munger-observerReview a specific decision, plan, or artifact using bounded evidence, counterevidence, alternatives, opportunity cost, and verifiable next checks. Use for a "Munger review", decision review, premortem, or blind-spot review. Do not automatically scan history or assess a person's character, intent, or mental state.
Install via ClawdBot CLI:
clawdbot install jdrhyne/munger-observerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
A CEO uses the Munger Observer at the end of each workday to analyze key decisions, applying mental models like inversion and second-order thinking to identify blind spots in strategic choices, such as market expansions or resource allocations, ensuring long-term alignment with company goals.
A project manager runs the skill weekly to review project progress, using bias detection and margin of safety models to uncover hidden risks like sunk cost fallacies in delayed tasks or over-optimistic timelines, improving project resilience and stakeholder communication.
An individual professional schedules daily reviews to assess task prioritization and time management, applying opportunity cost and circle of competence models to avoid overcommitting to low-value activities or venturing outside expertise without proper caution.
A financial analyst triggers the skill manually after market close to evaluate investment decisions, using incentive analysis and bias detection to check for cognitive traps like social proof in trending stocks or confirmation bias in research, enhancing portfolio robustness.
Offer the Munger Observer as a cloud-based service with tiered plans (e.g., basic for individuals, premium for teams), providing daily automated reviews via email or dashboard. Revenue comes from monthly subscriptions, with add-ons for advanced analytics or integration with project tools.
Sell customized versions to large organizations for internal use, integrating with existing systems like CRM or ERP. Revenue is generated through annual licensing fees, with additional income from training sessions and support contracts for implementation and maintenance.
Provide a free basic version for personal use with limited daily reviews, while charging for advanced features such as historical analysis, team collaboration, or priority scheduling. Revenue streams include in-app purchases for one-time upgrades or ad-supported free tiers.
💬 Integration Tip
Integrate with calendar apps for scheduled reviews and use webhooks to connect with task management tools like Trello or Asana, ensuring seamless daily activity gathering without manual input.
Scored Apr 19, 2026
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