cfn-automatic-memory-persistence SKILL.md skillA
cfn-automatic-memory-persistence from masharratt/claude-flow-novice is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add masharratt/claude-flow-novice/cfn-automatic-memory-persistence@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- masharratt/claude-flow-novice
- Path
.claude/cfn-extras/skills/cfn-memory-persistence/lib/auto/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 23, 2026
- Size
- 2,202 bytes
- Repository stars
- 14
- License
- none declared
Automatic, structured persistence of agent outputs to SQLite database. Use when tracking agent outputs across CFN Loop workflows, persisting confidence scores, or querying agent execution history.
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
# Automatic Memory Persistence Skill
## Overview
This skill provides automatic, structured persistence of agent outputs to a SQLite database, ensuring consistent memory tracking across CFN Loop workflows.
## Key Components
- `persist-agent-output.sh`: Primary script for saving agent outputs
- `query-agent-history.sh`: Query and retrieve past agent outputs
- `test-memory-persistence.sh`: Validation test suite
## Memory Schema
```json
{
"agent/[agent-id]/output/[task-id]": {
"output": "Raw agent output text",
"confidence": 0.85,
"iteration": 1,
"timestamp": "2025-10-20T15:30:00Z",
"parsed_data": null
}
}
```
## Integration Points
- Loop 3 output processing
- Loop 2 output processing
- Product Owner decision parsing
## Usage Examples
### Persist Agent Output
```bash
./persist-agent-output.sh \
"task_authentication_v1" \ # Task ID
"backend-dev" \ # Agent ID
"Implemented JWT auth" \ # Output
0.85 \ # Confidence
1 # Iteration
```
### Query Agent History
```bash
# Get last 5 outputs for a specific agent
./query-agent-history.sh "backend-dev" "" 5
# Get outputs for a specific task
…Read the whole file at its exact version.
How to install
mdr add masharratt/claude-flow-novice/cfn-automatic-memory-persistence@sha256:9b7fc004ffe93594The line at the top of this page pins the label v1.0.0, 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.
[](https://markdownregistry.com/a/art_6r7dzl4fkmnilvtk)
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Versions
The registry has recorded 1 version of this file, committed on Sep 23, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2202 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
masharratt/claude-flow-novice · 14 stars · license none declared · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6r7dzl4fkmnilvtk GET https://markdownregistry.com/api/v1/resolve?ref=masharratt/claude-flow-novice/cfn-automatic-memory-persistence GET https://markdownregistry.com/api/v1/blob/9b7fc004ffe93594c467cd7fce493bce8d55babef7bd436265a68be08f1071b7
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.