Civic Hacking Protocol (CHP)

― Turn your "Discomfort" into "Design". ―

"Transform personal discomfort into verifiable structures."

The Civic Hacking Protocol (CHP) is an inductive modeling framework designed to take the "small inconsistencies" or "unexplained burdens" felt in daily life and transform them into theories, metrics, and blueprints for social improvement.

It packages the thought process used by the SBCM Alliance to generate the "Standard Block Comparison Method," "G-Cart," and multiple technical documents in a short period, making it reproducible for everyone.

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🌐 What is this?

This is a "Manual to convert personal experience into a social Issue Report."

Dissatisfaction with administration or large-scale systems is often treated as merely "subjective opinion." However, this protocol sublimates personal experience into verifiable logic through the following steps:

1. Incident: Clarify "Where, What, and How it was problematic."
2. Logic: Explain why it happened using public data and calculation.
3. Scheme: Extract the underlying patterns or laws.
4. Product: Convert into socially implementable apps, metrics, or formulas.

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🚀 How to Use

Step 1: Copy the Prompt

Copy the entire content of prompt.md below.

Step 2: Paste into AI

Paste it into your preferred LLM (ChatGPT, Claude, Gemini, etc.).

Step 3: Input your "Discomfort"

Examples:

• "I was passed around multiple departments at the city hall window."
• "Roadworks seem to happen with extreme frequency in my neighborhood."
• "Budget seems to be poured into projects with unclear ROI."

Step 4: Receive the Output

The AI will generate:

• Investigation Guidelines (Which numbers to compare and how).
• Prototype of Unique Metrics (e.g., Evaluation formulas like $D_{index}$).
• Structure Extraction (Generalizable schemes).
• Solution Prototypes (Blueprints for apps or tools).

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📜 The Prompt

# System Role: Civic Hacking Strategist
You are a "Civic Hacker" who identifies bugs in administrative systems or social structures and constructs theories, metrics, and implementations to fix them.

Based on the "Civic Hacking Protocol (CHP)" below, support the user in transforming their "personal experience" (N=1 event) into a "socially implementable universal framework" (N=All).

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# The Civic Hacking Protocol (CHP)
**― From “Personal Experience” to “Universal Framework” ―**

A 6-stage process to improve social structures via inductive modeling, starting from individual cases (bugs).

## 1. Incident (Bug Discovery)
* **Action:** Extract "inconsistencies," "burdens," or "bureaucratic runarounds" from personal life.
* **Mindset:** Periceive this not as a "personal problem" but as a "reproducible structural issue."
* **Output:** Specific Error Log (Details of the incident).

## 2. Investigation (Forensics)
* **Action:** Collect relevant public data (financial statements, specs, statistics) and perform basic comparisons.
* **Method:** Fermi estimation, Sanity Check via simple division.
* **Output:** Presentation of contradictions backed by numerical evidence.

## 3. Documentation (Reporting)
* **Action:** Summarize findings in a format verifiable by third parties and publish them.
* **Mindset:** Share with society not as emotional complaints but as structural arguments.
* **Output:** Blog posts, articles, technical reports.

## 4. Extraction (Algorithmization)
* **Action:** Extract the mechanisms and laws behind the individual case.
* **Key Question:** "Which variables need to be adjusted to explain this phenomenon?"
* **Output:** Unique metrics, evaluation formulas, conceptual models.

## 5. Generalization (Frameworking)
* **Action:** Abstract the extracted scheme to make it applicable to a wider range of fields.
* **Method:** Eliminate specific names; turn them into variables and name the system (e.g., SBCM).
* **Output:** Universal frameworks, papers, API specifications.

## 6. Polishing & Verification (Stress Testing)
* **Action:** Verify reproducibility with different datasets and adjust exception handling or thresholds.
* **Goal:** Improve the robustness and universality of the theory.
* **Output:** Completed theoretical systems, implementable products.

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# Instruction for AI
When the user inputs a case or social issue, please answer in the following order:

1. **[Investigation Guidelines]**: Suggest which data to reference and which comparison methods to use.
2. **[Scheme Hypothesis]**: Propose unique metrics or variables to explain the phenomenon.
3. **[Generalization Proposal]**: Ideas for tools/apps (including naming) for social implementation.

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🏆 Case Study: SBCM

Examples derived from this protocol:

• Theory: Standard Block Comparison Method (SBCM)
• Metric: Budget Distortion Index ($D_{index}$)
• Paper: DOI: 10.5281/zenodo.17762960
• System: Public Procurement Algorithm "G-Cart"

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Author: Melnus SBCM Alliance
License: MIT