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3 Commits
Author SHA1 Message Date
Jon Saad-FalconandClaude Opus 4.6 99d8f39613 refactor: move operators/ TOML data into src/openjarvis/operators/data/ 
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-02 20:57:52 +00:00
Jon Saad-FalconandClaude Opus 4.6 2aebcd7d77 feat: Phase 23 — Differentiated functionalities 
Trace-driven learning pipeline:
- TrainingDataMiner: extract SFT/routing/agent pairs from traces
- LoRATrainer: fine-tune local models from trace-derived data
- AgentConfigEvolver: rewrite agent configs from trace analysis
- LearningOrchestrator: coordinate mine→train→evolve cycle, wired into SystemBuilder

Eval framework (15 real IPW benchmarks):
- Datasets: SuperGPQA, GPQA, MMLU-Pro, MATH-500, Natural Reasoning, HLE,
  SimpleQA, WildChat, IPW, GAIA, FRAMES, SWE-bench, SWEfficiency,
  TerminalBench, TerminalBench Native
- Scorers: MCQ extraction, LLM-judge, exact match, structural validation
- CLI: jarvis eval list|run|compare|report

Composable abstractions:
- Recipe system: TOML composition of all 5 pillars (3 built-in recipes)
- Agent templates: 15 pre-configured TOML manifests with system prompts
- Bundled skills: 20 ready-to-use TOML skill manifests
- Operator recipes: researcher (4h), correspondent (5min), sentinel (2h)

102 files changed, ~11,500 lines added. 3241 tests pass (44 skipped).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
 2026-03-02 05:34:46 +00:00
Jon Saad-FalconandClaude Opus 4.6 7b5cbf9d12 Add Operators: persistent, scheduled autonomous agents (Phase 22) 
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>
 2026-02-28 01:17:04 +00:00