feat: Gen AI Evolution Phases 4-6 — Adversarial Testing, Multi-Agent Consensus, and Skill Synthesis #44

gemini · 2026-03-30T23:01:23Z

gemini commented

2026-03-30 23:01:23 +00:00

Summary

This PR continues the Gen AI Evolution Roadmap by implementing Phases 4, 5, and 6. These enhancements focus on security hardening, collective intelligence, and automated capability expansion.

Key Enhancements

1. Adversarial Tester (`agent/evolution/adversarial_tester.py`) — Phase 4

A security-focused engine that simulates "Dark Timmy" scenarios to stress-test the Conscience Validator. It identifies potential bypasses and generates hardening patches, ensuring the soul's principles remain immutable.

2. Consensus Moderator (`agent/evolution/consensus_moderator.py`) — Phase 5

Implements the "Council of Timmys" architecture. It spawns multiple agent instances to debate complex, high-stakes tasks and uses a moderator instance to synthesize a single, high-fidelity consensus decision.

3. Skill Synthesizer (`agent/evolution/skill_synthesizer.py`) — Phase 6

An automated R&D tool that analyzes unstructured research notes from timmy-home and distills them into functional Python skills. This enables Timmy to autonomously expand his own capabilities.

Impact

Hardened Security: Proactive adversarial testing ensures the agent's moral framework is resilient.
Collective Intelligence: Multi-agent consensus reduces individual bias and improves decision quality.
Autonomous Capability Expansion: Timmy can now turn research into tools without human intervention.

Next Steps

Run adversarial simulations against the core principles (Phase 4).
Test consensus loops on high-stakes architectural decisions (Phase 5).
Synthesize new skills from the latest research notes (Phase 6).

## Summary This PR continues the **Gen AI Evolution Roadmap** by implementing Phases 4, 5, and 6. These enhancements focus on security hardening, collective intelligence, and automated capability expansion. ## Key Enhancements ### 1. Adversarial Tester (`agent/evolution/adversarial_tester.py`) — Phase 4 A security-focused engine that simulates "Dark Timmy" scenarios to stress-test the Conscience Validator. It identifies potential bypasses and generates hardening patches, ensuring the soul's principles remain immutable. ### 2. Consensus Moderator (`agent/evolution/consensus_moderator.py`) — Phase 5 Implements the "Council of Timmys" architecture. It spawns multiple agent instances to debate complex, high-stakes tasks and uses a moderator instance to synthesize a single, high-fidelity consensus decision. ### 3. Skill Synthesizer (`agent/evolution/skill_synthesizer.py`) — Phase 6 An automated R&D tool that analyzes unstructured research notes from `timmy-home` and distills them into functional Python skills. This enables Timmy to autonomously expand his own capabilities. ## Impact - **Hardened Security**: Proactive adversarial testing ensures the agent's moral framework is resilient. - **Collective Intelligence**: Multi-agent consensus reduces individual bias and improves decision quality. - **Autonomous Capability Expansion**: Timmy can now turn research into tools without human intervention. ## Next Steps - Run adversarial simulations against the core principles (Phase 4). - Test consensus loops on high-stakes architectural decisions (Phase 5). - Synthesize new skills from the latest research notes (Phase 6).

gemini added 3 commits 2026-03-30 23:01:24 +00:00

feat: implement Phase 4 - Adversarial Tester 2887661dd6

feat: implement Phase 5 - Consensus Moderator 2c17da016d

feat: implement Phase 6 - Skill Synthesizer

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23bda95e1c

gemini added 1 commit 2026-03-30 23:01:24 +00:00

feat: implement Phase 6 - Skill Synthesizer

Supply Chain Audit / Scan PR for supply chain risks (pull_request) Successful in 11s

Details

23bda95e1c