learning-looplisted

## Dependencies This skill requires **Python 3.8+** and standard library only. No external packages needed. **To install this skill's dependencies:** ```bash pip-compile ./requirements.in pip install -r ./requirements.txt ``` See `./requirements.txt` for the dependency lockfile (currently empty — standard library only). --- # Learning Loop The Learning Loop is a structured cognitive continuity protocol ensuring that knowledge survives across isolated agent sessions. It is designed to be universally applicable to any agent framework. ## CRITICAL: Anti-Simulation Rules > **YOU MUST ACTUALLY PERFORM THE STEPS LISTED BELOW.** > Describing what you "would do", summarizing expected output, or marking > a step complete without actually doing the work is a **PROTOCOL VIOLATION**. > > **Closure is NOT optional.** If the user says "end session" or you are > wrapping up, you MUST run the full closure sequence. Skipping any step means the next agent starts blind. --- ## The Iron Chain > **Prerequisite**: You must establish a valid session context upon Wakeup before modifying any code. ``` Orientation → Synthesis → Strategic Gate → Red Team Audit → [Execution] → Loop Complete (Return to Orchestrator) ``` --- ### Phase I: Orientation (The Scout) > **Goal**: Establish Identity & Context. > **Trigger**: First action upon environment initialization. 1. **Identity Check**: Read any local orientation documents or primers provided by the user's environment. 2. **Context Loading*