f098cfda40
* test(coverage): batch 13–14 — core/all registry, proxy_config tool (#530) Add 36 new tests: - core/all: registry integrity (no duplicates, schema-controller parity), rpc_method_name, namespace_description, validate_params, schema lookup - proxy_config: parse_scope, parse_string_list (CSV, array, errors), parse_optional_string_update, env_snapshot, proxy_json, security gates All 4096 tests pass. * test(coverage): batch 15 — memory/store/unified/helpers pure functions (#530) Add 31 new tests for helpers module: - vec_to_bytes/bytes_to_vec roundtrip, cosine_similarity (identical, orthogonal, mismatched, zero), collapse_whitespace, normalize_search_text, tokenize_search_terms, normalize_graph_entity/predicate, json_string_array, merge_unique_string_arrays, json_i64 (int/float/missing/string), recency_score (current/old/future), chunk_document_content All 4127 tests pass. * test(coverage): batch 16 — terminal, supervision, security detect, trigger history (#530) Add 27 new tests across 4 modules: - accessibility/terminal: is_text_role, is_terminal_app, looks_like_terminal_buffer, extract_terminal_input_context, noise line detection - channels/runtime/supervision: compute_max_in_flight_messages clamping - security/detect: all sandbox backend fallback paths (landlock, firejail, bubblewrap, docker on non-linux), disabled-via-enabled-false - composio/trigger_history: list_recent with limit, empty store, field validation All 4154 tests pass. * test(coverage): batch 17 — learning, update, encryption, doctor, service schemas + skills/types (#530) Add 49 new tests across 6 modules: - learning/schemas: catalog, schema validation, unknown fallback - update/schemas: check/apply schemas, optional staging_dir, controller parity - encryption/schemas: encrypt/decrypt schemas, read_required helper - doctor/schemas: report/models schemas, read_optional helper (none/null/value/error) - service/schemas: 8 lifecycle functions, restart optional params, daemon_host - skills/types: ToolResult success/error/json/mixed, serde roundtrip, ToolContent All 4203 tests pass. * test(coverage): batch 18 — accessibility/keys key-state probes (#530) Add tests for is_tab_key_down/is_escape_key_down (platform-safe), macOS-specific constant validation. All 4216 tests pass. * test(coverage): batch 19 — service/restart, memory/store/factories (#530) Add 7 new tests: - service/restart: default source/reason, whitespace trimming, empty-string defaults, RestartStatus serde, startup delay noop - memory/store/factories: effective_memory_backend_name, migration-disabled error All 4223 tests pass. * test(coverage): batch 20 — tree_summarizer schemas, subconscious schemas (#530) Add 38 new tests across 2 modules: - tree_summarizer/schemas: catalog parity, all 5 functions, param helpers (read_required, read_optional, read_optional_timestamp), type_name, namespace_input - subconscious/schemas: catalog parity, all 10 functions, required input validation, field/field_req/field_opt helpers All 4261 tests pass. --------- Co-authored-by: Steven Enamakel <31011319+senamakel@users.noreply.github.com>
OpenHuman
The age of super intelligence is here. OpenHuman is your Personal AI super intelligence. Private, Simple and extremely powerful.
Discord • Reddit • X/Twitter • Docs
"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