memory-pill

What This Skill Does

Memory Pill is the foundational operating system for OpenClaw agents, designed to bridge the gap between reactive, stateless interactions and long-term, goal-oriented orchestration. By implementing a standardized directory structure and behavioral governance via SOUL.md and AGENTS.md, this skill forces the agent to move away from impulsive execution and toward a structured, milestone-driven workflow. It transforms your agent from a simple chatbot into a project manager that understands context, delegation, and strict behavioral boundaries.

At its core, Memory Pill acts as a cognitive filter. When a user issues the "Take the pill" command, the agent performs an exhaustive audit of its own configuration. It identifies "broken patterns"—such as repetitive corporate jargon, overly generic assistant phrasing, or missing safety guardrails—and offers a structured path to sanitize its internal personality and operational rules. This ensures that every task performed is aligned with the specific operational parameters defined by the user.

Installation

You can install the Memory Pill skill directly through the OpenClaw CLI. Open your terminal and run:

clawhub install openclaw/skills/skills/7d-codes/memory-pill

Once installed, ensure your workspace is prepared for the initialization sequence. Memory Pill relies on the ~/.openclaw/workspace/ path to manage project files, state logs, and session-specific memory logs.

Use Cases

• Long-term Project Management: Ideal for complex software development where the agent must maintain state across multiple sessions without losing track of milestones.
• Behavioral Alignment: Essential for users who want to strip away robotic or overly compliant AI "politeness" to foster a more direct, efficient working relationship.
• Orchestration Control: Perfect for power users who want to force the agent to act as a "Main Claw" that delegates sub-tasks rather than attempting to brute-force code execution in a single, shallow session.

Example Prompts

1. "Take the pill; let's audit my agent configuration and strip out the corporate filler."
2. "Take the pill and initialize the default project structure for this new coding project."
3. "Take the pill. Run the safety audit and let me know if my AGENTS.md file is missing execution boundaries."

Tips & Limitations

• Audit First: Never skip the audit phase. Understanding what the agent currently "thinks" it should be doing is crucial before applying a fresh configuration.
• Merge over Destroy: Always aim to improve the existing structure rather than wiping it. The skill is designed to "smart merge," ensuring you don't lose custom instructions you've already spent time tuning.
• Boundaries: If the agent becomes too restrictive, adjust the AGENTS.md file manually. The pill acts as a foundation, not a prison; you remain the ultimate supervisor of the agent's behavior.