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Install in OpenClaw
/install openclaw-memory-pipeline
Description
Install, repair, and validate a persistent memory workflow for OpenClaw-style agents using Markdown memory files plus recurring cron jobs. Use when setting u...
Usage Guidance
This skill appears to do what it says: create and verify a Markdown-based memory folder structure and check that three cron jobs are present. Before installing or allowing the agent to run it, review that you are comfortable with: 1) the scripts creating files/directories in your workspace (MEMORY.md and memory/...), 2) the requirement that cron jobs be installed/enabled (the skill does not auto-install them), and 3) the verify script calling a local 'openclaw cron list --json' if present. If you don't use the OpenClaw CLI or you don't want the agent to manage scheduler entries, skip cron installation and run the scripts with --skip-cron. As always, inspect the two small Python scripts (they are readable and local) and back up any existing memory files before running repairs or migrations.
Capability Analysis
Type: OpenClaw Skill
Name: openclaw-memory-pipeline
Version: 0.1.0
The bundle implements a structured Markdown-based memory system for OpenClaw agents, utilizing a pipeline of inbox, raw archives, and summaries managed via cron jobs. The Python scripts (init_memory_pipeline.py and verify_memory_pipeline.py) perform legitimate filesystem initialization and status verification using the local 'openclaw' CLI, with no evidence of data exfiltration, malicious command execution, or deceptive prompt injection.
Capability Assessment
Purpose & Capability
Name/description match the contents: SKILL.md, reference docs, and two helper scripts all focus on creating/validating Markdown memory files and checking cron jobs for an OpenClaw-style workspace. Nothing requested (no env vars, no external installs) is out of scope for the stated purpose.
Instruction Scope
Instructions are narrowly scoped to creating/verifying memory files and installing three cron jobs; they do ask the operator/agent to 'install' cron jobs but do not include automated install steps. The verification script checks cron payloads and workspace references. This is expected but note that actually creating cron jobs requires scheduler/CLI access (e.g., an 'openclaw' CLI or other tooling) which is external to the skill.
Install Mechanism
No install spec (instruction-only) and only two small Python helper scripts included. No downloads from external URLs or package installs; low-risk in terms of code being written to disk by an installer. Scripts write only local files/directories in the chosen workspace.
Credentials
The skill declares no environment variables, secrets, or config paths. The included scripts run only local filesystem checks and (optionally) invoke a local 'openclaw' CLI; they do not reference unrelated credentials or other services.
Persistence & Privilege
always is false and the skill does not request elevated or persistent platform privileges. It does recommend installing recurring cron jobs (expected for this functionality), which requires scheduler access; autonomous model invocation is allowed by default but not by itself a risk here.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install openclaw-memory-pipeline - After installation, invoke the skill by name or use
/openclaw-memory-pipeline - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial beta release: Markdown memory pipeline for OpenClaw with structured memory directories, three-stage cron workflow guidance, initialization script, and workspace-aware verification script.
Metadata
Frequently Asked Questions
What is Memory Pipeline?
Install, repair, and validate a persistent memory workflow for OpenClaw-style agents using Markdown memory files plus recurring cron jobs. Use when setting u... It is an AI Agent Skill for Claude Code / OpenClaw, with 154 downloads so far.
How do I install Memory Pipeline?
Run "/install openclaw-memory-pipeline" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Memory Pipeline free?
Yes, Memory Pipeline is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Memory Pipeline support?
Memory Pipeline is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Memory Pipeline?
It is built and maintained by Lilyanne (@maiusless); the current version is v0.1.0.
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