Decision-Making Skill (Mental Models)
Applies established mental models and frameworks to analyze a decision from multiple angles.
Business Ops / Decision Supportbusiness-opsdecision-support
by AgentVoltv1.0.0Published 1y ago1 install
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Before & after
Same prompt, same agent — the only difference is the skill.
Prompt“Should we acquire that competitor or build the feature ourselves”
Beforegeneric AI agent
That's a big decision. There are pros and cons to both paths. Acquiring would give you immediate market share and avoid build time, but there's integration risk and cultural fit to consider. Building internally keeps control and is cheaper, but takes longer and uses engineering resources. You'd want to think about timeline, cost, team bandwidth, and strategic goals. Let me know if you want to work through the specific numbers or constraints.
Afterwith Decision-Making Skill (Mental Models)
ACQUISITION VS BUILD DECISION - MENTAL MODELS ANALYSIS DECISION FRAMING: Competitor has 5K paying customers, 2-year-old SaaS product. Build time: 12 months in-house. Acquisition price: 2.8M (estimated ARR multiple 5x at 560K ARR). MENTAL MODEL 1: INVERSION • If this decision destroys value, what went wrong? - Acquisition: Overestimated synergies, customers churned post-acquisition, integration cost 3x. - Build: Market moved faster, launched a better product, this feature became table-stakes. • Reverse: Protect against customer churn post-acquisition with escrow-backed integration success criteria. MENTAL MODEL 2: SECOND-ORDER THINKING • First order: Acquire → get customers + feature • Second order: Get customers → must integrate → team distracted → core product neglected → new players eat market share • Alternative second order: Build → 12 months delay → but team velocity never drops → ship 4 other features while building this → market position strengthens MENTAL MODEL 3: OPPORTUNITY COST • Acquire: 2.8M cash + 4 engineers for 6 months (integration) • Build: 0 cash + 6 engineers for 12 months • The 2.8M could fund: A competitive marketing campaign (1.2M) + top-tier engineering hire (300K/year, 2-3 years) + product experimentation budget (1.5M) • The 6-month gap gives competitors time to launch similar features MENTAL MODEL 4: OPTIONALITY • Acquire now (1 year): Lock in customer base, close off competitor, move fast • Build and wait (1 year): Keep cash, test market demand for the feature, can still acquire later • Acquiring later is only possible if the competitor doesn't get acquired first FINAL RECOMMENDATION: BUILD • Opportunity cost (2.8M in growth investments) beats acquisition cost • Market risk of waiting 12 months is lower than integration risk of acquisition • If this feature becomes clear winner in 6 months, revisit acquisition then KEY ASSUMPTION TO MONITOR: Is the competitor's customer retention rate above 90% annually?
About this skill
name: decision-making-mental-models description: Use when Applies established mental models/frameworks to analyze a decision — a separate skill from the original author's Strategic Decision-Making skill, built around a different framework.
Decision-Making Skill (Mental Models)
This skill runs a decision through a library of mental models (e.g. inversion, second-order thinking, opportunity cost) to surface angles a straightforward analysis might miss, giving a more rounded view before you commit to a choice.
What you get
- A mental-model-based breakdown of a specific decision.
Customize your output
- Which mental models to apply
- the specific decision/context being analyzed.
Example output
A written breakdown of a decision viewed through multiple mental models.
Best for
Founders and operators who want a broader lens on a decision beyond a single framework.
SKILL.md preview
SKILL.md
---
name: decision-making-mental-models
description: Use this skill to apply established mental models and frameworks to analyze a decision from multiple angles.
version: 1.0.0
category: Business Ops / Decision Support
author: AgentVolt
license: proprietary
tags:
- business-ops
- decision-support
- standard
---
# Decision-Making Skill (Mental Models)
Runs a decision through established mental models to surface angles a single straightforward analysis would miss.
## When to use
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