshot 2026-05-05 source loop/README.md, designs/in-progress/wealth-compounding-loop.md local worktree guide

Growth Loop Flow

LLM model-involved step
1SignalsManual notes, loop state, drift data, venture evidence, and brief actions accumulate.
what it is
Manual notes, loop state, drift data, venture evidence, and brief actions accumulate.
triggered by
Loop state, manual notes, brief actions, venture evidence, or drift records change.
hands off to
Source Loops
2Source LoopsCompounding, venture, teacher, and distribution loops register candidates.
what it is
Compounding, venture, teacher, and distribution loops register candidates.
triggered by
Scheduled loop jobs or manual run-now commands produce candidates.
hands off to
Growth Governor
3Growth GovernorDeduplicates candidates and selects one action for attention.
what it is
Deduplicates candidates and selects one action for attention.
triggered by
A governor run evaluates candidate priority and duplication.
hands off to
Attention Surface
4Attention SurfaceDashboard, mobile projection, notification, or roadmap item shows the next move.
what it is
Dashboard, mobile projection, notification, or roadmap item shows the next move.
triggered by
A selected candidate is projected to the dashboard, phone, or roadmap.
hands off to
Chat Or Draft
5Chat Or DraftLLMSelected work can open a chat, draft, publish check, or review stage.
what it is
Selected work can open a chat, draft, publish check, or review stage.
triggered by
the operator starts the selected action or asks for drafting/review.
hands off to
Outcome
6OutcomeDone, blocked, ignored, or learned events feed the next cycle.
what it is
Done, blocked, ignored, or learned events feed the next cycle.
triggered by
The action is marked done, blocked, ignored, or converted into a learning signal.
hands off to
The next local run, dashboard view, or review loop.
The governor selects one action with local rules. Model calls appear only when an action needs drafting, critique, or chat.

Status

Local Worktree Scope

This page describes the local worktree as of 2026-05-05. Several growth-loop files are present locally and may be uncommitted. Verify git status before treating them as the main branch contract.

Loop

Compounding Loop

compounding-loop writes a daily packet across career trust, competence, family, health, public authority, relationships, service, and business ventures.

It chooses one compounding action, one maintenance action, and one correction signal. It is local and append-only by default.

Loop

Venture Loop

venture-loop keeps the venture alive as a real equity bet without letting fantasy replace evidence.

It records market, customer, product, distribution, learning, and constraint signals. It prefers demand evidence, customer follow-up, claim audits, and thesis updates over product polish.

It may draft outreach or public artifacts, but it does not send external messages.

Selection

Teacher Loop And Growth Governor

teacher-loop watches local drift evidence and writes a correction only when there is a concrete next move.

growth-governor reads candidates from the source loops, deduplicates them, and selects one action for attention. It prevents several loops from competing for the same day.

The selection path is local and deterministic. LLM enters later when the selected action opens a chat, asks for a draft, runs publish review, or calls an agent through agent_router.

Output

Roadmap And Distribution

The roadmap is the local queue for active work, drafts, notes, archive actions, and chat-session starts.

LLM Distribution and publish-check paths may call reviewer or writer stages to critique or draft text. Anything that sends to another person remains approval-gated through the action and mobile paths.