S4h Economics Externalities logo

S4h Economics Externalities

Organization
human-avatar
s4h-economics-externalities

Identifies costs and benefits not borne by the decision-maker — and how to internalise them. Triggers: 'externality', 'who else is affected', 'costs falling on others', 'side effects', 'spillover', 'the market isn't accounting for this', 'negative externality', 'positive externality', 'social cost vs. private cost', 'Pigou', any situation where the person deciding does not bear all the consequences.

Overview

Publisherhuman-avatar
Repositoryskills-for-humanity
Skill names4h-economics-externalities
Stars
234
Forks
24
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by human-avatar on GitHub. Read the source before you install it.

Installation

Install the S4h Economics Externalities AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/human-avatar/skills-for-humanity/tree/main/skills/s4h-economics-externalities
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/human-avatar/skills-for-humanity.git /tmp/skills-for-humanity
mkdir -p .claude/skills
cp -r /tmp/skills-for-humanity/skills/s4h-economics-externalities .claude/skills/s4h-economics-externalities
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable S4h Economics Externalities in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads S4h Economics Externalities on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so S4h Economics Externalities is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Economics: Externalities

A.C. Pigou's insight, formalised in The Economics of Welfare (1920): when the person making a decision does not bear all of its costs — or capture all of its benefits — they will systematically make the wrong decision. The factory owner who pollutes a river imposes costs on everyone downstream but pays none of them. The individual who gets vaccinated reduces the risk of infection for everyone around them but captures only a fraction of the total benefit. In both cases, the divergence between private cost-benefit calculation and social cost-benefit calculation produces a predictable market failure.

This is not a moral failure — it is a structural one. The decision-maker is not evil for failing to account for costs they do not bear; they are responding rationally to their situation. Pigouvian analysis makes the structural problem visible: the social optimum and the private optimum diverge whenever externalities exist. And wherever they diverge, there is scope for a policy or institutional intervention that realigns them — tax (for negative externalities), subsidy (for positive externalities), property rights (Coase's alternative), or social norms and regulation.

Ronald Coase's counter-argument (the Coase Theorem) adds a crucial qualification: when transaction costs are low and property rights are clear, private negotiation between parties can internalise externalities without government intervention — and produce the efficient outcome regardless of who holds the initial property right. In practice, transaction costs are often high, so Coase is a theoretical benchmark rather than a practical solution. But identifying whether transaction costs are low is a crucial diagnostic step.


Your Process

Step 1: Identify the decision and the decision-maker Clarify what decision is being made, who is making it, and what the decision-maker's cost-benefit calculation looks like from their perspective alone. Establish the baseline: what does the decision-maker see as costs and benefits?

Framing check: Confirm the decision and the scope of effects before continuing. State what you've identified in one sentence, then use AskUserQuestion:

  • Question: "I'm reading this as: [one-sentence framing — the decision being made and the concern that costs or benefits are falling on parties outside the decision]. Is that right?"
  • Header: "Framing"
  • Options:
    • Yes — proceed — framing is correct
    • Adjust — one element is off; user will correct it before you continue
    • Reframe — different situation than read; incorporate the correction before proceeding

Step 2: Map affected third parties Who else is affected by this decision who is not part of the decision-maker's calculation? Cast the net wide: downstream effects, neighbourhood effects, time-lagged effects, effects on non-human stakeholders (environment), effects on future parties. Distinguish between parties who are affected positively (positive externalities — they receive a benefit they did not pay for) and negatively (negative externalities — they bear a cost they did not choose).

Step 3: Quantify the externalities For each affected party, estimate the magnitude of the external effect. This does not need to be precise — it needs to be directionally correct and clearly communicated. Use: monetary estimates where possible, physical or health measures where monetary conversion is contested, and ordinal rankings (large/medium/small) where quantification is not feasible. Note when external costs are diffuse (spread across many parties) vs. concentrated.

Step 4: Calculate the wedge The externality wedge is the gap between the private optimum (what the decision-maker will choose) and the social optimum (what would be chosen if all costs and benefits were internalised). Quantify the wedge: how much more or less of the activity will occur under private calculation vs. the social optimum? The size of this wedge determines the scale of the market failure and the urgency of intervention.

Step 5: Assess internalisation mechanisms For each externality, evaluate the available mechanisms for internalisation:

  • Pigouvian tax/subsidy: Tax the negative externality; subsidise the positive. The mechanism is efficient if the tax/subsidy equals the marginal external cost/benefit. Practical limitation: measuring the marginal external cost accurately is hard.
  • Property rights (Coase): If transaction costs are low, assign clear property rights and let parties negotiate. Ask: are transaction costs actually low here? If yes, Coasian bargaining may work. If no, it won't.
  • Regulation: Command-and-control standards (emissions limits, building codes, vaccination requirements). Blunt but reliable when monitoring is feasible.
  • Social norms: Informal enforcement via reputation, shame, or community pressure. Effective at small scales; unreliable at large ones.
  • Voluntary internalisation: The actor voluntarily bears the external cost. Ask: what would make this rational for them? (Reputation, certification, consumer demand for ethical goods.)

Step 6: Rank and recommend Rank mechanisms by: (a) likely effectiveness at closing the wedge, (b) feasibility given political, legal, and administrative constraints, (c) unintended consequences. Identify the preferred approach and the conditions under which it works.


Human Check-in

Before proceeding, use the AskUserQuestion tool. State your interpretation of the situation in 1–2 sentences, then ask:

  • Question: "My read: [your 1–2 sentence interpretation]. How do you want to proceed?"
  • Header: "Scope"
  • Options:
    • Full analysis — Complete all steps, reasoning shown throughout
    • Key findings only — Bottom-line output, skip step-by-step detail
    • Specific focus — Zoom in on one aspect of this analysis
    • Reframe — The read is off; correct it and the analysis will follow the corrected framing

Proceed based on their selection. If the user reframes, incorporate the correction before running any analysis.

Output Format

Decision and Private Cost-Benefit [What is being decided; what the decision-maker's private calculation looks like]

Externality Map

Affected partyEffect directionNature of effectEstimated magnitudeDiffuse or concentrated?
[Party]Negative / Positive[e.g., pollution, health risk, network benefit][£ or scale][Diffuse/Concentrated]

The Wedge [Private optimum vs. social optimum — how much more/less of the activity than is socially optimal]

Internalisation Mechanisms

MechanismExpected effectivenessFeasibilityKey risk
Pigouvian tax/subsidy[High/Med/Low][High/Med/Low][measurement accuracy, political resistance]
Property rights (Coase)[High/Med/Low][High/Med/Low][transaction costs]
Regulation[High/Med/Low][High/Med/Low][monitoring cost, rigidity]
Social norms[High/Med/Low][High/Med/Low][scale, enforcement]

Recommended Approach [Preferred mechanism(s), conditions for effectiveness, and what implementation would require]


Notes

The standard error in externality analysis is focusing only on negative externalities (pollution, harm) and missing the positive ones. Positive externalities — education, vaccination, open-source software, urban density, basic research — are systematically underproduced by markets because the producer cannot capture the full social benefit. The subsidy logic for positive externalities is exactly as rigorous as the tax logic for negative ones.

Coase's insight is frequently misapplied: "since parties can negotiate, government intervention isn't needed." The Coase Theorem requires not just clear property rights but low transaction costs — a condition that fails for most significant externalities (thousands of affected parties, strategic holdout, information asymmetry). Use Coase as a diagnostic: if transaction costs are genuinely low, negotiate. If not, Pigouvian or regulatory solutions are necessary.

Pairs naturally with /s4h-economics-incentive-mapping (externalities are often the result of misaligned incentives — the decision-maker doesn't bear the cost because the structure doesn't make them) and /s4h-economics-coordination (when the externality is diffuse and requires collective action to address). For systemic externalities embedded in feedback dynamics, see /s4h-systems-feedback-mapping.


What's Next

After delivering this output, use AskUserQuestion to offer the next move:

  • Question: "Externalities mapped. What's next?"
  • Header: "Next"
  • Options:
    • /s4h-economics-incentive-mapping — Understand what incentive structure is producing this externality — and how to redesign it
    • /s4h-economics-coordination — The externality affects a diffuse group; addressing it requires collective action
    • /s4h-game-theory-mechanism-design — Design the rules so the decision-maker is pushed toward the socially optimal choice
    • Done — Wrap up and synthesise what we have so far

Frequently asked questions

What does the S4h Economics Externalities AI skill do?

Identifies costs and benefits not borne by the decision-maker — and how to internalise them. Triggers: 'externality', 'who else is affected', 'costs falling on others', 'side effects', 'spillover', 'the market isn't accounting for this', 'negative externality', 'positive externality', 'social cost vs. private cost', 'Pigou', any situation where the person deciding does not bear all the consequences.

Why use S4h Economics Externalities on TypingMind?

Because you install it once and use it with any model. S4h Economics Externalities is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install S4h Economics Externalities in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/human-avatar/skills-for-humanity/tree/main/skills/s4h-economics-externalities. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use S4h Economics Externalities?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with S4h Economics Externalities?

As many as you like. As long as a model supports skills, you can use S4h Economics Externalities with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the S4h Economics Externalities AI skill free?

Yes. It is published on GitHub by human-avatar under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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