From 72048814ff71dbb8d1c48c656653bbb356791734 Mon Sep 17 00:00:00 2001
From: Steven Enamakel <31011319+senamakel@users.noreply.github.com>
Date: Fri, 8 May 2026 23:12:59 -0700
Subject: [PATCH] docs(gitbooks v5): restructure features, simplify
subconscious, README polish, default auto-fetch to 20 min (#1386)
---
.husky/pre-push | 12 +
README.md | 40 +-
.../.gitbook/assets/2. How It Works@2x.png | Bin 96763 -> 0 bytes
.../assets/25. Distributed Teams@2x.png | Bin 182438 -> 0 bytes
.../assets/6. Inline Autocomplete@2x.png | Bin 101156 -> 0 bytes
.../assets/9. Skills & Integrations@2x.png | Bin 124814 -> 0 bytes
.../assets/V02 — Two Innovations@2x.png | Bin 133139 -> 0 bytes
.../assets/V04_The_ANI_Problem@2x.png | Bin 228393 -> 0 bytes
.../V05 — Performance Benchmarks@2x (1).png | Bin 190532 -> 0 bytes
.../V05 — Performance Benchmarks@2x.png | Bin 185552 -> 0 bytes
.../V07_Purkinje_Cell_to_Subconscious@2x.png | Bin 131857 -> 0 bytes
.../assets/V08_How_Pieces_Connect@2x.png | Bin 145553 -> 0 bytes
.../assets/V09 — Neocortex Hero@2x.png | Bin 321820 -> 0 bytes
.../V10_Knowledge_Graph_Visualization@2x.png | Bin 274032 -> 0 bytes
...1 — Tiered Memory Deep Dive@2x (1) (1).png | Bin 199455 -> 0 bytes
...1 — Tiered Memory Deep Dive@2x (1) (2).png | Bin 199455 -> 0 bytes
.../V11 — Tiered Memory Deep Dive@2x (1).png | Bin 199455 -> 0 bytes
.../V11 — Tiered Memory Deep Dive@2x (2).png | Bin 199455 -> 0 bytes
.../V11 — Tiered Memory Deep Dive@2x.png | Bin 199455 -> 0 bytes
.../V12_Neuroscience_of_Forgetting@2x.png | Bin 141476 -> 0 bytes
.../assets/V13_Subconscious_Loop@2x.png | Bin 198715 -> 0 bytes
.../assets/V14_Mirror_Test_Concept@2x.png | Bin 136069 -> 0 bytes
.../assets/V15 — Three Pillars@2x.png | Bin 217564 -> 0 bytes
.../assets/V16_Data_Flow_Pipeline@2x.png | Bin 184077 -> 0 bytes
gitbooks/.gitbook/assets/image (1) (1).png | Bin 214931 -> 0 bytes
gitbooks/.gitbook/assets/image (1).png | Bin 214931 -> 0 bytes
gitbooks/.gitbook/assets/image (2).png | Bin 127779 -> 0 bytes
gitbooks/.gitbook/assets/image (3).png | Bin 223638 -> 0 bytes
gitbooks/.gitbook/assets/image (4).png | Bin 13565 -> 0 bytes
.../assets/memory-tree-pipeline.excalidraw | 1353 -----------------
gitbooks/.gitbook/assets/screen.png | Bin 155633 -> 0 bytes
gitbooks/README.md | 6 +-
gitbooks/SUMMARY.md | 14 +-
gitbooks/developing/README.md | 80 +-
gitbooks/features/architecture.md | 6 +-
.../README.md} | 12 +-
.../features/{ => integrations}/auto-fetch.md | 22 +-
.../README.md} | 5 +-
.../features/{ => model-routing}/local-ai.md | 14 +-
gitbooks/features/native-tools.md | 2 +-
gitbooks/features/obsidian-wiki/README.md | 2 +-
.../obsidian-wiki/memory-tree-pipeline.md | 2 +-
.../features/obsidian-wiki/memory-tree.md | 10 +-
gitbooks/features/platform.md | 2 +-
gitbooks/features/privacy-and-security.md | 10 +-
gitbooks/features/subconscious.md | 314 ++--
gitbooks/features/token-compression.md | 2 +-
gitbooks/features/voice.md | 2 +-
gitbooks/overview/getting-started.md | 8 +-
gitbooks/overview/how-it-works.md | 8 +-
.../account-and-security.md | 41 -
gitbooks/settings-reference/ai-and-skills.md | 45 -
.../automation-and-channels.md | 40 -
src/openhuman/composio/periodic.rs | 6 +-
54 files changed, 241 insertions(+), 1817 deletions(-)
delete mode 100644 gitbooks/.gitbook/assets/2. How It Works@2x.png
delete mode 100644 gitbooks/.gitbook/assets/25. Distributed Teams@2x.png
delete mode 100644 gitbooks/.gitbook/assets/6. Inline Autocomplete@2x.png
delete mode 100644 gitbooks/.gitbook/assets/9. Skills & Integrations@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V02 — Two Innovations@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V04_The_ANI_Problem@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V05 — Performance Benchmarks@2x (1).png
delete mode 100644 gitbooks/.gitbook/assets/V05 — Performance Benchmarks@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V07_Purkinje_Cell_to_Subconscious@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V08_How_Pieces_Connect@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V09 — Neocortex Hero@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V10_Knowledge_Graph_Visualization@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V11 — Tiered Memory Deep Dive@2x (1) (1).png
delete mode 100644 gitbooks/.gitbook/assets/V11 — Tiered Memory Deep Dive@2x (1) (2).png
delete mode 100644 gitbooks/.gitbook/assets/V11 — Tiered Memory Deep Dive@2x (1).png
delete mode 100644 gitbooks/.gitbook/assets/V11 — Tiered Memory Deep Dive@2x (2).png
delete mode 100644 gitbooks/.gitbook/assets/V11 — Tiered Memory Deep Dive@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V12_Neuroscience_of_Forgetting@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V13_Subconscious_Loop@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V14_Mirror_Test_Concept@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V15 — Three Pillars@2x.png
delete mode 100644 gitbooks/.gitbook/assets/V16_Data_Flow_Pipeline@2x.png
delete mode 100644 gitbooks/.gitbook/assets/image (1) (1).png
delete mode 100644 gitbooks/.gitbook/assets/image (1).png
delete mode 100644 gitbooks/.gitbook/assets/image (2).png
delete mode 100644 gitbooks/.gitbook/assets/image (3).png
delete mode 100644 gitbooks/.gitbook/assets/image (4).png
delete mode 100644 gitbooks/.gitbook/assets/memory-tree-pipeline.excalidraw
delete mode 100644 gitbooks/.gitbook/assets/screen.png
rename gitbooks/features/{integrations.md => integrations/README.md} (88%)
rename gitbooks/features/{ => integrations}/auto-fetch.md (71%)
rename gitbooks/features/{model-routing.md => model-routing/README.md} (91%)
rename gitbooks/features/{ => model-routing}/local-ai.md (89%)
delete mode 100644 gitbooks/settings-reference/account-and-security.md
delete mode 100644 gitbooks/settings-reference/ai-and-skills.md
delete mode 100644 gitbooks/settings-reference/automation-and-channels.md
diff --git a/.husky/pre-push b/.husky/pre-push
index 7a0e8555e..a6a469a48 100755
--- a/.husky/pre-push
+++ b/.husky/pre-push
@@ -1,5 +1,17 @@
#!/usr/bin/env sh
+# Bail out immediately on Ctrl+C / SIGTERM. Without this trap, an interrupt
+# only kills the current pnpm subprocess; the script then captures its 130
+# exit, mistakes it for a normal failure, and runs the next pnpm step.
+abort() {
+ echo
+ echo "Pre-push aborted."
+ trap - INT TERM
+ kill -- -$$ 2>/dev/null
+ exit 130
+}
+trap abort INT TERM
+
# Windows Git Bash can miss Node/Pnpm in PATH when hooks run.
# Recover from common PATH drift by hydrating from where.exe.
has_node() {
diff --git a/README.md b/README.md
index 6dc43899f..f9581bed2 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@
-> **Early Beta** — Under active development. Expect rough edges.
+> **Early Beta**: Under active development. Expect rough edges.
To install or get started, either download from the website over at [tinyhumans.ai/openhuman](https://tinyhumans.ai/openhuman) or run
@@ -41,33 +41,35 @@ irm https://raw.githubusercontent.com/tinyhumansai/openhuman/main/scripts/instal
OpenHuman is an open-source agentic assistant designed to integrate with you in your daily life. Each bullet links to the deeper writeup in the [docs](https://tinyhumans.gitbook.io/openhuman/).
-- **Simple, UI-first** — A clean desktop experience and short onboarding paths so you can go from install to a working agent in a few clicks, without a config-first setup. No terminal required.
+- **Simple, UI-first**: a clean desktop experience and short onboarding paths so you can go from install to a working agent in a few clicks, without a config-first setup. No terminal required.
-- **One subscription, many providers** — One account gets you access to many agentic APIs (AI models, search, webhooks/tunnels, third-party APIs).
+- **[118+ third-party integrations with auto-fetch](https://tinyhumans.gitbook.io/openhuman/features/integrations)**: plug into Gmail, Notion, GitHub, Slack, Stripe, Calendar, Drive, Linear, Jira and the rest of your stack with **one-click OAuth**. Every connection is exposed to the agent as a typed tool, and every twenty minutes the core walks each active connection and pulls fresh data into the [memory tree](https://tinyhumans.gitbook.io/openhuman/features/integrations/auto-fetch). No prompts, no polling loops you have to write, so the agent already has tomorrow's context this morning.
-- **[118+ third-party integrations](https://tinyhumans.gitbook.io/openhuman/features/integrations)** — Plug into Gmail, Notion, GitHub, Slack, Stripe, Calendar, Drive, Linear, Jira and the rest of your stack with **one-click OAuth**. Every connection is exposed to the agent as a typed tool.
+- **[Memory Tree](https://tinyhumans.gitbook.io/openhuman/features/memory-tree) + [Obsidian Wiki](https://tinyhumans.gitbook.io/openhuman/features/obsidian-wiki)**: a local-first knowledge base built from your data and your activity. Everything you connect is canonicalized into ≤3k-token Markdown chunks, scored, and folded into hierarchical summary trees stored in **SQLite on your machine**. The same chunks land as `.md` files in an Obsidian-compatible vault you can open, browse and edit, inspired by Karpathy's [obsidian-wiki workflow](https://x.com/karpathy/status/2039805659525644595).
-- **[Memory Tree](https://tinyhumans.gitbook.io/openhuman/features/memory-tree) + [Obsidian Wiki](https://tinyhumans.gitbook.io/openhuman/features/obsidian-wiki)** — A local-first knowledge base built from your data and your activity. Everything you connect is canonicalized into ≤3k-token Markdown chunks, scored, and folded into hierarchical summary trees stored in **SQLite on your machine**. The same chunks land as `.md` files in an Obsidian-compatible vault you can open, browse and edit — inspired by Karpathy's [obsidian-wiki workflow](https://x.com/karpathy/status/2039805659525644595).
+- **Batteries included**: web search, a web-fetch [scraper](https://tinyhumans.gitbook.io/openhuman/features/native-tools), a full coder toolset (filesystem, git, lint, test, grep), and [native voice](https://tinyhumans.gitbook.io/openhuman/features/voice) (STT in, ElevenLabs TTS out, mascot lip-sync, live Google Meet agent) are wired in by default. [Model routing](https://tinyhumans.gitbook.io/openhuman/features/model-routing) sends each task to the right LLM (reasoning, fast, or vision) under one subscription. No "install a plugin to read files" friction. [Optional local AI via Ollama](https://tinyhumans.gitbook.io/openhuman/features/model-routing/local-ai) for on-device workloads.
-- **[Auto-fetch from your stack](https://tinyhumans.gitbook.io/openhuman/features/auto-fetch)** — Every five minutes the core walks each active connection and pulls fresh data into the memory tree. No prompts, no polling loops you have to write — the agent already has tomorrow's context this morning.
+- **[Smart token compression (TokenJuice)](https://tinyhumans.gitbook.io/openhuman/features/token-compression)**: every tool call, scrape result, email body, and search payload is run through a token compression layer before it touches any LLM Model. HTML is converted to Markdown, long URLs are shortened, etc... You get the same information but at a fraction of the tokens. Reducing costs by upto 80%.
-- **[Smart token compression (TokenJuice)](https://tinyhumans.gitbook.io/openhuman/features/token-compression)** — Verbose tool output (git, npm, cargo, docker, large emails) is compacted by a rule overlay before it ever enters LLM context. Sweeping through thousands of emails stays cheap because the model never sees the noise.
-
-- **[Automatic model routing](https://tinyhumans.gitbook.io/openhuman/features/model-routing)** — Tasks pick their model. `hint:reasoning` lands on a strong reasoning model, `hint:fast` on a fast one, vision goes to a vision model — all under one subscription, with zero per-provider key juggling.
-
-- **[Native voice (ElevenLabs)](https://tinyhumans.gitbook.io/openhuman/features/voice)** — STT in, ElevenLabs TTS out, with mascot lip-sync. Includes a live Google Meet agent that listens, takes notes and can speak back in your meetings.
-
-- **[Native search, scraper and coder](https://tinyhumans.gitbook.io/openhuman/features/native-tools)** — Built-in web search, web-fetch scraper, and a full filesystem / git / lint / test / grep toolset wired into the agent out of the box. No "install a plugin to read files" friction.
-
-- **[Optional local AI (via Ollama)](https://tinyhumans.gitbook.io/openhuman/features/local-ai)** — Off by default. Opt in per-workload to keep memory embeddings, summary-tree building, and background reflection loops on your machine. Chat / vision / voice stay cloud — the local path is scoped to the workloads where on-device actually pays.
-
-- **[Messaging channels](https://tinyhumans.gitbook.io/openhuman/features/integrations#messaging-channels)** and **[privacy & security](https://tinyhumans.gitbook.io/openhuman/features/privacy-and-security)** — Inbound/outbound across the channels you already use, with workflow data that stays on device, encrypted locally, treated as yours.
+- **[Messaging channels](https://tinyhumans.gitbook.io/openhuman/features/integrations#messaging-channels)** and **[privacy & security](https://tinyhumans.gitbook.io/openhuman/features/privacy-and-security)**: inbound/outbound across the channels you already use, with workflow data that stays on device, encrypted locally, treated as yours.
For contributors: [Architecture](https://tinyhumans.gitbook.io/openhuman/developing/architecture) · [Getting Set Up](https://tinyhumans.gitbook.io/openhuman/developing/getting-set-up) · [Cloud Deploy](https://tinyhumans.gitbook.io/openhuman/developing/cloud-deploy) · [`CONTRIBUTING.md`](./CONTRIBUTING.md).
+## Context in minutes, not weeks
+
+OpenHuman is the first agent harness that gets to know in minutes. Insipired by [Karpathy's LLM Knowledgebase](https://x.com/karpathy/status/2039805659525644595). Connect → sync → ingest → done.
+
+
+ 
+
+
+Most agents start cold. Hermes learns by watching you work; OpenClaw waits for plugins to ferry context in. Either way, you spend days or weeks before the agent knows enough about your stack to be genuinely useful.
+
+OpenHuman skips the wait. Connect your accounts, let [auto-fetch](https://tinyhumans.gitbook.io/openhuman/features/integrations/auto-fetch) pull from every integration on a 20-minute loop, and the [Memory Tree](https://tinyhumans.gitbook.io/openhuman/features/memory-tree) canonicalizes everything into ≤3k-token Markdown chunks scored and folded into hierarchical summary trees: a Karpathy-style [Obsidian wiki](https://tinyhumans.gitbook.io/openhuman/features/obsidian-wiki) on disk, queryable SQLite under the hood. One sync pass and the agent has read your inbox, your calendar, your repos, your docs. No training period. No "give it a few weeks."
+
## OpenHuman vs Other Agent Harnesses
-High-level comparison (products evolve—verify against each vendor). OpenHuman is built to **minimize vendor sprawl**, keep **workflow knowledge on-device**, and give the agent a **persistent memory** of your data — not only chat.
+High-level comparison (products evolve, so verify against each vendor). OpenHuman is built to **minimize vendor sprawl**, keep **workflow knowledge on-device**, and give the agent a **persistent memory** of your data, not only chat.
| | Claude Cowork | OpenClaw | Hermes Agent | OpenHuman |
| ------------------- | ----------------- | ----------------- | ----------------- | ---------------------------------- |
@@ -76,7 +78,7 @@ High-level comparison (products evolve—verify against each vendor). OpenHuman
| **Cost** | ⚠️ Sub + add-ons | ⚠️ BYO models | ⚠️ BYO models | ✅ One sub + TokenJuice |
| **Memory** | ✅ Chat-scoped | ⚠️ Plugin-reliant | ✅ Self-learning | 🚀 Memory Tree + Obsidian vault |
| **Integrations** | ⚠️ Few connectors | ⚠️ BYO | ⚠️ BYO | 🚀 118+ via OAuth |
-| **Auto-fetch** | 🚫 None | 🚫 None | 🚫 None | ✅ 5-min sync into memory |
+| **Auto-fetch** | 🚫 None | 🚫 None | 🚫 None | ✅ 20-min sync into memory |
| **API sprawl** | 🚫 Extra keys | 🚫 BYOK | 🚫 Multi-vendor | ✅ One account |
| **Model routing** | 🚫 Single model | ⚠️ Manual | ⚠️ Manual | ✅ Built-in |
| **Native tools** | ✅ Code-only | ✅ Code-only | ✅ Code-only | ✅ Code + search + scraper + voice |
diff --git a/gitbooks/.gitbook/assets/2. How It Works@2x.png b/gitbooks/.gitbook/assets/2. How It Works@2x.png
deleted file mode 100644
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