misMEM copilot-instructions.md

Project instructions for misMEM, a persistent-memory system that stores episodes, extracted memories, and longer-term traits. It uses TypeScript, SQLite, MCP, and automated tests.

In plain words
What is it for?
Use them when changing misMEM's engine, memory storage, MCP tools, tests, build, or deployment code.
Why use it?
They give coding agents the project's rules for validation, database transactions, module imports, tests, builds, and Spanish user-facing messages.

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/lucasmella-stack/mismem/copilot-instructions
Clone the repo
git clone --depth 1 https://github.com/lucasmella-stack/misMEM

Made for: GitHub Copilot.

Per session 1,119 This file is loaded in full into every session.
When invoked 1,119 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 $0.01119 $0.01119
Opus 5 $0.00560 $0.00560
Sonnet 5 $0.00224 $0.00224
Haiku 4.5 $0.00112 $0.00112

Measured 2d ago against content hash 52c4c7d6b09f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

misMEM 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 2d 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 · 68 lines

How it starts

The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Copilot Instructions — misMEM

Sistema de memoria persistente con MCP (3 capas: episodes \u2192 memories \u2192 traits).

Stack

  • Engine: Node 22, TypeScript strict ESM, better-sqlite3, MCP SDK, Zod, FTS5
  • Tests: Vitest. Correr pnpm test desde engine/ antes de commitear
  • Build: pnpm build (tsc \u2192 dist/)
  • Container: mismem-brain (Alpine multi-arch), expone HTTP/SSE en :3200
  • Deploy: Docker en un VPS detrás de Traefik (ver DEPLOY.md)

Convenciones de c\u00f3digo

  • TypeScript estricto: nunca any, prefer\u00ed tipos expl\u00edcitos
  • Validar todo input externo con Zod (ver engine/src/schema.ts)
  • Funciones puras + DI para testabilidad (ej. distillFn en consolidation/run.ts)
  • ESM: imports con extensi\u00f3n .js aunque el archivo sea .ts
  • IDs: ULID (libreria ulid)
  • DB: better-sqlite3 sincr\u00f3nico, todo dentro de db.transaction(() => ...)
  • Comentarios solo PARA QU\u00c9, nunca QU\u00c9
  • Nombres y c\u00f3digo en ingl\u00e9s; mensajes de log/UI en espa\u00f1ol

Esquema (resumen)

  • episodes(id, scope, body, created_at, consolidated_into) — verbatim, body NO text
  • memories(id, scope, gist, details, source_episode_ids JSON, salience, created_at, last_accessed_at)
  • traits(id, scope, name, evidence_memory_ids JSON, strength, polarity, created_at, updated_at)
  • FTS5 virtual: episodes_fts(body), memories_fts(gist, details), traits_fts(name)

MCP tools (en engine/src/tools.ts)

  • capture(scope, body) \u2192 inserta episode
  • recall(query, scope?, limit?) \u2192 ranking traits>memories>episodes + Hebbian salience refresh
  • consolidate(scope, gist, details?, source_episode_ids[]) \u2192 crea memory + marca episodes
  • crystallize(scope, name, evidence_memory_ids[], polarity?) \u2192 crea trait
  • forget(scope?, ttl_days?, salience_threshold?) \u2192 purga episodes consolidados + memories de baja salience

Reglas de seguridad

  • NUNCA leer/editar .env*. Tampoco mostrar secrets en respuestas
  • NUNCA ejecutar git push --force, git reset --hard, Remove-Item -Recurse sin pedir
  • NUNCA modificar schema.ts sin migration plan (rompe DB en producci\u00f3n)
  • Validar inputs en bordes (Zod en MCP handlers, ya hecho)

Read the full file on GitHub · 68 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. 2d ago First seen · 68 lines · 1,119 tokens per session scan A 52c4c7d6b09f

Subscribe to this mod's changes

misMEM copilot-instructions.md is an instructions file published in the GitHub repository lucasmella-stack/misMEM (3 stars, last pushed 1mo ago), licensed MIT. It adds 1,119 tokens to every session, about $0.0056 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 2026-08-31.

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