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https://github.com/NousResearch/hermes-agent.git
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850413f120
Background macOS desktop control via cua-driver MCP — does NOT steal the user's cursor or keyboard focus, works with any tool-capable model. Replaces the Anthropic-native `computer_20251124` approach from the abandoned #4562 with a generic OpenAI function-calling schema plus SOM (set-of-mark) captures so Claude, GPT, Gemini, and open models can all drive the desktop via numbered element indices. - `tools/computer_use/` package — swappable ComputerUseBackend ABC + CuaDriverBackend (stdio MCP client to trycua/cua's cua-driver binary). - Universal `computer_use` tool with one schema for all providers. Actions: capture (som/vision/ax), click, double_click, right_click, middle_click, drag, scroll, type, key, wait, list_apps, focus_app. - Multimodal tool-result envelope (`_multimodal=True`, OpenAI-style `content: [text, image_url]` parts) that flows through handle_function_call into the tool message. Anthropic adapter converts into native `tool_result` image blocks; OpenAI-compatible providers get the parts list directly. - Image eviction in convert_messages_to_anthropic: only the 3 most recent screenshots carry real image data; older ones become text placeholders to cap per-turn token cost. - Context compressor image pruning: old multimodal tool results have their image parts stripped instead of being skipped. - Image-aware token estimation: each image counts as a flat 1500 tokens instead of its base64 char length (~1MB would have registered as ~250K tokens before). - COMPUTER_USE_GUIDANCE system-prompt block — injected when the toolset is active. - Session DB persistence strips base64 from multimodal tool messages. - Trajectory saver normalises multimodal messages to text-only. - `hermes tools` post-setup installs cua-driver via the upstream script and prints permission-grant instructions. - CLI approval callback wired so destructive computer_use actions go through the same prompt_toolkit approval dialog as terminal commands. - Hard safety guards at the tool level: blocked type patterns (curl|bash, sudo rm -rf, fork bomb), blocked key combos (empty trash, force delete, lock screen, log out). - Skill `apple/macos-computer-use/SKILL.md` — universal (model-agnostic) workflow guide. - Docs: `user-guide/features/computer-use.md` plus reference catalog entries. 44 new tests in tests/tools/test_computer_use.py covering schema shape (universal, not Anthropic-native), dispatch routing, safety guards, multimodal envelope, Anthropic adapter conversion, screenshot eviction, context compressor pruning, image-aware token estimation, run_agent helpers, and universality guarantees. 469/469 pass across tests/tools/test_computer_use.py + the affected agent/ test suites. - `model_tools.py` provider-gating: the tool is available to every provider. Providers without multi-part tool message support will see text-only tool results (graceful degradation via `text_summary`). - Anthropic server-side `clear_tool_uses_20250919` — deferred; client-side eviction + compressor pruning cover the same cost ceiling without a beta header. - macOS only. cua-driver uses private SkyLight SPIs (SLEventPostToPid, SLPSPostEventRecordTo, _AXObserverAddNotificationAndCheckRemote) that can break on any macOS update. Pin with HERMES_CUA_DRIVER_VERSION. - Requires Accessibility + Screen Recording permissions — the post-setup prints the Settings path. Supersedes PR #4562 (pyautogui/Quartz foreground backend, Anthropic- native schema). Credit @0xbyt4 for the original #3816 groundwork whose context/eviction/token design is preserved here in generic form. |
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| .. | ||
| transports | ||
| __init__.py | ||
| test_anthropic_adapter.py | ||
| test_anthropic_keychain.py | ||
| test_arcee_trinity_overrides.py | ||
| test_auxiliary_client.py | ||
| test_auxiliary_client_anthropic_custom.py | ||
| test_auxiliary_config_bridge.py | ||
| test_auxiliary_main_first.py | ||
| test_auxiliary_named_custom_providers.py | ||
| test_auxiliary_transport_autodetect.py | ||
| test_bedrock_1m_context.py | ||
| test_bedrock_adapter.py | ||
| test_bedrock_integration.py | ||
| test_codex_cloudflare_headers.py | ||
| test_compress_focus.py | ||
| test_compressor_image_tokens.py | ||
| test_context_compressor.py | ||
| test_context_compressor_summary_continuity.py | ||
| test_context_engine.py | ||
| test_context_references.py | ||
| test_copilot_acp_client.py | ||
| test_credential_pool.py | ||
| test_credential_pool_routing.py | ||
| test_crossloop_client_cache.py | ||
| test_curator.py | ||
| test_curator_activity.py | ||
| test_curator_backup.py | ||
| test_curator_classification.py | ||
| test_curator_reports.py | ||
| test_deepseek_anthropic_thinking.py | ||
| test_direct_provider_url_detection.py | ||
| test_display.py | ||
| test_display_emoji.py | ||
| test_error_classifier.py | ||
| test_external_skills.py | ||
| test_gemini_cloudcode.py | ||
| test_gemini_fast_fallback.py | ||
| test_gemini_free_tier_gate.py | ||
| test_gemini_native_adapter.py | ||
| test_gemini_schema.py | ||
| test_i18n.py | ||
| test_image_gen_registry.py | ||
| test_image_routing.py | ||
| test_insights.py | ||
| test_kimi_coding_anthropic_thinking.py | ||
| test_local_stream_timeout.py | ||
| test_memory_provider.py | ||
| test_memory_session_switch.py | ||
| test_memory_user_id.py | ||
| test_minimax_auxiliary_url.py | ||
| test_minimax_provider.py | ||
| test_model_metadata.py | ||
| test_model_metadata_local_ctx.py | ||
| test_model_metadata_ssl.py | ||
| test_models_dev.py | ||
| test_moonshot_schema.py | ||
| test_nous_rate_guard.py | ||
| test_onboarding.py | ||
| test_openrouter_response_cache.py | ||
| test_prompt_builder.py | ||
| test_prompt_caching.py | ||
| test_proxy_and_url_validation.py | ||
| test_rate_limit_tracker.py | ||
| test_redact.py | ||
| test_shell_hooks.py | ||
| test_shell_hooks_consent.py | ||
| test_skill_commands.py | ||
| test_skill_commands_reload.py | ||
| test_skill_utils.py | ||
| test_streaming_context_scrubber.py | ||
| test_subagent_progress.py | ||
| test_subagent_stop_hook.py | ||
| test_subdirectory_hints.py | ||
| test_think_scrubber.py | ||
| test_title_generator.py | ||
| test_tool_guardrails.py | ||
| test_unsupported_parameter_retry.py | ||
| test_unsupported_temperature_retry.py | ||
| test_usage_pricing.py | ||
| test_vision_resolved_args.py | ||