decision-log

What This Skill Does

The Decision Log skill transforms your OpenClaw agent into a high-fidelity cognitive partner for solopreneurs. It is designed to combat the 'forgetfulness loop' where important business decisions are made in isolation and lost to history. By forcing a structured recording process—covering rationale, alternatives, and expected outcomes—this skill provides a repository for your decision-making evolution. Over time, your agent analyzes these files to perform retrospective reviews, identifying bias, recurring mistakes, and successful patterns that would otherwise remain invisible. It effectively turns your past self into a mentor for your future self.

Installation

1. Ensure you have a directory titled decisions/ in your workspace root.
2. Create an INDEX.md file in that folder to serve as your master ledger. Copy the template provided in the source documentation to maintain structure.
3. Run the installation command: clawhub install openclaw/skills/skills/clawdssen/agentledger-decision-log.
4. Ensure your agent has appropriate read/write permissions for the decisions/ directory.

Use Cases

• Product Strategy: Track why you chose a specific feature set over another so you can evaluate the ROI six months later.
• Vendor Selection: Document why you chose one SaaS tool or service provider, including the pros and cons of rejected alternatives.
• Pricing Changes: Log the reasoning behind price increases or structure changes to review the actual impact on churn and revenue later.
• Hiring Decisions: Capture your initial expectations for a new contractor or hire to compare with their actual performance after a quarter.

Example Prompts

1. 'I just decided to switch our newsletter provider to ConvertKit. Help me create a new entry in my decision log, prompting me for the pros, cons, and my confidence level in this move.'
2. 'Review all decisions from the last 3 months where the expected outcome was tied to revenue. Generate a report on what percentage of those decisions were correct and what common pitfalls I’m hitting.'
3. 'Help me draft a decision log entry regarding my choice to pause outbound sales efforts for two weeks to focus on content. I want to articulate why I think this is a necessary strategic pivot.'

Tips & Limitations

• Honesty is Key: The value of this log is directly proportional to how honest you are about your 'gut feelings' and biases at the time of entry.
• Consistency: Treat this as a mandatory step for any decision that has a non-trivial impact on your business roadmap.
• Schedule Reviews: Don't just log decisions—schedule a recurring task for your agent to audit your decisions/ directory monthly.
• Limitations: The agent can only analyze what you record; if you fail to provide a specific 'Expected Outcome' or 'Confidence Level,' the retrospective analysis will lack depth.