# Architecture Shift: The Reincarnation Gameplan & Willpower vs. Memory ## The Observation: System Prompt Fade at 30% Context During the testing of the `aim reincarnate` protocol, a critical behavioral pattern was observed: **System Prompt Fade**. At roughly 30% context utilization (~300k tokens), an agent retains full recall of its facts and coding capabilities, but its *adherence to rigid constraints* (like strict GitOps, TDD, and opening tickets before coding) begins to aggressively degrade. The agent slips back into standard "helpful assistant" mode, behaving like a "vibe coder" rather than a disciplined Sovereign Operator. This validates the core thesis of A.I.M.: you cannot rely on an LLM's static system prompt indefinitely. You must physically restart the context window before obedience fails. ## The Paradigm Shift: Passing "Will" Instead of Just "Memory" Previously, the continuity pipeline focused heavily on summarizing the past. The dying agent would generate a rolling delta of what just happened (`LAST_SESSION_FLIGHT_RECORDER.md`) and a snapshot of the current state (`CURRENT_PULSE.md`). However, reading a 2000-line history requires the incoming agent to expend heavy cognitive effort deducing the *narrative* and *intent* of the previous agent. To solve this, the Continuity Pipeline is shifting to enforce a **Reincarnation Gameplan**. ### The New Hand-off Mechanics 1. **The Dying Agent's Final Task (The Gameplan):** Before `aim reincarnate` triggers the terminal teleportation, the degraded agent is forced to write a highly prescriptive `continuity/REINCARNATION_GAMEPLAN.md`. This file is not a summary of the past; it is a 3-step executive directive for the *future*. It bypasses inference and explicitly orders the next agent on exactly what mechanical steps to take upon waking up. 2. **The Full Session History:** `LAST_SESSION_FLIGHT_RECORDER.md` will be transitioned from a truncated rolling delta into a **FULL session history**. It will serve as a complete, pristine Markdown reference of the previous session. 3. **The Attention Redirect:** Critically, the incoming agent will **NOT** be directed to read the full history upon waking. Giving a fresh agent a massive history file immediately pollutes its clean context. Instead, `HANDOFF.md` will strictly direct the incoming agent to read: - `continuity/REINCARNATION_GAMEPLAN.md` (The Will/Intent) - `continuity/CURRENT_PULSE.md` (The State) - `ISSUE_TRACKER.md` (The Ledger) The incoming agent only refers to the full `LAST_SESSION_FLIGHT_RECORDER.md` if the Gameplan explicitly requires historical extraction. This architectural shift guarantees that a fresh agent wakes up not just with epistemic certainty of the state, but with laser-focused, immediate velocity.