 [email protected]andClaude Opus 4.6
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b59a0b9e42
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feat(engine): Phase 3 — Monty Python executor with RLM pattern
Add CodeAct execution (Tier 1) using the Monty embedded Python
interpreter, following the Recursive Language Model (RLM) pattern
from arXiv:2512.24601.
Key additions:
- executor/scripting.rs: Monty integration with FunctionCall-based
tool dispatch, catch_unwind panic safety, resource limits (30s,
64MB, 1M allocs)
- LlmResponse::Code variant + ExecutionTier::Scripting
- Context-as-variables (RLM 3.4): thread messages, goal, step_number,
previous_results injected as Python variables — LLM context stays
lean while code accesses data selectively
- llm_query(prompt, context) (RLM 3.5): recursive subagent calls
from within Python code — results stored as variables, not injected
into parent's attention window (symbolic composition)
- Compact output metadata between code steps instead of full stdout
- MontyObject ↔ serde_json::Value bidirectional conversion
- Updated architecture plan with RLM design principles
74 tests passing, zero clippy warnings.
Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
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2026-03-21 21:32:52 -07:00 |
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[email protected]andClaude Opus 4.6
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bf7dfb8c49
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feat(engine): Phase 2 — execution loop, capability system, thread runtime
Add the core execution engine to ironclaw_engine crate:
- CapabilityRegistry: register/get/list capabilities and actions
- LeaseManager: async lease lifecycle (grant, check, consume, revoke, expire)
- PolicyEngine: deterministic effect-level allow/deny/approve
- ThreadTree: parent-child relationship tracking
- ThreadSignal/ThreadOutcome: inter-thread messaging via mpsc
- ThreadManager: spawn threads as tokio tasks, stop, inject messages, join
- ExecutionLoop: core loop replacing run_agentic_loop() with signals,
context building, LLM calls, action execution, and event recording
- Structured executor (Tier 0): lease lookup → policy check → effect execution
- Tool intent nudge detection
- MemoryStore + RetrievalEngine stubs for Phase 4
- Full 8-phase architecture plan in docs/plans/
- CLAUDE.md spec for the engine crate
74 tests passing, zero clippy warnings.
Co-Authored-By: Claude Opus 4.6 (1M context) <[email protected]>
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2026-03-21 00:16:41 -07:00 |
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