Install
openclaw skills install @deciqai/comparative-advantageActivate when: user says 'should I do this myself or delegate,' 'I'm the best at X so I should do it,' 'should we outsource or build in-house,' 'how should we divide work on the team,' 'is it worth hiring someone for this.' Do NOT activate when: the situation is genuinely single-task with no trade-off; the user is asking about competitive strategy between companies (use Porter's Five Forces instead).
openclaw skills install @deciqai/comparative-advantageMutually beneficial specialization depends on relative productivity, not absolute. Even if you are better than everyone else at every task, you gain by focusing on tasks where your opportunity-cost ratio is lowest and delegating the rest. The right question is not "am I better at X than them?" but "am I better at X relative to Y compared to how they are?"
Proved by David Ricardo (1817); called "the only proposition in economics that is both true and non-obvious" by Paul Samuelson (1969).
Composes with opportunity-cost, pareto-principle, circle-of-competence, theory-of-constraints.
Not when: situation is genuinely single-task (no B to trade off); transaction costs swamp any gains; alternative producer's capacity is fully constrained.
In Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop.
[WAIT — do not advance until user responds]
[WAIT — do not advance until user responds]
[WAIT — do not advance until user responds]
Step 1 — Producers and tasks: name Producer 1, Producer 2, Task A, Task B, time horizon.
Step 2 — Productivity: estimate value-per-hour (or units/time) for each producer at each task.
Step 3 — Opportunity-cost ratios: Producer 1's OC of Task A = Task B output forgone per unit of Task A. Repeat for Producer 2. Lower OC = comparative advantage in that task.
Step 4 — Specialization: each producer focuses on their comparative-advantage task. Total output rises.
Step 5 — Transaction costs: add coordination, communication, quality-risk, and information-asymmetry costs. If net benefit positive: specialize. If net negative: produce in-house.
Step 6 — Implement and monitor: document arrangement, set quality monitoring, schedule re-evaluation as productivity ratios or transaction costs shift.
# Comparative-Advantage Analysis: <decision>
Producers: P1 = ___ | P2 = ___ Tasks: A = ___ | B = ___
OC of Task A — P1: ___ | P2: ___ → CA in A: P___ | CA in B: P___
Transaction costs: coordination ___ | quality risk ___ | net ___
Recommendation: P1 specializes in ___ | P2 specializes in ___
Caveats / re-eval trigger: ___
→ Method in Action: Ricardo 1817 England-Portugal + Modern Applications
| Decision | Absolute-advantage trap | Comparative-advantage answer |
|---|---|---|
| Founder time | "I'm best at everything" | Specialize in 2-3 highest-leverage activities; delegate the rest |
| Senior engineer | "I should code everything" | Architect, mentor, hard problems; delegate routine tasks |
| Manufacturing | "We could build our own factory" | Outsource to specialist; focus on design/marketing/sales |
| Customer support | "I know the product best" | Hire CS specialists; handle only strategic relationships yourself |
→ Primary sources: references/sources.md
[D] = designed upfront | [O] = observed in real use. [O] entries are more valuable.
| Fake move | Reality |
|---|---|
| [D] "I'm best at this, so I should do it" | Right question is OC ratio. You can be best at it and still not be the one who should do it. |
| [D] "I can do it faster than they can" | An hour spent doing it is an hour not spent on higher-OC work. Calculus often favors delegation. |
| [D] "Quality will drop if I delegate" | Compute: does the quality drop outweigh the OC gain from focusing on higher-CA activities? Often no. |
| [D] "Outsourcing is risky" | Transaction costs and quality risk are part of the calculus — compute them, don't assume. |
| [D] "Comparative advantage is academic; real life is different" | The framework underpins modern supply chains, team specialization, and founder time-allocation. |
| → Add [O] entries here after each real use — paste the actual failure pattern | What went wrong and why |
Part of deciqAI Knowledge Skills — open-source thinking skills that make rigor executable for AI agents. Built by deciqAI · https://deciqai.com · Contributions welcome — see the template at the repo root.