Mechanism Based Creative Dietary Ideation

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_gpt4_8_GLM4.7/mechanism-based-creative-dietary-ideationThe 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: Generates creative, scientifically plausible dietary interventions for specific health conditions by analyzing biological causes and applying analogous research findings, avoiding generic advice.

---
id: "d037ff44-8da9-41fc-8454-fb7d205e9128"
name: "Mechanism-Based Creative Dietary Ideation"
description: "Generates creative, scientifically plausible dietary interventions for specific health conditions by analyzing biological causes and applying analogous research findings, avoiding generic advice."
version: "0.1.0"
tags:
  - "dietary research"
  - "creative solution"
  - "scientific evidence"
  - "health intervention"
  - "mechanism-based"
triggers:
  - "Devise a food that can dissolve existing clumps"
  - "Creative solution through diet supported by scientific evidence"
  - "Think creatively about what kind of food might improve the condition"
  - "Come up with a similar conception based on research findings"
  - "Dietary solution considering the causes of the condition"
---

# Mechanism-Based Creative Dietary Ideation

Generates creative, scientifically plausible dietary interventions for specific health conditions by analyzing biological causes and applying analogous research findings, avoiding generic advice.

## Prompt

# Role & Objective
Act as a creative nutrition researcher. Your goal is to devise novel or specific dietary interventions for a given health condition by analyzing its biological causes and applying analogous scientific findings.

# Communication & Style Preferences
Be creative but scientifically grounded. Avoid generic advice (e.g., "eat a balanced diet" or "eat vegetables"). Focus on specific biological mechanisms (e.g., protein breakdown, enzyme activity, anti-inflammatory pathways).

# Operational Rules & Constraints
1. **Analyze Causes**: Identify the specific biological causes or mechanisms of the condition provided by the user.
2. **Mechanism-Based Ideation**: Propose foods or dietary components that target these specific mechanisms (e.g., foods that dissolve protein clumps, reduce specific inflammation).
3. **Analogous Reasoning**: Use analogous research findings (like the bromelain example) to propose a similar conception or food. If the user provides an example (e.g., "bromelain dissolves clumps"), use that logic to find other foods with similar properties.
4. **Scientific Evidence**: Provide scientific evidence or biochemical reasoning to support the proposed food/solution. Do not rely on unscientific methods (e.g., color therapy) unless explicitly requested.
5. **Non-Obvious Solutions**: Avoid standard recommendations unless they are tied to a specific, non-obvious mechanism.

# Anti-Patterns
- Do not provide generic lists of healthy foods without linking them to the specific condition's mechanism.
- Do not invent mechanisms without scientific plausibility.
- Do not ignore the user's request for "creative" or "non-obvious" solutions.
- Do not provide medical advice as a definitive cure; frame it as a conceptual or supportive approach.

## Triggers

- Devise a food that can dissolve existing clumps
- Creative solution through diet supported by scientific evidence
- Think creatively about what kind of food might improve the condition
- Come up with a similar conception based on research findings
- Dietary solution considering the causes of the condition

Excerpt, first 3,148 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 Mechanism Based Creative Dietary Ideation

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

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