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.
npx skills add wentorai/research-plugins --skill behavioral-economics-guidegit clone --depth 1 https://github.com/wentorai/research-pluginsWrote 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.
[](https://agentmods.dev/skills/wentorai/research-plugins/behavioral-economics-guide)<a href="https://agentmods.dev/skills/wentorai/research-plugins/behavioral-economics-guide"><img src="https://agentmods.dev/badge/skills/wentorai/research-plugins/behavioral-economics-guide/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/wentorai/research-plugins/behavioral-economics-guide"><img src="https://agentmods.dev/badge/skills/wentorai/research-plugins/behavioral-economics-guide.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00015 | $0.02139 |
| Opus 5 | $0.00008 | $0.01069 |
| Sonnet 5 | $0.00003 | $0.00428 |
| Haiku 4.5 | $0.00002 | $0.00214 |
Grade A, and why
behavioral-economics-guide 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.
How it starts
The opening of the file, as written. The whole thing — 240 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Behavioral Economics Guide
Conduct behavioral economics research using experimental methods, prospect theory, nudge frameworks, and key empirical tools for studying decision-making under bounded rationality.
Core Theoretical Frameworks
Prospect Theory (Kahneman & Tversky, 1979)
People evaluate outcomes relative to a reference point, with losses looming larger than equivalent gains:
Key features:
1. Reference dependence: Utility is defined over gains and losses, not absolute wealth
2. Loss aversion: lambda ≈ 2.25 (losses hurt ~2.25x more than equivalent gains)
3. Diminishing sensitivity: Marginal impact decreases as you move away from reference
4. Probability weighting: Overweight small probabilities, underweight large ones
Value function:
v(x) = x^alpha if x >= 0 (alpha ≈ 0.88)
v(x) = -lambda * (-x)^beta if x < 0 (beta ≈ 0.88, lambda ≈ 2.25)
Probability weighting function (Prelec, 1998):
w(p) = exp(-(-ln(p))^alpha) (alpha ≈ 0.65 for gains, 0.69 for losses)
Dual Process Theory (Kahneman, 2011)
| System 1 (Fast) | System 2 (Slow) |
|---|---|
| Automatic, effortless | Deliberate, effortful |
| Intuitive, heuristic-based | Analytical, rule-based |
| Parallel processing | Serial processing |
| Emotional | Logical |
| Prone to biases | Can override biases |
| Default mode | Activated when needed |
Nudge Theory (Thaler & Sunstein, 2008)
Nudges alter choice architecture to influence decisions without restricting options:
| Nudge Type | Example | Mechanism |
|---|---|---|
| Default setting | Opt-out organ donation | Status quo bias |
| Salience | Calorie labels at point of sale | Attention focus |
| Social norms | "9 out of 10 neighbors recycle" | Conformity |
| Commitment device | Pre-commitment to savings plans | Present bias correction |
| Simplification | Pre-filled tax forms | Reduce cognitive load |
| Feedback | Real-time energy usage display | Information salience |
| Framing | "90% survival" vs "10% mortality" | Reference frame |
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.
- 6d ago First seen · 240 lines · 15 tokens per session scan A 8aa567fa6f89
behavioral-economics-guide is a skill published in the GitHub repository wentorai/research-plugins (291 stars, last pushed 2mo ago), licensed MIT. It adds 15 tokens to every session and 2,139 once invoked, about $0.0001 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 2026-09-03.
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