fa5f822f95 feat(subconscious): stabilize heartbeat + subconscious loop (#392) (#437)
* feat(subconscious): stabilize heartbeat + subconscious loop (#392)

- Enable heartbeat by default (enabled=true, inference_enabled=true, 5min interval)
- Seed system tasks on engine init, not first tick
- SQLite-backed task/log/escalation persistence
- Overlap guard with generation counter — stale ticks are cancelled
- Single log entry per task per tick, updated in place (in_progress → act/noop/escalate/failed/cancelled)
- Rate-limit retry (429 only) for agentic-v1 cloud model calls
- Approval gate: unsolicited write actions on read-only tasks require user approval
- Analysis-only mode for agentic-v1 on read-only escalations
- Non-blocking status RPC — reads from DB, never blocks on engine mutex
- Frontend: system vs user task distinction, toggle switches, expandable activity log
- Frontend: 3s auto-poll on Subconscious tab, skill-related escalation navigation
- Consecutive failure counter in status (resets on success)
- last_tick_at only advances on successful evaluation
- Missing LLM evaluation fallback — unevaluated tasks default to noop
- Docs: subconscious.md architecture guide, memory-sync-functions.md reference

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* style: fix Prettier formatting for subconscious frontend files

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* ci: retrigger checks

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(heartbeat): use disabled config in run_returns_immediately_when_disabled test

HeartbeatConfig::default() has enabled: true, so run() entered the infinite
loop and never returned — hanging the test (and CI) indefinitely.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* fix(subconscious): remove HEARTBEAT.md task import, use SQLite as sole task source

Tasks are now managed exclusively in SQLite via the Subconscious UI.
HEARTBEAT.md is retained for instructions/context only, not as a task list.
Situation report now reads pending tasks from SQLite instead of HEARTBEAT.md.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

* style: cargo fmt on subconscious engine

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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2026-02-20 13:03:15 +04:00

OpenHuman

The age of super intelligence is here. OpenHuman is your Personal AI super intelligence. Private, Simple and extremely powerful.

DiscordRedditX/TwitterDocs

Early Beta Platforms: desktop only Latest Release

The Tet

"The Tet. What a brilliant machine" — Morgan Freeman as he reminisces about alien superintelligence in the movie Oblivion

Early Beta — Under active development. Expect rough edges.

To install or get started, either download from the website over at tinyhumans.ai/openhuman or run

# For MacOS/Linux
curl -fsSL https://raw.githubusercontent.com/tinyhumansai/openhuman/main/scripts/install.sh | bash

# For Windows
irm https://raw.githubusercontent.com/tinyhumansai/openhuman/main/scripts/install.ps1 | iex

What is OpenHuman?

OpenHuman is an open-source agentic assistant that is designed to integrate with you in your daily life. Here's what makes OpenHuman special:

  • 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. You don't need a terminal to run OpenHuman.

  • One subscription, many providers — You only need one account to get access to many agentic APIs (AI Models, Search, Webhooks/Tunnels and other 3rd party APIs etc..), simplifying the experience to get a powerful agent going.

  • Rich Skills — Plug into Gmail, Slack, Notion, and the rest of your stack via rich, feature-backed skills. Connections are typically one click through setup wizards instead of wiring APIs by hand. Workflow data is kept on device, encrypted locally, and treated as yours: encryption and sensitive context stay on your machine. Webhooks give instant feedback into the agent when external systems or skills emit events, so the loop stays tight without constant polling.

  • Local knowledge base — Built from your data and your activity. How you work across tools, sessions, and connected services—so the agent gets rich, workflow-aware context, not a one-off chat transcript. Everything is stored on your machine and compounding over time without becoming a cloud dossier. Channels, skills and ongoing conversations feed the same loop so day-to-day context does not reset every session.

  • Local AI model — The Rust core exposes local AI paths (and the desktop bundle can ship local/bundled runners where applicable) for the workloads above—vision snippets, speech helpers, summarization, tooling—so sensitive steps can stay off the cloud when you choose.

  • Deep desktop integrations — OpenHuman is a native desktop assistant, not a web-only chat: memory-aware keyboard autocomplete, voice (STT listening and TTS replies), screen intelligence that understands what is on screen and feeds your local context, plus windowing and OS-level permissions—so the agent meets you on the machine, not trapped in a browser tab.

Architecture: docs/ARCHITECTURE.md. Contributor orientation: CONTRIBUTING.md.

OpenHuman vs other agents

High-level comparison (products evolve—verify against each vendor). OpenHuman is built to minimize vendor sprawl, keep workflow knowledge on-device, and ship deep desktop features—not only chat.

Claude Code/Cowork OpenClaw Hermes Agent OpenHuman
Open-source: Is the codebase open to review? 🚫 Proprietary client MIT License MIT License GNU License
Simple: Is it simple to get started? Simple Desktop App + CLI ⚠️ Terminal first and often complex ⚠️ Terminal first and often complex Simple, Clean UI/UX. Get started within minutes
Cost: How expensive is to run? ⚠️ Subscription + add-on tool/API costs ⚠️ Tied to models & hosting you choose ⚠️ Tied to models & hosting you choose Cost optimized with the option to run many things locally for free
Memory & Knowledge Base (KB): Does the agent know you and your world? Built-in memory; mostly chat/session scoped ⚠️ Has a local memory but often needs plugins for richer behavior Self-learning / task loops (typical) 🚀 Local KB + Self-learning from your activity & data (GMail, Notion etc... via skills) & prompts
API spagetti: How complex is it to hook mulitple features together? 🚫 Claude bill + often extra keys for MCP/tools 🚫 BYOK / multi-vendor common 🚫 Multiple providers common One account get access to many bundled platform APIs
Extensibility: Can you add rich features into it? MCP (different model than sandboxed skills) Plugin Architecture (SKILL.md) Plugin Architecture (SKILL.md) 🚀 Rich Skills with ability to have realtime updates, local DB & more
Desktop integrations: Can it integrate into your desktop completely? ⚠️ Desktop app & access to folders ⚠️ Often lighter native surface ⚠️ Often lighter native surface STT, TTS, screen intelligence, memory-aware autocomplete and a whole lot more

Contributors Hall of Fame

Show some love and end up in the hall of fame

OpenHuman contributors
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