tjboudreaux/cc-thinking-skills

thinking-lindy-effect

Use when longevity of a non-perishable option matters.

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使用方法

  1. 复制安装命令,在自己的智能体环境安装前先检查源码包。
  2. 从原始文档核对所需工具、凭据和支持的宿主。
  3. 说明输入材料与期望交付物,并对照来源检查输出。
npx skills add https://github.com/tjboudreaux/cc-thinking-skills --skill thinking-lindy-effect

开始前需了解

  • 安装不包含模型订阅、API 额度或访问文件的权限。
  • 仓库星数和安装量反映活跃情况,不等于独立质量或安全测试。
仓库原始内容

按源仓库内容呈现,保留标题、案例、代码、表格、链接以及原文引用的演示图片。

Lindy Effect

For non-perishable ideas, technologies, and practices, expected remaining life scales with current survival age. Prefer proven survivors unless the new option clears a burden of proof or the domain has drifted.

When to Use

  • Choosing languages, frameworks, databases, protocols, patterns, or dependencies where long-term survival matters.
  • Skill or architecture bets whose value depends on lasting relevance.
  • Ranking options when ages differ materially and the choice outlives a short experiment.

When NOT to Use

  • Perishable targets: specific SaaS vendors, hardware, fashion, or products that can shut down regardless of concept age.
  • Active paradigm discontinuity where age in the old regime is weak evidence.
  • Throwaway work where longevity is irrelevant — optimize for fit and speed.
  • Treating "older" as "optimal for a new requirement"; survival predicts further survival, not best fit.

Procedure

  1. Confirm non-perishable scope. Concept/tech/practice continues; vendor/device → score fit/risk only and stop.
  2. Record survival age. First significant production use and current age (ecosystem-relative if the ecosystem is young).
  3. Form the Lindy prior. Expected remaining life ≈ current age; mark confidence from age and continued active use.
  4. Run domain-drift checks. Problem class changed? Paradigm shift invalidating old assumptions? New option uniquely closes a real present gap?
  5. Assign burden of proof. Default to the older adequate option. Accept newer only for a stated necessary advantage the Lindy option cannot meet at acceptable cost.
  6. Decide with residual risk. Pick primary; note impact if the prior is wrong and any fallback.

Stop condition: Primary chosen with age prior, drift check, and why new did or did not meet burden of proof.

Output

text
Options: <name, age, Lindy prior>
Drift: stable | discontinuous — <note>
Burden: on new | waived because <gap>
Decision: <primary>
Rejected: <one line each>
If Lindy wrong: <impact + fallback>

Verification

  • Falsify if age was used without non-perishable scope, or a paradigm shift was ignored.
  • Falsify if a new option was rejected solely for youth despite a documented necessary gap.
  • Over-application guard: skip throwaway prototypes and perishable vendor bets where fit and exit cost dominate.
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