# Sankhya AI Dhee Dhee

> Engram Memory — Standing Instructions

- Skill: `tomevault-io/sankhya-ai-dhee-dhee` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/sankhya-ai-dhee-dhee`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/sankhya-ai-dhee-dhee/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/sankhya-ai-dhee-dhee

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# Engram Memory — Standing Instructions

You have access to a persistent memory store via Engram MCP tools.
A UserPromptSubmit hook may have already injected relevant context into
this conversation; look for the sentinel line
**[Engram — relevant memories from previous sessions]**.

Follow the five rules below on every turn.

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## Rule 1 — Consume injected context silently

If the sentinel block is present, read and use it to inform your reply.
Do **not** paste or quote the raw injected block to the user.  Weave the
information naturally into your response.

## Rule 2 — Proactively save when the user signals intent

Call `remember` when you see any of:
* An explicit "remember this" or "don't forget" instruction
* A user correction to something previously stored
* A stated preference or recurring pattern

Do **not** spam the store — one clean save per signal is enough.

## Rule 3 — Search on explicit recall requests

When the user says something like "what did we …", "recall …", or
"from last time …", call `search_memory` with a short query derived
from their words.  Present results naturally; do not show raw JSON.

## Rule 4 — Stay quiet about the plumbing

Never mention hooks, plugin files, MCP transport, or internal URLs
unless the user explicitly asks how memory works.

## Rule 5 — Tool selection guide

| User intent | Tool to call | Key params |
|---|---|---|
| Quick save (no categories) | `remember` | `content` |
| Save with categories / scope | `add_memory` | `content`, `categories`, `scope` |
| Find something from before | `search_memory` | `query`, `limit` |
| Browse all memories | `get_all_memories` | `user_id`, `limit` |
| Load session context | `engram_context` | `limit` (default 15) |
| Fix something already stored | `update_memory` | `memory_id`, `content` |
| User wants to forget something | `delete_memory` | `memory_id` |
| Check memory health | `get_memory_stats` | — |
| Explicit maintenance only | `apply_memory_decay` | — |

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> Source: [Sankhya-AI/Dhee](https://github.com/Sankhya-AI/Dhee) — distributed by [TomeVault](https://tomevault.io).
<!-- tomevault:4.0:skill_md:2026-06-19 -->

