AI Agent Skill HUB

cfn-memory-persistence

Data persistence for CFN Loop - SQLite storage, Redis coordination, automatic memory persistence

14 stars
bymasharratt
View on GitHubInstallation ↓

Best use case

cfn-memory-persistence is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Data persistence for CFN Loop - SQLite storage, Redis coordination, automatic memory persistence

Teams using cfn-memory-persistence should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/cfn-memory-persistence/SKILL.md --create-dirs "https://raw.githubusercontent.com/masharratt/claude-flow-novice/main/.claude/skills/cfn-memory-persistence/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/cfn-memory-persistence/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How cfn-memory-persistence Compares

Feature / Agentcfn-memory-persistenceStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Data persistence for CFN Loop - SQLite storage, Redis coordination, automatic memory persistence

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Memory Persistence Skill (Mega-Skill)

**Version:** 1.0.0
**Purpose:** Data persistence for CFN Loop (SQLite, Redis, auto-persistence)
**Status:** Production
**Consolidates:** cfn-sqlite-memory, cfn-sqlite-cfn-loop, cfn-redis-coordination, cfn-automatic-memory-persistence, cfn-memory-management

---

## Overview

This mega-skill provides complete data persistence:
- **SQLite** - Local database storage with ACL
- **Redis** - Pub/sub coordination and state
- **Auto** - Automatic confidence persistence
- **Management** - Memory limits and heap profiling

---

## Directory Structure

```
memory-persistence/
├── SKILL.md
├── lib/
│   ├── sqlite/           # From cfn-sqlite-memory
│   │   └── cfn-loop/     # From cfn-sqlite-cfn-loop
│   ├── redis/            # From cfn-redis-coordination
│   ├── auto/             # From cfn-automatic-memory-persistence
│   └── management/       # From cfn-memory-management
└── cli/
```

---

## Migration Paths

| Old Path | New Path |
|----------|----------|
| cfn-sqlite-memory/ | memory-persistence/lib/sqlite/ |
| cfn-sqlite-cfn-loop/ | memory-persistence/lib/sqlite/cfn-loop/ |
| cfn-redis-coordination/ | memory-persistence/lib/redis/ |
| cfn-automatic-memory-persistence/ | memory-persistence/lib/auto/ |
| cfn-memory-management/ | memory-persistence/lib/management/ |

---

## Version History

### 1.0.0 (2025-12-02)
- Consolidated 5 memory/persistence skills into mega-skill

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