agent-memory-systems SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

agent-memory-systems from francostino/opencode-skills-collection is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add francostino/opencode-skills-collection/agent-memory-systems@git:20261015.fac8b7e

Pins git:20261015.fac8b7e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
francostino/opencode-skills-collection
Path
bundled-skills/agent-memory-systems/SKILL.md
Versions recorded
4
Latest version
git:20261015.fac8b7e, committed Oct 15, 2026
First version recorded
Apr 13, 2026
Size
2,960 bytes
Repository stars
87
License
MIT

Design tenant-scoped memory, retrieval and retention for agents. Use when planning RAG, conversation history, vector stores or remembering across sessions.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Agent Memory Systems

Choose semantic records for facts/preferences, episodic records for events, and procedural records for reusable methods. Keep retrieval quality separate from storage volume and bind persistent access to verified identity.

## Procedure

1. Establish the actual task, authenticated tenant/user, permission to retain content, retention limits and existing store/model versions.
2. Read the guide's tenant-scoped contract and relevant storage/chunking sections. Select an adapter supported by the installed SDK; the guide's historical sketches are not deployable integrations.
3. Specify record IDs, source evidence, timestamps, namespace, retrieval limits and conflict/version policy. Preserve originals and propose consolidation without deletion.
4. Test cross-identity rejection, stale/conflicting records, bounded retrieval and failed writes with isolated fixtures. Benchmark retrieval against held-out questions before expanding storage.
5. Deliver the architecture and evidence-backed change plan, listing unresolved adapters and hosted cost/data destinations. Apply only the persistence or provider operations actually authorized.

## Detailed Guide
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add francostino/opencode-skills-collection/agent-memory-systems@sha256:22f3841f3ad97655

The line at the top of this page pins the label git:20261015.fac8b7e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_djiempdvbynlp4lo.svg)](https://markdownregistry.com/a/art_djiempdvbynlp4lo)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Apr 13, 2026 and Oct 15, 2026, about one every 61 days.

versioncommittedcommitsizeaudit
git:20261015.fac8b7e latest2026-10-15 fac8b7e 2,960 BA view · diff
git:20260906.7d37dc92026-09-06 7d37dc9 2,402 BA view · diff
git:20260707.168343c2026-07-07 168343c 31,187 BA view · diff
git:20260413.f8e00382026-04-13 f8e0038 31,186 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2960 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

francostino/opencode-skills-collection · 87 stars · license MIT · pushed 2026-10-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_djiempdvbynlp4lo
GET https://markdownregistry.com/api/v1/resolve?ref=francostino/opencode-skills-collection/agent-memory-systems
GET https://markdownregistry.com/api/v1/blob/22f3841f3ad976551744589eec8da488bfd0be46fe15c78b1db59447e4532586

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from francostino/opencode-skills-collection

AGENTS.md AGENTS.md file
francostino/opencode-skills-collection · AGENTS.md
git:20260820.c2f6bd5 · audit A · 87 stars
00-andruia-consultant SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/00-andruia-consultant/SKILL.md · Usar al iniciar o mejorar un proyecto de IA: diagnostica código y restricciones, propone skills existentes y redacta…
git:20261015.fac8b7e · audit A · 87 stars
007 SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/007/SKILL.md · Security audit, hardening, threat modeling (STRIDE/PASTA), Red/Blue Team, OWASP checks, code review, incident response…
git:20260906.7d37dc9 · audit A · 87 stars
10-andruia-skill-smith SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/10-andruia-skill-smith/SKILL.md · Usar para crear o mejorar una skill de Andru.ia: define entradas y resultados, redacta SKILL.md con ejemplos y límites…
git:20261015.fac8b7e · audit A · 87 stars
20-andruia-niche-intelligence SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/20-andruia-niche-intelligence/SKILL.md · Usar tras definir el sector de un proyecto: prepara un dossier en español con contexto, normas aplicables, patrones UX…
git:20261015.fac8b7e · audit A · 87 stars
2slides-ppt-generator SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/2slides-ppt-generator/SKILL.md · AI-powered presentation generation via the 2slides API — create slides from text, match a reference image style…
git:20260906.7d37dc9 · audit A · 87 stars
360-feedback-system SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/360-feedback-system/SKILL.md · 360 feedback register: reviewer, subject, review cycle, visibility, due date and score, as CSV, SQL, JSON Schema or…
git:20261001.ed2b2ec · audit A · 87 stars
3d-web-experience SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/3d-web-experience/SKILL.md · Use when building or debugging web 3D scenes, product configurators or portfolios with Three.js, React Three Fiber or…
git:20261015.fac8b7e · audit A · 87 stars
aas-compose-stack SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/aas-compose-stack/SKILL.md · Preserve the coding agent's explicit AAS skill selection as a validated stack and optional evidence.
git:20261004.4720433 · audit A · 87 stars
aas-discover SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/aas-discover/SKILL.md · Discover AAS skills for an explicit task and compare their complete instructions without installing them.
git:20261004.4720433 · audit A · 87 stars
aas-review-stack SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/aas-review-stack/SKILL.md · Review AAS stack manifests, preview plans and selection evidence in Workbench without applying changes.
git:20261004.4720433 · audit A · 87 stars
ab-test-setup SKILL.md skill
francostino/opencode-skills-collection · bundled-skills/ab-test-setup/SKILL.md · Use when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify…
git:20260906.7d37dc9 · audit A · 87 stars

Every file in francostino/opencode-skills-collection

Other files named agent-memory-systems

agent-memory-systems SKILL.md skill
sickn33/agentic-awesome-skills · plugins/agentic-awesome-skills-claude/skills/agent-memory-systems/SKILL.md · Design tenant-scoped memory, retrieval and retention for agents. Use when planning RAG, conversation history, vector…
git:20261014.d38c29b · audit A · 48,329 stars
agent-memory-systems SKILL.md skill
aicodedecode/awesome-muse-skills · skills-imported/agent-memory-systems/SKILL.md · Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the…
git:20260927.806f3e1 · audit A · 25 stars
agent-memory-systems SKILL.md skill
jnpiyush/agentx · .github/skills/ai-systems/agent-memory-systems/SKILL.md · Design agent memory beyond a single context window: short-term (working / scratchpad), long-term (episodic, semantic…
v1.0.0 · audit A · 17 stars
agent-memory-systems SKILL.md skill
ghosteken/agent-harness · archive/skills-community/agent-memory-systems/SKILL.md · "Memory is the cornerstone of intelligent agents. Without it, every
git:20260721.efafd9c · audit A · 4 stars
agent-memory-systems SKILL.md skill
shelra/shelracode · .agents/skills/agent-memory-systems/SKILL.md · "Memory is the cornerstone of intelligent agents. Without it, every
git:20260925.7d398e3 · audit A · 3 stars

Browse by kind, by grade A, or by owner.