Install
openclaw skills install @deciqai/lindy-effectActivate when: user asks 'should we use this old technology or switch to something newer', 'how do I know if a book is worth reading', 'this institution has been around forever — is that meaningful', 'we should modernize / this time is different', 'how long will this practice / tool / framework last'. Do NOT activate when: the item is perishable or has a deterministic life cycle (humans, hardware, organisms); elimination forces are absent and the old thing survives only due to regulatory lock-in.
openclaw skills install @deciqai/lindy-effectFor non-perishable items — ideas, books, technologies, institutions, practices — life expectancy is proportional to current age. The longer something has survived competitive elimination, the longer its expected remaining life. Math: if survival follows a Pareto distribution with α ≈ 1, expected remaining life ≈ current age. Not nostalgia — statistical inference from a track record of passing elimination tests.
Composes with antifragile (Lindy-survival is the signature of antifragility), survivorship-bias (paired warning), first-principles (Lindy says that; first-principles says why), switching-costs, and chestertons-fence.
Not when: item is perishable or has a deterministic life cycle; elimination forces are absent (old institution survives only via regulatory protection); conditions have genuinely changed enough to invalidate survival evidence; decision time-horizon is too short for long-run durability to matter.
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 — Items: old item (age) / new item (age) / decision / time horizon / switching cost
Step 2 — Applicability: non-perishable? | elimination forces operating? | power-law plausible? | conditions changed?
Step 3 — Lindy prior: old expected remaining life (≈ age) / new expected remaining life / ratio
Step 4 — This-time-is-different: which conditions changed / invalidates survival evidence? / cost if wrong
Step 5 — Decision: foundational → lean Lindy; exploration → lean new; document Lindy weight
Step 6 — Reversibility (if going against Lindy): reversal plan / reversal signals / monitoring owner
# Lindy-Informed Decision: <decision>
Items: old (age) / new (age) / time horizon / switching cost
Applicability: non-perishable Y/N | elimination forces Y/N | power-law Y/N | conditions changed Y/N
Prior: old remaining life / new remaining life / ratio
This-time-is-different: claim / evidence / verdict
Decision: old/new/hybrid | Lindy weight | override reasoning
Reversibility: plan / signals / owner
→ Method in Action: Goldman 1964, Mandelbrot 1982, Taleb 2012
| Domain | Lindy-stronger choice | Common error |
|---|---|---|
| Programming languages | C (1972), Python (1991) over 3-year-old languages | Adopting new language for foundational layer |
| Databases | PostgreSQL (1996), Oracle (1977) over new graph DBs | Choosing newest for load-bearing tier |
| Reading | 100-year-old in-print book over this month's release | Reading only the new; assuming old is irrelevant |
| Scientific findings | 50-year replicated finding over new single study | Treating new study as more credible than decades-replicated old finding |
| Investment principles | Graham (1934), Bogle (1975) principles over recent strategies | Adopting recent quantitative strategy as foundation |
→ Primary sources: references/sources.md
[D] = designed upfront | [O] = observed in real use. [O] entries are more valuable.
| Fake move | Reality |
|---|---|
| [D] "It's old, so it's outdated" | Lindy says the opposite: old non-perishables have more durability evidence, not less. |
| [D] "This time is different" | Reinhart's 800 years: this is rarely as different as claimed. Burden of proof on the change-claim. |
| [D] "Modern conditions changed everything" | Some conditions did. Name which changed and whether that invalidates the survival evidence. |
| [D] "New = better" | Empirically false in many domains. Lindy-strong systems outlasted multiple generations of "improvements." |
| [D] "We'll switch back if it doesn't work" | Switching costs are non-symmetric. New systems create lock-in that prevents rollback. |
| [D] "Tradition isn't a reason" | Long-surviving tradition is statistical evidence — add first-principles, don't dismiss it. |
| → 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.