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Initialize GitHub spec-kit with Claude integration, adding skills (.claude/skills/speckit-*) and project configuration (.specify/). https://claude.ai/code/session_01GkrncgCYicCLGJRwcgcmdy
Define 6 core principles: TDD (non-negotiable), modular monorepo, robustness & defensive design, browser-first performance, clean API, and YAGNI. Includes quality gates, tech stack, and dev workflow. https://claude.ai/code/session_01GkrncgCYicCLGJRwcgcmdy
3 user stories (train, configure, save/load), 11 functional requirements, 4 success criteria. Discrete action spaces only for v1. https://claude.ai/code/session_01GkrncgCYicCLGJRwcgcmdy
Plan: Actor-Critic architecture, RolloutBuffer, GAE, clipped PPO loss. Tasks: 18 tasks across 6 phases, TDD-first per constitution. https://claude.ai/code/session_01GkrncgCYicCLGJRwcgcmdy
- PPOAgent: shared trunk + policy/value heads, clipped surrogate loss, GAE advantages, mini-batch training, proper tensor management - RolloutBuffer: on-policy trajectory storage with GAE computation - BuildActorCritic: tf.LayersModel with softmax policy + linear value heads - PPOConfig: 12 configurable hyperparameters with sensible defaults - 13 unit tests (all passing): buffer, model, agent, memory stability, config Implements AgentInterface from @ignitionai/core. TDD-first per constitution. https://claude.ai/code/session_01GkrncgCYicCLGJRwcgcmdy
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@copilot can you resolve conflic please |
Co-authored-by: salim4n <99040857+salim4n@users.noreply.github.com>
Agent-Logs-Url: https://github.com/IgnitionAI/ignition/sessions/461cced5-d59d-47a4-917d-a9c7d2b79be5 Co-authored-by: salim4n <99040857+salim4n@users.noreply.github.com>
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