本文へ移動
cccskills
無料GitHub で公開

"grad-signaling"

"Apply signaling theory (Spence, 1973) to analyze how agents communicate private information through costly, credible signals under information asymmetry. Use this skill when the user needs to evaluate whether a corporate action serves as a credible signal, analyze dividend or IPO signaling, assess separating vs pooling equilibria, or when they ask 'why do firms pay dividends', 'is this signal credible', or 'how does underpricing signal quality'.".

インストール方法を見る

含まれるファイル(2)

  • SKILL.md4.7 KB
  • examples/sample_scenario.md5.1 KB

SKILL.md(原文)

インストールする前に、エージェントに与えられる指示の中身を確認できます。

Signaling Theory

Overview

Signaling theory (Spence, 1973) explains how informed parties credibly communicate private information to uninformed parties through costly actions. In finance, firms signal quality through dividends, capital structure, underpricing, and other mechanisms that are too costly for low-quality firms to mimic.

When to Use

  • Analyzing why firms pay dividends despite tax disadvantage
  • Evaluating IPO underpricing as a quality signal
  • Assessing whether a corporate action conveys credible private information
  • Designing mechanisms to separate high-quality from low-quality issuers

When NOT to Use

  • When information asymmetry is minimal (both sides have equal information)
  • For cheap-talk communication (costless signals are not credible)
  • When the signaling cost exceeds the benefit to the signaler

Assumptions

IRON LAW: A signal is credible ONLY if it is costly to fake — cheap
talk is not a signal. For a separating equilibrium, the signal must
be differentially costly: affordable for high-quality types but
prohibitively expensive for low-quality types.

Key assumptions:

  1. Information asymmetry exists between sender and receiver
  2. Signal cost is negatively correlated with quality (single-crossing property)
  3. Receivers rationally update beliefs based on observed signals
  4. Equilibrium can be separating (types distinguished) or pooling (types indistinguishable)

Methodology

Step 1 — Identify Asymmetry and Parties

  • Who is the informed party (sender)? What private information do they hold?
  • Who is the uninformed party (receiver)? What decision do they make?

Step 2 — Identify the Signal and Its Cost Structure

Financial SignalSenderCostly Because
DividendsFirm managersCommits cash flow, tax cost
IPO underpricingIssuing firmLeaves money on the table
Debt issuanceFirm managersFixed obligations, bankruptcy risk
Share buybacksFirm managersDepletes cash reserves
Education (Spence)Job applicantTime, money, effort

Step 3 — Assess Equilibrium Type

  • Separating: High-quality types signal, low-quality types do not. Receiver can distinguish.
  • Pooling: All types take the same action. Receiver cannot distinguish.
  • Key test: Is the signal cost differential sufficient to sustain separation?

Step 4 — Evaluate Signal Credibility

Checklist for credible signal:

  • Is it costly to the sender?
  • Is it more costly for low-quality senders?
  • Can the receiver observe the signal?
  • Is the signal difficult to fake or replicate cheaply?

Output Format

## Signaling Analysis: [Corporate Action / Context]

### Information Structure
- Sender: [who] with private info about [what]
- Receiver: [who] making decision about [what]

### Signal Assessment
| Criterion | Assessment |
|-----------|------------|
| Observable? | [Yes/No] |
| Costly? | [Yes/No — how] |
| Differentially costly? | [Yes/No — why] |
| Credible? | [Yes/No] |

### Equilibrium
- Type: [Separating / Pooling / Semi-separating]
- Stability: [Robust / Fragile — why]

### Implications
- [What rational receivers should infer]
- [Strategic recommendation for sender]

Gotchas

  • Not every costly action is a signal — it must be observed by the receiver and differentially costly
  • Multiple equilibria often exist; which one obtains depends on off-equilibrium beliefs
  • Signal costs represent deadweight loss to society, even if individually rational
  • Over-signaling occurs when competition escalates signal costs beyond social optimum
  • Empirical identification is hard — correlation between signals and quality does not prove signaling
  • Institutional context matters: mandatory disclosure regulations can substitute for costly signaling

References

  • Spence, M. (1973). Job market signaling. Quarterly Journal of Economics, 87(3), 355-374.
  • Ross, S. (1977). The determination of financial structure: the incentive-signalling approach. Bell Journal of Economics, 8(1), 23-40.
  • Allen, F. & Faulhaber, G. (1989). Signalling by underpricing in the IPO market. Journal of Financial Economics, 23(2), 303-323.

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

同じリポジトリのスキル

概要と使いどころ

"Implement and select ad bidding strategies from manual CPC to automated target-CPA and target-ROAS. Use this skill when the user needs to choose a bidding strategy, set up automated bidding, or optimize bid parameters — even if they say 'what bidding strategy should I use', 'target CPA setup', or 'smart bidding configuration'.".

日本語の概要は準備中です。原文の説明を表示しています。

charlieviettq/awesome-agent-skill262026年7月20日 更新

"Optimize advertising budget allocation across campaigns using marginal returns analysis. Use this skill when the user needs to distribute budget across multiple campaigns, optimize spend pacing, or maximize overall ROAS under budget constraints — even if they say 'how to split my ad budget', 'campaign budget optimization', or 'diminishing returns on ad spend'.".

日本語の概要は準備中です。原文の説明を表示しています。

charlieviettq/awesome-agent-skill262026年7月20日 更新

"Build CTR prediction models for estimating ad click-through rates from features. Use this skill when the user needs to predict click probability, build an ad ranking model, or evaluate ad creative performance — even if they say 'predict click rate', 'ad relevance scoring', or 'which ad will get more clicks'.".

日本語の概要は準備中です。原文の説明を表示しています。

charlieviettq/awesome-agent-skill262026年7月20日 更新

"Implement Generalized Second Price auction for ad slot allocation and pricing. Use this skill when the user needs to understand search ad auctions, compute ad positions and costs-per-click, or analyze bidding dynamics — even if they say 'how does Google Ads auction work', 'ad rank calculation', or 'second price auction for ads'.".

日本語の概要は準備中です。原文の説明を表示しています。

charlieviettq/awesome-agent-skill262026年7月20日 更新

"Implement VCG mechanism for incentive-compatible ad slot allocation with truthful bidding. Use this skill when the user needs to design a truthful auction mechanism, compute externality-based payments, or understand why platforms may prefer GSP over VCG — even if they say 'truthful auction design', 'VCG payments', or 'incentive-compatible mechanism'.".

日本語の概要は準備中です。原文の説明を表示しています。

charlieviettq/awesome-agent-skill262026年7月20日 更新

"Explain blockchain fundamentals including distributed ledger architecture, consensus mechanisms, and block structure. Use this skill when the user needs to understand blockchain concepts, evaluate whether blockchain fits a use case, or design a blockchain-based solution — even if they say 'how does blockchain work', 'do I need blockchain', or 'distributed ledger'.".

日本語の概要は準備中です。原文の説明を表示しています。

charlieviettq/awesome-agent-skill262026年7月20日 更新

charlieviettq のスキルをすべて見る

このスキルの問題を報告する