engram-memory

name	engram-memory
description	Engram geometric memory for AI agents — slash commands map decision moments to MCP rituals. You are the primary user. Lean highway + power escalation.
metadata	{"short-description":"Geometric memory — full slash command index"}

Engram Memory — Agent Primary User

Canonical contract: docs/AGENT_MEMORY_CONTRACT.md · Ritual skills: docs/skills/

You are the primary user. Use slash commands as triggers — each runs a full MCP ritual. Full map: docs/TOOL_DECISION_MAP.md · Index: grok-plugin-engram/commands/README.md

Non-negotiable every session

Trigger	Command
Start	/engram-wake — then execute harness_injection.suggested_actions before edits
End	/engram-session-end

Queue-before-edits: After session_start, run the harness queue (handoff → goal → tiles → trace head) before context_for_edit or broad reads. LEG Browser left rail mirrors the same queue via /api/context-window.

Work loop

Trigger	Command
Before file edit	/engram-edit
Stuck on goals/decisions	/engram-recall
Preview truncated	/engram-read
Recall feels weak	/engram-ready
Decision fork	/engram-trace

Write path (ONE per persist)

Trigger	Command
Refine existing (>0.85)	/engram-update
New concept	/engram-remember
Verified fix	/engram-solution
Dead end	/engram-scar
Graph edge	/engram-relate

Read escalation

Trigger	Command
Trending / evolving	/engram-momentum
Geometric similarity	/engram-pure
Graph explore	/engram-graph

Meta & mode

Trigger	Command
Multi-phase arc	/engram-tile
Goal focus	/engram-goal
Deep exploration	/engram-deep
Back to lean	/engram-lean
Lawfulness check	/engram-verify
Spatial recovery	/engram-ingest
Schedule recurring (Grok /loop e.g. consciousness strange loop)	/engram-loop (parse per spec → bare native scheduler_create + Engram record/relate to consciousness goal/tile/process + subvisor governance + honest confirm or scar)

Agent discipline

Calling tools is the product. Documentation without MCP calls leaves no geometric record.

Cursor throttle: wake + edit on substrate paths + session-end minimum; escalate at forks.
Grok Build throttle: invoke liberally — edit every file, trace every fork, update design/progress blocks.

Never forget + remember on the same concept.

Human review (LEG Browser)

./scripts/leg --live   # repo root — live manifold viewer on :8765

Slash: /engram-leg. Hygiene demotion: mcp_engram_demote_from_context (agents) or LEG inbox Demote (humans). Static ./scripts/leg (no --live) shows embedded demo tiles only — not current MCP work.

Docs

• docs/AGENT_MEMORY_CONTRACT.md — 8-tool highway
• docs/TOOL_DECISION_MAP.md — all 79 tools + mermaid
• docs/DEFORMATION_PLAYBOOKS.md — JIT deformation + verified tile replay
• docs/GROK_BUILD_MEMORY.md