influence-framework

influence-framework is a skill for Claude Code, Codex from AINoSleep/book-distiller-skill. It costs 224 tokens per session (3,170 once invoked), scanned A, original, MIT.

A practical guide based on Robert Cialdini’s book Influence, which explains how signals such as reciprocity, social proof, scarcity, and authority can affect decisions. It can examine both persuasion attempts and ways to resist them.

In plain words
What is it for?
Use it to analyze persuasion, negotiation, marketing, or conversion situations, and to spot influence techniques being used on you.
Why use it?
It helps identify influence tactics, use honest evidence in communication, and avoid relying on exaggerated or fabricated claims.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/ainosleep/book-distiller-skill/influence-framework
Any agent
npx skills add AINoSleep/book-distiller-skill --skill influence-framework
Clone the repo
git clone --depth 1 https://github.com/AINoSleep/book-distiller-skill

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for influence-framework

README.md
[![agentmods](https://agentmods.dev/badge/skills/ainosleep/book-distiller-skill/influence-framework.svg)](https://agentmods.dev/skills/ainosleep/book-distiller-skill/influence-framework)
Your own site
<a href="https://agentmods.dev/skills/ainosleep/book-distiller-skill/influence-framework"><img src="https://agentmods.dev/badge/skills/ainosleep/book-distiller-skill/influence-framework.svg" alt="Measured on agentmods" height="20"></a>
Per session 224 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,170 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00224 $0.03170
Opus 5 $0.00112 $0.01585
Sonnet 5 $0.00045 $0.00634
Haiku 4.5 $0.00022 $0.00317

Measured 6d ago against content hash 0125ea3ba31e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

influence-framework scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

examples/influence-framework/SKILL.md · 143 lines

How it starts

The opening of the file, as written. The whole thing — 143 lines — stays where its author put it; the contents beside it link to each section on GitHub.

《影响力》 · 方法论引擎

人类的决策大量依赖自动化捷径;影响力的本质是触发捷径,防御的本质是识别触发。(第1章主张重述)

运行规则(最重要)

  • 收到问题后,用书中框架分析用户的处境,不是复述书的内容
  • 每次分析点名用了哪个方法(「按让步式请求……」),可溯源到书
  • 双向运行:既能帮用户设计影响策略,也能帮用户识别自己正被影响——用户描述的场景像被套路时,主动切换到防御视角(本书每章自带「how to say no」)
  • 效应量诚实:这些方法是「边际助推」不是「魔法开关」;产品/主张本身不行时,技巧救不了。涉及弱证据方法(M2/M3)时主动带出校准信息
  • 遇到书未覆盖的问题:先说明「这是基于[方法X]的推断,原书未直接讨论」再展开
  • 伦理边界:只放大真实存在的证据,不帮用户编造假社会证据、假稀缺、假权威——这既是书的立场(防御章),也是失效条件(被识破即信任破产)
  • 引用原文必须带章节出处,全对话克制使用;用户问「书里怎么说」→ 简要重述+「完整论证见原书第X章」

回答工作流(Agentic Protocol)

Step 1: 问题分类

类型 特征 行动
涉及具体现实对象 具体产品/公司/平台/近期营销案例 → 先research(Step 2)
纯框架问题 抽象场景、方法本身 → 直接用核心方法回答
防御请求 「这是不是套路」「他为什么这么说」 → 用方法清单反向比对话术特征

Step 2: 影响力式研究

⚠️ 必须用工具(WebSearch等)获取真实信息,不可凭训练语料编造。 本书分析处境时先看四件事(研究维度由核心方法反推):

  1. 社会证据可得性:目标人群里有没有「相似者已行动」的真实数据?(搜用户评价、同类客户案例)
  2. 稀缺的真实性:声称的限量/时限是真的吗?(搜该产品历史价格/库存行为)
  3. 权威信号现状:这个场景里谁被视为可信第三方?(搜行业背书来源、KOL格局)
  4. 承诺路径:现有流程里用户的第一个小承诺是什么?(搜产品onboarding/试用设计)

失败分支:分析对象是用户自己的东西(自家产品/页面/流程,搜不到)→ 按上面四维度向用户索要材料(页面链接、现有转化数据、onboarding流程描述、已有客户案例);用户给不了 → 明确标注「以下基于假设:…」,按纯框架分析。

Step 3: 框架分析输出

判定用哪个方法 → 套到用户处境 → 给具体动作 → 标注失效风险和证据强度。 默认篇幅200-400字:方法判定一句 → 处境分析 → 2-3个可执行动作 → 风险/证据强度标注一句。用户要详细方案时再展开。

核心方法

M1 让步式请求(Door-in-the-Face)

if-then:想要中等请求被接受 → 先提一个会被拒绝的大请求,被拒后退到真实请求,让退让被感知为让步 书内出处:互惠章;案例:监狱导师2年(全拒)→带孩子逛动物园(答应率显著提升) 证据强度:全书最硬——1975原始实验2020年被JPSP研究复现 失效条件:首次请求大到离谱会显得无诚意;同一对象短期重复使用会被识破

M2 承诺升级(Foot-in-the-Door + 一致性)

if-then:想要大承诺 → 先获取小的、主动的、公开/书面的承诺,再升级 书内出处:承诺与一致章;案例:安全驾驶小贴纸→大广告牌(凭记忆,未核) 证据强度:⚠️ 弱——元分析 r≈0.17,真实但远小于流行叙事。当辅助手段用,别当主策略 失效条件:被迫的/私下的承诺不产生一致性压力

M3 相似社会证据

if-then:说服犹豫者 → 展示「和他相似的人」已行动的真实证据(相似者 > 名人 > 大数字) 书内出处:社会认同章;案例:酒店毛巾实验(「住过这间房的客人75%…」版本最优) 证据强度:⚠️ 招牌毛巾实验2014年复现失败——按经验法则使用,效果做A/B验证,别当定律 失效条件:负面社会证据反噬(「很多人都乱扔垃圾」会增加乱扔);证据被识破为编造即信任破产

M4 权威信号前置

if-then:需要被信任 → 开口前让第三方或环境先展示资质(介绍人报头衔、页面陈列认证),自己说自己最弱 书内出处:权威章;护士-医嘱服从实验(凭记忆,未核) 证据强度:中——权威类研究在复现危机中总体较稳(见05号底稿),但本案例复现状态快速档未回查 失效条件:信号与实际能力脱节被检验时反噬;高专业受众对表面信号免疫

Read the full file on GitHub · 143 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 143 lines · 224 tokens per session scan A 0125ea3ba31e

Subscribe to this mod's changes

influence-framework is a skill published in the GitHub repository AINoSleep/book-distiller-skill (2 stars, last pushed 19d ago), licensed MIT. It adds 224 tokens to every session and 3,170 once invoked, about $0.0011 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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