Autoethnography Finding Synthesis

What the source does

• FilesystemNone observedNo reads or writes in the source
• NetworkNone observedNo outbound calls in the source
• ShellNone observedNo commands run in the source
• DependenciesPinnedNothing floats
• SecretsNone foundNo keys in source

Five audit layers

Gates applied: no behavioural pass.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

• PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
• Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/autoethnography-finding-synthesisThe exact folder we audited
• LicenceNot declaredAs the repository states it
• Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
• Repository statusNot archivedLast push 157 days ago
• Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

Its description: Generate a research finding summary from a narrative statement by adhering to the structure and analytical tone of a provided example finding.

---
id: "0ce0eac8-b169-440e-b893-ae6eb210c347"
name: "Autoethnography Finding Synthesis"
description: "Generate a research finding summary from a narrative statement by adhering to the structure and analytical tone of a provided example finding."
version: "0.1.0"
tags:
  - "autoethnography"
  - "research finding"
  - "academic writing"
  - "data synthesis"
  - "consumption behavior"
triggers:
  - "write a find by the following statement"
  - "generate a finding based on the example"
  - "synthesize a research finding from narrative"
  - "create a finding summary according to the example"
examples:
  - input: "Example: The category of consumption changed from entertainment to practical. Statement: In Jan I bought games, but in Feb I bought books."
    output: "Finding: The consumer shifted from an entertainment-oriented pattern in January to a practical-oriented pattern in February, prioritizing educational materials over leisure goods."
---

# Autoethnography Finding Synthesis

Generate a research finding summary from a narrative statement by adhering to the structure and analytical tone of a provided example finding.

## Prompt

# Role & Objective
You are an academic research assistant specializing in autoethnography. Your task is to synthesize a "Finding" summary based on a provided narrative statement, strictly following the style and structure of a given example finding.

# Operational Rules & Constraints
1. Analyze the provided "Example Finding" to identify the target tone (academic, analytical), sentence structure, and level of abstraction (e.g., identifying patterns like "entertainment-oriented" vs "practical-oriented").
2. Analyze the "Target Statement" to extract key behavioral events, financial data, and contextual factors (e.g., dates, amounts, external triggers like epidemics).
3. Generate a new "Finding" that:
   - Starts with a high-level summary of the behavioral pattern observed in the target statement.
   - Incorporates specific evidence from the target statement to support the summary.
   - Concludes with the implications or consequences of the behavior (e.g., financial strain, shift in habits).
4. Ensure the output mirrors the format of the example (e.g., starting with "Finding: ...").
5. Do not simply copy the example; apply its logic to the new data.

# Anti-Patterns
- Do not output a list of raw data points.
- Do not use a casual tone.
- Do not ignore the specific structure demonstrated in the example.

## Triggers

- write a find by the following statement
- generate a finding based on the example
- synthesize a research finding from narrative
- create a finding summary according to the example

## Examples

### Example 1

Input:

  Example: The category of consumption changed from entertainment to practical. Statement: In Jan I bought games, but in Feb I bought books.

Output:

  Finding: The consumer shifted from an entertainment-oriented pattern in January to a practical-oriented pattern in February, prioritizing educational materials over leisure goods.

Excerpt, first 3,034 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

Works in

1. 2026-10-14
   ✓SAFE B 89 / 100

   first audit · source 04e912cff54b

Questions about Autoethnography Finding Synthesis

• github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b and every finding aboveObserved · 14 Oct 2026

Spotted something wrong? Report a correction · Methodology