memory-journal-mcp copilot-instructions.md

memory-journal-mcp copilot-instructions.md is an instructions file for GitHub Copilot from neverinfamous/memory-journal-mcp. It costs 1,495 tokens per session, scanned A, original, MIT.

Project instructions for reviewing Memory Journal MCP, a TypeScript server that gives AI agents persistent memory through tools, stored information, and search.

In plain words
What is it for?
Use them to check session handoffs, GitHub and CI status, local changes, and previous review findings while reviewing the server.
Why use it?
They provide current project context and coding standards before a review, reducing the chance of missing recent work, issues, or test results.

Instructions file for GitHub Copilot

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/neverinfamous/memory-journal-mcp/copilot-instructions
Clone the repo
git clone --depth 1 https://github.com/neverinfamous/memory-journal-mcp

Made for: GitHub Copilot.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for memory-journal-mcp copilot-instructions.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/neverinfamous/memory-journal-mcp/copilot-instructions.svg)](https://agentmods.dev/instructions/neverinfamous/memory-journal-mcp/copilot-instructions)
Your own site
<a href="https://agentmods.dev/instructions/neverinfamous/memory-journal-mcp/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/neverinfamous/memory-journal-mcp/copilot-instructions.svg" alt="Measured on agentmods" height="20"></a>
Per session 1,495 This file is loaded in full into every session.
When invoked 1,495 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.01495 $0.01495
Opus 5 $0.00747 $0.00747
Sonnet 5 $0.00299 $0.00299
Haiku 4.5 $0.00150 $0.00150

Measured 3d ago against content hash 2400d79e1ce0, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

memory-journal-mcp copilot-instructions.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.github/copilot-instructions.md · 136 lines

How it starts

The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Memory Journal MCP — Copilot Code Review Context

Project Overview

Memory Journal MCP is a TypeScript MCP (Model Context Protocol) server providing persistent memory for AI agents. It has 73 tools across 10 groups (core, search, analytics, relationships, io, admin, github, backup, team, codemode), 47 resources, and 19 prompts.

Stack: TypeScript, Vitest, Zod schemas, better-sqlite3 (SQLite), sqlite-vec (vector search), @huggingface/transformers (embeddings), @octokit/rest (GitHub API).

Session Context

Before starting work on this project, read memory://briefing/memory-journal-mcp from the memory-journal-mcp server for real-time context:

  • Recent journal entries — what was just worked on by the development agent
  • GitHub status — open issues, PRs, explicit CI workflow outcomes, milestones
  • Local Git status — clean, modified, or untracked file counts
  • Workflow runs — recent CI/CD results
  • Copilot review summaries — your own recent review findings

For detailed session handoff context, search for entries tagged session-summary — these contain end-of-session notes from the development agent.

If you find issues during code review, use create_entry with tag copilot-finding to record them for the development agent to see in their next session briefing.

Tooling Standards

  • Copilot CLI: Always reference and use gh copilot, NOT the deprecated github-copilot-cli.

Coding Standards

Naming

  • Files and folders: Always kebab-case (database-adapter.ts, tool-filter.ts, copilot-tools.ts)
  • Never PascalCase or camelCase for filenames

Modularity

  • File size limit: Source files stay under ~500 lines
  • Split pattern: foo.tsfoo/ directory with sub-modules + foo/index.ts barrel re-export
  • Logical grouping: Split by functional cohesion, not arbitrary line counts

Type Safety

  • Strict TypeScripttsconfig.json enforces strict mode
  • Never use eslint-disable to evade standards
  • Never use any — use unknown and narrow with type guards
  • Never use as type assertions — use satisfies operator or strict type guards
  • Never use @ts-ignore or @ts-expect-error — fix the underlying type issue
  • Zod schemas for all tool input validation
  • Output schemas — All tools have Zod output schemas; error responses must pass validation
  • Dual-schema pattern — Relaxed schemas for SDK registration (to handle MCP client coercion), strict schemas inside handlers

Read the full file on GitHub · 136 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago First seen · 136 lines · 1,495 tokens per session scan A 2400d79e1ce0

Subscribe to this mod's changes

memory-journal-mcp copilot-instructions.md is an instructions file published in the GitHub repository neverinfamous/memory-journal-mcp (20 stars, last pushed 1mo ago), licensed MIT. It adds 1,495 tokens to every session, about $0.0075 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.