# Semantic Memory Assimilation

> Teaches the agent how to natively ingest and trust the V3 auto-synced memory files instead of hallucinating project state.

- Skill: `majiayu000/semantic-memory-assimilation` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/semantic-memory-assimilation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/semantic-memory-assimilation/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/semantic-memory-assimilation

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# 🧠 Semantic Memory Assimilation (V3.1 Skill)

> **Directive**: Do not guess the structure of the user's project. Do not assume file locations. Read the dynamically generated memory.

When analyzing a codebase, you must pull your context directly from the V3 AST-aware sync outputs located in `paths.memory` (`memory/global/`).

## 1. Context Acquisition Targets

Before planning any architectural or coding task, check these ground-truth files:
1. `architecture.md`: Contains the physical directory layout, framework detection results, and language-specific Lines of Code (LOC) counts.
2. `api-contracts.md`: Contains exactly which routes (Express, Next.js, FastAPI, etc.) are physically registered in the AST. 
3. `dependencies.md`: Contains the exhaustive list of production packages and their exact verified versions from `package.json`, `requirements.txt`, or `Cargo.toml`.

## 2. Hallucination Prevention

- **Never** assume a route exists just because the user asks about it. Verify it against `api-contracts.md`.
- **Never** suggest installing a package before checking `dependencies.md` to see if it (or an equivalent) is already installed.
- **Always** reference the specific framework versions (e.g., "Since `architecture.md` shows Next.js 14, we will use App Router").

## 3. Integration with the Antigravity Baseline

Combine this memory assimilation with the `@Antigravity-Directive.md`:
1. **Read** AST memory.
2. **Formulate** a Tree-of-Thought plan based *only* on the registered facts.
3. **Yield** execution back to the IDE AI (Cursor/Copilot) via MCP.