Activate when: user asks about starting early vs. later for savings/investing, wonders if small consistent gains add up, wants to know how long to double mon...
--- name: compound-interest description: "Activate when: user asks about starting early vs. later for savings/investing, wonders if small consistent gains add up, wants to know how long to double money, is evaluating long-term wealth or skill-building decisions, mentions 'Rule of 72' or 'exponential growth.' Do NOT activate when: the time horizon is short (under 3 years) and compounding is negligible; the underlying process is genuinely linear with no reinvestment or accumulation." --- # Compound Interest ## Overview Compound interest: a quantity grows at a rate proportional to its current size — growth itself grows — producing exponential accumulation. Formula: A = P × (1 + r)^t. Humans underestimate long-horizon outcomes because cognition extrapolates linearly. Two consequences: **Rule of 72** (doubles in ≈ 72/r periods); **late-period dominance** (most final value comes from the last few periods). Composes with [`lindy-effect`](../lindy-effect/SKILL.md), [`hyperbolic-discounting`](../hyperbolic-discounting/SKILL.md), [`expected-value-and-kelly`](../expected-value-and-kelly/SKILL.md), [`network-effects`](../network-effects/SKILL.md), [`deep-work`](../deep-work/SKILL.md). ## When to Use - Evaluating any long-horizon investment, savings, or wealth decision - Deciding between starting earlier vs. starting later; intensity vs. duration paths - Evaluating compound advantages in business (data, brand, switching cost) - Skill-development planning; recognizing compound decay (fees, atrophy, trust erosion) **Not when:** horizon is short; rate is so low linear approximation is fine; process is genuinely linear; situation requires immediate one-shot intensity. ## Coaching Novices (Adaptive Front Door) - **Engine mode:** user has a concrete long-horizon case → run The Process directly. - **Coach mode:** user is unfamiliar → guide step by step. In Coach mode, respond one step at a time. Each [WAIT] is a hard stop — output only that step's question, then stop. 1. One-line: duration of compounding dominates rate — starting earlier with small consistency beats starting later with large intensity. 2. Check fit. Short horizon or very low rate? Compound effects are small — save it for genuinely long horizons. 3. Elicit the specific decision, time horizon, and rate. > **[WAIT — do not advance until user responds]** 4. Walk through Rule of 72, precise compound outcome, late-period dominance, and other life domains one question at a time. > **[WAIT — do not advance until user responds]** 5. Close: decision informed by compound math + compound dynamics identified + commitment to early consistent action. > **[WAIT — do not advance until user responds]** ## The Process **Step 1 — Specify the situation** `Starting value / Rate (per period) / Time horizon / Decision / Alternative options` **Step 2 — Rule of 72 intuition** `Doubling time = 72/r | Doublings in horizon | Approximate multiplier = 2^doublings` **Step 3 — Precise compound result** `A = P × (1+r)^t | Linear-extrapolation comparison | Gap between linear and compound` **Step 4 — Late-period dominance** `Value at half-time (much less than half) | Value gained in last 25% (typically 50%+ of total)` **Step 5 — Option comparison** `Option A compound outcome | Option B compound outcome | Where duration dominates | Recommendation` **Step 6 — Generalize** `Other life domains with compound dynamics | Compound decay risks | Commitment to early action` ## Output Template ``` Compound Interest Analysis: <decision> Situation: value / rate / horizon / decision Rule of 72: doubling time / doublings / multiplier Compound math: final (compound) vs. final (linear) / gap Late dominance: value at half-time / last-25%-gains Options: A vs. B / recommended Generalization: other dynamics / decay risks / commitments ``` *→ Method in Action: [Bernoulli 1683, Graham/Buffett, and the Compound-Advantage Tradition](examples/bernoulli-1683-graham-buffett.md)* ## Pack: Compound Interest Application Patterns | Domain | Compound mechanism | Operational implication | |---|---|---| | Retirement savings | Returns + reinvested dividends | Start early; minimize fees; hold 40+ years | | Skill / expertise | Daily practice → expert capability | 30 min/day for 10 years beats intensive bootcamp | | Brand / reputation | Loyalty compounds into market position | Consistency of promise over decades | | Compound decay (fees) | 1% fee × 40 years ≈ 33% wealth loss | Low-fee structures; avoid recurring small costs | | Compound decay (trust) | Single violation destroys decades of compound | Protect trust like the compound asset it is | *→ Primary sources: [references/sources.md](references/sources.md)* ## Common Rationalizations **[D] = designed upfront | [O] = observed in real use. [O] entries are more valuable.** | Fake move | Reality | |---|---| | [D] "I'll start saving / investing later" | Destroys the compound horizon. $100/mo at 25 beats $300/mo at 45 at 7% to age 65 — early starter wins despite saving less. | | [D] "1% better isn't worth it" | 1.01^365 ≈ 37×. Compounded over 10 years = expert vs. novice. | | [D] "I'll catch up by working harder later" | Duration dominates intensity. Missing compound years cannot be made up with later intensity. | | [D] "Fees are small" | 1% × 40 years compound = ~33% wealth destruction. Small fees are catastrophic long-term. | | [D] "It hasn't grown much in the first few years" | Compound growth concentrates in the last years. Patience is the operative virtue. | | [D] "I can time the market" | Missing the 10 best days of a decade destroys decades of compound. | | *→ Add [O] entries here after each real use — paste the actual failure pattern* | *What went wrong and why* | ## Red Flags - Long-horizon decision made by linear extrapolation, not compound calculation - Recurring fees or losses dismissed as "small" - Plan is to "start later when I make more" — intensity substituted for duration - Compound asset (trust, brand, skill) treated as something other than a compound asset ## Verification - [ ] Rule of 72 applied to estimate doubling time - [ ] Precise compound calculation done for the full horizon - [ ] Late-period dominance identified - [ ] Both option compound outcomes computed (if comparing options) - [ ] Compound dynamics identified in non-financial life areas - [ ] Compound decay risks named; early action recommended --- *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.*
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