Introduces the Operator subsystem — persistent agents that run on a schedule
with automatic state management. Built on a new OperativeAgent (extends
ToolUsingAgent) with built-in session persistence, memory state recall, and
tick-aware lifecycle. Includes OperatorManager for lifecycle management,
TOML manifest format, 4 bundled operators, 9 CLI commands, and 39 tests.
New: OperativeAgent, operators package (types/loader/manager),
operators CLI, OperatorsConfig, OPERATOR_TICK_START/END events.
Modified: system.py (system_prompt/operator_id passthrough),
scheduler.py (operator metadata forwarding), config.py, events.py.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Rewrite .github/workflows/desktop.yml: 2-job pipeline (validate + build-and-release)
with rolling desktop-latest pre-release on push to main and stable desktop-v* releases
- Add UpdateChecker component: checks for updates on startup + every 30 min,
background download with progress bar, one-click relaunch
- Configure Tauri updater: endpoints pointing to desktop-latest release, pubkey placeholder
- Add tauri-plugin-process for relaunch support (Cargo.toml, lib.rs, package.json)
- Add macOS Entitlements.plist for notarization (network + file access, no sandbox)
- Add scripts/bump-desktop-version.sh for atomic version bumps across 3 config files
- Add desktop/README.md with dev setup, auto-update architecture, signing docs
- Update .gitignore for desktop/node_modules, dist, target
- Configure macOS minimumSystemVersion, Windows timestampUrl
- Include all Phase 14-21 work: agent hardening, RBAC, taint tracking, workflows,
skills, knowledge graph, sessions, A2A, MCP templates, WASM sandbox, TUI dashboard,
production tools, CLI expansion, API expansion, learning productionization,
Tauri desktop app, and 10 new channels
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Pull shared boilerplate (event emission, message building, generation,
think-tag stripping) into BaseAgent concrete helpers and ToolUsingAgent
intermediate base class with tool-call loop
- Add NativeReActAgent and NativeOpenHandsAgent as clean implementations
built on the new base classes
- Simplify SimpleAgent, OrchestratorAgent, ReActAgent, OpenHandsAgent,
and RLMAgent to use inherited helpers instead of duplicated logic
- Remove CustomAgent (superseded by BaseAgent subclassing)
- Add backward-compat tests, base agent tests, native agent tests
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Remove --router CLI flag from `jarvis ask`; use config fallback chain
(default_model -> first engine model -> fallback_model) instead
- Simplify SDK _resolve_model() to match the same fallback chain
- Reclassify OrchestratorSFTPolicy and OrchestratorGRPOPolicy as
IntelligenceLearningPolicy (they fine-tune LM weights, not agent logic)
- Add MCPServer.get_tools() for SystemBuilder integration
- Refactor SystemBuilder._resolve_tools() to discover tools via MCPServer
with dependency injection, replacing manual per-tool-name imports
- Update CLI router tests to test the new fallback chain
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Tests: GuardrailsEngine.stream() async tests, OpenClawChannelBridge listener_loop
tests, channel CLI command tests, FileReadTool sensitive file blocking, ingest_path
sensitive file filtering, SecurityConfig/ChannelConfig config tests. Documentation:
new user guides, architecture pages, and API references for Security and Channels
modules; updated CLAUDE.md, configuration docs, CLI reference, and mkdocs.yml nav.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Add URL detection, normalization, and direct fetching to web_search tool
(handles standalone URLs, embedded URLs, arxiv PDF→abs conversion)
- Add URL pre-expansion in OpenHands agent to bypass tool loop for URL queries
- Add input truncation (_truncate_if_needed) to prevent context window overflow
- Fix stream_bridge ToolResult field access (content/latency_seconds vs output/latency_ms)
- Add XML tool call format parser alongside Action:/Action Input: format
- Reduce default max_turns from 10→3 to cap worst-case response time
- Add empty response fallback text in frontend useChat hook
- Add channels system, security module, and model catalog updates
- Add 30+ new tests for URL fetching, truncation, and agent behavior
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add ReAct and OpenHands agents, WebSearch and CodeInterpreter tools,
full MCP protocol layer (server/client/transport), Gemini cloud engine
support, 12 new model specs (4 local MoE + 8 cloud), trace system,
and comprehensive test coverage across all dimensions (hardware, engine,
memory, agents, tools, MCP, integration).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Use importlib.import_module + patch.object to fix 19 broken tests
(module shadowing issue in cli/__init__.py)
- Add 400 retry without tools in _openai_compat.py for vLLM servers
without --enable-auto-tool-choice
- Update NOTES.md with session 2 findings
🤖 Generated with [Devin](https://cli.devin.ai/docs)
Co-Authored-By: Devin <noreply@cognition.ai>
